diff --git "a/data/telemetry_readings.csv" "b/data/telemetry_readings.csv"
--- "a/data/telemetry_readings.csv"
+++ "b/data/telemetry_readings.csv"
@@ -4999,45003 +4999,3 @@ reading_id,timestamp,sensor_id,metric_type,unit,machine_id,line_id,shift,status,
 4998,2024-01-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.116,False,Reliability engineer tagged sample window for model retraining.
 4999,2024-01-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.47,False,Temporary gateway failover completed without data loss.
 5000,2024-01-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.167,False,Bearing temperature rising faster than baseline on spindle cell.
-5001,2024-01-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.935,False,Thermal overshoot event coincided with recipe change on furnace.
-5002,2024-01-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.939,False,Humidity readings track seasonal rise across late spring.
-5003,2024-01-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Vibration harmonics broadened during extended production run.
-5004,2024-01-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.193,False,Bearing temperature rising faster than baseline on spindle cell.
-5005,2024-01-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Edge collector replayed buffered events after network recovery.
-5006,2024-01-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5007,2024-01-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.935,False,Quality hold reduced finishing booth activity for one shift.
-5008,2024-01-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.656,False,Bearing temperature rising faster than baseline on spindle cell.
-5009,2024-01-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.242,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5010,2024-01-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.875,False,Machine throughput increase drove sustained pressure uplift.
-5011,2024-01-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.378,False,Humidity readings track seasonal rise across late spring.
-5012,2024-01-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,59.147,False,Maintenance note logged for coupling imbalance inspection.
-5013,2024-01-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.834,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5014,2024-01-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.629,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5015,2024-01-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.319,False,Telemetry quality flag downgraded during sensor self-test window.
-5016,2024-01-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.035,False,Vibration burst exceeds envelope during tool change cycle.
-5017,2024-01-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.506,False,Telemetry quality flag downgraded during sensor self-test window.
-5018,2024-01-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.563,False,Bearing temperature rising faster than baseline on spindle cell.
-5019,2024-01-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.564,False,Coolant loop adjustment reduced chamber temperature spread.
-5020,2024-01-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.904,False,Unbalanced load introduced cyclical pressure ripple.
-5021,2024-01-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Vibration baseline recovered after tool holder replacement.
-5022,2024-01-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.403,False,Warning threshold updated for pilot predictive-maintenance model.
-5023,2024-01-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.179,False,Vibration baseline recovered after tool holder replacement.
-5024,2024-01-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.683,False,Maintenance note logged for coupling imbalance inspection.
-5025,2024-01-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.257,False,Quality hold reduced finishing booth activity for one shift.
-5026,2024-01-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.369,False,Shift handoff note referenced unusual noise near press enclosure.
-5027,2024-01-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.428,False,Temporary gateway failover completed without data loss.
-5028,2024-01-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.447,False,Calibration check overdue by 11 days for press-line transducer.
-5029,2024-01-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Sensor heartbeat delayed by one interval after gateway retry.
-5030,2024-01-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.705,False,Machine idle period extended during planned sanitation window.
-5031,2024-01-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.028,False,Humidity excursion near finishing booth during coating run.
-5032,2024-01-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.468,False,Temperature remained elevated during unscheduled overtime run.
-5033,2024-01-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.83,False,Thermal overshoot event coincided with recipe change on furnace.
-5034,2024-01-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.884,False,SCADA backfill inserted two delayed telemetry points.
-5035,2024-01-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.112,False,Machine throughput increase drove sustained pressure uplift.
-5036,2024-01-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.538,False,Sensor enclosure opened for manual calibration verification.
-5037,2024-01-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.47,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5038,2024-01-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.079,False,Supervisory alert generated after three consecutive threshold breaches.
-5039,2024-01-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.599,False,Reliability engineer tagged sample window for model retraining.
-5040,2024-01-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.097,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5041,2024-01-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.731,False,Humidity excursion near finishing booth during coating run.
-5042,2024-01-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.987,False,Shift handoff note referenced unusual noise near press enclosure.
-5043,2024-01-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.302,False,Vibration baseline recovered after tool holder replacement.
-5044,2024-01-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.608,False,Operator reported intermittent chatter on machine CNC-04.
-5045,2024-01-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Vibration harmonics broadened during extended production run.
-5046,2024-01-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.128,False,Vibration burst exceeds envelope during tool change cycle.
-5047,2024-01-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.315,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5048,2024-01-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.242,False,Dust extraction fan offline for 18 minutes on line finishing.
-5049,2024-01-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.645,False,SCADA backfill inserted two delayed telemetry points.
-5050,2024-01-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.314,False,Short-lived packet loss observed at edge gateway gw-02.
-5051,2024-01-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.52,False,Sensor battery health remains nominal after firmware update.
-5052,2024-01-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.078,False,Calibration check overdue by 11 days for press-line transducer.
-5053,2024-01-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.468,False,Machine idle period extended during planned sanitation window.
-5054,2024-01-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.205,False,Night shift startup produced higher than normal vibration floor.
-5055,2024-01-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.086,False,Quality hold reduced finishing booth activity for one shift.
-5056,2024-01-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.398,False,Vibration burst exceeds envelope during tool change cycle.
-5057,2024-01-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.485,False,Sensor heartbeat delayed by one interval after gateway retry.
-5058,2024-01-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.914,False,Condensation warning cleared after dehumidifier ramp-up.
-5059,2024-01-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.191,False,Maintenance scheduler deferred calibration due to spare shortage.
-5060,2024-01-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.148,False,Condensation warning cleared after dehumidifier ramp-up.
-5061,2024-01-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.332,False,Anomaly review flagged possible bearing wear progression.
-5062,2024-01-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.513,False,Bearing temperature rising faster than baseline on spindle cell.
-5063,2024-01-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.257,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5064,2024-01-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.533,False,Calibration check overdue by 11 days for press-line transducer.
-5065,2024-01-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.065,False,Night shift startup produced higher than normal vibration floor.
-5066,2024-01-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.588,False,Pressure line purge completed before restart authorization.
-5067,2024-01-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.274,False,Quality hold reduced finishing booth activity for one shift.
-5068,2024-01-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.525,False,Machine throughput increase drove sustained pressure uplift.
-5069,2024-01-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.648,False,Hydraulic line pressure oscillation detected under load.
-5070,2024-01-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.218,False,Short-lived packet loss observed at edge gateway gw-02.
-5071,2024-01-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.78,False,Sensor heartbeat delayed by one interval after gateway retry.
-5072,2024-01-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.859,False,Humidity readings track seasonal rise across late spring.
-5073,2024-01-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.066,False,Thermal ramp exceeded expected warmup curve before shift start.
-5074,2024-01-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.565,False,Pressure peak corresponds to oversized billet batch processing.
-5075,2024-01-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.23,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5076,2024-01-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.705,False,Sensor enclosure opened for manual calibration verification.
-5077,2024-01-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Vibration baseline recovered after tool holder replacement.
-5078,2024-01-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.166,False,Humidity readings track seasonal rise across late spring.
-5079,2024-01-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.547,False,Quality hold reduced finishing booth activity for one shift.
-5080,2024-01-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.877,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5081,2024-01-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.801,False,Operator reported intermittent chatter on machine CNC-04.
-5082,2024-01-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.979,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5083,2024-01-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.33,False,Telemetry quality flag downgraded during sensor self-test window.
-5084,2024-01-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.276,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5085,2024-01-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.184,False,SCADA backfill inserted two delayed telemetry points.
-5086,2024-01-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.036,False,Temperature remained elevated during unscheduled overtime run.
-5087,2024-01-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.222,False,Coolant loop adjustment reduced chamber temperature spread.
-5088,2024-01-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.167,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5089,2024-01-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.443,False,Operator reset acknowledged after red-tag inspection.
-5090,2024-01-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.862,False,Quality hold reduced finishing booth activity for one shift.
-5091,2024-01-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.376,False,Thermal ramp exceeded expected warmup curve before shift start.
-5092,2024-01-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.922,False,Operator reset acknowledged after red-tag inspection.
-5093,2024-01-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.487,False,Maintenance note logged for coupling imbalance inspection.
-5094,2024-01-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.176,False,Machine throughput increase drove sustained pressure uplift.
-5095,2024-01-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.418,False,Condensation warning cleared after dehumidifier ramp-up.
-5096,2024-01-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.35,False,Humidity baseline improved after seal replacement.
-5097,2024-01-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.13,False,Humidity readings track seasonal rise across late spring.
-5098,2024-01-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.649,False,Warning threshold updated for pilot predictive-maintenance model.
-5099,2024-01-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.988,False,Humidity baseline improved after seal replacement.
-5100,2024-01-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.421,False,Edge collector replayed buffered events after network recovery.
-5101,2024-01-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.067,False,Pressure settled back to nominal after valve reseat.
-5102,2024-01-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.855,False,Thermal overshoot event coincided with recipe change on furnace.
-5103,2024-01-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.628,False,Sensor enclosure opened for manual calibration verification.
-5104,2024-01-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.858,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5105,2024-01-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.734,False,Machine throughput increase drove sustained pressure uplift.
-5106,2024-01-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.398,False,Humidity readings track seasonal rise across late spring.
-5107,2024-01-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.82,False,Telemetry quality flag downgraded during sensor self-test window.
-5108,2024-01-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.06,False,Warning threshold updated for pilot predictive-maintenance model.
-5109,2024-01-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.221,False,Thermal overshoot event coincided with recipe change on furnace.
-5110,2024-01-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.103,False,Dust extraction fan offline for 18 minutes on line finishing.
-5111,2024-01-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.688,False,Maintenance scheduler deferred calibration due to spare shortage.
-5112,2024-01-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.368,False,Sensor heartbeat delayed by one interval after gateway retry.
-5113,2024-01-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5114,2024-01-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.884,False,SCADA backfill inserted two delayed telemetry points.
-5115,2024-01-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.831,False,Pressure settled back to nominal after valve reseat.
-5116,2024-01-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.98,False,Sensor signal clipping observed during startup surge.
-5117,2024-01-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.725,False,Machine idle period extended during planned sanitation window.
-5118,2024-01-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.564,False,Press cycle dwell time lengthened during high-volume batch.
-5119,2024-01-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.722,False,Thermal ramp exceeded expected warmup curve before shift start.
-5120,2024-01-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.189,False,Sensor enclosure opened for manual calibration verification.
-5121,2024-01-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.456,False,Unbalanced load introduced cyclical pressure ripple.
-5122,2024-01-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.028,False,Short-lived packet loss observed at edge gateway gw-02.
-5123,2024-01-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.558,False,Telemetry quality flag downgraded during sensor self-test window.
-5124,2024-01-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.088,False,Pressure line purge completed before restart authorization.
-5125,2024-01-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.389,False,Air handler maintenance reduced humidity variance on finishing line.
-5126,2024-01-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.996,False,Operator reset acknowledged after red-tag inspection.
-5127,2024-01-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.584,False,Humidity baseline improved after seal replacement.
-5128,2024-01-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.546,False,Condensation warning cleared after dehumidifier ramp-up.
-5129,2024-01-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.218,False,Thermal ramp exceeded expected warmup curve before shift start.
-5130,2024-01-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.054,False,Supervisory alert generated after three consecutive threshold breaches.
-5131,2024-01-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.94,False,Air handler maintenance reduced humidity variance on finishing line.
-5132,2024-01-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.355,False,Operator reported intermittent chatter on machine CNC-04.
-5133,2024-01-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.322,False,Operator reset acknowledged after red-tag inspection.
-5134,2024-01-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.132,False,Vibration burst exceeds envelope during tool change cycle.
-5135,2024-01-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.741,False,Pressure settled back to nominal after valve reseat.
-5136,2024-01-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.781,False,Vibration burst exceeds envelope during tool change cycle.
-5137,2024-01-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.624,False,Sensor signal clipping observed during startup surge.
-5138,2024-01-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.337,False,Pressure peak corresponds to oversized billet batch processing.
-5139,2024-01-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.508,False,Temperature variance narrowed after coolant nozzle cleaning.
-5140,2024-01-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.882,False,Reliability engineer tagged sample window for model retraining.
-5141,2024-01-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.947,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5142,2024-01-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.462,False,Coolant loop adjustment reduced chamber temperature spread.
-5143,2024-01-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.591,False,Bearing temperature rising faster than baseline on spindle cell.
-5144,2024-01-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.995,False,Pressure line purge completed before restart authorization.
-5145,2024-01-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.419,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5146,2024-01-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.173,False,Maintenance crew confirmed lubrication interval was missed.
-5147,2024-01-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.046,False,Packaging line stop reduced adjacent vibration background.
-5148,2024-01-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.585,False,Pressure peak corresponds to oversized billet batch processing.
-5149,2024-01-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.304,False,Edge collector replayed buffered events after network recovery.
-5150,2024-01-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.389,False,Pressure settled back to nominal after valve reseat.
-5151,2024-01-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.968,False,Press cycle dwell time lengthened during high-volume batch.
-5152,2024-01-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.848,False,Machine idle period extended during planned sanitation window.
-5153,2024-01-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.908,False,Vibration baseline recovered after tool holder replacement.
-5154,2024-01-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.772,False,Sensor battery health remains nominal after firmware update.
-5155,2024-01-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.431,False,Vibration burst exceeds envelope during tool change cycle.
-5156,2024-01-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.86,False,Coolant loop adjustment reduced chamber temperature spread.
-5157,2024-01-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.614,False,Hydraulic line pressure oscillation detected under load.
-5158,2024-01-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.538,False,Pressure line purge completed before restart authorization.
-5159,2024-01-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.432,False,Operator reset acknowledged after red-tag inspection.
-5160,2024-01-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.109,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5161,2024-01-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.142,False,Sensor enclosure opened for manual calibration verification.
-5162,2024-01-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.671,False,Anomaly review flagged possible bearing wear progression.
-5163,2024-01-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.727,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5164,2024-01-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.223,False,Pressure line purge completed before restart authorization.
-5165,2024-01-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.906,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5166,2024-01-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.018,False,Supervisory alert generated after three consecutive threshold breaches.
-5167,2024-01-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.644,False,Thermal overshoot event coincided with recipe change on furnace.
-5168,2024-01-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.19,False,Pressure peak corresponds to oversized billet batch processing.
-5169,2024-01-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Quality team requested trace review for lot 24-118B.
-5170,2024-01-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.851,False,Sensor battery health remains nominal after firmware update.
-5171,2024-01-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.916,False,Night shift startup produced higher than normal vibration floor.
-5172,2024-01-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.661,False,Unbalanced load introduced cyclical pressure ripple.
-5173,2024-01-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.531,False,Temperature remained elevated during unscheduled overtime run.
-5174,2024-01-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.033,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5175,2024-01-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.687,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5176,2024-01-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.78,False,Maintenance scheduler deferred calibration due to spare shortage.
-5177,2024-01-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.58,False,Vibration baseline recovered after tool holder replacement.
-5178,2024-01-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.737,False,Short-lived packet loss observed at edge gateway gw-02.
-5179,2024-01-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.406,False,Coolant loop adjustment reduced chamber temperature spread.
-5180,2024-01-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.418,False,Sensor heartbeat delayed by one interval after gateway retry.
-5181,2024-01-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.205,False,Machine idle period extended during planned sanitation window.
-5182,2024-01-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.177,False,SCADA backfill inserted two delayed telemetry points.
-5183,2024-01-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.497,False,Maintenance scheduler deferred calibration due to spare shortage.
-5184,2024-01-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.569,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5185,2024-01-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.084,False,Vibration burst exceeds envelope during tool change cycle.
-5186,2024-01-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.735,False,SCADA backfill inserted two delayed telemetry points.
-5187,2024-01-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.193,False,Shift handoff note referenced unusual noise near press enclosure.
-5188,2024-01-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.783,False,Operator reported intermittent chatter on machine CNC-04.
-5189,2024-01-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.62,False,Shift handoff note referenced unusual noise near press enclosure.
-5190,2024-01-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.941,False,Pressure peak corresponds to oversized billet batch processing.
-5191,2024-01-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.946,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5192,2024-01-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.306,False,Humidity baseline improved after seal replacement.
-5193,2024-01-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.557,False,Warning threshold updated for pilot predictive-maintenance model.
-5194,2024-01-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.404,False,Press cycle dwell time lengthened during high-volume batch.
-5195,2024-01-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.761,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5196,2024-01-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.397,False,Temperature variance narrowed after coolant nozzle cleaning.
-5197,2024-01-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.349,False,Temperature remained elevated during unscheduled overtime run.
-5198,2024-01-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.975,False,Packaging line stop reduced adjacent vibration background.
-5199,2024-01-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.443,False,Transient outlier matched forklift impact near cabinet wall.
-5200,2024-01-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.305,False,Machine throughput increase drove sustained pressure uplift.
-5201,2024-01-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.766,False,Vibration baseline recovered after tool holder replacement.
-5202,2024-01-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.74,False,Sensor enclosure opened for manual calibration verification.
-5203,2024-01-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.132,False,Machine idle period extended during planned sanitation window.
-5204,2024-01-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.92,False,Temperature remained elevated during unscheduled overtime run.
-5205,2024-01-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.037,False,Bearing temperature rising faster than baseline on spindle cell.
-5206,2024-01-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.165,False,Temporary gateway failover completed without data loss.
-5207,2024-01-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.039,False,Coolant loop adjustment reduced chamber temperature spread.
-5208,2024-01-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.788,False,Operator reset acknowledged after red-tag inspection.
-5209,2024-01-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.315,False,Machine idle period extended during planned sanitation window.
-5210,2024-01-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.961,False,Dust extraction fan offline for 18 minutes on line finishing.
-5211,2024-01-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.52,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5212,2024-01-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.561,False,Vibration baseline recovered after tool holder replacement.
-5213,2024-01-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.907,False,Temporary gateway failover completed without data loss.
-5214,2024-01-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.627,False,Hydraulic line pressure oscillation detected under load.
-5215,2024-01-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.71,False,Humidity readings track seasonal rise across late spring.
-5216,2024-01-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.424,False,Operator reset acknowledged after red-tag inspection.
-5217,2024-01-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.554,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5218,2024-01-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.961,False,Hydraulic line pressure oscillation detected under load.
-5219,2024-01-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.09,False,Operator reported intermittent chatter on machine CNC-04.
-5220,2024-01-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.385,False,Supervisory alert generated after three consecutive threshold breaches.
-5221,2024-01-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.723,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5222,2024-01-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.19,False,Coolant loop adjustment reduced chamber temperature spread.
-5223,2024-01-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.242,False,Humidity readings track seasonal rise across late spring.
-5224,2024-01-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.507,False,Coolant loop adjustment reduced chamber temperature spread.
-5225,2024-01-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.484,False,Thermal ramp exceeded expected warmup curve before shift start.
-5226,2024-01-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.963,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5227,2024-01-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.285,False,Thermal ramp exceeded expected warmup curve before shift start.
-5228,2024-01-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.575,False,Vibration harmonics broadened during extended production run.
-5229,2024-01-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.702,False,Air handler maintenance reduced humidity variance on finishing line.
-5230,2024-01-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.163,False,Short-lived packet loss observed at edge gateway gw-02.
-5231,2024-01-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.716,False,Dust extraction fan offline for 18 minutes on line finishing.
-5232,2024-01-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.327,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5233,2024-01-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.105,False,Temperature remained elevated during unscheduled overtime run.
-5234,2024-01-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.608,False,Edge collector replayed buffered events after network recovery.
-5235,2024-01-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.373,False,Humidity readings track seasonal rise across late spring.
-5236,2024-01-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.359,False,Sensor signal clipping observed during startup surge.
-5237,2024-01-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Sensor signal clipping observed during startup surge.
-5238,2024-01-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.049,False,Sensor signal clipping observed during startup surge.
-5239,2024-01-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.888,False,Temperature remained elevated during unscheduled overtime run.
-5240,2024-01-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.604,False,Operator reported intermittent chatter on machine CNC-04.
-5241,2024-01-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Humidity excursion near finishing booth during coating run.
-5242,2024-01-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.406,False,Pressure line purge completed before restart authorization.
-5243,2024-01-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Anomaly review flagged possible bearing wear progression.
-5244,2024-01-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.919,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5245,2024-01-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.006,False,Packaging line stop reduced adjacent vibration background.
-5246,2024-01-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.983,False,Supervisory alert generated after three consecutive threshold breaches.
-5247,2024-01-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.012,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5248,2024-01-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.123,False,Supervisory alert generated after three consecutive threshold breaches.
-5249,2024-01-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.958,False,SCADA backfill inserted two delayed telemetry points.
-5250,2024-01-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.891,False,Maintenance note logged for coupling imbalance inspection.
-5251,2024-01-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.057,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5252,2024-01-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.677,False,Vibration burst exceeds envelope during tool change cycle.
-5253,2024-01-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.342,False,Telemetry quality flag downgraded during sensor self-test window.
-5254,2024-01-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.433,False,Sensor battery health remains nominal after firmware update.
-5255,2024-01-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.631,False,Pressure peak corresponds to oversized billet batch processing.
-5256,2024-01-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.844,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5257,2024-01-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.124,False,Machine throughput increase drove sustained pressure uplift.
-5258,2024-01-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.764,False,Calibration check overdue by 11 days for press-line transducer.
-5259,2024-01-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.145,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5260,2024-01-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.205,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5261,2024-01-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.065,False,Air handler maintenance reduced humidity variance on finishing line.
-5262,2024-01-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.674,False,Sensor enclosure opened for manual calibration verification.
-5263,2024-01-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.34,False,Condensation warning cleared after dehumidifier ramp-up.
-5264,2024-01-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.244,False,Sensor heartbeat delayed by one interval after gateway retry.
-5265,2024-01-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.754,False,Dust extraction fan offline for 18 minutes on line finishing.
-5266,2024-01-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.338,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5267,2024-01-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Pressure line purge completed before restart authorization.
-5268,2024-01-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.522,False,Supervisory alert generated after three consecutive threshold breaches.
-5269,2024-01-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.308,False,Pressure line purge completed before restart authorization.
-5270,2024-01-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.744,False,Reliability engineer tagged sample window for model retraining.
-5271,2024-01-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.254,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5272,2024-01-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.8,False,Hydraulic line pressure oscillation detected under load.
-5273,2024-01-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.022,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5274,2024-01-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.361,False,Vibration baseline recovered after tool holder replacement.
-5275,2024-01-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.814,False,Transient outlier matched forklift impact near cabinet wall.
-5276,2024-01-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.859,False,Air handler maintenance reduced humidity variance on finishing line.
-5277,2024-01-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.278,False,Machine throughput increase drove sustained pressure uplift.
-5278,2024-01-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.145,False,Temperature variance narrowed after coolant nozzle cleaning.
-5279,2024-01-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.874,False,Pressure settled back to nominal after valve reseat.
-5280,2024-01-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.109,False,Temperature variance narrowed after coolant nozzle cleaning.
-5281,2024-01-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.616,False,Operator reset acknowledged after red-tag inspection.
-5282,2024-01-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.956,False,Unbalanced load introduced cyclical pressure ripple.
-5283,2024-01-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.021,False,Maintenance note logged for coupling imbalance inspection.
-5284,2024-01-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.361,False,Sensor enclosure opened for manual calibration verification.
-5285,2024-01-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.328,False,Unbalanced load introduced cyclical pressure ripple.
-5286,2024-01-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.95,False,Press cycle dwell time lengthened during high-volume batch.
-5287,2024-01-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.696,False,Telemetry quality flag downgraded during sensor self-test window.
-5288,2024-01-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.63,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5289,2024-01-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.283,False,Transient outlier matched forklift impact near cabinet wall.
-5290,2024-01-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.999,False,Edge collector replayed buffered events after network recovery.
-5291,2024-01-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.491,False,Sensor signal clipping observed during startup surge.
-5292,2024-01-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.421,False,Night shift startup produced higher than normal vibration floor.
-5293,2024-01-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Maintenance crew confirmed lubrication interval was missed.
-5294,2024-01-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.55,False,Humidity readings track seasonal rise across late spring.
-5295,2024-01-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.966,False,Coolant loop adjustment reduced chamber temperature spread.
-5296,2024-01-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.957,False,Condensation warning cleared after dehumidifier ramp-up.
-5297,2024-01-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.586,False,Sensor battery health remains nominal after firmware update.
-5298,2024-01-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.667,False,Maintenance note logged for coupling imbalance inspection.
-5299,2024-01-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.626,False,Press cycle dwell time lengthened during high-volume batch.
-5300,2024-01-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.506,False,SCADA backfill inserted two delayed telemetry points.
-5301,2024-01-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.195,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5302,2024-01-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.292,False,SCADA backfill inserted two delayed telemetry points.
-5303,2024-01-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.348,False,Press cycle dwell time lengthened during high-volume batch.
-5304,2024-01-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.498,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5305,2024-01-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Press cycle dwell time lengthened during high-volume batch.
-5306,2024-01-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.288,False,Supervisory alert generated after three consecutive threshold breaches.
-5307,2024-01-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.666,False,Supervisory alert generated after three consecutive threshold breaches.
-5308,2024-01-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.926,False,Vibration baseline recovered after tool holder replacement.
-5309,2024-01-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.176,False,Sensor signal clipping observed during startup surge.
-5310,2024-01-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.369,False,Telemetry quality flag downgraded during sensor self-test window.
-5311,2024-01-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.692,False,Night shift startup produced higher than normal vibration floor.
-5312,2024-01-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.106,False,Sensor battery health remains nominal after firmware update.
-5313,2024-01-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.149,False,Sensor battery health remains nominal after firmware update.
-5314,2024-01-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.242,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5315,2024-01-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.738,False,Air handler maintenance reduced humidity variance on finishing line.
-5316,2024-01-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.548,False,Operator reported intermittent chatter on machine CNC-04.
-5317,2024-01-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.099,False,Sensor battery health remains nominal after firmware update.
-5318,2024-01-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.424,False,Edge collector replayed buffered events after network recovery.
-5319,2024-01-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.939,False,Dust extraction fan offline for 18 minutes on line finishing.
-5320,2024-01-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.158,False,Machine idle period extended during planned sanitation window.
-5321,2024-01-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.479,False,Temperature remained elevated during unscheduled overtime run.
-5322,2024-01-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.628,False,Telemetry quality flag downgraded during sensor self-test window.
-5323,2024-01-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.562,False,Shift handoff note referenced unusual noise near press enclosure.
-5324,2024-01-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.126,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5325,2024-01-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Anomaly review flagged possible bearing wear progression.
-5326,2024-01-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.222,False,Temporary gateway failover completed without data loss.
-5327,2024-01-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.467,False,Anomaly review flagged possible bearing wear progression.
-5328,2024-01-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.586,False,Transient outlier matched forklift impact near cabinet wall.
-5329,2024-01-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Telemetry quality flag downgraded during sensor self-test window.
-5330,2024-01-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.374,False,Packaging line stop reduced adjacent vibration background.
-5331,2024-01-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.126,False,Hydraulic line pressure oscillation detected under load.
-5332,2024-01-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.517,False,Calibration check overdue by 11 days for press-line transducer.
-5333,2024-01-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.094,False,Quality team requested trace review for lot 24-118B.
-5334,2024-01-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.437,False,Short-lived packet loss observed at edge gateway gw-02.
-5335,2024-01-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.066,False,Maintenance crew confirmed lubrication interval was missed.
-5336,2024-01-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.334,False,Reliability engineer tagged sample window for model retraining.
-5337,2024-01-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.215,False,Dust extraction fan offline for 18 minutes on line finishing.
-5338,2024-01-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.532,False,Maintenance crew confirmed lubrication interval was missed.
-5339,2024-01-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.441,False,Shift handoff note referenced unusual noise near press enclosure.
-5340,2024-01-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.202,False,Telemetry quality flag downgraded during sensor self-test window.
-5341,2024-01-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Reliability engineer tagged sample window for model retraining.
-5342,2024-01-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.201,False,Quality hold reduced finishing booth activity for one shift.
-5343,2024-01-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.439,False,Short-lived packet loss observed at edge gateway gw-02.
-5344,2024-01-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.071,False,Shift handoff note referenced unusual noise near press enclosure.
-5345,2024-01-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Short-lived packet loss observed at edge gateway gw-02.
-5346,2024-01-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.004,False,Packaging line stop reduced adjacent vibration background.
-5347,2024-01-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.936,False,Supervisory alert generated after three consecutive threshold breaches.
-5348,2024-01-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.642,False,Pressure peak corresponds to oversized billet batch processing.
-5349,2024-01-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.152,False,Supervisory alert generated after three consecutive threshold breaches.
-5350,2024-01-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.7,False,Anomaly review flagged possible bearing wear progression.
-5351,2024-01-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.801,False,Vibration harmonics broadened during extended production run.
-5352,2024-01-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.345,False,Vibration baseline recovered after tool holder replacement.
-5353,2024-01-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.364,False,Packaging line stop reduced adjacent vibration background.
-5354,2024-01-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.689,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5355,2024-01-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Machine throughput increase drove sustained pressure uplift.
-5356,2024-01-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.996,False,Thermal ramp exceeded expected warmup curve before shift start.
-5357,2024-01-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.972,False,Machine idle period extended during planned sanitation window.
-5358,2024-01-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.826,False,Humidity excursion near finishing booth during coating run.
-5359,2024-01-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.656,False,SCADA backfill inserted two delayed telemetry points.
-5360,2024-01-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.598,False,Temperature remained elevated during unscheduled overtime run.
-5361,2024-01-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.6,False,Dust extraction fan offline for 18 minutes on line finishing.
-5362,2024-01-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.362,False,Night shift startup produced higher than normal vibration floor.
-5363,2024-01-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.338,False,Press cycle dwell time lengthened during high-volume batch.
-5364,2024-01-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.435,False,Vibration baseline recovered after tool holder replacement.
-5365,2024-01-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.955,False,Condensation warning cleared after dehumidifier ramp-up.
-5366,2024-01-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.101,False,Pressure peak corresponds to oversized billet batch processing.
-5367,2024-01-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.343,False,Calibration check overdue by 11 days for press-line transducer.
-5368,2024-01-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.265,False,Short-lived packet loss observed at edge gateway gw-02.
-5369,2024-01-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.669,False,Machine idle period extended during planned sanitation window.
-5370,2024-01-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.981,False,Maintenance scheduler deferred calibration due to spare shortage.
-5371,2024-01-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.942,False,Transient outlier matched forklift impact near cabinet wall.
-5372,2024-01-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,39.21,False,Vibration harmonics broadened during extended production run.
-5373,2024-01-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.156,False,Calibration check overdue by 11 days for press-line transducer.
-5374,2024-01-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.435,False,Temperature variance narrowed after coolant nozzle cleaning.
-5375,2024-01-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.517,False,Sensor heartbeat delayed by one interval after gateway retry.
-5376,2024-01-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.62,False,Quality team requested trace review for lot 24-118B.
-5377,2024-01-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.852,False,Shift handoff note referenced unusual noise near press enclosure.
-5378,2024-01-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.823,False,Coolant loop adjustment reduced chamber temperature spread.
-5379,2024-01-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.654,False,Humidity excursion near finishing booth during coating run.
-5380,2024-01-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.67,False,Packaging line stop reduced adjacent vibration background.
-5381,2024-01-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.565,False,Pressure peak corresponds to oversized billet batch processing.
-5382,2024-01-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.901,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5383,2024-01-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.566,False,Vibration harmonics broadened during extended production run.
-5384,2024-01-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.058,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5385,2024-01-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.465,False,Calibration check overdue by 11 days for press-line transducer.
-5386,2024-01-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.723,False,Shift handoff note referenced unusual noise near press enclosure.
-5387,2024-01-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.84,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5388,2024-01-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.684,False,Machine throughput increase drove sustained pressure uplift.
-5389,2024-01-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.107,False,Maintenance scheduler deferred calibration due to spare shortage.
-5390,2024-01-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.432,False,Edge collector replayed buffered events after network recovery.
-5391,2024-01-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.019,False,Supervisory alert generated after three consecutive threshold breaches.
-5392,2024-01-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.58,False,Short-lived packet loss observed at edge gateway gw-02.
-5393,2024-01-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.551,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5394,2024-01-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.726,False,Humidity excursion near finishing booth during coating run.
-5395,2024-01-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.658,False,Vibration burst exceeds envelope during tool change cycle.
-5396,2024-01-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.901,False,Vibration harmonics broadened during extended production run.
-5397,2024-01-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.326,False,Condensation warning cleared after dehumidifier ramp-up.
-5398,2024-01-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.86,False,Reliability engineer tagged sample window for model retraining.
-5399,2024-01-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.612,False,Temporary gateway failover completed without data loss.
-5400,2024-01-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.367,False,Coolant loop adjustment reduced chamber temperature spread.
-5401,2024-01-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.444,False,Sensor signal clipping observed during startup surge.
-5402,2024-01-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.055,False,Humidity climbed during dock-door open period in afternoon shift.
-5403,2024-01-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.335,False,Maintenance note logged for coupling imbalance inspection.
-5404,2024-01-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.848,False,Pressure peak corresponds to oversized billet batch processing.
-5405,2024-01-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,Quality team requested trace review for lot 24-118B.
-5406,2024-01-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.729,False,Sensor battery health remains nominal after firmware update.
-5407,2024-01-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.7,False,Humidity climbed during dock-door open period in afternoon shift.
-5408,2024-01-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.938,False,Humidity baseline improved after seal replacement.
-5409,2024-01-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Telemetry quality flag downgraded during sensor self-test window.
-5410,2024-01-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.524,False,Humidity readings track seasonal rise across late spring.
-5411,2024-01-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.475,False,Transient outlier matched forklift impact near cabinet wall.
-5412,2024-01-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.292,False,Sensor signal clipping observed during startup surge.
-5413,2024-01-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5414,2024-01-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.098,False,Vibration harmonics broadened during extended production run.
-5415,2024-01-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.669,False,Temporary gateway failover completed without data loss.
-5416,2024-01-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.705,False,Thermal overshoot event coincided with recipe change on furnace.
-5417,2024-01-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.099,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5418,2024-01-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.502,False,Vibration burst exceeds envelope during tool change cycle.
-5419,2024-01-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.495,False,Short-lived packet loss observed at edge gateway gw-02.
-5420,2024-01-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.816,False,Machine throughput increase drove sustained pressure uplift.
-5421,2024-01-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.992,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5422,2024-01-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.542,False,Edge collector replayed buffered events after network recovery.
-5423,2024-01-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.976,False,Quality hold reduced finishing booth activity for one shift.
-5424,2024-01-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.093,False,Sensor heartbeat delayed by one interval after gateway retry.
-5425,2024-01-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.836,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5426,2024-01-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.337,False,SCADA backfill inserted two delayed telemetry points.
-5427,2024-01-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.238,False,SCADA backfill inserted two delayed telemetry points.
-5428,2024-01-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.001,False,Bearing temperature rising faster than baseline on spindle cell.
-5429,2024-01-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.063,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5430,2024-01-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.5,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5431,2024-01-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.94,False,Quality team requested trace review for lot 24-118B.
-5432,2024-01-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.913,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5433,2024-01-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.646,False,Humidity climbed during dock-door open period in afternoon shift.
-5434,2024-01-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.401,False,Maintenance note logged for coupling imbalance inspection.
-5435,2024-01-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.528,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5436,2024-01-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.445,False,Operator reported intermittent chatter on machine CNC-04.
-5437,2024-01-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5438,2024-01-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.025,False,Press cycle dwell time lengthened during high-volume batch.
-5439,2024-01-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.354,False,Reliability engineer tagged sample window for model retraining.
-5440,2024-01-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.907,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5441,2024-01-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Packaging line stop reduced adjacent vibration background.
-5442,2024-01-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.806,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5443,2024-01-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.471,False,Air handler maintenance reduced humidity variance on finishing line.
-5444,2024-01-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.239,False,Night shift startup produced higher than normal vibration floor.
-5445,2024-01-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.896,False,Humidity readings track seasonal rise across late spring.
-5446,2024-01-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.686,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5447,2024-01-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Pressure settled back to nominal after valve reseat.
-5448,2024-01-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.665,False,Edge collector replayed buffered events after network recovery.
-5449,2024-01-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.901,False,Humidity climbed during dock-door open period in afternoon shift.
-5450,2024-01-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.303,False,SCADA backfill inserted two delayed telemetry points.
-5451,2024-01-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.537,False,Calibration check overdue by 11 days for press-line transducer.
-5452,2024-01-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.029,False,Pressure settled back to nominal after valve reseat.
-5453,2024-01-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.753,False,Bearing temperature rising faster than baseline on spindle cell.
-5454,2024-01-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.213,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5455,2024-01-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.306,False,Calibration check overdue by 11 days for press-line transducer.
-5456,2024-01-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.176,False,Coolant loop adjustment reduced chamber temperature spread.
-5457,2024-01-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.971,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5458,2024-01-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.469,False,Vibration burst exceeds envelope during tool change cycle.
-5459,2024-01-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.821,False,Vibration harmonics broadened during extended production run.
-5460,2024-01-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.099,False,Telemetry quality flag downgraded during sensor self-test window.
-5461,2024-01-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.963,False,Reliability engineer tagged sample window for model retraining.
-5462,2024-01-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.626,False,Calibration check overdue by 11 days for press-line transducer.
-5463,2024-01-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.79,False,Humidity climbed during dock-door open period in afternoon shift.
-5464,2024-01-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.972,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5465,2024-01-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.317,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5466,2024-01-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.081,False,Press cycle dwell time lengthened during high-volume batch.
-5467,2024-01-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Vibration harmonics broadened during extended production run.
-5468,2024-01-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.387,False,Press cycle dwell time lengthened during high-volume batch.
-5469,2024-01-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.071,False,Humidity climbed during dock-door open period in afternoon shift.
-5470,2024-01-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.176,False,Short-lived packet loss observed at edge gateway gw-02.
-5471,2024-01-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.271,False,Coolant loop adjustment reduced chamber temperature spread.
-5472,2024-01-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.892,False,Sensor signal clipping observed during startup surge.
-5473,2024-01-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.229,False,Sensor enclosure opened for manual calibration verification.
-5474,2024-01-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.537,False,Machine throughput increase drove sustained pressure uplift.
-5475,2024-01-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.754,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5476,2024-01-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.36,False,Condensation warning cleared after dehumidifier ramp-up.
-5477,2024-01-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.382,False,Thermal overshoot event coincided with recipe change on furnace.
-5478,2024-01-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.097,False,Quality hold reduced finishing booth activity for one shift.
-5479,2024-01-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.835,False,Condensation warning cleared after dehumidifier ramp-up.
-5480,2024-01-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.098,False,Maintenance crew confirmed lubrication interval was missed.
-5481,2024-01-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.886,False,Operator reset acknowledged after red-tag inspection.
-5482,2024-01-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.907,False,Telemetry quality flag downgraded during sensor self-test window.
-5483,2024-01-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.198,False,Quality hold reduced finishing booth activity for one shift.
-5484,2024-01-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.158,False,Humidity climbed during dock-door open period in afternoon shift.
-5485,2024-01-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Machine throughput increase drove sustained pressure uplift.
-5486,2024-01-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.386,False,Maintenance scheduler deferred calibration due to spare shortage.
-5487,2024-01-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.258,False,Quality hold reduced finishing booth activity for one shift.
-5488,2024-01-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.871,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5489,2024-01-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.871,False,Vibration baseline recovered after tool holder replacement.
-5490,2024-01-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.368,False,Humidity readings track seasonal rise across late spring.
-5491,2024-01-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.707,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5492,2024-01-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.745,False,Short-lived packet loss observed at edge gateway gw-02.
-5493,2024-01-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.809,False,Air handler maintenance reduced humidity variance on finishing line.
-5494,2024-01-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.807,False,Sensor heartbeat delayed by one interval after gateway retry.
-5495,2024-01-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.227,False,Short-lived packet loss observed at edge gateway gw-02.
-5496,2024-01-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.441,False,Thermal overshoot event coincided with recipe change on furnace.
-5497,2024-01-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.582,False,Dust extraction fan offline for 18 minutes on line finishing.
-5498,2024-01-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.427,False,Humidity readings track seasonal rise across late spring.
-5499,2024-01-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.243,False,Vibration burst exceeds envelope during tool change cycle.
-5500,2024-01-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.74,False,Sensor signal clipping observed during startup surge.
-5501,2024-01-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.053,False,Calibration check overdue by 11 days for press-line transducer.
-5502,2024-01-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.627,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5503,2024-01-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.496,False,Pressure line purge completed before restart authorization.
-5504,2024-01-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.899,False,Humidity readings track seasonal rise across late spring.
-5505,2024-01-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.816,False,Press cycle dwell time lengthened during high-volume batch.
-5506,2024-01-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.933,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5507,2024-01-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Anomaly review flagged possible bearing wear progression.
-5508,2024-01-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.401,False,Maintenance crew confirmed lubrication interval was missed.
-5509,2024-01-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.169,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5510,2024-01-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.47,False,Machine throughput increase drove sustained pressure uplift.
-5511,2024-01-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5512,2024-01-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.25,False,Short-lived packet loss observed at edge gateway gw-02.
-5513,2024-01-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.878,False,Coolant loop adjustment reduced chamber temperature spread.
-5514,2024-01-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.559,False,Maintenance note logged for coupling imbalance inspection.
-5515,2024-01-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.699,False,Maintenance note logged for coupling imbalance inspection.
-5516,2024-01-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,48.501,False,Night shift startup produced higher than normal vibration floor.
-5517,2024-01-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Humidity climbed during dock-door open period in afternoon shift.
-5518,2024-01-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.29,False,Sensor battery health remains nominal after firmware update.
-5519,2024-01-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.695,False,Vibration baseline recovered after tool holder replacement.
-5520,2024-01-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.864,False,Warning threshold updated for pilot predictive-maintenance model.
-5521,2024-01-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.521,False,SCADA backfill inserted two delayed telemetry points.
-5522,2024-01-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.392,False,Vibration burst exceeds envelope during tool change cycle.
-5523,2024-01-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Temperature remained elevated during unscheduled overtime run.
-5524,2024-01-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.631,False,Condensation warning cleared after dehumidifier ramp-up.
-5525,2024-01-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.526,False,Sensor battery health remains nominal after firmware update.
-5526,2024-01-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.97,False,Machine idle period extended during planned sanitation window.
-5527,2024-01-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.661,False,Machine throughput increase drove sustained pressure uplift.
-5528,2024-01-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.296,False,Sensor heartbeat delayed by one interval after gateway retry.
-5529,2024-01-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.401,False,Temperature remained elevated during unscheduled overtime run.
-5530,2024-01-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.037,False,Operator reset acknowledged after red-tag inspection.
-5531,2024-01-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.348,False,Sensor signal clipping observed during startup surge.
-5532,2024-01-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.896,False,Temperature variance narrowed after coolant nozzle cleaning.
-5533,2024-01-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.205,False,Condensation warning cleared after dehumidifier ramp-up.
-5534,2024-01-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.153,False,SCADA backfill inserted two delayed telemetry points.
-5535,2024-01-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.196,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5536,2024-01-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.673,False,Humidity climbed during dock-door open period in afternoon shift.
-5537,2024-01-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.034,False,Vibration burst exceeds envelope during tool change cycle.
-5538,2024-01-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.109,False,Edge collector replayed buffered events after network recovery.
-5539,2024-01-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.953,False,Operator reset acknowledged after red-tag inspection.
-5540,2024-01-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.87,False,Humidity baseline improved after seal replacement.
-5541,2024-01-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.932,False,Unbalanced load introduced cyclical pressure ripple.
-5542,2024-01-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.808,False,Sensor enclosure opened for manual calibration verification.
-5543,2024-01-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.238,False,Supervisory alert generated after three consecutive threshold breaches.
-5544,2024-01-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.54,False,Pressure settled back to nominal after valve reseat.
-5545,2024-01-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Thermal overshoot event coincided with recipe change on furnace.
-5546,2024-01-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.199,False,Maintenance note logged for coupling imbalance inspection.
-5547,2024-01-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.079,False,Sensor enclosure opened for manual calibration verification.
-5548,2024-01-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.675,False,Machine throughput increase drove sustained pressure uplift.
-5549,2024-01-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.099,False,Night shift startup produced higher than normal vibration floor.
-5550,2024-01-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.569,False,Operator reset acknowledged after red-tag inspection.
-5551,2024-01-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Maintenance scheduler deferred calibration due to spare shortage.
-5552,2024-01-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.875,False,Quality team requested trace review for lot 24-118B.
-5553,2024-01-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.812,False,Maintenance crew confirmed lubrication interval was missed.
-5554,2024-01-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.497,False,Calibration check overdue by 11 days for press-line transducer.
-5555,2024-01-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.437,False,Quality team requested trace review for lot 24-118B.
-5556,2024-01-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.452,False,Quality hold reduced finishing booth activity for one shift.
-5557,2024-01-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.466,False,Sensor heartbeat delayed by one interval after gateway retry.
-5558,2024-01-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.278,False,Maintenance crew confirmed lubrication interval was missed.
-5559,2024-01-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.616,False,Sensor battery health remains nominal after firmware update.
-5560,2024-01-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.662,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5561,2024-01-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.934,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5562,2024-01-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.574,False,Unbalanced load introduced cyclical pressure ripple.
-5563,2024-01-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.487,False,Edge collector replayed buffered events after network recovery.
-5564,2024-01-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.503,False,Machine idle period extended during planned sanitation window.
-5565,2024-01-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.396,False,Pressure line purge completed before restart authorization.
-5566,2024-01-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.961,False,Night shift startup produced higher than normal vibration floor.
-5567,2024-01-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.783,False,Sensor signal clipping observed during startup surge.
-5568,2024-01-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.08,False,Night shift startup produced higher than normal vibration floor.
-5569,2024-01-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.644,False,Night shift startup produced higher than normal vibration floor.
-5570,2024-01-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.514,False,Unbalanced load introduced cyclical pressure ripple.
-5571,2024-01-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.488,False,Night shift startup produced higher than normal vibration floor.
-5572,2024-01-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.909,False,Humidity baseline improved after seal replacement.
-5573,2024-01-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.843,False,Condensation warning cleared after dehumidifier ramp-up.
-5574,2024-01-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.338,False,Anomaly review flagged possible bearing wear progression.
-5575,2024-01-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Warning threshold updated for pilot predictive-maintenance model.
-5576,2024-01-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.814,False,Supervisory alert generated after three consecutive threshold breaches.
-5577,2024-01-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.467,False,Bearing temperature rising faster than baseline on spindle cell.
-5578,2024-01-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.456,False,Operator reported intermittent chatter on machine CNC-04.
-5579,2024-01-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.211,False,Temperature variance narrowed after coolant nozzle cleaning.
-5580,2024-01-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.935,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5581,2024-01-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.977,False,Anomaly review flagged possible bearing wear progression.
-5582,2024-01-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.246,False,Hydraulic line pressure oscillation detected under load.
-5583,2024-01-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.145,False,Vibration baseline recovered after tool holder replacement.
-5584,2024-01-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.813,False,Bearing temperature rising faster than baseline on spindle cell.
-5585,2024-01-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.973,False,Short-lived packet loss observed at edge gateway gw-02.
-5586,2024-01-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.64,False,Supervisory alert generated after three consecutive threshold breaches.
-5587,2024-01-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.477,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5588,2024-01-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.165,False,Maintenance crew confirmed lubrication interval was missed.
-5589,2024-01-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Quality hold reduced finishing booth activity for one shift.
-5590,2024-01-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.512,False,SCADA backfill inserted two delayed telemetry points.
-5591,2024-01-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.751,False,Vibration burst exceeds envelope during tool change cycle.
-5592,2024-01-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.972,False,Maintenance crew confirmed lubrication interval was missed.
-5593,2024-01-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Coolant loop adjustment reduced chamber temperature spread.
-5594,2024-01-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.479,False,Temperature remained elevated during unscheduled overtime run.
-5595,2024-01-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.976,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5596,2024-01-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.598,False,Temperature remained elevated during unscheduled overtime run.
-5597,2024-01-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.533,False,Thermal overshoot event coincided with recipe change on furnace.
-5598,2024-01-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.646,False,Thermal ramp exceeded expected warmup curve before shift start.
-5599,2024-01-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.232,False,Transient outlier matched forklift impact near cabinet wall.
-5600,2024-01-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.958,False,Condensation warning cleared after dehumidifier ramp-up.
-5601,2024-01-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.084,False,Machine throughput increase drove sustained pressure uplift.
-5602,2024-01-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.691,False,Thermal ramp exceeded expected warmup curve before shift start.
-5603,2024-01-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.349,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5604,2024-01-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.021,False,Humidity excursion near finishing booth during coating run.
-5605,2024-01-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Machine throughput increase drove sustained pressure uplift.
-5606,2024-01-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.597,False,Short-lived packet loss observed at edge gateway gw-02.
-5607,2024-01-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.834,False,Coolant loop adjustment reduced chamber temperature spread.
-5608,2024-01-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.525,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5609,2024-01-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5610,2024-01-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.678,False,Maintenance scheduler deferred calibration due to spare shortage.
-5611,2024-01-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Humidity climbed during dock-door open period in afternoon shift.
-5612,2024-01-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.172,False,Sensor battery health remains nominal after firmware update.
-5613,2024-01-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.151,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5614,2024-01-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.303,False,Thermal ramp exceeded expected warmup curve before shift start.
-5615,2024-01-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Edge collector replayed buffered events after network recovery.
-5616,2024-01-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.604,False,SCADA backfill inserted two delayed telemetry points.
-5617,2024-01-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.358,False,Temporary gateway failover completed without data loss.
-5618,2024-01-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.759,False,Reliability engineer tagged sample window for model retraining.
-5619,2024-01-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.883,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5620,2024-01-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.761,False,Humidity baseline improved after seal replacement.
-5621,2024-01-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.165,False,Quality hold reduced finishing booth activity for one shift.
-5622,2024-01-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.653,False,Vibration harmonics broadened during extended production run.
-5623,2024-01-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.78,False,Sensor battery health remains nominal after firmware update.
-5624,2024-01-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.373,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5625,2024-01-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.196,False,Hydraulic line pressure oscillation detected under load.
-5626,2024-01-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.45,False,Condensation warning cleared after dehumidifier ramp-up.
-5627,2024-01-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.728,False,Quality team requested trace review for lot 24-118B.
-5628,2024-01-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.416,False,Shift handoff note referenced unusual noise near press enclosure.
-5629,2024-01-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.279,False,Press cycle dwell time lengthened during high-volume batch.
-5630,2024-01-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.64,False,Operator reported intermittent chatter on machine CNC-04.
-5631,2024-01-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.914,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5632,2024-01-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.448,False,Temperature variance narrowed after coolant nozzle cleaning.
-5633,2024-01-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.026,False,Sensor heartbeat delayed by one interval after gateway retry.
-5634,2024-01-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.466,False,Warning threshold updated for pilot predictive-maintenance model.
-5635,2024-01-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.666,False,Humidity readings track seasonal rise across late spring.
-5636,2024-01-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,58.163,False,Quality team requested trace review for lot 24-118B.
-5637,2024-01-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,Shift handoff note referenced unusual noise near press enclosure.
-5638,2024-01-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.434,False,Vibration baseline recovered after tool holder replacement.
-5639,2024-01-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.94,False,Reliability engineer tagged sample window for model retraining.
-5640,2024-01-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.73,False,Calibration check overdue by 11 days for press-line transducer.
-5641,2024-01-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.07,False,Operator reported intermittent chatter on machine CNC-04.
-5642,2024-01-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.198,False,Warning threshold updated for pilot predictive-maintenance model.
-5643,2024-01-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.47,False,Coolant loop adjustment reduced chamber temperature spread.
-5644,2024-01-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.353,False,Quality team requested trace review for lot 24-118B.
-5645,2024-01-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.637,False,Bearing temperature rising faster than baseline on spindle cell.
-5646,2024-01-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.881,False,Bearing temperature rising faster than baseline on spindle cell.
-5647,2024-01-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.053,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5648,2024-01-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.92,False,Coolant loop adjustment reduced chamber temperature spread.
-5649,2024-01-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.441,False,Humidity climbed during dock-door open period in afternoon shift.
-5650,2024-01-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.18,False,Packaging line stop reduced adjacent vibration background.
-5651,2024-01-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5652,2024-01-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.612,False,Vibration baseline recovered after tool holder replacement.
-5653,2024-01-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.064,False,Calibration check overdue by 11 days for press-line transducer.
-5654,2024-01-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.577,False,Coolant loop adjustment reduced chamber temperature spread.
-5655,2024-01-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.484,False,Operator reported intermittent chatter on machine CNC-04.
-5656,2024-01-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.972,False,Temperature remained elevated during unscheduled overtime run.
-5657,2024-01-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.909,False,Temperature remained elevated during unscheduled overtime run.
-5658,2024-01-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.251,False,Sensor enclosure opened for manual calibration verification.
-5659,2024-01-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.427,False,Reliability engineer tagged sample window for model retraining.
-5660,2024-01-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.26,False,Warning threshold updated for pilot predictive-maintenance model.
-5661,2024-01-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.387,False,Anomaly review flagged possible bearing wear progression.
-5662,2024-01-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.329,False,Condensation warning cleared after dehumidifier ramp-up.
-5663,2024-01-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.897,False,Thermal ramp exceeded expected warmup curve before shift start.
-5664,2024-01-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.616,False,Pressure peak corresponds to oversized billet batch processing.
-5665,2024-01-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.937,False,Shift handoff note referenced unusual noise near press enclosure.
-5666,2024-01-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.44,False,Humidity baseline improved after seal replacement.
-5667,2024-01-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.952,False,Hydraulic line pressure oscillation detected under load.
-5668,2024-01-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.226,False,Pressure peak corresponds to oversized billet batch processing.
-5669,2024-01-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.992,False,Vibration baseline recovered after tool holder replacement.
-5670,2024-01-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.375,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5671,2024-01-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.3,False,Bearing temperature rising faster than baseline on spindle cell.
-5672,2024-01-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.923,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5673,2024-01-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.103,False,Edge collector replayed buffered events after network recovery.
-5674,2024-01-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.898,False,Vibration harmonics broadened during extended production run.
-5675,2024-01-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.103,False,Supervisory alert generated after three consecutive threshold breaches.
-5676,2024-01-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.814,False,Supervisory alert generated after three consecutive threshold breaches.
-5677,2024-01-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.37,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5678,2024-01-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.403,False,Pressure settled back to nominal after valve reseat.
-5679,2024-01-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.42,False,Maintenance scheduler deferred calibration due to spare shortage.
-5680,2024-01-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.467,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5681,2024-01-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.608,False,Night shift startup produced higher than normal vibration floor.
-5682,2024-01-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.116,False,Humidity readings track seasonal rise across late spring.
-5683,2024-01-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.944,False,Pressure peak corresponds to oversized billet batch processing.
-5684,2024-01-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.676,False,Maintenance scheduler deferred calibration due to spare shortage.
-5685,2024-01-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Humidity baseline improved after seal replacement.
-5686,2024-01-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.825,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5687,2024-01-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.26,False,Operator reported intermittent chatter on machine CNC-04.
-5688,2024-01-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.459,False,Night shift startup produced higher than normal vibration floor.
-5689,2024-01-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.752,False,Machine throughput increase drove sustained pressure uplift.
-5690,2024-01-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.414,False,Bearing temperature rising faster than baseline on spindle cell.
-5691,2024-01-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.935,False,Calibration check overdue by 11 days for press-line transducer.
-5692,2024-01-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.408,False,Humidity excursion near finishing booth during coating run.
-5693,2024-01-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.327,False,Machine idle period extended during planned sanitation window.
-5694,2024-01-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.193,False,Supervisory alert generated after three consecutive threshold breaches.
-5695,2024-01-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.476,False,Anomaly review flagged possible bearing wear progression.
-5696,2024-01-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.397,False,Vibration harmonics broadened during extended production run.
-5697,2024-01-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.907,False,Reliability engineer tagged sample window for model retraining.
-5698,2024-01-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.133,False,Sensor heartbeat delayed by one interval after gateway retry.
-5699,2024-01-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.099,False,Machine throughput increase drove sustained pressure uplift.
-5700,2024-01-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,58.725,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5701,2024-01-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.85,False,Reliability engineer tagged sample window for model retraining.
-5702,2024-01-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.834,False,Air handler maintenance reduced humidity variance on finishing line.
-5703,2024-01-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.744,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5704,2024-01-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.146,False,Operator reset acknowledged after red-tag inspection.
-5705,2024-01-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.706,False,Unbalanced load introduced cyclical pressure ripple.
-5706,2024-01-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.956,False,Calibration check overdue by 11 days for press-line transducer.
-5707,2024-01-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.815,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5708,2024-01-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.245,False,Transient outlier matched forklift impact near cabinet wall.
-5709,2024-01-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.361,False,Vibration baseline recovered after tool holder replacement.
-5710,2024-01-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.136,False,Sensor enclosure opened for manual calibration verification.
-5711,2024-01-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.544,False,Maintenance note logged for coupling imbalance inspection.
-5712,2024-01-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.901,False,Short-lived packet loss observed at edge gateway gw-02.
-5713,2024-01-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.758,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5714,2024-01-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.598,False,Temperature variance narrowed after coolant nozzle cleaning.
-5715,2024-01-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.429,False,Operator reported intermittent chatter on machine CNC-04.
-5716,2024-01-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.041,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5717,2024-01-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.886,False,Bearing temperature rising faster than baseline on spindle cell.
-5718,2024-01-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,61.269,False,Condensation warning cleared after dehumidifier ramp-up.
-5719,2024-01-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.272,False,Sensor signal clipping observed during startup surge.
-5720,2024-01-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.016,False,Supervisory alert generated after three consecutive threshold breaches.
-5721,2024-01-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Air handler maintenance reduced humidity variance on finishing line.
-5722,2024-01-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.347,False,Press cycle dwell time lengthened during high-volume batch.
-5723,2024-01-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.193,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5724,2024-01-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.385,False,Quality team requested trace review for lot 24-118B.
-5725,2024-01-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.059,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5726,2024-01-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.688,False,Short-lived packet loss observed at edge gateway gw-02.
-5727,2024-01-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.195,False,Maintenance note logged for coupling imbalance inspection.
-5728,2024-01-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.321,False,Hydraulic line pressure oscillation detected under load.
-5729,2024-01-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Bearing temperature rising faster than baseline on spindle cell.
-5730,2024-01-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.802,False,Vibration baseline recovered after tool holder replacement.
-5731,2024-01-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.338,False,Shift handoff note referenced unusual noise near press enclosure.
-5732,2024-01-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.457,False,Sensor battery health remains nominal after firmware update.
-5733,2024-01-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.71,False,Maintenance crew confirmed lubrication interval was missed.
-5734,2024-01-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.989,False,Pressure peak corresponds to oversized billet batch processing.
-5735,2024-01-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.947,False,Humidity excursion near finishing booth during coating run.
-5736,2024-01-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.608,False,Machine idle period extended during planned sanitation window.
-5737,2024-01-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Vibration harmonics broadened during extended production run.
-5738,2024-01-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.831,False,Transient outlier matched forklift impact near cabinet wall.
-5739,2024-01-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.384,False,Edge collector replayed buffered events after network recovery.
-5740,2024-01-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.414,False,Reliability engineer tagged sample window for model retraining.
-5741,2024-01-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.916,False,Maintenance scheduler deferred calibration due to spare shortage.
-5742,2024-01-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.352,False,Coolant loop adjustment reduced chamber temperature spread.
-5743,2024-01-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.024,False,Vibration harmonics broadened during extended production run.
-5744,2024-01-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.274,False,Humidity baseline improved after seal replacement.
-5745,2024-01-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.437,False,Sensor heartbeat delayed by one interval after gateway retry.
-5746,2024-01-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.349,False,Dust extraction fan offline for 18 minutes on line finishing.
-5747,2024-01-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.33,False,Short-lived packet loss observed at edge gateway gw-02.
-5748,2024-01-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.037,False,Air handler maintenance reduced humidity variance on finishing line.
-5749,2024-01-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.397,False,Maintenance note logged for coupling imbalance inspection.
-5750,2024-01-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.99,False,Hydraulic line pressure oscillation detected under load.
-5751,2024-01-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.125,False,SCADA backfill inserted two delayed telemetry points.
-5752,2024-01-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.759,False,Thermal overshoot event coincided with recipe change on furnace.
-5753,2024-01-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Sensor enclosure opened for manual calibration verification.
-5754,2024-01-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.52,False,Warning threshold updated for pilot predictive-maintenance model.
-5755,2024-01-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.946,False,Vibration harmonics broadened during extended production run.
-5756,2024-01-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.139,False,Packaging line stop reduced adjacent vibration background.
-5757,2024-01-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.24,False,Hydraulic line pressure oscillation detected under load.
-5758,2024-01-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.261,False,Supervisory alert generated after three consecutive threshold breaches.
-5759,2024-01-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.251,False,Operator reset acknowledged after red-tag inspection.
-5760,2024-01-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.334,False,Maintenance crew confirmed lubrication interval was missed.
-5761,2024-01-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.793,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5762,2024-01-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.276,False,Operator reset acknowledged after red-tag inspection.
-5763,2024-01-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.779,False,Telemetry quality flag downgraded during sensor self-test window.
-5764,2024-01-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.343,False,Supervisory alert generated after three consecutive threshold breaches.
-5765,2024-01-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.881,False,Dust extraction fan offline for 18 minutes on line finishing.
-5766,2024-01-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.599,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5767,2024-01-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.063,False,Reliability engineer tagged sample window for model retraining.
-5768,2024-01-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.131,False,Coolant loop adjustment reduced chamber temperature spread.
-5769,2024-01-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.731,False,Sensor heartbeat delayed by one interval after gateway retry.
-5770,2024-01-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.767,False,Coolant loop adjustment reduced chamber temperature spread.
-5771,2024-01-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.737,False,Vibration baseline recovered after tool holder replacement.
-5772,2024-01-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.807,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5773,2024-01-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.475,False,Air handler maintenance reduced humidity variance on finishing line.
-5774,2024-01-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.538,False,Machine throughput increase drove sustained pressure uplift.
-5775,2024-01-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.344,False,Anomaly review flagged possible bearing wear progression.
-5776,2024-01-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.716,False,Humidity excursion near finishing booth during coating run.
-5777,2024-01-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.27,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5778,2024-01-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.835,False,Quality team requested trace review for lot 24-118B.
-5779,2024-01-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.934,False,Air handler maintenance reduced humidity variance on finishing line.
-5780,2024-01-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.801,False,Humidity baseline improved after seal replacement.
-5781,2024-01-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.607,False,Vibration harmonics broadened during extended production run.
-5782,2024-01-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.836,False,Quality team requested trace review for lot 24-118B.
-5783,2024-01-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.135,False,Night shift startup produced higher than normal vibration floor.
-5784,2024-01-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.457,False,Bearing temperature rising faster than baseline on spindle cell.
-5785,2024-01-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.271,False,Bearing temperature rising faster than baseline on spindle cell.
-5786,2024-01-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.877,False,Maintenance crew confirmed lubrication interval was missed.
-5787,2024-01-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.463,False,Bearing temperature rising faster than baseline on spindle cell.
-5788,2024-01-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.277,False,Vibration burst exceeds envelope during tool change cycle.
-5789,2024-01-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.201,False,Calibration check overdue by 11 days for press-line transducer.
-5790,2024-01-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.092,False,Condensation warning cleared after dehumidifier ramp-up.
-5791,2024-01-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.336,False,Humidity baseline improved after seal replacement.
-5792,2024-01-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.974,False,Hydraulic line pressure oscillation detected under load.
-5793,2024-01-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.462,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5794,2024-01-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.569,False,Humidity baseline improved after seal replacement.
-5795,2024-01-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.672,False,Calibration check overdue by 11 days for press-line transducer.
-5796,2024-01-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.411,False,Packaging line stop reduced adjacent vibration background.
-5797,2024-01-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.043,False,Humidity excursion near finishing booth during coating run.
-5798,2024-01-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.061,False,Air handler maintenance reduced humidity variance on finishing line.
-5799,2024-01-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.475,False,Edge collector replayed buffered events after network recovery.
-5800,2024-01-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.304,False,Supervisory alert generated after three consecutive threshold breaches.
-5801,2024-01-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.976,False,Transient outlier matched forklift impact near cabinet wall.
-5802,2024-01-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.753,False,Quality team requested trace review for lot 24-118B.
-5803,2024-01-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.649,False,Temporary gateway failover completed without data loss.
-5804,2024-01-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.656,False,Calibration check overdue by 11 days for press-line transducer.
-5805,2024-01-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.346,False,Pressure peak corresponds to oversized billet batch processing.
-5806,2024-01-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.362,False,Temporary gateway failover completed without data loss.
-5807,2024-01-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.9,False,Transient outlier matched forklift impact near cabinet wall.
-5808,2024-01-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.989,False,Temperature remained elevated during unscheduled overtime run.
-5809,2024-01-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.162,False,Hydraulic line pressure oscillation detected under load.
-5810,2024-01-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.167,False,Transient outlier matched forklift impact near cabinet wall.
-5811,2024-01-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Supervisory alert generated after three consecutive threshold breaches.
-5812,2024-01-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.485,False,Thermal ramp exceeded expected warmup curve before shift start.
-5813,2024-01-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.717,False,Coolant loop adjustment reduced chamber temperature spread.
-5814,2024-01-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.301,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5815,2024-01-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Edge collector replayed buffered events after network recovery.
-5816,2024-01-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.3,False,Temporary gateway failover completed without data loss.
-5817,2024-01-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.848,False,Edge collector replayed buffered events after network recovery.
-5818,2024-01-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.827,False,Short-lived packet loss observed at edge gateway gw-02.
-5819,2024-01-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.787,False,Hydraulic line pressure oscillation detected under load.
-5820,2024-01-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.149,False,Maintenance crew confirmed lubrication interval was missed.
-5821,2024-01-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.56,False,SCADA backfill inserted two delayed telemetry points.
-5822,2024-01-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.58,False,Supervisory alert generated after three consecutive threshold breaches.
-5823,2024-01-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.115,False,Machine idle period extended during planned sanitation window.
-5824,2024-01-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.078,False,Machine idle period extended during planned sanitation window.
-5825,2024-01-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.156,False,Vibration burst exceeds envelope during tool change cycle.
-5826,2024-01-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.757,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5827,2024-01-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.846,False,Sensor enclosure opened for manual calibration verification.
-5828,2024-01-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.121,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5829,2024-01-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.809,False,Pressure settled back to nominal after valve reseat.
-5830,2024-01-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.668,False,Machine throughput increase drove sustained pressure uplift.
-5831,2024-01-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.249,False,Maintenance crew confirmed lubrication interval was missed.
-5832,2024-01-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.608,False,Reliability engineer tagged sample window for model retraining.
-5833,2024-01-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.055,False,Packaging line stop reduced adjacent vibration background.
-5834,2024-01-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.661,False,Pressure peak corresponds to oversized billet batch processing.
-5835,2024-01-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.846,False,Short-lived packet loss observed at edge gateway gw-02.
-5836,2024-01-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.724,False,Unbalanced load introduced cyclical pressure ripple.
-5837,2024-01-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.646,False,Telemetry quality flag downgraded during sensor self-test window.
-5838,2024-01-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.147,False,Vibration burst exceeds envelope during tool change cycle.
-5839,2024-01-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.242,False,Dust extraction fan offline for 18 minutes on line finishing.
-5840,2024-01-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.599,False,Maintenance note logged for coupling imbalance inspection.
-5841,2024-01-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.144,False,Shift handoff note referenced unusual noise near press enclosure.
-5842,2024-01-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.176,False,Condensation warning cleared after dehumidifier ramp-up.
-5843,2024-01-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.861,False,Thermal ramp exceeded expected warmup curve before shift start.
-5844,2024-01-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.693,False,Machine idle period extended during planned sanitation window.
-5845,2024-01-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.536,False,Transient outlier matched forklift impact near cabinet wall.
-5846,2024-01-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.164,False,Machine throughput increase drove sustained pressure uplift.
-5847,2024-01-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.757,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5848,2024-01-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.115,False,Sensor heartbeat delayed by one interval after gateway retry.
-5849,2024-01-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Telemetry quality flag downgraded during sensor self-test window.
-5850,2024-01-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.811,False,Short-lived packet loss observed at edge gateway gw-02.
-5851,2024-01-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.813,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5852,2024-01-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.626,False,Condensation warning cleared after dehumidifier ramp-up.
-5853,2024-01-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Pressure settled back to nominal after valve reseat.
-5854,2024-01-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.321,False,Machine throughput increase drove sustained pressure uplift.
-5855,2024-01-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.854,False,Thermal ramp exceeded expected warmup curve before shift start.
-5856,2024-01-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.297,False,Maintenance scheduler deferred calibration due to spare shortage.
-5857,2024-01-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.228,False,Humidity excursion near finishing booth during coating run.
-5858,2024-01-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.472,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5859,2024-01-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.083,False,Warning threshold updated for pilot predictive-maintenance model.
-5860,2024-01-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.578,False,Calibration check overdue by 11 days for press-line transducer.
-5861,2024-01-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Temperature variance narrowed after coolant nozzle cleaning.
-5862,2024-01-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.644,False,Bearing temperature rising faster than baseline on spindle cell.
-5863,2024-01-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.864,False,Supervisory alert generated after three consecutive threshold breaches.
-5864,2024-01-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.714,False,SCADA backfill inserted two delayed telemetry points.
-5865,2024-01-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.136,False,Reliability engineer tagged sample window for model retraining.
-5866,2024-01-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.264,False,Vibration baseline recovered after tool holder replacement.
-5867,2024-01-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.005,False,Air handler maintenance reduced humidity variance on finishing line.
-5868,2024-01-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.037,False,Quality hold reduced finishing booth activity for one shift.
-5869,2024-01-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5870,2024-01-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.442,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5871,2024-01-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.666,False,Hydraulic line pressure oscillation detected under load.
-5872,2024-01-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.532,False,Thermal ramp exceeded expected warmup curve before shift start.
-5873,2024-01-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.968,False,Hydraulic line pressure oscillation detected under load.
-5874,2024-01-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.67,False,Coolant loop adjustment reduced chamber temperature spread.
-5875,2024-01-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.046,False,Dust extraction fan offline for 18 minutes on line finishing.
-5876,2024-01-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.969,False,Condensation warning cleared after dehumidifier ramp-up.
-5877,2024-01-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.195,False,Warning threshold updated for pilot predictive-maintenance model.
-5878,2024-01-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.974,False,Night shift startup produced higher than normal vibration floor.
-5879,2024-01-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.496,False,Pressure peak corresponds to oversized billet batch processing.
-5880,2024-01-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.902,False,Thermal overshoot event coincided with recipe change on furnace.
-5881,2024-01-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.449,False,Sensor signal clipping observed during startup surge.
-5882,2024-01-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.472,False,Temporary gateway failover completed without data loss.
-5883,2024-01-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.945,False,Operator reported intermittent chatter on machine CNC-04.
-5884,2024-01-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.226,False,Sensor battery health remains nominal after firmware update.
-5885,2024-01-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.976,False,Supervisory alert generated after three consecutive threshold breaches.
-5886,2024-01-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.188,False,Sensor signal clipping observed during startup surge.
-5887,2024-01-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.484,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5888,2024-01-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.675,False,Maintenance scheduler deferred calibration due to spare shortage.
-5889,2024-01-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.494,False,Quality team requested trace review for lot 24-118B.
-5890,2024-01-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.236,False,Packaging line stop reduced adjacent vibration background.
-5891,2024-01-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.936,False,Reliability engineer tagged sample window for model retraining.
-5892,2024-01-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.807,False,Short-lived packet loss observed at edge gateway gw-02.
-5893,2024-01-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.88,False,SCADA backfill inserted two delayed telemetry points.
-5894,2024-01-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.457,False,Edge collector replayed buffered events after network recovery.
-5895,2024-01-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.12,False,Dust extraction fan offline for 18 minutes on line finishing.
-5896,2024-01-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.061,False,Pressure line purge completed before restart authorization.
-5897,2024-01-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.342,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5898,2024-01-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.101,False,Air handler maintenance reduced humidity variance on finishing line.
-5899,2024-01-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.001,False,Humidity excursion near finishing booth during coating run.
-5900,2024-01-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.62,False,Machine idle period extended during planned sanitation window.
-5901,2024-01-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Coolant loop adjustment reduced chamber temperature spread.
-5902,2024-01-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.501,False,Anomaly review flagged possible bearing wear progression.
-5903,2024-01-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.581,False,Air handler maintenance reduced humidity variance on finishing line.
-5904,2024-01-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.851,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5905,2024-01-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.733,False,Night shift startup produced higher than normal vibration floor.
-5906,2024-01-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.727,False,Pressure peak corresponds to oversized billet batch processing.
-5907,2024-01-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.237,False,Night shift startup produced higher than normal vibration floor.
-5908,2024-01-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.152,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5909,2024-01-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Bearing temperature rising faster than baseline on spindle cell.
-5910,2024-01-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.684,False,SCADA backfill inserted two delayed telemetry points.
-5911,2024-01-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.858,False,Shift handoff note referenced unusual noise near press enclosure.
-5912,2024-01-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.384,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5913,2024-01-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.824,False,Short-lived packet loss observed at edge gateway gw-02.
-5914,2024-01-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.489,False,Compressed air fluctuation introduced pressure noise for two cycles.
-5915,2024-01-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.294,False,Heat-treat furnace door cycling increased localized temperature spikes.
-5916,2024-01-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.149,False,Telemetry quality flag downgraded during sensor self-test window.
-5917,2024-01-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.426,False,Calibration check overdue by 11 days for press-line transducer.
-5918,2024-01-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.226,False,Warning threshold updated for pilot predictive-maintenance model.
-5919,2024-01-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.625,False,Sensor enclosure opened for manual calibration verification.
-5920,2024-01-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.208,False,Press cycle dwell time lengthened during high-volume batch.
-5921,2024-01-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.426,False,Air handler maintenance reduced humidity variance on finishing line.
-5922,2024-01-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.903,False,Pressure peak corresponds to oversized billet batch processing.
-5923,2024-01-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Vibration baseline recovered after tool holder replacement.
-5924,2024-01-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.973,False,Humidity baseline improved after seal replacement.
-5925,2024-01-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5926,2024-01-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.777,False,SCADA backfill inserted two delayed telemetry points.
-5927,2024-01-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.418,False,Operator reset acknowledged after red-tag inspection.
-5928,2024-01-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.251,False,Thermal ramp exceeded expected warmup curve before shift start.
-5929,2024-01-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.726,False,Vibration harmonics broadened during extended production run.
-5930,2024-01-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.283,False,Night shift startup produced higher than normal vibration floor.
-5931,2024-01-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.194,False,Sensor enclosure opened for manual calibration verification.
-5932,2024-01-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.373,False,Bearing temperature rising faster than baseline on spindle cell.
-5933,2024-01-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Operator reset acknowledged after red-tag inspection.
-5934,2024-01-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.99,False,Maintenance scheduler deferred calibration due to spare shortage.
-5935,2024-01-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.844,False,Quality hold reduced finishing booth activity for one shift.
-5936,2024-01-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.474,False,Ambient temperature stabilized after HVAC stage-two engagement.
-5937,2024-01-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.542,False,Sensor signal clipping observed during startup surge.
-5938,2024-01-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.341,False,Coolant loop adjustment reduced chamber temperature spread.
-5939,2024-01-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.878,False,Maintenance crew confirmed lubrication interval was missed.
-5940,2024-01-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.95,False,Sensor enclosure opened for manual calibration verification.
-5941,2024-01-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.514,False,Sensor signal clipping observed during startup surge.
-5942,2024-01-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.478,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5943,2024-01-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.946,False,Temperature remained elevated during unscheduled overtime run.
-5944,2024-01-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.124,False,Humidity excursion near finishing booth during coating run.
-5945,2024-01-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.447,False,Vibration harmonics broadened during extended production run.
-5946,2024-01-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.502,False,Operator reported intermittent chatter on machine CNC-04.
-5947,2024-01-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.509,False,Press cycle dwell time lengthened during high-volume batch.
-5948,2024-01-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.845,False,Edge collector replayed buffered events after network recovery.
-5949,2024-01-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.592,False,Packaging line stop reduced adjacent vibration background.
-5950,2024-01-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.019,False,Short-lived packet loss observed at edge gateway gw-02.
-5951,2024-01-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.296,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-5952,2024-01-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.021,False,Machine idle period extended during planned sanitation window.
-5953,2024-01-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.09,False,Air handler maintenance reduced humidity variance on finishing line.
-5954,2024-01-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.93,False,Maintenance crew confirmed lubrication interval was missed.
-5955,2024-01-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.887,False,Air handler maintenance reduced humidity variance on finishing line.
-5956,2024-01-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.618,False,Maintenance note logged for coupling imbalance inspection.
-5957,2024-01-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Vibration burst exceeds envelope during tool change cycle.
-5958,2024-01-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.811,False,Anomaly review flagged possible bearing wear progression.
-5959,2024-01-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.596,False,SCADA backfill inserted two delayed telemetry points.
-5960,2024-01-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.409,False,Edge collector replayed buffered events after network recovery.
-5961,2024-01-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.881,False,Sensor battery health remains nominal after firmware update.
-5962,2024-01-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.62,False,Warning threshold updated for pilot predictive-maintenance model.
-5963,2024-01-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.221,False,Short-lived packet loss observed at edge gateway gw-02.
-5964,2024-01-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.987,False,Sensor 3 drift suspected after cross-check with manual gauge.
-5965,2024-01-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.712,False,Telemetry quality flag downgraded during sensor self-test window.
-5966,2024-01-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.966,False,Unbalanced load introduced cyclical pressure ripple.
-5967,2024-01-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.162,False,Machine throughput increase drove sustained pressure uplift.
-5968,2024-01-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.763,False,Warning threshold updated for pilot predictive-maintenance model.
-5969,2024-01-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.491,False,Unbalanced load introduced cyclical pressure ripple.
-5970,2024-01-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.37,False,Condensation warning cleared after dehumidifier ramp-up.
-5971,2024-01-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.556,False,Thermal ramp exceeded expected warmup curve before shift start.
-5972,2024-01-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.013,False,Transient outlier matched forklift impact near cabinet wall.
-5973,2024-01-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.135,False,Thermal ramp exceeded expected warmup curve before shift start.
-5974,2024-01-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.925,False,Air handler maintenance reduced humidity variance on finishing line.
-5975,2024-01-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.646,False,Temporary gateway failover completed without data loss.
-5976,2024-01-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.658,False,Air handler maintenance reduced humidity variance on finishing line.
-5977,2024-01-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.136,False,Calibration check overdue by 11 days for press-line transducer.
-5978,2024-01-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.994,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-5979,2024-01-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.828,False,Calibration check overdue by 11 days for press-line transducer.
-5980,2024-01-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.746,False,Transient outlier matched forklift impact near cabinet wall.
-5981,2024-01-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Short-lived packet loss observed at edge gateway gw-02.
-5982,2024-01-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.193,False,Sensor enclosure opened for manual calibration verification.
-5983,2024-01-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.103,False,Thermal ramp exceeded expected warmup curve before shift start.
-5984,2024-01-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.316,False,Night shift startup produced higher than normal vibration floor.
-5985,2024-01-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.732,False,Vibration harmonics broadened during extended production run.
-5986,2024-01-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.23,False,Pressure peak corresponds to oversized billet batch processing.
-5987,2024-01-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.562,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5988,2024-01-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.586,False,Quality hold reduced finishing booth activity for one shift.
-5989,2024-01-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.097,False,Unbalanced load introduced cyclical pressure ripple.
-5990,2024-01-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.599,False,Humidity readings track seasonal rise across late spring.
-5991,2024-01-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.417,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-5992,2024-01-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.205,False,Maintenance note logged for coupling imbalance inspection.
-5993,2024-01-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.037,False,Maintenance crew confirmed lubrication interval was missed.
-5994,2024-01-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.522,False,Humidity baseline improved after seal replacement.
-5995,2024-01-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.909,False,Short-lived packet loss observed at edge gateway gw-02.
-5996,2024-01-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.797,False,Vibration burst exceeds envelope during tool change cycle.
-5997,2024-01-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.534,False,Maintenance crew confirmed lubrication interval was missed.
-5998,2024-01-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.311,False,Coolant loop adjustment reduced chamber temperature spread.
-5999,2024-01-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.664,False,Unbalanced load introduced cyclical pressure ripple.
-6000,2024-01-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.024,False,Sensor heartbeat delayed by one interval after gateway retry.
-6001,2024-01-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.406,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6002,2024-01-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.934,False,Maintenance crew confirmed lubrication interval was missed.
-6003,2024-01-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.088,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6004,2024-01-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.525,False,Edge collector replayed buffered events after network recovery.
-6005,2024-01-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.168,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6006,2024-01-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.529,False,Sensor heartbeat delayed by one interval after gateway retry.
-6007,2024-01-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.11,False,Quality hold reduced finishing booth activity for one shift.
-6008,2024-01-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.45,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6009,2024-01-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.546,False,Telemetry quality flag downgraded during sensor self-test window.
-6010,2024-01-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.319,False,Machine throughput increase drove sustained pressure uplift.
-6011,2024-01-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.605,False,Vibration harmonics broadened during extended production run.
-6012,2024-01-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.65,False,Packaging line stop reduced adjacent vibration background.
-6013,2024-01-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.828,False,Humidity readings track seasonal rise across late spring.
-6014,2024-01-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.627,False,Maintenance scheduler deferred calibration due to spare shortage.
-6015,2024-01-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.586,False,Sensor heartbeat delayed by one interval after gateway retry.
-6016,2024-01-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.564,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6017,2024-01-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Vibration harmonics broadened during extended production run.
-6018,2024-01-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.596,False,Air handler maintenance reduced humidity variance on finishing line.
-6019,2024-01-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.091,False,Vibration baseline recovered after tool holder replacement.
-6020,2024-01-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.186,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6021,2024-01-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.523,False,Vibration burst exceeds envelope during tool change cycle.
-6022,2024-01-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.911,False,Maintenance crew confirmed lubrication interval was missed.
-6023,2024-01-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.114,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6024,2024-01-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.738,False,Machine idle period extended during planned sanitation window.
-6025,2024-01-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.763,False,Sensor enclosure opened for manual calibration verification.
-6026,2024-01-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.867,False,Anomaly review flagged possible bearing wear progression.
-6027,2024-01-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.607,False,Hydraulic line pressure oscillation detected under load.
-6028,2024-01-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.621,False,Vibration harmonics broadened during extended production run.
-6029,2024-01-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.2,False,Pressure settled back to nominal after valve reseat.
-6030,2024-01-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.862,False,Air handler maintenance reduced humidity variance on finishing line.
-6031,2024-01-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.311,False,Temporary gateway failover completed without data loss.
-6032,2024-01-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.391,False,Humidity climbed during dock-door open period in afternoon shift.
-6033,2024-01-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.77,False,Anomaly review flagged possible bearing wear progression.
-6034,2024-01-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.121,False,Vibration harmonics broadened during extended production run.
-6035,2024-01-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.214,False,Machine idle period extended during planned sanitation window.
-6036,2024-01-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.474,False,Sensor signal clipping observed during startup surge.
-6037,2024-01-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.731,False,Humidity baseline improved after seal replacement.
-6038,2024-01-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.802,False,Thermal ramp exceeded expected warmup curve before shift start.
-6039,2024-01-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.314,False,Operator reset acknowledged after red-tag inspection.
-6040,2024-01-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.902,False,Reliability engineer tagged sample window for model retraining.
-6041,2024-01-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Anomaly review flagged possible bearing wear progression.
-6042,2024-01-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.768,False,Maintenance scheduler deferred calibration due to spare shortage.
-6043,2024-01-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.213,False,Hydraulic line pressure oscillation detected under load.
-6044,2024-01-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,37.44,False,Maintenance crew confirmed lubrication interval was missed.
-6045,2024-01-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.375,False,Dust extraction fan offline for 18 minutes on line finishing.
-6046,2024-01-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.696,False,Sensor heartbeat delayed by one interval after gateway retry.
-6047,2024-01-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.64,False,Condensation warning cleared after dehumidifier ramp-up.
-6048,2024-01-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.244,False,Quality team requested trace review for lot 24-118B.
-6049,2024-01-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.56,False,Unbalanced load introduced cyclical pressure ripple.
-6050,2024-01-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.297,False,Temperature variance narrowed after coolant nozzle cleaning.
-6051,2024-01-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.513,False,Warning threshold updated for pilot predictive-maintenance model.
-6052,2024-01-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.143,False,Quality hold reduced finishing booth activity for one shift.
-6053,2024-01-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.381,False,Pressure settled back to nominal after valve reseat.
-6054,2024-01-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.026,False,Machine throughput increase drove sustained pressure uplift.
-6055,2024-01-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.549,False,Reliability engineer tagged sample window for model retraining.
-6056,2024-01-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.806,False,Maintenance crew confirmed lubrication interval was missed.
-6057,2024-01-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.023,False,Maintenance crew confirmed lubrication interval was missed.
-6058,2024-01-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.706,False,Press cycle dwell time lengthened during high-volume batch.
-6059,2024-01-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Operator reset acknowledged after red-tag inspection.
-6060,2024-01-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.031,False,Condensation warning cleared after dehumidifier ramp-up.
-6061,2024-01-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.396,False,Short-lived packet loss observed at edge gateway gw-02.
-6062,2024-01-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.861,False,Supervisory alert generated after three consecutive threshold breaches.
-6063,2024-01-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.894,False,Pressure line purge completed before restart authorization.
-6064,2024-01-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.599,False,Humidity excursion near finishing booth during coating run.
-6065,2024-01-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Telemetry quality flag downgraded during sensor self-test window.
-6066,2024-01-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.423,False,Edge collector replayed buffered events after network recovery.
-6067,2024-01-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Sensor battery health remains nominal after firmware update.
-6068,2024-01-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.685,False,Condensation warning cleared after dehumidifier ramp-up.
-6069,2024-01-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.167,False,Warning threshold updated for pilot predictive-maintenance model.
-6070,2024-01-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.226,False,Sensor signal clipping observed during startup surge.
-6071,2024-01-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.599,False,Edge collector replayed buffered events after network recovery.
-6072,2024-01-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.266,False,Anomaly review flagged possible bearing wear progression.
-6073,2024-01-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.953,False,Vibration burst exceeds envelope during tool change cycle.
-6074,2024-01-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.278,False,Coolant loop adjustment reduced chamber temperature spread.
-6075,2024-01-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.251,False,Temperature variance narrowed after coolant nozzle cleaning.
-6076,2024-01-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.88,False,Maintenance scheduler deferred calibration due to spare shortage.
-6077,2024-01-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.976,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6078,2024-01-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.044,False,Hydraulic line pressure oscillation detected under load.
-6079,2024-01-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.072,False,Vibration baseline recovered after tool holder replacement.
-6080,2024-01-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.258,False,Operator reset acknowledged after red-tag inspection.
-6081,2024-01-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.918,False,Humidity climbed during dock-door open period in afternoon shift.
-6082,2024-01-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.301,False,Temperature remained elevated during unscheduled overtime run.
-6083,2024-01-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.833,False,Thermal overshoot event coincided with recipe change on furnace.
-6084,2024-01-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.813,False,Short-lived packet loss observed at edge gateway gw-02.
-6085,2024-01-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.041,False,SCADA backfill inserted two delayed telemetry points.
-6086,2024-01-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.911,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6087,2024-01-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Machine throughput increase drove sustained pressure uplift.
-6088,2024-01-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.295,False,Operator reported intermittent chatter on machine CNC-04.
-6089,2024-01-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.633,False,Operator reported intermittent chatter on machine CNC-04.
-6090,2024-01-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.895,False,Bearing temperature rising faster than baseline on spindle cell.
-6091,2024-01-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.951,False,Warning threshold updated for pilot predictive-maintenance model.
-6092,2024-01-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.383,False,Sensor battery health remains nominal after firmware update.
-6093,2024-01-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.298,False,Maintenance scheduler deferred calibration due to spare shortage.
-6094,2024-01-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.837,False,Humidity excursion near finishing booth during coating run.
-6095,2024-01-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.583,False,Thermal overshoot event coincided with recipe change on furnace.
-6096,2024-01-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.141,False,Temperature variance narrowed after coolant nozzle cleaning.
-6097,2024-01-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.446,False,Sensor enclosure opened for manual calibration verification.
-6098,2024-01-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.069,False,Maintenance note logged for coupling imbalance inspection.
-6099,2024-01-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.297,False,Reliability engineer tagged sample window for model retraining.
-6100,2024-01-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.836,False,Shift handoff note referenced unusual noise near press enclosure.
-6101,2024-01-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.063,False,Edge collector replayed buffered events after network recovery.
-6102,2024-01-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.87,False,Warning threshold updated for pilot predictive-maintenance model.
-6103,2024-01-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.37,False,Supervisory alert generated after three consecutive threshold breaches.
-6104,2024-01-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.981,False,Pressure peak corresponds to oversized billet batch processing.
-6105,2024-01-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.702,False,Maintenance scheduler deferred calibration due to spare shortage.
-6106,2024-01-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.899,False,Transient outlier matched forklift impact near cabinet wall.
-6107,2024-01-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.442,False,Telemetry quality flag downgraded during sensor self-test window.
-6108,2024-01-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.799,False,Temporary gateway failover completed without data loss.
-6109,2024-01-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.761,False,Machine throughput increase drove sustained pressure uplift.
-6110,2024-01-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.906,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6111,2024-01-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.447,False,Coolant loop adjustment reduced chamber temperature spread.
-6112,2024-01-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.011,False,Temperature variance narrowed after coolant nozzle cleaning.
-6113,2024-01-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.26,False,Unbalanced load introduced cyclical pressure ripple.
-6114,2024-01-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.217,False,Maintenance scheduler deferred calibration due to spare shortage.
-6115,2024-01-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6116,2024-01-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.861,False,Press cycle dwell time lengthened during high-volume batch.
-6117,2024-01-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.336,False,Humidity baseline improved after seal replacement.
-6118,2024-01-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.766,False,Night shift startup produced higher than normal vibration floor.
-6119,2024-01-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Air handler maintenance reduced humidity variance on finishing line.
-6120,2024-01-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.912,False,Humidity readings track seasonal rise across late spring.
-6121,2024-01-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.794,False,Humidity excursion near finishing booth during coating run.
-6122,2024-01-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.794,False,Machine idle period extended during planned sanitation window.
-6123,2024-01-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.484,False,Operator reset acknowledged after red-tag inspection.
-6124,2024-01-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.382,False,Transient outlier matched forklift impact near cabinet wall.
-6125,2024-01-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Anomaly review flagged possible bearing wear progression.
-6126,2024-01-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.728,False,Condensation warning cleared after dehumidifier ramp-up.
-6127,2024-01-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.729,False,Sensor signal clipping observed during startup surge.
-6128,2024-01-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.839,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6129,2024-01-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.581,False,Packaging line stop reduced adjacent vibration background.
-6130,2024-01-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.979,False,Short-lived packet loss observed at edge gateway gw-02.
-6131,2024-01-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.833,False,Sensor enclosure opened for manual calibration verification.
-6132,2024-01-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.716,False,Temporary gateway failover completed without data loss.
-6133,2024-01-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.072,False,Quality hold reduced finishing booth activity for one shift.
-6134,2024-01-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.49,False,Vibration baseline recovered after tool holder replacement.
-6135,2024-01-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.866,False,Pressure settled back to nominal after valve reseat.
-6136,2024-01-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.978,False,Sensor battery health remains nominal after firmware update.
-6137,2024-01-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.65,False,Pressure peak corresponds to oversized billet batch processing.
-6138,2024-01-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.85,False,Temperature remained elevated during unscheduled overtime run.
-6139,2024-01-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.382,False,Air handler maintenance reduced humidity variance on finishing line.
-6140,2024-01-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.899,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6141,2024-01-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.09,False,Sensor signal clipping observed during startup surge.
-6142,2024-01-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.054,False,Sensor heartbeat delayed by one interval after gateway retry.
-6143,2024-01-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.406,False,Machine throughput increase drove sustained pressure uplift.
-6144,2024-01-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.204,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6145,2024-01-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.931,False,Transient outlier matched forklift impact near cabinet wall.
-6146,2024-01-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.299,False,Humidity baseline improved after seal replacement.
-6147,2024-01-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.14,False,Vibration burst exceeds envelope during tool change cycle.
-6148,2024-01-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.817,False,Vibration burst exceeds envelope during tool change cycle.
-6149,2024-01-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Pressure line purge completed before restart authorization.
-6150,2024-01-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.86,False,Quality hold reduced finishing booth activity for one shift.
-6151,2024-01-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.784,False,Maintenance scheduler deferred calibration due to spare shortage.
-6152,2024-01-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.259,False,Bearing temperature rising faster than baseline on spindle cell.
-6153,2024-01-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Supervisory alert generated after three consecutive threshold breaches.
-6154,2024-01-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.738,False,Air handler maintenance reduced humidity variance on finishing line.
-6155,2024-01-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.427,False,Machine throughput increase drove sustained pressure uplift.
-6156,2024-01-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.183,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6157,2024-01-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.883,False,Sensor enclosure opened for manual calibration verification.
-6158,2024-01-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.333,False,Condensation warning cleared after dehumidifier ramp-up.
-6159,2024-01-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.217,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6160,2024-01-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.832,False,Dust extraction fan offline for 18 minutes on line finishing.
-6161,2024-01-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Coolant loop adjustment reduced chamber temperature spread.
-6162,2024-01-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.359,False,Night shift startup produced higher than normal vibration floor.
-6163,2024-01-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.52,False,Quality hold reduced finishing booth activity for one shift.
-6164,2024-01-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,63.049,False,Air handler maintenance reduced humidity variance on finishing line.
-6165,2024-01-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.235,False,Night shift startup produced higher than normal vibration floor.
-6166,2024-01-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.824,False,Transient outlier matched forklift impact near cabinet wall.
-6167,2024-01-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.1,False,Sensor heartbeat delayed by one interval after gateway retry.
-6168,2024-01-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.085,False,Temperature remained elevated during unscheduled overtime run.
-6169,2024-01-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.02,False,Maintenance scheduler deferred calibration due to spare shortage.
-6170,2024-01-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.99,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6171,2024-01-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.655,False,Pressure settled back to nominal after valve reseat.
-6172,2024-01-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.107,False,Edge collector replayed buffered events after network recovery.
-6173,2024-01-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.594,False,Machine throughput increase drove sustained pressure uplift.
-6174,2024-01-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.837,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6175,2024-01-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.882,False,Pressure settled back to nominal after valve reseat.
-6176,2024-01-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,35.59,False,Reliability engineer tagged sample window for model retraining.
-6177,2024-01-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.363,False,Supervisory alert generated after three consecutive threshold breaches.
-6178,2024-01-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.746,False,Quality hold reduced finishing booth activity for one shift.
-6179,2024-01-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.44,False,Short-lived packet loss observed at edge gateway gw-02.
-6180,2024-01-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.497,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6181,2024-01-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.19,False,Bearing temperature rising faster than baseline on spindle cell.
-6182,2024-01-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.214,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6183,2024-01-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.628,False,Humidity baseline improved after seal replacement.
-6184,2024-01-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.716,False,Condensation warning cleared after dehumidifier ramp-up.
-6185,2024-01-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.837,False,Machine throughput increase drove sustained pressure uplift.
-6186,2024-01-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.545,False,Edge collector replayed buffered events after network recovery.
-6187,2024-01-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.428,False,Thermal overshoot event coincided with recipe change on furnace.
-6188,2024-01-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.323,False,Maintenance scheduler deferred calibration due to spare shortage.
-6189,2024-01-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.553,False,Maintenance note logged for coupling imbalance inspection.
-6190,2024-01-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.585,False,Thermal overshoot event coincided with recipe change on furnace.
-6191,2024-01-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.329,False,Edge collector replayed buffered events after network recovery.
-6192,2024-01-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.351,False,Machine throughput increase drove sustained pressure uplift.
-6193,2024-01-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.049,False,Reliability engineer tagged sample window for model retraining.
-6194,2024-01-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.326,False,Unbalanced load introduced cyclical pressure ripple.
-6195,2024-01-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.262,False,Humidity baseline improved after seal replacement.
-6196,2024-01-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.165,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6197,2024-01-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.066,False,Thermal ramp exceeded expected warmup curve before shift start.
-6198,2024-01-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.966,False,Transient outlier matched forklift impact near cabinet wall.
-6199,2024-01-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.291,False,Vibration baseline recovered after tool holder replacement.
-6200,2024-01-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.761,False,Temperature variance narrowed after coolant nozzle cleaning.
-6201,2024-01-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.517,False,Dust extraction fan offline for 18 minutes on line finishing.
-6202,2024-01-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.109,False,Pressure peak corresponds to oversized billet batch processing.
-6203,2024-01-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.895,False,Operator reset acknowledged after red-tag inspection.
-6204,2024-01-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.045,False,Maintenance scheduler deferred calibration due to spare shortage.
-6205,2024-01-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.983,False,Temperature remained elevated during unscheduled overtime run.
-6206,2024-01-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.265,False,Thermal overshoot event coincided with recipe change on furnace.
-6207,2024-01-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.98,False,Maintenance note logged for coupling imbalance inspection.
-6208,2024-01-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.877,False,Warning threshold updated for pilot predictive-maintenance model.
-6209,2024-01-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.889,False,Humidity climbed during dock-door open period in afternoon shift.
-6210,2024-01-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.787,False,Maintenance note logged for coupling imbalance inspection.
-6211,2024-01-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.157,False,Dust extraction fan offline for 18 minutes on line finishing.
-6212,2024-01-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.707,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6213,2024-01-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.056,False,Thermal ramp exceeded expected warmup curve before shift start.
-6214,2024-01-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.292,False,Air handler maintenance reduced humidity variance on finishing line.
-6215,2024-01-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.822,False,Maintenance scheduler deferred calibration due to spare shortage.
-6216,2024-01-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.558,False,Humidity readings track seasonal rise across late spring.
-6217,2024-01-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.789,False,Sensor signal clipping observed during startup surge.
-6218,2024-01-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.386,False,Sensor signal clipping observed during startup surge.
-6219,2024-01-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.321,False,Humidity readings track seasonal rise across late spring.
-6220,2024-01-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.339,False,Machine idle period extended during planned sanitation window.
-6221,2024-01-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.198,False,Vibration burst exceeds envelope during tool change cycle.
-6222,2024-01-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.754,False,Air handler maintenance reduced humidity variance on finishing line.
-6223,2024-01-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Transient outlier matched forklift impact near cabinet wall.
-6224,2024-01-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.356,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6225,2024-01-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.334,False,Shift handoff note referenced unusual noise near press enclosure.
-6226,2024-01-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.985,False,Transient outlier matched forklift impact near cabinet wall.
-6227,2024-01-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.273,False,Temporary gateway failover completed without data loss.
-6228,2024-01-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.344,False,Anomaly review flagged possible bearing wear progression.
-6229,2024-01-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.067,False,Thermal ramp exceeded expected warmup curve before shift start.
-6230,2024-01-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.472,False,Operator reported intermittent chatter on machine CNC-04.
-6231,2024-01-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.206,False,Transient outlier matched forklift impact near cabinet wall.
-6232,2024-01-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.81,False,Quality team requested trace review for lot 24-118B.
-6233,2024-01-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.906,False,Night shift startup produced higher than normal vibration floor.
-6234,2024-01-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.503,False,Humidity baseline improved after seal replacement.
-6235,2024-01-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.155,False,Humidity baseline improved after seal replacement.
-6236,2024-01-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.708,False,Edge collector replayed buffered events after network recovery.
-6237,2024-01-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.85,False,Transient outlier matched forklift impact near cabinet wall.
-6238,2024-01-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.066,False,Unbalanced load introduced cyclical pressure ripple.
-6239,2024-01-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.025,False,Vibration burst exceeds envelope during tool change cycle.
-6240,2024-01-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.123,False,Humidity baseline improved after seal replacement.
-6241,2024-01-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Hydraulic line pressure oscillation detected under load.
-6242,2024-01-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.65,False,Night shift startup produced higher than normal vibration floor.
-6243,2024-01-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.564,False,Maintenance crew confirmed lubrication interval was missed.
-6244,2024-01-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.042,False,Pressure peak corresponds to oversized billet batch processing.
-6245,2024-01-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.668,False,Hydraulic line pressure oscillation detected under load.
-6246,2024-01-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.291,False,Pressure line purge completed before restart authorization.
-6247,2024-01-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.183,False,Temperature remained elevated during unscheduled overtime run.
-6248,2024-01-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.352,False,Short-lived packet loss observed at edge gateway gw-02.
-6249,2024-01-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.248,False,Bearing temperature rising faster than baseline on spindle cell.
-6250,2024-01-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.1,False,Operator reset acknowledged after red-tag inspection.
-6251,2024-01-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.425,False,Transient outlier matched forklift impact near cabinet wall.
-6252,2024-01-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.067,False,Anomaly review flagged possible bearing wear progression.
-6253,2024-01-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Quality hold reduced finishing booth activity for one shift.
-6254,2024-01-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.97,False,Maintenance crew confirmed lubrication interval was missed.
-6255,2024-01-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.21,False,Hydraulic line pressure oscillation detected under load.
-6256,2024-01-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.045,False,Temperature variance narrowed after coolant nozzle cleaning.
-6257,2024-01-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.938,False,Temperature remained elevated during unscheduled overtime run.
-6258,2024-01-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.054,False,Humidity readings track seasonal rise across late spring.
-6259,2024-01-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Condensation warning cleared after dehumidifier ramp-up.
-6260,2024-01-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.808,False,Vibration burst exceeds envelope during tool change cycle.
-6261,2024-01-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.09,False,Quality team requested trace review for lot 24-118B.
-6262,2024-01-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.537,False,Humidity excursion near finishing booth during coating run.
-6263,2024-01-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.768,False,Press cycle dwell time lengthened during high-volume batch.
-6264,2024-01-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.929,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6265,2024-01-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.026,False,Quality team requested trace review for lot 24-118B.
-6266,2024-01-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.655,False,Coolant loop adjustment reduced chamber temperature spread.
-6267,2024-01-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.322,False,Hydraulic line pressure oscillation detected under load.
-6268,2024-01-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.205,False,Short-lived packet loss observed at edge gateway gw-02.
-6269,2024-01-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Humidity baseline improved after seal replacement.
-6270,2024-01-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.236,False,Maintenance crew confirmed lubrication interval was missed.
-6271,2024-01-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.334,False,Temperature remained elevated during unscheduled overtime run.
-6272,2024-01-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.757,False,Anomaly review flagged possible bearing wear progression.
-6273,2024-01-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.139,False,Shift handoff note referenced unusual noise near press enclosure.
-6274,2024-01-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,83.19,False,Maintenance crew confirmed lubrication interval was missed.
-6275,2024-01-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.708,False,Night shift startup produced higher than normal vibration floor.
-6276,2024-01-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.816,False,Thermal overshoot event coincided with recipe change on furnace.
-6277,2024-01-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.965,False,Operator reported intermittent chatter on machine CNC-04.
-6278,2024-01-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.542,False,Vibration baseline recovered after tool holder replacement.
-6279,2024-01-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Maintenance note logged for coupling imbalance inspection.
-6280,2024-01-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.546,False,Humidity baseline improved after seal replacement.
-6281,2024-01-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.496,False,Machine throughput increase drove sustained pressure uplift.
-6282,2024-01-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.261,False,Pressure line purge completed before restart authorization.
-6283,2024-01-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.789,False,Pressure line purge completed before restart authorization.
-6284,2024-01-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.97,False,Quality team requested trace review for lot 24-118B.
-6285,2024-01-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.595,False,Operator reported intermittent chatter on machine CNC-04.
-6286,2024-01-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.627,False,Quality hold reduced finishing booth activity for one shift.
-6287,2024-01-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.714,False,Packaging line stop reduced adjacent vibration background.
-6288,2024-01-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.02,False,Bearing temperature rising faster than baseline on spindle cell.
-6289,2024-01-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.576,False,Telemetry quality flag downgraded during sensor self-test window.
-6290,2024-01-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.058,False,Temperature variance narrowed after coolant nozzle cleaning.
-6291,2024-01-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.718,False,Shift handoff note referenced unusual noise near press enclosure.
-6292,2024-01-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,51.411,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6293,2024-01-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.03,False,Dust extraction fan offline for 18 minutes on line finishing.
-6294,2024-01-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.453,False,Calibration check overdue by 11 days for press-line transducer.
-6295,2024-01-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.083,False,Machine throughput increase drove sustained pressure uplift.
-6296,2024-01-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.363,False,Sensor enclosure opened for manual calibration verification.
-6297,2024-01-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Reliability engineer tagged sample window for model retraining.
-6298,2024-01-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.68,False,Thermal overshoot event coincided with recipe change on furnace.
-6299,2024-01-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.761,False,Quality hold reduced finishing booth activity for one shift.
-6300,2024-01-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.606,False,Operator reported intermittent chatter on machine CNC-04.
-6301,2024-01-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.522,False,Vibration harmonics broadened during extended production run.
-6302,2024-01-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.784,False,Coolant loop adjustment reduced chamber temperature spread.
-6303,2024-01-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.631,False,Machine idle period extended during planned sanitation window.
-6304,2024-01-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.568,False,Press cycle dwell time lengthened during high-volume batch.
-6305,2024-01-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.343,False,Sensor battery health remains nominal after firmware update.
-6306,2024-01-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.778,False,Bearing temperature rising faster than baseline on spindle cell.
-6307,2024-01-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.328,False,Operator reported intermittent chatter on machine CNC-04.
-6308,2024-01-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.117,False,Dust extraction fan offline for 18 minutes on line finishing.
-6309,2024-01-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.433,False,Humidity baseline improved after seal replacement.
-6310,2024-01-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.988,False,Quality team requested trace review for lot 24-118B.
-6311,2024-01-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.444,False,Maintenance note logged for coupling imbalance inspection.
-6312,2024-01-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.28,False,Calibration check overdue by 11 days for press-line transducer.
-6313,2024-01-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.603,False,Bearing temperature rising faster than baseline on spindle cell.
-6314,2024-01-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.641,False,Humidity baseline improved after seal replacement.
-6315,2024-01-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.189,False,Thermal ramp exceeded expected warmup curve before shift start.
-6316,2024-01-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.589,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6317,2024-01-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.231,False,Telemetry quality flag downgraded during sensor self-test window.
-6318,2024-01-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.015,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6319,2024-01-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.766,False,Short-lived packet loss observed at edge gateway gw-02.
-6320,2024-01-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.423,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6321,2024-01-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.939,False,Machine throughput increase drove sustained pressure uplift.
-6322,2024-01-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.516,False,Transient outlier matched forklift impact near cabinet wall.
-6323,2024-01-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.397,False,Sensor battery health remains nominal after firmware update.
-6324,2024-01-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.751,False,Thermal overshoot event coincided with recipe change on furnace.
-6325,2024-01-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.405,False,Humidity climbed during dock-door open period in afternoon shift.
-6326,2024-01-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.41,False,Machine idle period extended during planned sanitation window.
-6327,2024-01-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.496,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6328,2024-01-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.699,False,Machine idle period extended during planned sanitation window.
-6329,2024-01-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.739,False,Operator reported intermittent chatter on machine CNC-04.
-6330,2024-01-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.37,False,Maintenance note logged for coupling imbalance inspection.
-6331,2024-01-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.559,False,Temporary gateway failover completed without data loss.
-6332,2024-01-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.691,False,Humidity baseline improved after seal replacement.
-6333,2024-01-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.104,False,Supervisory alert generated after three consecutive threshold breaches.
-6334,2024-01-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.951,False,Vibration baseline recovered after tool holder replacement.
-6335,2024-01-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.337,False,Press cycle dwell time lengthened during high-volume batch.
-6336,2024-01-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.646,False,Quality hold reduced finishing booth activity for one shift.
-6337,2024-01-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.463,False,Shift handoff note referenced unusual noise near press enclosure.
-6338,2024-01-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.041,False,Maintenance scheduler deferred calibration due to spare shortage.
-6339,2024-01-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.395,False,Temperature variance narrowed after coolant nozzle cleaning.
-6340,2024-01-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.138,False,Sensor battery health remains nominal after firmware update.
-6341,2024-01-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.881,False,Humidity climbed during dock-door open period in afternoon shift.
-6342,2024-01-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.02,False,Temperature remained elevated during unscheduled overtime run.
-6343,2024-01-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.564,False,Humidity climbed during dock-door open period in afternoon shift.
-6344,2024-01-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.788,False,Unbalanced load introduced cyclical pressure ripple.
-6345,2024-01-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.672,False,Anomaly review flagged possible bearing wear progression.
-6346,2024-01-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.256,False,Dust extraction fan offline for 18 minutes on line finishing.
-6347,2024-01-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.632,False,Supervisory alert generated after three consecutive threshold breaches.
-6348,2024-01-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.213,False,Machine idle period extended during planned sanitation window.
-6349,2024-01-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.266,False,Quality hold reduced finishing booth activity for one shift.
-6350,2024-01-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.501,False,Quality team requested trace review for lot 24-118B.
-6351,2024-01-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.409,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6352,2024-01-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.242,False,Thermal ramp exceeded expected warmup curve before shift start.
-6353,2024-01-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.386,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6354,2024-01-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.783,False,Reliability engineer tagged sample window for model retraining.
-6355,2024-01-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.074,False,Short-lived packet loss observed at edge gateway gw-02.
-6356,2024-01-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.504,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6357,2024-01-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.018,False,Shift handoff note referenced unusual noise near press enclosure.
-6358,2024-01-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.54,False,Humidity baseline improved after seal replacement.
-6359,2024-01-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.395,False,Hydraulic line pressure oscillation detected under load.
-6360,2024-01-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.828,False,Operator reset acknowledged after red-tag inspection.
-6361,2024-01-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.738,False,Machine throughput increase drove sustained pressure uplift.
-6362,2024-01-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.969,False,Thermal overshoot event coincided with recipe change on furnace.
-6363,2024-01-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.749,False,Maintenance crew confirmed lubrication interval was missed.
-6364,2024-01-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.136,False,Maintenance crew confirmed lubrication interval was missed.
-6365,2024-01-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.656,False,Pressure line purge completed before restart authorization.
-6366,2024-01-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.371,False,Unbalanced load introduced cyclical pressure ripple.
-6367,2024-01-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.358,False,Supervisory alert generated after three consecutive threshold breaches.
-6368,2024-01-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.674,False,Humidity baseline improved after seal replacement.
-6369,2024-01-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.525,False,Hydraulic line pressure oscillation detected under load.
-6370,2024-01-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.642,False,Maintenance note logged for coupling imbalance inspection.
-6371,2024-01-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Warning threshold updated for pilot predictive-maintenance model.
-6372,2024-01-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.396,False,Bearing temperature rising faster than baseline on spindle cell.
-6373,2024-01-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.91,False,Hydraulic line pressure oscillation detected under load.
-6374,2024-01-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.734,False,Maintenance scheduler deferred calibration due to spare shortage.
-6375,2024-01-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Transient outlier matched forklift impact near cabinet wall.
-6376,2024-01-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.89,False,Humidity excursion near finishing booth during coating run.
-6377,2024-01-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.749,False,Dust extraction fan offline for 18 minutes on line finishing.
-6378,2024-01-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.333,False,SCADA backfill inserted two delayed telemetry points.
-6379,2024-01-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.672,False,Dust extraction fan offline for 18 minutes on line finishing.
-6380,2024-01-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.683,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6381,2024-01-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.79,False,Bearing temperature rising faster than baseline on spindle cell.
-6382,2024-01-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.074,False,Bearing temperature rising faster than baseline on spindle cell.
-6383,2024-01-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.546,False,Humidity excursion near finishing booth during coating run.
-6384,2024-01-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.337,False,Maintenance note logged for coupling imbalance inspection.
-6385,2024-01-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Warning threshold updated for pilot predictive-maintenance model.
-6386,2024-01-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.207,False,Reliability engineer tagged sample window for model retraining.
-6387,2024-01-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.72,False,Condensation warning cleared after dehumidifier ramp-up.
-6388,2024-01-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.677,False,Thermal overshoot event coincided with recipe change on furnace.
-6389,2024-01-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.509,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6390,2024-01-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.262,False,Press cycle dwell time lengthened during high-volume batch.
-6391,2024-01-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.892,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6392,2024-01-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.759,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6393,2024-01-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.098,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6394,2024-01-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.148,False,Unbalanced load introduced cyclical pressure ripple.
-6395,2024-01-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.749,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6396,2024-01-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.686,False,Operator reported intermittent chatter on machine CNC-04.
-6397,2024-01-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.987,False,Sensor heartbeat delayed by one interval after gateway retry.
-6398,2024-01-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.437,False,Vibration baseline recovered after tool holder replacement.
-6399,2024-01-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.793,False,Packaging line stop reduced adjacent vibration background.
-6400,2024-01-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.715,False,Pressure peak corresponds to oversized billet batch processing.
-6401,2024-01-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.078,False,Sensor signal clipping observed during startup surge.
-6402,2024-01-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.628,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6403,2024-01-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.264,False,Maintenance crew confirmed lubrication interval was missed.
-6404,2024-01-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.11,False,Temporary gateway failover completed without data loss.
-6405,2024-01-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.201,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6406,2024-01-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.771,False,Condensation warning cleared after dehumidifier ramp-up.
-6407,2024-01-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.643,False,Machine idle period extended during planned sanitation window.
-6408,2024-01-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.804,False,Quality hold reduced finishing booth activity for one shift.
-6409,2024-01-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.991,False,Maintenance scheduler deferred calibration due to spare shortage.
-6410,2024-01-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.922,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6411,2024-01-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Dust extraction fan offline for 18 minutes on line finishing.
-6412,2024-01-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.291,False,Sensor signal clipping observed during startup surge.
-6413,2024-01-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.471,False,Maintenance note logged for coupling imbalance inspection.
-6414,2024-01-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.142,False,Unbalanced load introduced cyclical pressure ripple.
-6415,2024-01-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.18,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6416,2024-01-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.912,False,Anomaly review flagged possible bearing wear progression.
-6417,2024-01-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6418,2024-01-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.857,False,Temperature remained elevated during unscheduled overtime run.
-6419,2024-01-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.702,False,Supervisory alert generated after three consecutive threshold breaches.
-6420,2024-01-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.571,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6421,2024-01-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.045,False,Maintenance scheduler deferred calibration due to spare shortage.
-6422,2024-01-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.412,False,Warning threshold updated for pilot predictive-maintenance model.
-6423,2024-01-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.404,False,Warning threshold updated for pilot predictive-maintenance model.
-6424,2024-01-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.919,False,Machine idle period extended during planned sanitation window.
-6425,2024-01-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.504,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6426,2024-01-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.409,False,Pressure peak corresponds to oversized billet batch processing.
-6427,2024-01-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.31,False,Vibration harmonics broadened during extended production run.
-6428,2024-01-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.812,False,Vibration harmonics broadened during extended production run.
-6429,2024-01-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Humidity climbed during dock-door open period in afternoon shift.
-6430,2024-01-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.389,False,Pressure line purge completed before restart authorization.
-6431,2024-01-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.135,False,Pressure line purge completed before restart authorization.
-6432,2024-01-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.136,False,Pressure settled back to nominal after valve reseat.
-6433,2024-01-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.537,False,Quality hold reduced finishing booth activity for one shift.
-6434,2024-01-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.691,False,Vibration baseline recovered after tool holder replacement.
-6435,2024-01-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.416,False,Temperature remained elevated during unscheduled overtime run.
-6436,2024-01-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.034,False,Supervisory alert generated after three consecutive threshold breaches.
-6437,2024-01-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Humidity readings track seasonal rise across late spring.
-6438,2024-01-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.579,False,Night shift startup produced higher than normal vibration floor.
-6439,2024-01-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.624,False,Vibration harmonics broadened during extended production run.
-6440,2024-01-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.85,False,Thermal ramp exceeded expected warmup curve before shift start.
-6441,2024-01-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.393,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6442,2024-01-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.419,False,Anomaly review flagged possible bearing wear progression.
-6443,2024-01-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.67,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6444,2024-01-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.92,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6445,2024-01-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.01,False,Pressure settled back to nominal after valve reseat.
-6446,2024-01-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.116,False,Humidity baseline improved after seal replacement.
-6447,2024-01-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.479,False,Pressure peak corresponds to oversized billet batch processing.
-6448,2024-01-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.906,False,Humidity excursion near finishing booth during coating run.
-6449,2024-01-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.79,False,Operator reported intermittent chatter on machine CNC-04.
-6450,2024-01-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.478,False,Night shift startup produced higher than normal vibration floor.
-6451,2024-01-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.752,False,Sensor battery health remains nominal after firmware update.
-6452,2024-01-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.44,False,Vibration harmonics broadened during extended production run.
-6453,2024-01-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.121,False,Humidity readings track seasonal rise across late spring.
-6454,2024-01-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.447,False,Maintenance crew confirmed lubrication interval was missed.
-6455,2024-01-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.298,False,Pressure line purge completed before restart authorization.
-6456,2024-01-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.175,False,Humidity baseline improved after seal replacement.
-6457,2024-01-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.51,False,Operator reported intermittent chatter on machine CNC-04.
-6458,2024-01-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.363,False,Unbalanced load introduced cyclical pressure ripple.
-6459,2024-01-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.292,False,Temperature variance narrowed after coolant nozzle cleaning.
-6460,2024-01-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.493,False,Operator reported intermittent chatter on machine CNC-04.
-6461,2024-01-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.961,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6462,2024-01-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.333,False,Calibration check overdue by 11 days for press-line transducer.
-6463,2024-01-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.131,False,Pressure line purge completed before restart authorization.
-6464,2024-01-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.636,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6465,2024-01-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.354,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6466,2024-01-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.863,False,Temperature remained elevated during unscheduled overtime run.
-6467,2024-01-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.93,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6468,2024-01-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.045,False,Press cycle dwell time lengthened during high-volume batch.
-6469,2024-01-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.157,False,Operator reported intermittent chatter on machine CNC-04.
-6470,2024-01-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.656,False,Thermal ramp exceeded expected warmup curve before shift start.
-6471,2024-01-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.074,False,Sensor heartbeat delayed by one interval after gateway retry.
-6472,2024-01-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.287,False,SCADA backfill inserted two delayed telemetry points.
-6473,2024-01-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.643,False,Condensation warning cleared after dehumidifier ramp-up.
-6474,2024-01-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.908,False,Maintenance note logged for coupling imbalance inspection.
-6475,2024-01-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Humidity excursion near finishing booth during coating run.
-6476,2024-01-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.891,False,Calibration check overdue by 11 days for press-line transducer.
-6477,2024-01-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.773,False,Vibration harmonics broadened during extended production run.
-6478,2024-01-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.206,False,Edge collector replayed buffered events after network recovery.
-6479,2024-01-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.812,False,Supervisory alert generated after three consecutive threshold breaches.
-6480,2024-01-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.112,False,Pressure line purge completed before restart authorization.
-6481,2024-01-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Operator reset acknowledged after red-tag inspection.
-6482,2024-01-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.767,False,Maintenance scheduler deferred calibration due to spare shortage.
-6483,2024-01-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.44,False,Sensor heartbeat delayed by one interval after gateway retry.
-6484,2024-01-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.711,False,Pressure settled back to nominal after valve reseat.
-6485,2024-01-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.972,False,Night shift startup produced higher than normal vibration floor.
-6486,2024-01-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.892,False,Operator reported intermittent chatter on machine CNC-04.
-6487,2024-01-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.035,False,Quality hold reduced finishing booth activity for one shift.
-6488,2024-01-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.555,False,Vibration harmonics broadened during extended production run.
-6489,2024-01-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.906,False,Bearing temperature rising faster than baseline on spindle cell.
-6490,2024-01-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,63.513,False,Supervisory alert generated after three consecutive threshold breaches.
-6491,2024-01-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.97,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6492,2024-01-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.459,False,Warning threshold updated for pilot predictive-maintenance model.
-6493,2024-01-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.003,False,Anomaly review flagged possible bearing wear progression.
-6494,2024-01-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.467,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6495,2024-01-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.242,False,Anomaly review flagged possible bearing wear progression.
-6496,2024-01-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.689,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6497,2024-01-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.037,False,Temperature variance narrowed after coolant nozzle cleaning.
-6498,2024-01-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.857,False,Maintenance scheduler deferred calibration due to spare shortage.
-6499,2024-01-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.346,False,Machine idle period extended during planned sanitation window.
-6500,2024-01-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.44,False,Calibration check overdue by 11 days for press-line transducer.
-6501,2024-01-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.861,False,Operator reset acknowledged after red-tag inspection.
-6502,2024-01-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.142,False,Bearing temperature rising faster than baseline on spindle cell.
-6503,2024-01-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.324,False,Machine throughput increase drove sustained pressure uplift.
-6504,2024-01-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.056,False,Sensor enclosure opened for manual calibration verification.
-6505,2024-01-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.167,False,Press cycle dwell time lengthened during high-volume batch.
-6506,2024-01-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.762,False,Shift handoff note referenced unusual noise near press enclosure.
-6507,2024-01-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.87,False,Coolant loop adjustment reduced chamber temperature spread.
-6508,2024-01-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.502,False,SCADA backfill inserted two delayed telemetry points.
-6509,2024-01-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.237,False,Pressure peak corresponds to oversized billet batch processing.
-6510,2024-01-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.937,False,Transient outlier matched forklift impact near cabinet wall.
-6511,2024-01-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.695,False,Pressure line purge completed before restart authorization.
-6512,2024-01-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.453,False,Quality team requested trace review for lot 24-118B.
-6513,2024-01-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Bearing temperature rising faster than baseline on spindle cell.
-6514,2024-01-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.469,False,Humidity excursion near finishing booth during coating run.
-6515,2024-01-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.282,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6516,2024-01-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.553,False,Quality team requested trace review for lot 24-118B.
-6517,2024-01-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.656,False,Bearing temperature rising faster than baseline on spindle cell.
-6518,2024-01-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.662,False,Pressure line purge completed before restart authorization.
-6519,2024-01-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.266,False,Supervisory alert generated after three consecutive threshold breaches.
-6520,2024-01-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.561,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6521,2024-01-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.147,False,Edge collector replayed buffered events after network recovery.
-6522,2024-01-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.783,False,Sensor signal clipping observed during startup surge.
-6523,2024-01-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.193,False,Hydraulic line pressure oscillation detected under load.
-6524,2024-01-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.331,False,Temperature remained elevated during unscheduled overtime run.
-6525,2024-01-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.96,False,Coolant loop adjustment reduced chamber temperature spread.
-6526,2024-01-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.576,False,Reliability engineer tagged sample window for model retraining.
-6527,2024-01-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.671,False,Machine idle period extended during planned sanitation window.
-6528,2024-01-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.771,False,Temporary gateway failover completed without data loss.
-6529,2024-01-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.635,False,Vibration baseline recovered after tool holder replacement.
-6530,2024-01-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.544,False,Vibration harmonics broadened during extended production run.
-6531,2024-01-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.582,False,Pressure settled back to nominal after valve reseat.
-6532,2024-01-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.755,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6533,2024-01-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.566,False,Thermal ramp exceeded expected warmup curve before shift start.
-6534,2024-01-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.527,False,Humidity baseline improved after seal replacement.
-6535,2024-01-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.166,False,Telemetry quality flag downgraded during sensor self-test window.
-6536,2024-01-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.918,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6537,2024-01-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.834,False,Reliability engineer tagged sample window for model retraining.
-6538,2024-01-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.839,False,Thermal overshoot event coincided with recipe change on furnace.
-6539,2024-01-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.886,False,Telemetry quality flag downgraded during sensor self-test window.
-6540,2024-01-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.157,False,Operator reported intermittent chatter on machine CNC-04.
-6541,2024-01-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.671,False,Press cycle dwell time lengthened during high-volume batch.
-6542,2024-01-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.571,False,Unbalanced load introduced cyclical pressure ripple.
-6543,2024-01-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.312,False,Maintenance crew confirmed lubrication interval was missed.
-6544,2024-01-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.068,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6545,2024-01-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.371,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6546,2024-01-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.27,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6547,2024-01-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.136,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6548,2024-01-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.246,False,Machine throughput increase drove sustained pressure uplift.
-6549,2024-01-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.836,False,Temperature variance narrowed after coolant nozzle cleaning.
-6550,2024-01-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.654,False,Sensor heartbeat delayed by one interval after gateway retry.
-6551,2024-01-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.475,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6552,2024-01-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.245,False,Sensor battery health remains nominal after firmware update.
-6553,2024-01-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.045,False,Pressure peak corresponds to oversized billet batch processing.
-6554,2024-01-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.938,False,Warning threshold updated for pilot predictive-maintenance model.
-6555,2024-01-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.535,False,Humidity excursion near finishing booth during coating run.
-6556,2024-01-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.426,False,Humidity excursion near finishing booth during coating run.
-6557,2024-01-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.725,False,Coolant loop adjustment reduced chamber temperature spread.
-6558,2024-01-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.579,False,Air handler maintenance reduced humidity variance on finishing line.
-6559,2024-01-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.414,False,Pressure line purge completed before restart authorization.
-6560,2024-01-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.026,False,Short-lived packet loss observed at edge gateway gw-02.
-6561,2024-01-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.876,False,Transient outlier matched forklift impact near cabinet wall.
-6562,2024-01-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.256,False,Quality team requested trace review for lot 24-118B.
-6563,2024-01-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.428,False,Short-lived packet loss observed at edge gateway gw-02.
-6564,2024-01-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.482,False,Machine throughput increase drove sustained pressure uplift.
-6565,2024-01-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.438,False,Machine idle period extended during planned sanitation window.
-6566,2024-01-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6567,2024-01-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.865,False,Temperature variance narrowed after coolant nozzle cleaning.
-6568,2024-01-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.451,False,Sensor enclosure opened for manual calibration verification.
-6569,2024-01-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.554,False,Thermal ramp exceeded expected warmup curve before shift start.
-6570,2024-01-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.986,False,Vibration baseline recovered after tool holder replacement.
-6571,2024-01-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.153,False,Press cycle dwell time lengthened during high-volume batch.
-6572,2024-01-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.67,False,Thermal ramp exceeded expected warmup curve before shift start.
-6573,2024-01-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.67,False,Night shift startup produced higher than normal vibration floor.
-6574,2024-01-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.028,False,Reliability engineer tagged sample window for model retraining.
-6575,2024-01-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.849,False,Maintenance note logged for coupling imbalance inspection.
-6576,2024-01-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.741,False,Operator reported intermittent chatter on machine CNC-04.
-6577,2024-01-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.37,False,SCADA backfill inserted two delayed telemetry points.
-6578,2024-01-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.08,False,Thermal overshoot event coincided with recipe change on furnace.
-6579,2024-01-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.799,False,Humidity excursion near finishing booth during coating run.
-6580,2024-01-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.731,False,Pressure settled back to nominal after valve reseat.
-6581,2024-01-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.787,False,Reliability engineer tagged sample window for model retraining.
-6582,2024-01-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.111,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6583,2024-01-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.421,False,Condensation warning cleared after dehumidifier ramp-up.
-6584,2024-01-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.623,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6585,2024-01-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.48,False,Humidity excursion near finishing booth during coating run.
-6586,2024-01-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.399,False,Quality team requested trace review for lot 24-118B.
-6587,2024-01-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.457,False,Vibration harmonics broadened during extended production run.
-6588,2024-01-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.392,False,Machine idle period extended during planned sanitation window.
-6589,2024-01-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.033,False,Anomaly review flagged possible bearing wear progression.
-6590,2024-01-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.599,False,Humidity excursion near finishing booth during coating run.
-6591,2024-01-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.878,False,Edge collector replayed buffered events after network recovery.
-6592,2024-01-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.301,False,Maintenance crew confirmed lubrication interval was missed.
-6593,2024-01-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.684,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6594,2024-01-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.436,False,Sensor signal clipping observed during startup surge.
-6595,2024-01-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.866,False,Pressure settled back to nominal after valve reseat.
-6596,2024-01-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.078,False,Warning threshold updated for pilot predictive-maintenance model.
-6597,2024-01-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.534,False,Maintenance note logged for coupling imbalance inspection.
-6598,2024-01-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.117,False,Edge collector replayed buffered events after network recovery.
-6599,2024-01-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.717,False,Edge collector replayed buffered events after network recovery.
-6600,2024-01-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.823,False,Anomaly review flagged possible bearing wear progression.
-6601,2024-01-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.037,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6602,2024-01-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.103,False,Vibration burst exceeds envelope during tool change cycle.
-6603,2024-01-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.021,False,Warning threshold updated for pilot predictive-maintenance model.
-6604,2024-01-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.976,False,Humidity climbed during dock-door open period in afternoon shift.
-6605,2024-01-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.91,False,Machine idle period extended during planned sanitation window.
-6606,2024-01-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.065,False,Pressure settled back to nominal after valve reseat.
-6607,2024-01-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.298,False,Machine idle period extended during planned sanitation window.
-6608,2024-01-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.459,False,Calibration check overdue by 11 days for press-line transducer.
-6609,2024-01-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.821,False,Temperature variance narrowed after coolant nozzle cleaning.
-6610,2024-01-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.84,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6611,2024-01-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.036,False,Condensation warning cleared after dehumidifier ramp-up.
-6612,2024-01-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.603,False,Pressure settled back to nominal after valve reseat.
-6613,2024-01-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.623,False,Night shift startup produced higher than normal vibration floor.
-6614,2024-01-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.595,False,Reliability engineer tagged sample window for model retraining.
-6615,2024-01-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.148,False,Vibration baseline recovered after tool holder replacement.
-6616,2024-01-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.982,False,Short-lived packet loss observed at edge gateway gw-02.
-6617,2024-01-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.668,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6618,2024-01-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.366,False,Pressure settled back to nominal after valve reseat.
-6619,2024-01-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Machine idle period extended during planned sanitation window.
-6620,2024-01-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.311,False,Vibration baseline recovered after tool holder replacement.
-6621,2024-01-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Humidity excursion near finishing booth during coating run.
-6622,2024-01-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.137,False,Machine idle period extended during planned sanitation window.
-6623,2024-01-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.618,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6624,2024-01-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.36,False,Operator reset acknowledged after red-tag inspection.
-6625,2024-01-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.071,False,Telemetry quality flag downgraded during sensor self-test window.
-6626,2024-01-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.331,False,Temperature variance narrowed after coolant nozzle cleaning.
-6627,2024-01-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Reliability engineer tagged sample window for model retraining.
-6628,2024-01-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.314,False,Maintenance crew confirmed lubrication interval was missed.
-6629,2024-01-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.536,False,Air handler maintenance reduced humidity variance on finishing line.
-6630,2024-01-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.231,False,Maintenance note logged for coupling imbalance inspection.
-6631,2024-01-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.163,False,Supervisory alert generated after three consecutive threshold breaches.
-6632,2024-01-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.125,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6633,2024-01-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.305,False,Humidity climbed during dock-door open period in afternoon shift.
-6634,2024-01-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.076,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6635,2024-01-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.194,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6636,2024-01-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.53,False,Temporary gateway failover completed without data loss.
-6637,2024-01-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.675,False,Warning threshold updated for pilot predictive-maintenance model.
-6638,2024-01-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.785,False,Coolant loop adjustment reduced chamber temperature spread.
-6639,2024-01-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Humidity readings track seasonal rise across late spring.
-6640,2024-01-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.196,False,Edge collector replayed buffered events after network recovery.
-6641,2024-01-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.93,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6642,2024-01-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.065,False,Calibration check overdue by 11 days for press-line transducer.
-6643,2024-01-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.262,False,Shift handoff note referenced unusual noise near press enclosure.
-6644,2024-01-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.555,False,Vibration burst exceeds envelope during tool change cycle.
-6645,2024-01-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.651,False,Short-lived packet loss observed at edge gateway gw-02.
-6646,2024-01-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,85.14,False,Coolant loop adjustment reduced chamber temperature spread.
-6647,2024-01-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,5.971,False,Bearing temperature rising faster than baseline on spindle cell.
-6648,2024-01-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.621,False,Sensor battery health remains nominal after firmware update.
-6649,2024-01-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.171,False,Thermal ramp exceeded expected warmup curve before shift start.
-6650,2024-01-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.696,False,Hydraulic line pressure oscillation detected under load.
-6651,2024-01-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.637,False,Operator reported intermittent chatter on machine CNC-04.
-6652,2024-01-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,48.395,False,Humidity climbed during dock-door open period in afternoon shift.
-6653,2024-01-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.432,False,Operator reset acknowledged after red-tag inspection.
-6654,2024-01-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.898,False,Unbalanced load introduced cyclical pressure ripple.
-6655,2024-01-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.63,False,Vibration baseline recovered after tool holder replacement.
-6656,2024-01-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.854,False,Packaging line stop reduced adjacent vibration background.
-6657,2024-01-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.812,False,Temperature remained elevated during unscheduled overtime run.
-6658,2024-01-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.772,False,Supervisory alert generated after three consecutive threshold breaches.
-6659,2024-01-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.417,False,Packaging line stop reduced adjacent vibration background.
-6660,2024-01-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.622,False,Pressure line purge completed before restart authorization.
-6661,2024-01-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Sensor battery health remains nominal after firmware update.
-6662,2024-01-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.852,False,Reliability engineer tagged sample window for model retraining.
-6663,2024-01-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.431,False,Maintenance crew confirmed lubrication interval was missed.
-6664,2024-01-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.035,False,Sensor battery health remains nominal after firmware update.
-6665,2024-01-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.012,False,Thermal overshoot event coincided with recipe change on furnace.
-6666,2024-01-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.342,False,Temporary gateway failover completed without data loss.
-6667,2024-01-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.882,False,Coolant loop adjustment reduced chamber temperature spread.
-6668,2024-01-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.058,False,Operator reported intermittent chatter on machine CNC-04.
-6669,2024-01-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.252,False,Temporary gateway failover completed without data loss.
-6670,2024-01-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.206,False,Pressure peak corresponds to oversized billet batch processing.
-6671,2024-01-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.294,False,Pressure settled back to nominal after valve reseat.
-6672,2024-01-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.762,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6673,2024-01-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.483,False,Maintenance scheduler deferred calibration due to spare shortage.
-6674,2024-01-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.136,False,Transient outlier matched forklift impact near cabinet wall.
-6675,2024-01-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.476,False,Hydraulic line pressure oscillation detected under load.
-6676,2024-01-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.257,False,Vibration baseline recovered after tool holder replacement.
-6677,2024-01-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.827,False,Hydraulic line pressure oscillation detected under load.
-6678,2024-01-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.954,False,Edge collector replayed buffered events after network recovery.
-6679,2024-01-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.045,False,Unbalanced load introduced cyclical pressure ripple.
-6680,2024-01-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.113,False,Temperature variance narrowed after coolant nozzle cleaning.
-6681,2024-01-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.414,False,Temperature variance narrowed after coolant nozzle cleaning.
-6682,2024-01-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.389,False,Vibration baseline recovered after tool holder replacement.
-6683,2024-01-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.287,False,Thermal overshoot event coincided with recipe change on furnace.
-6684,2024-01-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.508,False,Pressure settled back to nominal after valve reseat.
-6685,2024-01-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.714,False,Warning threshold updated for pilot predictive-maintenance model.
-6686,2024-01-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.933,False,Operator reported intermittent chatter on machine CNC-04.
-6687,2024-01-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.795,False,Coolant loop adjustment reduced chamber temperature spread.
-6688,2024-01-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.481,False,Packaging line stop reduced adjacent vibration background.
-6689,2024-01-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6690,2024-01-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.786,False,Bearing temperature rising faster than baseline on spindle cell.
-6691,2024-01-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.782,False,Quality hold reduced finishing booth activity for one shift.
-6692,2024-01-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.839,False,Machine idle period extended during planned sanitation window.
-6693,2024-01-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.82,False,Night shift startup produced higher than normal vibration floor.
-6694,2024-01-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.826,False,Machine throughput increase drove sustained pressure uplift.
-6695,2024-01-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.668,False,Condensation warning cleared after dehumidifier ramp-up.
-6696,2024-01-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.192,False,Sensor heartbeat delayed by one interval after gateway retry.
-6697,2024-01-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.564,False,Machine idle period extended during planned sanitation window.
-6698,2024-01-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.275,False,Dust extraction fan offline for 18 minutes on line finishing.
-6699,2024-01-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.776,False,Thermal ramp exceeded expected warmup curve before shift start.
-6700,2024-01-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.573,False,Telemetry quality flag downgraded during sensor self-test window.
-6701,2024-01-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Vibration harmonics broadened during extended production run.
-6702,2024-01-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.562,False,Anomaly review flagged possible bearing wear progression.
-6703,2024-01-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.103,False,Night shift startup produced higher than normal vibration floor.
-6704,2024-01-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.618,False,Quality hold reduced finishing booth activity for one shift.
-6705,2024-01-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.484,False,Packaging line stop reduced adjacent vibration background.
-6706,2024-01-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.972,False,Maintenance crew confirmed lubrication interval was missed.
-6707,2024-01-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.661,False,Sensor heartbeat delayed by one interval after gateway retry.
-6708,2024-01-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.495,False,Packaging line stop reduced adjacent vibration background.
-6709,2024-01-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.527,False,Machine throughput increase drove sustained pressure uplift.
-6710,2024-01-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.882,False,Temperature remained elevated during unscheduled overtime run.
-6711,2024-01-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.606,False,Hydraulic line pressure oscillation detected under load.
-6712,2024-01-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.395,False,Machine idle period extended during planned sanitation window.
-6713,2024-01-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.794,False,Hydraulic line pressure oscillation detected under load.
-6714,2024-01-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.727,False,Shift handoff note referenced unusual noise near press enclosure.
-6715,2024-01-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.97,False,Humidity readings track seasonal rise across late spring.
-6716,2024-01-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.444,False,Humidity baseline improved after seal replacement.
-6717,2024-01-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.295,False,Humidity readings track seasonal rise across late spring.
-6718,2024-01-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.603,False,Machine idle period extended during planned sanitation window.
-6719,2024-01-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.9,False,Supervisory alert generated after three consecutive threshold breaches.
-6720,2024-01-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.765,False,Vibration harmonics broadened during extended production run.
-6721,2024-01-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.093,False,Pressure peak corresponds to oversized billet batch processing.
-6722,2024-01-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.778,False,Thermal ramp exceeded expected warmup curve before shift start.
-6723,2024-01-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.694,False,Sensor enclosure opened for manual calibration verification.
-6724,2024-01-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.099,False,Machine throughput increase drove sustained pressure uplift.
-6725,2024-01-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.899,False,Maintenance scheduler deferred calibration due to spare shortage.
-6726,2024-01-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.489,False,Vibration harmonics broadened during extended production run.
-6727,2024-01-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.059,False,Pressure peak corresponds to oversized billet batch processing.
-6728,2024-01-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.257,False,Sensor battery health remains nominal after firmware update.
-6729,2024-01-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.36,False,Shift handoff note referenced unusual noise near press enclosure.
-6730,2024-01-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.273,False,Vibration harmonics broadened during extended production run.
-6731,2024-01-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.802,False,Humidity climbed during dock-door open period in afternoon shift.
-6732,2024-01-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.204,False,Reliability engineer tagged sample window for model retraining.
-6733,2024-01-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.94,False,Air handler maintenance reduced humidity variance on finishing line.
-6734,2024-01-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.658,False,Sensor signal clipping observed during startup surge.
-6735,2024-01-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.138,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6736,2024-01-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.757,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6737,2024-01-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.924,False,Shift handoff note referenced unusual noise near press enclosure.
-6738,2024-01-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.468,False,Sensor signal clipping observed during startup surge.
-6739,2024-01-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.569,False,Operator reported intermittent chatter on machine CNC-04.
-6740,2024-01-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.979,False,Vibration harmonics broadened during extended production run.
-6741,2024-01-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.877,False,Temporary gateway failover completed without data loss.
-6742,2024-01-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.775,False,Sensor enclosure opened for manual calibration verification.
-6743,2024-01-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.024,False,Supervisory alert generated after three consecutive threshold breaches.
-6744,2024-01-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.099,False,Unbalanced load introduced cyclical pressure ripple.
-6745,2024-01-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.273,False,Sensor enclosure opened for manual calibration verification.
-6746,2024-01-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.36,False,Vibration baseline recovered after tool holder replacement.
-6747,2024-01-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.499,False,Press cycle dwell time lengthened during high-volume batch.
-6748,2024-01-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.206,False,Night shift startup produced higher than normal vibration floor.
-6749,2024-01-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.799,False,Bearing temperature rising faster than baseline on spindle cell.
-6750,2024-01-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.875,False,Warning threshold updated for pilot predictive-maintenance model.
-6751,2024-01-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.576,False,Pressure peak corresponds to oversized billet batch processing.
-6752,2024-01-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.964,False,Quality team requested trace review for lot 24-118B.
-6753,2024-01-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.348,False,Vibration harmonics broadened during extended production run.
-6754,2024-01-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.365,False,Vibration burst exceeds envelope during tool change cycle.
-6755,2024-01-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.503,False,Edge collector replayed buffered events after network recovery.
-6756,2024-01-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.455,False,Night shift startup produced higher than normal vibration floor.
-6757,2024-01-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.725,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6758,2024-01-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.122,False,Machine idle period extended during planned sanitation window.
-6759,2024-01-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.962,False,Air handler maintenance reduced humidity variance on finishing line.
-6760,2024-01-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.829,False,Humidity baseline improved after seal replacement.
-6761,2024-01-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Humidity excursion near finishing booth during coating run.
-6762,2024-01-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.569,False,Night shift startup produced higher than normal vibration floor.
-6763,2024-01-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.539,False,Warning threshold updated for pilot predictive-maintenance model.
-6764,2024-01-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.412,False,Vibration baseline recovered after tool holder replacement.
-6765,2024-01-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Maintenance crew confirmed lubrication interval was missed.
-6766,2024-01-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.557,False,Pressure peak corresponds to oversized billet batch processing.
-6767,2024-01-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.945,False,Quality team requested trace review for lot 24-118B.
-6768,2024-01-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.006,False,Vibration baseline recovered after tool holder replacement.
-6769,2024-01-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.031,False,Vibration burst exceeds envelope during tool change cycle.
-6770,2024-01-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.768,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6771,2024-01-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.265,False,Condensation warning cleared after dehumidifier ramp-up.
-6772,2024-01-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.397,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6773,2024-01-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.803,False,Vibration baseline recovered after tool holder replacement.
-6774,2024-01-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.864,False,Pressure settled back to nominal after valve reseat.
-6775,2024-01-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.739,False,Vibration burst exceeds envelope during tool change cycle.
-6776,2024-01-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.821,False,Operator reset acknowledged after red-tag inspection.
-6777,2024-01-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.732,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6778,2024-01-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.281,False,Pressure peak corresponds to oversized billet batch processing.
-6779,2024-01-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.816,False,Dust extraction fan offline for 18 minutes on line finishing.
-6780,2024-01-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.156,False,Reliability engineer tagged sample window for model retraining.
-6781,2024-01-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.354,False,Machine idle period extended during planned sanitation window.
-6782,2024-01-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.928,False,Temperature remained elevated during unscheduled overtime run.
-6783,2024-01-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.288,False,Humidity readings track seasonal rise across late spring.
-6784,2024-01-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.85,False,Telemetry quality flag downgraded during sensor self-test window.
-6785,2024-01-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.733,False,Sensor enclosure opened for manual calibration verification.
-6786,2024-01-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.087,False,Temperature variance narrowed after coolant nozzle cleaning.
-6787,2024-01-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.045,False,Air handler maintenance reduced humidity variance on finishing line.
-6788,2024-01-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.996,False,Warning threshold updated for pilot predictive-maintenance model.
-6789,2024-01-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.155,False,Temporary gateway failover completed without data loss.
-6790,2024-01-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.435,False,Humidity climbed during dock-door open period in afternoon shift.
-6791,2024-01-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.562,False,Shift handoff note referenced unusual noise near press enclosure.
-6792,2024-01-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.138,False,Operator reported intermittent chatter on machine CNC-04.
-6793,2024-01-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.432,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6794,2024-01-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.081,False,Sensor signal clipping observed during startup surge.
-6795,2024-01-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Pressure peak corresponds to oversized billet batch processing.
-6796,2024-01-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.91,False,Pressure peak corresponds to oversized billet batch processing.
-6797,2024-01-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.979,False,SCADA backfill inserted two delayed telemetry points.
-6798,2024-01-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.206,False,Vibration burst exceeds envelope during tool change cycle.
-6799,2024-01-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.427,False,Short-lived packet loss observed at edge gateway gw-02.
-6800,2024-01-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.974,False,Quality team requested trace review for lot 24-118B.
-6801,2024-01-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.329,False,Transient outlier matched forklift impact near cabinet wall.
-6802,2024-01-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.384,False,Vibration harmonics broadened during extended production run.
-6803,2024-01-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.37,False,Dust extraction fan offline for 18 minutes on line finishing.
-6804,2024-01-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.96,False,Sensor battery health remains nominal after firmware update.
-6805,2024-01-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6806,2024-01-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.093,False,Reliability engineer tagged sample window for model retraining.
-6807,2024-01-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.572,False,Transient outlier matched forklift impact near cabinet wall.
-6808,2024-01-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.159,False,Unbalanced load introduced cyclical pressure ripple.
-6809,2024-01-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.519,False,Dust extraction fan offline for 18 minutes on line finishing.
-6810,2024-01-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.911,False,Operator reset acknowledged after red-tag inspection.
-6811,2024-01-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.355,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6812,2024-01-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.157,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6813,2024-01-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.716,False,Vibration harmonics broadened during extended production run.
-6814,2024-01-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.434,False,Sensor battery health remains nominal after firmware update.
-6815,2024-01-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.478,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6816,2024-01-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.753,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6817,2024-01-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.684,False,Temperature variance narrowed after coolant nozzle cleaning.
-6818,2024-01-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.786,False,Maintenance note logged for coupling imbalance inspection.
-6819,2024-01-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.308,False,Thermal overshoot event coincided with recipe change on furnace.
-6820,2024-01-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.706,False,Operator reported intermittent chatter on machine CNC-04.
-6821,2024-01-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.728,False,Coolant loop adjustment reduced chamber temperature spread.
-6822,2024-01-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.095,False,Transient outlier matched forklift impact near cabinet wall.
-6823,2024-01-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.613,False,Sensor battery health remains nominal after firmware update.
-6824,2024-01-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.631,False,Telemetry quality flag downgraded during sensor self-test window.
-6825,2024-01-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.26,False,Vibration harmonics broadened during extended production run.
-6826,2024-01-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.314,False,Press cycle dwell time lengthened during high-volume batch.
-6827,2024-01-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.952,False,Transient outlier matched forklift impact near cabinet wall.
-6828,2024-01-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.848,False,Reliability engineer tagged sample window for model retraining.
-6829,2024-01-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Pressure line purge completed before restart authorization.
-6830,2024-01-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.133,False,Quality team requested trace review for lot 24-118B.
-6831,2024-01-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.067,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6832,2024-01-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.192,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6833,2024-01-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.022,False,Sensor battery health remains nominal after firmware update.
-6834,2024-01-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.137,False,Vibration baseline recovered after tool holder replacement.
-6835,2024-01-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.651,False,Maintenance scheduler deferred calibration due to spare shortage.
-6836,2024-01-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.273,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6837,2024-01-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.575,False,Temperature variance narrowed after coolant nozzle cleaning.
-6838,2024-01-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.579,False,Warning threshold updated for pilot predictive-maintenance model.
-6839,2024-01-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.754,False,Humidity climbed during dock-door open period in afternoon shift.
-6840,2024-01-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.464,False,Coolant loop adjustment reduced chamber temperature spread.
-6841,2024-01-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.207,False,Anomaly review flagged possible bearing wear progression.
-6842,2024-01-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.83,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6843,2024-01-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.958,False,Calibration check overdue by 11 days for press-line transducer.
-6844,2024-01-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.724,False,Sensor enclosure opened for manual calibration verification.
-6845,2024-01-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.502,False,Maintenance note logged for coupling imbalance inspection.
-6846,2024-01-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.976,False,Sensor battery health remains nominal after firmware update.
-6847,2024-01-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.725,False,Humidity baseline improved after seal replacement.
-6848,2024-01-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.081,False,Quality team requested trace review for lot 24-118B.
-6849,2024-01-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.037,False,Pressure peak corresponds to oversized billet batch processing.
-6850,2024-01-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.725,False,Maintenance note logged for coupling imbalance inspection.
-6851,2024-01-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.541,False,Sensor battery health remains nominal after firmware update.
-6852,2024-01-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.65,False,Shift handoff note referenced unusual noise near press enclosure.
-6853,2024-01-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.799,False,SCADA backfill inserted two delayed telemetry points.
-6854,2024-01-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.816,False,Packaging line stop reduced adjacent vibration background.
-6855,2024-01-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.486,False,Operator reported intermittent chatter on machine CNC-04.
-6856,2024-01-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.392,False,Unbalanced load introduced cyclical pressure ripple.
-6857,2024-01-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.946,False,Thermal overshoot event coincided with recipe change on furnace.
-6858,2024-01-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.429,False,Sensor battery health remains nominal after firmware update.
-6859,2024-01-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.177,False,Transient outlier matched forklift impact near cabinet wall.
-6860,2024-01-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.991,False,Hydraulic line pressure oscillation detected under load.
-6861,2024-01-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.127,False,Machine idle period extended during planned sanitation window.
-6862,2024-01-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.016,False,Thermal overshoot event coincided with recipe change on furnace.
-6863,2024-01-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Unbalanced load introduced cyclical pressure ripple.
-6864,2024-01-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.495,False,Temporary gateway failover completed without data loss.
-6865,2024-01-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Hydraulic line pressure oscillation detected under load.
-6866,2024-01-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.722,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6867,2024-01-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.486,False,Air handler maintenance reduced humidity variance on finishing line.
-6868,2024-01-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.4,False,Transient outlier matched forklift impact near cabinet wall.
-6869,2024-01-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.117,False,Temperature variance narrowed after coolant nozzle cleaning.
-6870,2024-01-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.117,False,Humidity baseline improved after seal replacement.
-6871,2024-01-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.103,False,Telemetry quality flag downgraded during sensor self-test window.
-6872,2024-01-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.51,False,Humidity excursion near finishing booth during coating run.
-6873,2024-01-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,Operator reset acknowledged after red-tag inspection.
-6874,2024-01-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.278,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6875,2024-01-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.157,False,Calibration check overdue by 11 days for press-line transducer.
-6876,2024-01-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.968,False,Vibration burst exceeds envelope during tool change cycle.
-6877,2024-01-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Quality team requested trace review for lot 24-118B.
-6878,2024-01-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.27,False,Dust extraction fan offline for 18 minutes on line finishing.
-6879,2024-01-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.456,False,Pressure peak corresponds to oversized billet batch processing.
-6880,2024-01-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.96,False,Temperature remained elevated during unscheduled overtime run.
-6881,2024-01-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Night shift startup produced higher than normal vibration floor.
-6882,2024-01-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.099,False,Machine throughput increase drove sustained pressure uplift.
-6883,2024-01-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.589,False,Air handler maintenance reduced humidity variance on finishing line.
-6884,2024-01-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.135,False,Operator reported intermittent chatter on machine CNC-04.
-6885,2024-01-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.406,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6886,2024-01-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.255,False,Humidity excursion near finishing booth during coating run.
-6887,2024-01-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.726,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6888,2024-01-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.983,False,Vibration baseline recovered after tool holder replacement.
-6889,2024-01-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.567,False,Vibration harmonics broadened during extended production run.
-6890,2024-01-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.67,False,Operator reported intermittent chatter on machine CNC-04.
-6891,2024-01-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.645,False,Night shift startup produced higher than normal vibration floor.
-6892,2024-01-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.343,False,Quality team requested trace review for lot 24-118B.
-6893,2024-01-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.641,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6894,2024-01-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.308,False,Vibration burst exceeds envelope during tool change cycle.
-6895,2024-01-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.426,False,Dust extraction fan offline for 18 minutes on line finishing.
-6896,2024-01-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.588,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6897,2024-01-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.726,False,Machine idle period extended during planned sanitation window.
-6898,2024-01-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.415,False,Short-lived packet loss observed at edge gateway gw-02.
-6899,2024-01-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.693,False,Thermal overshoot event coincided with recipe change on furnace.
-6900,2024-01-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.622,False,Temporary gateway failover completed without data loss.
-6901,2024-01-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Humidity excursion near finishing booth during coating run.
-6902,2024-01-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.87,False,Thermal ramp exceeded expected warmup curve before shift start.
-6903,2024-01-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.28,False,Coolant loop adjustment reduced chamber temperature spread.
-6904,2024-01-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.348,False,Sensor battery health remains nominal after firmware update.
-6905,2024-01-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.516,False,Machine throughput increase drove sustained pressure uplift.
-6906,2024-01-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.567,False,Operator reported intermittent chatter on machine CNC-04.
-6907,2024-01-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.729,False,Transient outlier matched forklift impact near cabinet wall.
-6908,2024-01-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.491,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6909,2024-01-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.327,False,Coolant loop adjustment reduced chamber temperature spread.
-6910,2024-01-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.809,False,Night shift startup produced higher than normal vibration floor.
-6911,2024-01-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.093,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6912,2024-01-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.419,False,Telemetry quality flag downgraded during sensor self-test window.
-6913,2024-01-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,SCADA backfill inserted two delayed telemetry points.
-6914,2024-01-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.691,False,Sensor 3 drift suspected after cross-check with manual gauge.
-6915,2024-01-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.451,False,Heat-treat furnace door cycling increased localized temperature spikes.
-6916,2024-01-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.915,False,Thermal ramp exceeded expected warmup curve before shift start.
-6917,2024-01-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Humidity baseline improved after seal replacement.
-6918,2024-01-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.751,False,Sensor battery health remains nominal after firmware update.
-6919,2024-01-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.387,False,Humidity readings track seasonal rise across late spring.
-6920,2024-01-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.193,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6921,2024-01-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.703,False,Pressure peak corresponds to oversized billet batch processing.
-6922,2024-01-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.563,False,Thermal overshoot event coincided with recipe change on furnace.
-6923,2024-01-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.849,False,Humidity excursion near finishing booth during coating run.
-6924,2024-01-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.004,False,Vibration harmonics broadened during extended production run.
-6925,2024-01-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.001,False,Humidity readings track seasonal rise across late spring.
-6926,2024-01-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.236,False,Telemetry quality flag downgraded during sensor self-test window.
-6927,2024-01-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.937,False,Vibration baseline recovered after tool holder replacement.
-6928,2024-01-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.242,False,Quality hold reduced finishing booth activity for one shift.
-6929,2024-01-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.516,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-6930,2024-01-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.605,False,Hydraulic line pressure oscillation detected under load.
-6931,2024-01-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.422,False,Humidity excursion near finishing booth during coating run.
-6932,2024-01-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.752,False,Supervisory alert generated after three consecutive threshold breaches.
-6933,2024-01-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.267,False,Pressure line purge completed before restart authorization.
-6934,2024-01-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.104,False,Transient outlier matched forklift impact near cabinet wall.
-6935,2024-01-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.458,False,Transient outlier matched forklift impact near cabinet wall.
-6936,2024-01-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.865,False,Telemetry quality flag downgraded during sensor self-test window.
-6937,2024-01-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.687,False,Humidity baseline improved after seal replacement.
-6938,2024-01-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.513,False,Compressed air fluctuation introduced pressure noise for two cycles.
-6939,2024-01-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.13,False,Pressure peak corresponds to oversized billet batch processing.
-6940,2024-01-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.698,False,Warning threshold updated for pilot predictive-maintenance model.
-6941,2024-01-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.291,False,Humidity excursion near finishing booth during coating run.
-6942,2024-01-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.992,False,Condensation warning cleared after dehumidifier ramp-up.
-6943,2024-01-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.92,False,Pressure peak corresponds to oversized billet batch processing.
-6944,2024-01-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.898,False,Pressure peak corresponds to oversized billet batch processing.
-6945,2024-01-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.462,False,Ambient temperature stabilized after HVAC stage-two engagement.
-6946,2024-01-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.572,False,Short-lived packet loss observed at edge gateway gw-02.
-6947,2024-01-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.62,False,Anomaly review flagged possible bearing wear progression.
-6948,2024-01-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.237,False,Thermal overshoot event coincided with recipe change on furnace.
-6949,2024-01-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.78,False,Maintenance note logged for coupling imbalance inspection.
-6950,2024-01-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.098,False,Operator reset acknowledged after red-tag inspection.
-6951,2024-01-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.861,False,Temperature variance narrowed after coolant nozzle cleaning.
-6952,2024-01-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.409,False,Maintenance note logged for coupling imbalance inspection.
-6953,2024-01-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.445,False,Quality hold reduced finishing booth activity for one shift.
-6954,2024-01-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.651,False,SCADA backfill inserted two delayed telemetry points.
-6955,2024-01-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.095,False,Machine throughput increase drove sustained pressure uplift.
-6956,2024-01-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.002,False,Thermal overshoot event coincided with recipe change on furnace.
-6957,2024-01-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.56,False,Maintenance note logged for coupling imbalance inspection.
-6958,2024-01-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.29,False,Temperature variance narrowed after coolant nozzle cleaning.
-6959,2024-01-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.604,False,Sensor battery health remains nominal after firmware update.
-6960,2024-01-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.177,False,Hydraulic line pressure oscillation detected under load.
-6961,2024-01-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.636,False,Condensation warning cleared after dehumidifier ramp-up.
-6962,2024-01-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.142,False,SCADA backfill inserted two delayed telemetry points.
-6963,2024-01-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.346,False,Vibration baseline recovered after tool holder replacement.
-6964,2024-01-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.694,False,Thermal overshoot event coincided with recipe change on furnace.
-6965,2024-01-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.754,False,Quality hold reduced finishing booth activity for one shift.
-6966,2024-01-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.094,False,Pressure peak corresponds to oversized billet batch processing.
-6967,2024-01-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.938,False,Reliability engineer tagged sample window for model retraining.
-6968,2024-01-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.333,False,Short-lived packet loss observed at edge gateway gw-02.
-6969,2024-01-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.258,False,Operator reported intermittent chatter on machine CNC-04.
-6970,2024-01-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.24,False,Bearing temperature rising faster than baseline on spindle cell.
-6971,2024-01-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.079,False,Hydraulic line pressure oscillation detected under load.
-6972,2024-01-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.697,False,Reliability engineer tagged sample window for model retraining.
-6973,2024-01-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.091,False,Thermal overshoot event coincided with recipe change on furnace.
-6974,2024-01-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.317,False,Calibration check overdue by 11 days for press-line transducer.
-6975,2024-01-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.726,False,Sensor enclosure opened for manual calibration verification.
-6976,2024-01-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.294,False,Short-lived packet loss observed at edge gateway gw-02.
-6977,2024-01-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.774,False,Air handler maintenance reduced humidity variance on finishing line.
-6978,2024-01-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.478,False,Humidity readings track seasonal rise across late spring.
-6979,2024-01-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.459,False,Coolant loop adjustment reduced chamber temperature spread.
-6980,2024-01-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.688,False,Thermal overshoot event coincided with recipe change on furnace.
-6981,2024-01-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.348,False,Press cycle dwell time lengthened during high-volume batch.
-6982,2024-01-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.737,False,Sensor heartbeat delayed by one interval after gateway retry.
-6983,2024-01-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.815,False,Warning threshold updated for pilot predictive-maintenance model.
-6984,2024-01-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.263,False,Reliability engineer tagged sample window for model retraining.
-6985,2024-01-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.995,False,Transient outlier matched forklift impact near cabinet wall.
-6986,2024-01-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.387,False,Transient outlier matched forklift impact near cabinet wall.
-6987,2024-01-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.78,False,Anomaly review flagged possible bearing wear progression.
-6988,2024-01-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.564,False,Vibration burst exceeds envelope during tool change cycle.
-6989,2024-01-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.125,False,Packaging line stop reduced adjacent vibration background.
-6990,2024-01-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.694,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-6991,2024-01-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.382,False,Quality team requested trace review for lot 24-118B.
-6992,2024-01-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.8,False,Sensor battery health remains nominal after firmware update.
-6993,2024-01-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Operator reported intermittent chatter on machine CNC-04.
-6994,2024-01-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.558,False,Pressure line purge completed before restart authorization.
-6995,2024-01-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.56,False,Night shift startup produced higher than normal vibration floor.
-6996,2024-01-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.018,False,Temperature variance narrowed after coolant nozzle cleaning.
-6997,2024-01-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.144,False,Machine throughput increase drove sustained pressure uplift.
-6998,2024-01-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.207,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-6999,2024-01-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.014,False,Telemetry quality flag downgraded during sensor self-test window.
-7000,2024-01-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.892,False,Quality hold reduced finishing booth activity for one shift.
-7001,2024-01-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.325,False,Quality team requested trace review for lot 24-118B.
-7002,2024-01-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.335,False,Unbalanced load introduced cyclical pressure ripple.
-7003,2024-01-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.208,False,Machine throughput increase drove sustained pressure uplift.
-7004,2024-01-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.036,False,Maintenance note logged for coupling imbalance inspection.
-7005,2024-01-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.609,False,Pressure settled back to nominal after valve reseat.
-7006,2024-01-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.002,False,Anomaly review flagged possible bearing wear progression.
-7007,2024-01-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.455,False,Temperature variance narrowed after coolant nozzle cleaning.
-7008,2024-01-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.448,False,Quality team requested trace review for lot 24-118B.
-7009,2024-01-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Vibration harmonics broadened during extended production run.
-7010,2024-01-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.588,False,Pressure line purge completed before restart authorization.
-7011,2024-01-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.818,False,Dust extraction fan offline for 18 minutes on line finishing.
-7012,2024-01-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.684,False,Transient outlier matched forklift impact near cabinet wall.
-7013,2024-01-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.267,False,Quality team requested trace review for lot 24-118B.
-7014,2024-01-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.009,False,Vibration baseline recovered after tool holder replacement.
-7015,2024-01-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.921,False,Quality team requested trace review for lot 24-118B.
-7016,2024-01-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.208,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7017,2024-01-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.852,False,Maintenance note logged for coupling imbalance inspection.
-7018,2024-01-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.732,False,Dust extraction fan offline for 18 minutes on line finishing.
-7019,2024-01-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.384,False,Thermal ramp exceeded expected warmup curve before shift start.
-7020,2024-01-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.577,False,Warning threshold updated for pilot predictive-maintenance model.
-7021,2024-01-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.612,False,Temperature variance narrowed after coolant nozzle cleaning.
-7022,2024-01-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.213,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7023,2024-01-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.62,False,Calibration check overdue by 11 days for press-line transducer.
-7024,2024-01-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.581,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7025,2024-01-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.064,False,Machine throughput increase drove sustained pressure uplift.
-7026,2024-01-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.489,False,Packaging line stop reduced adjacent vibration background.
-7027,2024-01-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Night shift startup produced higher than normal vibration floor.
-7028,2024-01-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.292,False,Sensor enclosure opened for manual calibration verification.
-7029,2024-01-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Packaging line stop reduced adjacent vibration background.
-7030,2024-01-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.475,False,Calibration check overdue by 11 days for press-line transducer.
-7031,2024-01-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.344,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7032,2024-01-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.808,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7033,2024-01-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.34,False,Reliability engineer tagged sample window for model retraining.
-7034,2024-01-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.613,False,Supervisory alert generated after three consecutive threshold breaches.
-7035,2024-01-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.516,False,Sensor signal clipping observed during startup surge.
-7036,2024-01-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.708,False,Thermal overshoot event coincided with recipe change on furnace.
-7037,2024-01-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.506,False,Quality hold reduced finishing booth activity for one shift.
-7038,2024-01-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.337,False,Dust extraction fan offline for 18 minutes on line finishing.
-7039,2024-01-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.512,False,Shift handoff note referenced unusual noise near press enclosure.
-7040,2024-01-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.004,False,Shift handoff note referenced unusual noise near press enclosure.
-7041,2024-01-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.023,False,Pressure settled back to nominal after valve reseat.
-7042,2024-01-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.677,False,SCADA backfill inserted two delayed telemetry points.
-7043,2024-01-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.901,False,Short-lived packet loss observed at edge gateway gw-02.
-7044,2024-01-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.857,False,Maintenance scheduler deferred calibration due to spare shortage.
-7045,2024-01-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.924,False,Machine throughput increase drove sustained pressure uplift.
-7046,2024-01-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.605,False,Vibration harmonics broadened during extended production run.
-7047,2024-01-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.246,False,Unbalanced load introduced cyclical pressure ripple.
-7048,2024-01-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.452,False,Sensor enclosure opened for manual calibration verification.
-7049,2024-01-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Maintenance note logged for coupling imbalance inspection.
-7050,2024-01-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.064,False,Sensor battery health remains nominal after firmware update.
-7051,2024-01-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.013,False,Humidity baseline improved after seal replacement.
-7052,2024-01-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.133,False,Telemetry quality flag downgraded during sensor self-test window.
-7053,2024-01-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.411,False,Air handler maintenance reduced humidity variance on finishing line.
-7054,2024-01-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.074,False,Humidity excursion near finishing booth during coating run.
-7055,2024-01-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.47,False,Sensor heartbeat delayed by one interval after gateway retry.
-7056,2024-01-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.205,False,Temperature variance narrowed after coolant nozzle cleaning.
-7057,2024-01-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.707,False,Telemetry quality flag downgraded during sensor self-test window.
-7058,2024-01-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.838,False,Unbalanced load introduced cyclical pressure ripple.
-7059,2024-01-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.27,False,Temperature remained elevated during unscheduled overtime run.
-7060,2024-01-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.901,False,Coolant loop adjustment reduced chamber temperature spread.
-7061,2024-01-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.933,False,Quality hold reduced finishing booth activity for one shift.
-7062,2024-01-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.01,False,Quality team requested trace review for lot 24-118B.
-7063,2024-01-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.562,False,Pressure line purge completed before restart authorization.
-7064,2024-01-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.991,False,Temporary gateway failover completed without data loss.
-7065,2024-01-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.078,False,Operator reset acknowledged after red-tag inspection.
-7066,2024-01-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.923,False,Supervisory alert generated after three consecutive threshold breaches.
-7067,2024-01-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.457,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7068,2024-01-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.884,False,Condensation warning cleared after dehumidifier ramp-up.
-7069,2024-01-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.388,False,Sensor enclosure opened for manual calibration verification.
-7070,2024-01-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.243,False,Humidity readings track seasonal rise across late spring.
-7071,2024-01-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.86,False,Bearing temperature rising faster than baseline on spindle cell.
-7072,2024-01-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.705,False,Maintenance note logged for coupling imbalance inspection.
-7073,2024-01-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.911,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7074,2024-01-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.755,False,Operator reported intermittent chatter on machine CNC-04.
-7075,2024-01-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.913,False,Edge collector replayed buffered events after network recovery.
-7076,2024-01-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.409,False,Bearing temperature rising faster than baseline on spindle cell.
-7077,2024-01-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.266,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7078,2024-01-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.39,False,Hydraulic line pressure oscillation detected under load.
-7079,2024-01-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.337,False,Maintenance note logged for coupling imbalance inspection.
-7080,2024-01-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.026,False,Operator reset acknowledged after red-tag inspection.
-7081,2024-01-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.226,False,Temperature remained elevated during unscheduled overtime run.
-7082,2024-01-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.711,False,Packaging line stop reduced adjacent vibration background.
-7083,2024-01-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.466,False,SCADA backfill inserted two delayed telemetry points.
-7084,2024-01-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.543,False,Hydraulic line pressure oscillation detected under load.
-7085,2024-01-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.24,False,Pressure settled back to nominal after valve reseat.
-7086,2024-01-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.798,False,Shift handoff note referenced unusual noise near press enclosure.
-7087,2024-01-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.466,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7088,2024-01-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.981,False,Coolant loop adjustment reduced chamber temperature spread.
-7089,2024-01-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.019,False,Machine idle period extended during planned sanitation window.
-7090,2024-01-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.845,False,Edge collector replayed buffered events after network recovery.
-7091,2024-01-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.458,False,Operator reset acknowledged after red-tag inspection.
-7092,2024-01-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.5,False,Packaging line stop reduced adjacent vibration background.
-7093,2024-01-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.492,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7094,2024-01-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.098,False,Vibration harmonics broadened during extended production run.
-7095,2024-01-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.104,False,Transient outlier matched forklift impact near cabinet wall.
-7096,2024-01-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.159,False,Unbalanced load introduced cyclical pressure ripple.
-7097,2024-01-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.629,False,Calibration check overdue by 11 days for press-line transducer.
-7098,2024-01-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.085,False,Edge collector replayed buffered events after network recovery.
-7099,2024-01-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.091,False,Vibration harmonics broadened during extended production run.
-7100,2024-01-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.21,False,Vibration baseline recovered after tool holder replacement.
-7101,2024-01-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.601,False,Operator reset acknowledged after red-tag inspection.
-7102,2024-01-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.212,False,Vibration burst exceeds envelope during tool change cycle.
-7103,2024-01-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.35,False,Calibration check overdue by 11 days for press-line transducer.
-7104,2024-01-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.593,False,Temperature variance narrowed after coolant nozzle cleaning.
-7105,2024-01-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.225,False,Humidity baseline improved after seal replacement.
-7106,2024-01-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.708,False,Air handler maintenance reduced humidity variance on finishing line.
-7107,2024-01-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.181,False,Thermal overshoot event coincided with recipe change on furnace.
-7108,2024-01-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.426,False,Sensor enclosure opened for manual calibration verification.
-7109,2024-01-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.507,False,Temperature remained elevated during unscheduled overtime run.
-7110,2024-01-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.541,False,Anomaly review flagged possible bearing wear progression.
-7111,2024-01-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.204,False,Short-lived packet loss observed at edge gateway gw-02.
-7112,2024-01-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.037,False,Operator reset acknowledged after red-tag inspection.
-7113,2024-01-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.583,False,Pressure peak corresponds to oversized billet batch processing.
-7114,2024-01-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.553,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7115,2024-01-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.878,False,Sensor battery health remains nominal after firmware update.
-7116,2024-01-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.475,False,Operator reset acknowledged after red-tag inspection.
-7117,2024-01-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.982,False,Vibration burst exceeds envelope during tool change cycle.
-7118,2024-01-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.956,False,Hydraulic line pressure oscillation detected under load.
-7119,2024-01-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.429,False,Transient outlier matched forklift impact near cabinet wall.
-7120,2024-01-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.471,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7121,2024-01-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.823,False,Machine throughput increase drove sustained pressure uplift.
-7122,2024-01-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.987,False,Humidity climbed during dock-door open period in afternoon shift.
-7123,2024-01-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.446,False,Temporary gateway failover completed without data loss.
-7124,2024-01-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.174,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7125,2024-01-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.531,False,Packaging line stop reduced adjacent vibration background.
-7126,2024-01-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.035,False,Condensation warning cleared after dehumidifier ramp-up.
-7127,2024-01-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.641,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7128,2024-01-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.265,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7129,2024-01-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.957,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7130,2024-01-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.027,False,Vibration harmonics broadened during extended production run.
-7131,2024-01-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.048,False,Sensor battery health remains nominal after firmware update.
-7132,2024-01-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.038,False,Operator reset acknowledged after red-tag inspection.
-7133,2024-01-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.3,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7134,2024-01-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.829,False,Vibration baseline recovered after tool holder replacement.
-7135,2024-01-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.795,False,Vibration harmonics broadened during extended production run.
-7136,2024-01-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.594,False,Dust extraction fan offline for 18 minutes on line finishing.
-7137,2024-01-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Sensor signal clipping observed during startup surge.
-7138,2024-01-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.084,False,Vibration baseline recovered after tool holder replacement.
-7139,2024-01-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.457,False,Coolant loop adjustment reduced chamber temperature spread.
-7140,2024-01-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.841,False,Vibration baseline recovered after tool holder replacement.
-7141,2024-01-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7142,2024-01-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.37,False,Bearing temperature rising faster than baseline on spindle cell.
-7143,2024-01-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.784,False,Maintenance scheduler deferred calibration due to spare shortage.
-7144,2024-01-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.294,False,Sensor signal clipping observed during startup surge.
-7145,2024-01-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.728,False,Air handler maintenance reduced humidity variance on finishing line.
-7146,2024-01-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.835,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7147,2024-01-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.381,False,Maintenance scheduler deferred calibration due to spare shortage.
-7148,2024-01-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.549,False,Pressure line purge completed before restart authorization.
-7149,2024-01-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.262,False,Edge collector replayed buffered events after network recovery.
-7150,2024-01-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.506,False,Hydraulic line pressure oscillation detected under load.
-7151,2024-01-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.504,False,Pressure peak corresponds to oversized billet batch processing.
-7152,2024-01-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.988,False,Short-lived packet loss observed at edge gateway gw-02.
-7153,2024-01-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.603,False,Telemetry quality flag downgraded during sensor self-test window.
-7154,2024-01-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.71,False,Packaging line stop reduced adjacent vibration background.
-7155,2024-01-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.292,False,Operator reported intermittent chatter on machine CNC-04.
-7156,2024-01-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.809,False,Quality hold reduced finishing booth activity for one shift.
-7157,2024-01-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.525,False,Humidity climbed during dock-door open period in afternoon shift.
-7158,2024-01-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.018,False,Pressure settled back to nominal after valve reseat.
-7159,2024-01-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.506,False,Transient outlier matched forklift impact near cabinet wall.
-7160,2024-01-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.44,False,Air handler maintenance reduced humidity variance on finishing line.
-7161,2024-01-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.763,False,Sensor battery health remains nominal after firmware update.
-7162,2024-01-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.802,False,Humidity climbed during dock-door open period in afternoon shift.
-7163,2024-01-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.752,False,Vibration burst exceeds envelope during tool change cycle.
-7164,2024-01-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.279,False,Humidity climbed during dock-door open period in afternoon shift.
-7165,2024-01-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.888,False,Dust extraction fan offline for 18 minutes on line finishing.
-7166,2024-01-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.034,False,Transient outlier matched forklift impact near cabinet wall.
-7167,2024-01-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.216,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7168,2024-01-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.678,False,Vibration baseline recovered after tool holder replacement.
-7169,2024-01-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.653,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7170,2024-01-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.397,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7171,2024-01-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.493,False,Dust extraction fan offline for 18 minutes on line finishing.
-7172,2024-01-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.347,False,Maintenance note logged for coupling imbalance inspection.
-7173,2024-01-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Vibration burst exceeds envelope during tool change cycle.
-7174,2024-01-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.876,False,Humidity excursion near finishing booth during coating run.
-7175,2024-01-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.474,False,Edge collector replayed buffered events after network recovery.
-7176,2024-01-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.575,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7177,2024-01-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.922,False,Temperature variance narrowed after coolant nozzle cleaning.
-7178,2024-01-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.419,False,Temporary gateway failover completed without data loss.
-7179,2024-01-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.125,False,Reliability engineer tagged sample window for model retraining.
-7180,2024-01-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.472,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7181,2024-01-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.382,False,Reliability engineer tagged sample window for model retraining.
-7182,2024-01-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.454,False,Edge collector replayed buffered events after network recovery.
-7183,2024-01-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.631,False,Temperature remained elevated during unscheduled overtime run.
-7184,2024-01-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.024,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7185,2024-01-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.781,False,Pressure peak corresponds to oversized billet batch processing.
-7186,2024-01-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.006,False,SCADA backfill inserted two delayed telemetry points.
-7187,2024-01-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.931,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7188,2024-01-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.061,False,Vibration burst exceeds envelope during tool change cycle.
-7189,2024-01-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.364,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7190,2024-01-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.612,False,Temporary gateway failover completed without data loss.
-7191,2024-01-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.341,False,Coolant loop adjustment reduced chamber temperature spread.
-7192,2024-01-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.599,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7193,2024-01-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Temperature remained elevated during unscheduled overtime run.
-7194,2024-01-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.798,False,Telemetry quality flag downgraded during sensor self-test window.
-7195,2024-01-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.831,False,Machine throughput increase drove sustained pressure uplift.
-7196,2024-01-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.875,False,Machine throughput increase drove sustained pressure uplift.
-7197,2024-01-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Thermal overshoot event coincided with recipe change on furnace.
-7198,2024-01-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.317,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7199,2024-01-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.747,False,Quality team requested trace review for lot 24-118B.
-7200,2024-01-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.555,False,Warning threshold updated for pilot predictive-maintenance model.
-7201,2024-01-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.023,False,Maintenance scheduler deferred calibration due to spare shortage.
-7202,2024-01-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.686,False,Shift handoff note referenced unusual noise near press enclosure.
-7203,2024-01-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.807,False,Anomaly review flagged possible bearing wear progression.
-7204,2024-01-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.077,False,Sensor enclosure opened for manual calibration verification.
-7205,2024-01-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.142,False,Sensor battery health remains nominal after firmware update.
-7206,2024-01-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.357,False,Packaging line stop reduced adjacent vibration background.
-7207,2024-01-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.707,False,Air handler maintenance reduced humidity variance on finishing line.
-7208,2024-01-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.237,False,Temporary gateway failover completed without data loss.
-7209,2024-01-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.415,False,Humidity climbed during dock-door open period in afternoon shift.
-7210,2024-01-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.717,False,Reliability engineer tagged sample window for model retraining.
-7211,2024-01-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.988,False,Vibration harmonics broadened during extended production run.
-7212,2024-01-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.419,False,Humidity excursion near finishing booth during coating run.
-7213,2024-01-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.432,False,Anomaly review flagged possible bearing wear progression.
-7214,2024-01-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.582,False,Hydraulic line pressure oscillation detected under load.
-7215,2024-01-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.829,False,Air handler maintenance reduced humidity variance on finishing line.
-7216,2024-01-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.02,False,Temperature variance narrowed after coolant nozzle cleaning.
-7217,2024-01-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Dust extraction fan offline for 18 minutes on line finishing.
-7218,2024-01-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.331,False,Maintenance crew confirmed lubrication interval was missed.
-7219,2024-01-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.593,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7220,2024-01-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.614,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7221,2024-01-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.069,False,Unbalanced load introduced cyclical pressure ripple.
-7222,2024-01-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.063,False,Quality team requested trace review for lot 24-118B.
-7223,2024-01-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Operator reset acknowledged after red-tag inspection.
-7224,2024-01-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.416,False,Quality hold reduced finishing booth activity for one shift.
-7225,2024-01-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.907,False,Temperature remained elevated during unscheduled overtime run.
-7226,2024-01-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.163,False,Machine idle period extended during planned sanitation window.
-7227,2024-01-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.302,False,Operator reported intermittent chatter on machine CNC-04.
-7228,2024-01-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.215,False,Temperature remained elevated during unscheduled overtime run.
-7229,2024-01-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Coolant loop adjustment reduced chamber temperature spread.
-7230,2024-01-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.588,False,Reliability engineer tagged sample window for model retraining.
-7231,2024-01-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Pressure settled back to nominal after valve reseat.
-7232,2024-01-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.124,False,Temporary gateway failover completed without data loss.
-7233,2024-01-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.856,False,Calibration check overdue by 11 days for press-line transducer.
-7234,2024-01-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.621,False,Quality hold reduced finishing booth activity for one shift.
-7235,2024-01-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.514,False,Dust extraction fan offline for 18 minutes on line finishing.
-7236,2024-01-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.163,False,Sensor battery health remains nominal after firmware update.
-7237,2024-01-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.253,False,Vibration burst exceeds envelope during tool change cycle.
-7238,2024-01-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.648,False,Sensor enclosure opened for manual calibration verification.
-7239,2024-01-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.704,False,Machine throughput increase drove sustained pressure uplift.
-7240,2024-01-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.047,False,Unbalanced load introduced cyclical pressure ripple.
-7241,2024-01-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.672,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7242,2024-01-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.123,False,Packaging line stop reduced adjacent vibration background.
-7243,2024-01-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.327,False,Anomaly review flagged possible bearing wear progression.
-7244,2024-01-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.431,False,Transient outlier matched forklift impact near cabinet wall.
-7245,2024-01-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.858,False,Packaging line stop reduced adjacent vibration background.
-7246,2024-01-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.81,False,Operator reported intermittent chatter on machine CNC-04.
-7247,2024-01-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.234,False,Quality team requested trace review for lot 24-118B.
-7248,2024-01-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.909,False,Pressure peak corresponds to oversized billet batch processing.
-7249,2024-01-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.167,False,Temporary gateway failover completed without data loss.
-7250,2024-01-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.401,False,Sensor enclosure opened for manual calibration verification.
-7251,2024-01-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.556,False,Condensation warning cleared after dehumidifier ramp-up.
-7252,2024-01-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.745,False,Calibration check overdue by 11 days for press-line transducer.
-7253,2024-01-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.011,False,Air handler maintenance reduced humidity variance on finishing line.
-7254,2024-01-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.094,False,Press cycle dwell time lengthened during high-volume batch.
-7255,2024-01-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.524,False,Humidity readings track seasonal rise across late spring.
-7256,2024-01-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.639,False,Packaging line stop reduced adjacent vibration background.
-7257,2024-01-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.257,False,Machine throughput increase drove sustained pressure uplift.
-7258,2024-01-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.371,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7259,2024-01-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.96,False,Pressure line purge completed before restart authorization.
-7260,2024-01-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.203,False,Temperature variance narrowed after coolant nozzle cleaning.
-7261,2024-01-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.222,False,Telemetry quality flag downgraded during sensor self-test window.
-7262,2024-01-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.64,False,Edge collector replayed buffered events after network recovery.
-7263,2024-01-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.17,False,Humidity baseline improved after seal replacement.
-7264,2024-01-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.158,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7265,2024-01-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.902,False,Air handler maintenance reduced humidity variance on finishing line.
-7266,2024-01-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.399,False,Reliability engineer tagged sample window for model retraining.
-7267,2024-01-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.009,False,Sensor heartbeat delayed by one interval after gateway retry.
-7268,2024-01-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.754,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7269,2024-01-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.858,False,Coolant loop adjustment reduced chamber temperature spread.
-7270,2024-01-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.091,False,Temperature variance narrowed after coolant nozzle cleaning.
-7271,2024-01-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.506,False,Packaging line stop reduced adjacent vibration background.
-7272,2024-01-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.802,False,Humidity baseline improved after seal replacement.
-7273,2024-01-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.263,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7274,2024-01-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.427,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7275,2024-01-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.111,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7276,2024-01-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.209,False,Humidity baseline improved after seal replacement.
-7277,2024-01-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.197,False,Unbalanced load introduced cyclical pressure ripple.
-7278,2024-01-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.654,False,Bearing temperature rising faster than baseline on spindle cell.
-7279,2024-01-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.764,False,Maintenance note logged for coupling imbalance inspection.
-7280,2024-01-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.464,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7281,2024-01-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.965,False,Quality hold reduced finishing booth activity for one shift.
-7282,2024-01-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.709,False,Humidity readings track seasonal rise across late spring.
-7283,2024-01-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.464,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7284,2024-01-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.177,False,Packaging line stop reduced adjacent vibration background.
-7285,2024-01-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.385,False,Temperature remained elevated during unscheduled overtime run.
-7286,2024-01-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.415,False,Temporary gateway failover completed without data loss.
-7287,2024-01-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.759,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7288,2024-01-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.659,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7289,2024-01-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Humidity climbed during dock-door open period in afternoon shift.
-7290,2024-01-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.116,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7291,2024-01-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.904,False,SCADA backfill inserted two delayed telemetry points.
-7292,2024-01-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.231,False,Reliability engineer tagged sample window for model retraining.
-7293,2024-01-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.096,False,Thermal overshoot event coincided with recipe change on furnace.
-7294,2024-01-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.023,False,Vibration burst exceeds envelope during tool change cycle.
-7295,2024-01-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.249,False,Temporary gateway failover completed without data loss.
-7296,2024-01-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.141,False,Dust extraction fan offline for 18 minutes on line finishing.
-7297,2024-01-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Sensor heartbeat delayed by one interval after gateway retry.
-7298,2024-01-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.804,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7299,2024-01-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.2,False,SCADA backfill inserted two delayed telemetry points.
-7300,2024-01-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.938,False,Packaging line stop reduced adjacent vibration background.
-7301,2024-01-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.698,False,Quality hold reduced finishing booth activity for one shift.
-7302,2024-01-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.742,False,Pressure settled back to nominal after valve reseat.
-7303,2024-01-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.025,False,Anomaly review flagged possible bearing wear progression.
-7304,2024-01-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.54,False,Humidity baseline improved after seal replacement.
-7305,2024-01-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.597,False,Unbalanced load introduced cyclical pressure ripple.
-7306,2024-01-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.738,False,Operator reported intermittent chatter on machine CNC-04.
-7307,2024-01-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.45,False,Hydraulic line pressure oscillation detected under load.
-7308,2024-01-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.343,False,Pressure settled back to nominal after valve reseat.
-7309,2024-01-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.866,False,Shift handoff note referenced unusual noise near press enclosure.
-7310,2024-01-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.163,False,Operator reset acknowledged after red-tag inspection.
-7311,2024-01-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.845,False,Edge collector replayed buffered events after network recovery.
-7312,2024-01-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.993,False,Sensor enclosure opened for manual calibration verification.
-7313,2024-01-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.686,False,Pressure line purge completed before restart authorization.
-7314,2024-01-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.8,False,Pressure peak corresponds to oversized billet batch processing.
-7315,2024-01-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.902,False,Press cycle dwell time lengthened during high-volume batch.
-7316,2024-01-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.637,False,Telemetry quality flag downgraded during sensor self-test window.
-7317,2024-01-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.361,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7318,2024-01-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.932,False,Supervisory alert generated after three consecutive threshold breaches.
-7319,2024-01-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.003,False,Sensor heartbeat delayed by one interval after gateway retry.
-7320,2024-01-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.83,False,Calibration check overdue by 11 days for press-line transducer.
-7321,2024-01-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.055,False,Telemetry quality flag downgraded during sensor self-test window.
-7322,2024-01-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.273,False,Warning threshold updated for pilot predictive-maintenance model.
-7323,2024-01-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.433,False,Quality hold reduced finishing booth activity for one shift.
-7324,2024-01-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.891,False,Packaging line stop reduced adjacent vibration background.
-7325,2024-01-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Thermal overshoot event coincided with recipe change on furnace.
-7326,2024-01-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.256,False,Maintenance note logged for coupling imbalance inspection.
-7327,2024-01-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.548,False,Hydraulic line pressure oscillation detected under load.
-7328,2024-01-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.356,False,Sensor heartbeat delayed by one interval after gateway retry.
-7329,2024-01-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Temperature remained elevated during unscheduled overtime run.
-7330,2024-01-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.34,False,Supervisory alert generated after three consecutive threshold breaches.
-7331,2024-01-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.065,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7332,2024-01-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.231,False,Unbalanced load introduced cyclical pressure ripple.
-7333,2024-01-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.854,False,Vibration burst exceeds envelope during tool change cycle.
-7334,2024-01-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.86,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7335,2024-01-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.622,False,Operator reported intermittent chatter on machine CNC-04.
-7336,2024-01-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.555,False,Vibration baseline recovered after tool holder replacement.
-7337,2024-01-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Dust extraction fan offline for 18 minutes on line finishing.
-7338,2024-01-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.513,False,Temperature remained elevated during unscheduled overtime run.
-7339,2024-01-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.121,False,Maintenance note logged for coupling imbalance inspection.
-7340,2024-01-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.93,False,Press cycle dwell time lengthened during high-volume batch.
-7341,2024-01-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.012,False,Vibration harmonics broadened during extended production run.
-7342,2024-01-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.69,False,Supervisory alert generated after three consecutive threshold breaches.
-7343,2024-01-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.907,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7344,2024-01-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.944,False,Dust extraction fan offline for 18 minutes on line finishing.
-7345,2024-01-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.905,False,Edge collector replayed buffered events after network recovery.
-7346,2024-01-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.256,False,Maintenance scheduler deferred calibration due to spare shortage.
-7347,2024-01-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.539,False,Temperature variance narrowed after coolant nozzle cleaning.
-7348,2024-01-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.217,False,Thermal ramp exceeded expected warmup curve before shift start.
-7349,2024-01-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.955,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7350,2024-01-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.46,False,Coolant loop adjustment reduced chamber temperature spread.
-7351,2024-01-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.589,False,Maintenance note logged for coupling imbalance inspection.
-7352,2024-01-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.878,False,SCADA backfill inserted two delayed telemetry points.
-7353,2024-01-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.095,False,Supervisory alert generated after three consecutive threshold breaches.
-7354,2024-01-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.218,False,Temperature remained elevated during unscheduled overtime run.
-7355,2024-01-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.646,False,Coolant loop adjustment reduced chamber temperature spread.
-7356,2024-01-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.999,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7357,2024-01-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.131,False,Calibration check overdue by 11 days for press-line transducer.
-7358,2024-01-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.816,False,Humidity excursion near finishing booth during coating run.
-7359,2024-01-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.612,False,Hydraulic line pressure oscillation detected under load.
-7360,2024-01-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.062,False,Night shift startup produced higher than normal vibration floor.
-7361,2024-01-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Maintenance scheduler deferred calibration due to spare shortage.
-7362,2024-01-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.505,False,Supervisory alert generated after three consecutive threshold breaches.
-7363,2024-01-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.432,False,Air handler maintenance reduced humidity variance on finishing line.
-7364,2024-01-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.8,False,Vibration baseline recovered after tool holder replacement.
-7365,2024-01-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7366,2024-01-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.967,False,Telemetry quality flag downgraded during sensor self-test window.
-7367,2024-01-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.535,False,Humidity readings track seasonal rise across late spring.
-7368,2024-01-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.28,False,Night shift startup produced higher than normal vibration floor.
-7369,2024-01-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.017,False,Warning threshold updated for pilot predictive-maintenance model.
-7370,2024-01-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.762,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7371,2024-01-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Supervisory alert generated after three consecutive threshold breaches.
-7372,2024-01-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.758,False,Dust extraction fan offline for 18 minutes on line finishing.
-7373,2024-01-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.798,False,Night shift startup produced higher than normal vibration floor.
-7374,2024-01-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.757,False,Humidity readings track seasonal rise across late spring.
-7375,2024-01-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.819,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7376,2024-01-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.952,False,Machine throughput increase drove sustained pressure uplift.
-7377,2024-01-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.893,False,Night shift startup produced higher than normal vibration floor.
-7378,2024-01-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.283,False,Condensation warning cleared after dehumidifier ramp-up.
-7379,2024-01-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.9,False,Calibration check overdue by 11 days for press-line transducer.
-7380,2024-01-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.174,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7381,2024-01-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.301,False,Quality team requested trace review for lot 24-118B.
-7382,2024-01-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.433,False,Sensor signal clipping observed during startup surge.
-7383,2024-01-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.872,False,Supervisory alert generated after three consecutive threshold breaches.
-7384,2024-01-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.89,False,Anomaly review flagged possible bearing wear progression.
-7385,2024-01-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Pressure peak corresponds to oversized billet batch processing.
-7386,2024-01-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.639,False,Warning threshold updated for pilot predictive-maintenance model.
-7387,2024-01-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.751,False,Maintenance crew confirmed lubrication interval was missed.
-7388,2024-01-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.322,False,Transient outlier matched forklift impact near cabinet wall.
-7389,2024-01-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.515,False,Vibration harmonics broadened during extended production run.
-7390,2024-01-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.585,False,Air handler maintenance reduced humidity variance on finishing line.
-7391,2024-01-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.317,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7392,2024-01-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.179,False,Warning threshold updated for pilot predictive-maintenance model.
-7393,2024-01-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Coolant loop adjustment reduced chamber temperature spread.
-7394,2024-01-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.304,False,Vibration baseline recovered after tool holder replacement.
-7395,2024-01-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.493,False,Machine idle period extended during planned sanitation window.
-7396,2024-01-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.081,False,Pressure settled back to nominal after valve reseat.
-7397,2024-01-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.451,False,Calibration check overdue by 11 days for press-line transducer.
-7398,2024-01-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.558,False,Shift handoff note referenced unusual noise near press enclosure.
-7399,2024-01-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.826,False,Supervisory alert generated after three consecutive threshold breaches.
-7400,2024-01-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.948,False,Temperature remained elevated during unscheduled overtime run.
-7401,2024-01-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.213,False,Short-lived packet loss observed at edge gateway gw-02.
-7402,2024-01-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.847,False,Sensor enclosure opened for manual calibration verification.
-7403,2024-01-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.912,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7404,2024-01-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.594,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7405,2024-01-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.908,False,Operator reported intermittent chatter on machine CNC-04.
-7406,2024-01-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.172,False,Shift handoff note referenced unusual noise near press enclosure.
-7407,2024-01-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.048,False,Machine throughput increase drove sustained pressure uplift.
-7408,2024-01-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.855,False,Night shift startup produced higher than normal vibration floor.
-7409,2024-01-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.085,False,Unbalanced load introduced cyclical pressure ripple.
-7410,2024-01-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.945,False,Maintenance note logged for coupling imbalance inspection.
-7411,2024-01-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.036,False,Unbalanced load introduced cyclical pressure ripple.
-7412,2024-01-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.066,False,Transient outlier matched forklift impact near cabinet wall.
-7413,2024-01-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.03,False,Thermal overshoot event coincided with recipe change on furnace.
-7414,2024-01-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.355,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7415,2024-01-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.927,False,Unbalanced load introduced cyclical pressure ripple.
-7416,2024-01-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.691,False,Quality hold reduced finishing booth activity for one shift.
-7417,2024-01-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.378,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7418,2024-01-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.921,False,Unbalanced load introduced cyclical pressure ripple.
-7419,2024-01-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.598,False,Humidity readings track seasonal rise across late spring.
-7420,2024-01-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.94,False,Bearing temperature rising faster than baseline on spindle cell.
-7421,2024-01-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.576,False,Pressure line purge completed before restart authorization.
-7422,2024-01-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.545,False,Night shift startup produced higher than normal vibration floor.
-7423,2024-01-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.206,False,Pressure settled back to nominal after valve reseat.
-7424,2024-01-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.566,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7425,2024-01-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.499,False,Night shift startup produced higher than normal vibration floor.
-7426,2024-01-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.541,False,Coolant loop adjustment reduced chamber temperature spread.
-7427,2024-01-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.317,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7428,2024-01-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.83,False,Maintenance note logged for coupling imbalance inspection.
-7429,2024-01-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Quality hold reduced finishing booth activity for one shift.
-7430,2024-01-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.204,False,Humidity readings track seasonal rise across late spring.
-7431,2024-01-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.631,False,Short-lived packet loss observed at edge gateway gw-02.
-7432,2024-01-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.808,False,Reliability engineer tagged sample window for model retraining.
-7433,2024-01-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.532,False,Temperature remained elevated during unscheduled overtime run.
-7434,2024-01-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.273,False,Pressure line purge completed before restart authorization.
-7435,2024-01-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.777,False,Sensor heartbeat delayed by one interval after gateway retry.
-7436,2024-01-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.657,False,Sensor battery health remains nominal after firmware update.
-7437,2024-01-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7438,2024-01-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.992,False,Quality hold reduced finishing booth activity for one shift.
-7439,2024-01-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.905,False,Dust extraction fan offline for 18 minutes on line finishing.
-7440,2024-01-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.458,False,Vibration baseline recovered after tool holder replacement.
-7441,2024-01-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.82,False,Transient outlier matched forklift impact near cabinet wall.
-7442,2024-01-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.647,False,Dust extraction fan offline for 18 minutes on line finishing.
-7443,2024-01-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.831,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7444,2024-01-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.551,False,Temporary gateway failover completed without data loss.
-7445,2024-01-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.938,False,Reliability engineer tagged sample window for model retraining.
-7446,2024-01-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.025,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7447,2024-01-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.953,False,SCADA backfill inserted two delayed telemetry points.
-7448,2024-01-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.019,False,Sensor heartbeat delayed by one interval after gateway retry.
-7449,2024-01-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.161,False,Pressure peak corresponds to oversized billet batch processing.
-7450,2024-01-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.445,False,Vibration harmonics broadened during extended production run.
-7451,2024-01-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Press cycle dwell time lengthened during high-volume batch.
-7452,2024-01-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.696,False,Maintenance crew confirmed lubrication interval was missed.
-7453,2024-01-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.942,False,Calibration check overdue by 11 days for press-line transducer.
-7454,2024-01-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.92,False,Packaging line stop reduced adjacent vibration background.
-7455,2024-01-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.055,False,Bearing temperature rising faster than baseline on spindle cell.
-7456,2024-01-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.459,False,Temporary gateway failover completed without data loss.
-7457,2024-01-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Reliability engineer tagged sample window for model retraining.
-7458,2024-01-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.71,False,SCADA backfill inserted two delayed telemetry points.
-7459,2024-01-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.255,False,Press cycle dwell time lengthened during high-volume batch.
-7460,2024-01-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.218,False,Transient outlier matched forklift impact near cabinet wall.
-7461,2024-01-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.517,False,Maintenance scheduler deferred calibration due to spare shortage.
-7462,2024-01-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.669,False,Press cycle dwell time lengthened during high-volume batch.
-7463,2024-01-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.811,False,Pressure settled back to nominal after valve reseat.
-7464,2024-01-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.82,False,Operator reported intermittent chatter on machine CNC-04.
-7465,2024-01-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.135,False,Vibration burst exceeds envelope during tool change cycle.
-7466,2024-01-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.31,False,Temperature remained elevated during unscheduled overtime run.
-7467,2024-01-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.336,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7468,2024-01-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.475,False,Humidity readings track seasonal rise across late spring.
-7469,2024-01-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Shift handoff note referenced unusual noise near press enclosure.
-7470,2024-01-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.387,False,Transient outlier matched forklift impact near cabinet wall.
-7471,2024-01-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.694,False,Anomaly review flagged possible bearing wear progression.
-7472,2024-01-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.1,False,Anomaly review flagged possible bearing wear progression.
-7473,2024-01-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.807,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7474,2024-01-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.77,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7475,2024-01-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.419,False,Vibration baseline recovered after tool holder replacement.
-7476,2024-01-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.584,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7477,2024-01-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.335,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7478,2024-01-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.127,False,Operator reported intermittent chatter on machine CNC-04.
-7479,2024-01-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.85,False,Pressure settled back to nominal after valve reseat.
-7480,2024-01-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.585,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7481,2024-01-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.77,False,Hydraulic line pressure oscillation detected under load.
-7482,2024-01-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.609,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7483,2024-01-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.599,False,Maintenance crew confirmed lubrication interval was missed.
-7484,2024-01-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.518,False,Press cycle dwell time lengthened during high-volume batch.
-7485,2024-01-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Vibration harmonics broadened during extended production run.
-7486,2024-01-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.533,False,Calibration check overdue by 11 days for press-line transducer.
-7487,2024-01-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.919,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7488,2024-01-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.206,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7489,2024-01-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.182,False,Vibration burst exceeds envelope during tool change cycle.
-7490,2024-01-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.538,False,Telemetry quality flag downgraded during sensor self-test window.
-7491,2024-01-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.378,False,Bearing temperature rising faster than baseline on spindle cell.
-7492,2024-01-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,39.0,False,Maintenance note logged for coupling imbalance inspection.
-7493,2024-01-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.059,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7494,2024-01-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.115,False,Humidity climbed during dock-door open period in afternoon shift.
-7495,2024-01-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.175,False,Sensor battery health remains nominal after firmware update.
-7496,2024-01-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.697,False,Warning threshold updated for pilot predictive-maintenance model.
-7497,2024-01-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.88,False,Operator reported intermittent chatter on machine CNC-04.
-7498,2024-01-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.549,False,Transient outlier matched forklift impact near cabinet wall.
-7499,2024-01-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.62,False,Anomaly review flagged possible bearing wear progression.
-7500,2024-01-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.468,False,Sensor heartbeat delayed by one interval after gateway retry.
-7501,2024-01-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.292,False,Operator reported intermittent chatter on machine CNC-04.
-7502,2024-01-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.844,False,Warning threshold updated for pilot predictive-maintenance model.
-7503,2024-01-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.569,False,SCADA backfill inserted two delayed telemetry points.
-7504,2024-01-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.662,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7505,2024-01-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.165,False,Reliability engineer tagged sample window for model retraining.
-7506,2024-01-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.131,False,Shift handoff note referenced unusual noise near press enclosure.
-7507,2024-01-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.521,False,Quality team requested trace review for lot 24-118B.
-7508,2024-01-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.283,False,Dust extraction fan offline for 18 minutes on line finishing.
-7509,2024-01-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.85,False,Supervisory alert generated after three consecutive threshold breaches.
-7510,2024-01-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.262,False,Edge collector replayed buffered events after network recovery.
-7511,2024-01-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.902,False,Sensor heartbeat delayed by one interval after gateway retry.
-7512,2024-01-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.796,False,Unbalanced load introduced cyclical pressure ripple.
-7513,2024-01-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.989,False,Sensor heartbeat delayed by one interval after gateway retry.
-7514,2024-01-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.739,False,Thermal overshoot event coincided with recipe change on furnace.
-7515,2024-01-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.2,False,SCADA backfill inserted two delayed telemetry points.
-7516,2024-01-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.074,False,Humidity readings track seasonal rise across late spring.
-7517,2024-01-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,SCADA backfill inserted two delayed telemetry points.
-7518,2024-01-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.523,False,Warning threshold updated for pilot predictive-maintenance model.
-7519,2024-01-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.695,False,Reliability engineer tagged sample window for model retraining.
-7520,2024-01-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.257,False,Pressure peak corresponds to oversized billet batch processing.
-7521,2024-01-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.879,False,Dust extraction fan offline for 18 minutes on line finishing.
-7522,2024-01-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.626,False,Maintenance scheduler deferred calibration due to spare shortage.
-7523,2024-01-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.299,False,Maintenance crew confirmed lubrication interval was missed.
-7524,2024-01-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.82,False,Anomaly review flagged possible bearing wear progression.
-7525,2024-01-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.508,False,Air handler maintenance reduced humidity variance on finishing line.
-7526,2024-01-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.991,False,Coolant loop adjustment reduced chamber temperature spread.
-7527,2024-01-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.741,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7528,2024-01-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.797,False,Humidity excursion near finishing booth during coating run.
-7529,2024-01-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.921,False,Vibration baseline recovered after tool holder replacement.
-7530,2024-01-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.271,False,Operator reset acknowledged after red-tag inspection.
-7531,2024-01-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.114,False,Vibration burst exceeds envelope during tool change cycle.
-7532,2024-01-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.362,False,Vibration baseline recovered after tool holder replacement.
-7533,2024-01-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.481,False,Condensation warning cleared after dehumidifier ramp-up.
-7534,2024-01-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.793,False,Reliability engineer tagged sample window for model retraining.
-7535,2024-01-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.721,False,Short-lived packet loss observed at edge gateway gw-02.
-7536,2024-01-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.163,False,Supervisory alert generated after three consecutive threshold breaches.
-7537,2024-01-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.019,False,Vibration burst exceeds envelope during tool change cycle.
-7538,2024-01-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.254,False,Calibration check overdue by 11 days for press-line transducer.
-7539,2024-01-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.084,False,Sensor signal clipping observed during startup surge.
-7540,2024-01-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.977,False,Maintenance crew confirmed lubrication interval was missed.
-7541,2024-01-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.803,False,Thermal ramp exceeded expected warmup curve before shift start.
-7542,2024-01-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.28,False,SCADA backfill inserted two delayed telemetry points.
-7543,2024-01-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.375,False,Pressure settled back to nominal after valve reseat.
-7544,2024-01-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.402,False,Temperature remained elevated during unscheduled overtime run.
-7545,2024-01-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.92,False,Temperature variance narrowed after coolant nozzle cleaning.
-7546,2024-01-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.908,False,Pressure settled back to nominal after valve reseat.
-7547,2024-01-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.865,False,Reliability engineer tagged sample window for model retraining.
-7548,2024-01-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.386,False,Calibration check overdue by 11 days for press-line transducer.
-7549,2024-01-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.435,False,Operator reported intermittent chatter on machine CNC-04.
-7550,2024-01-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.868,False,Press cycle dwell time lengthened during high-volume batch.
-7551,2024-01-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.953,False,Condensation warning cleared after dehumidifier ramp-up.
-7552,2024-01-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.053,False,Pressure line purge completed before restart authorization.
-7553,2024-01-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.366,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7554,2024-01-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.154,False,Quality team requested trace review for lot 24-118B.
-7555,2024-01-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Thermal overshoot event coincided with recipe change on furnace.
-7556,2024-01-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.155,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7557,2024-01-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.102,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7558,2024-01-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.453,False,Temporary gateway failover completed without data loss.
-7559,2024-01-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.427,False,Edge collector replayed buffered events after network recovery.
-7560,2024-01-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.172,False,Vibration harmonics broadened during extended production run.
-7561,2024-01-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.992,False,Transient outlier matched forklift impact near cabinet wall.
-7562,2024-01-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.726,False,Edge collector replayed buffered events after network recovery.
-7563,2024-01-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.041,False,Condensation warning cleared after dehumidifier ramp-up.
-7564,2024-01-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.536,False,Humidity climbed during dock-door open period in afternoon shift.
-7565,2024-01-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Humidity baseline improved after seal replacement.
-7566,2024-01-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.881,False,Unbalanced load introduced cyclical pressure ripple.
-7567,2024-01-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.851,False,Bearing temperature rising faster than baseline on spindle cell.
-7568,2024-01-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.353,False,Thermal ramp exceeded expected warmup curve before shift start.
-7569,2024-01-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.318,False,Telemetry quality flag downgraded during sensor self-test window.
-7570,2024-01-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.022,False,Pressure line purge completed before restart authorization.
-7571,2024-01-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.518,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7572,2024-01-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.054,False,Unbalanced load introduced cyclical pressure ripple.
-7573,2024-01-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.176,False,Telemetry quality flag downgraded during sensor self-test window.
-7574,2024-01-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.608,False,Shift handoff note referenced unusual noise near press enclosure.
-7575,2024-01-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.483,False,Reliability engineer tagged sample window for model retraining.
-7576,2024-01-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,47.241,False,Sensor heartbeat delayed by one interval after gateway retry.
-7577,2024-01-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.284,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7578,2024-01-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.15,False,Packaging line stop reduced adjacent vibration background.
-7579,2024-01-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.815,False,Sensor enclosure opened for manual calibration verification.
-7580,2024-01-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.401,False,Calibration check overdue by 11 days for press-line transducer.
-7581,2024-01-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.032,False,SCADA backfill inserted two delayed telemetry points.
-7582,2024-01-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.895,False,Night shift startup produced higher than normal vibration floor.
-7583,2024-01-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.15,False,Anomaly review flagged possible bearing wear progression.
-7584,2024-01-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.817,False,SCADA backfill inserted two delayed telemetry points.
-7585,2024-01-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.917,False,Unbalanced load introduced cyclical pressure ripple.
-7586,2024-01-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.364,False,Telemetry quality flag downgraded during sensor self-test window.
-7587,2024-01-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.032,False,Quality team requested trace review for lot 24-118B.
-7588,2024-01-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.716,False,Humidity baseline improved after seal replacement.
-7589,2024-01-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.279,False,Maintenance scheduler deferred calibration due to spare shortage.
-7590,2024-01-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.375,False,Pressure peak corresponds to oversized billet batch processing.
-7591,2024-01-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.201,False,Maintenance note logged for coupling imbalance inspection.
-7592,2024-01-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.158,False,Coolant loop adjustment reduced chamber temperature spread.
-7593,2024-01-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.138,False,Anomaly review flagged possible bearing wear progression.
-7594,2024-01-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.716,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7595,2024-01-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.406,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7596,2024-01-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.054,False,Humidity excursion near finishing booth during coating run.
-7597,2024-01-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.711,False,Temperature remained elevated during unscheduled overtime run.
-7598,2024-01-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.019,False,Pressure line purge completed before restart authorization.
-7599,2024-01-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.031,False,Vibration harmonics broadened during extended production run.
-7600,2024-01-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.445,False,Sensor heartbeat delayed by one interval after gateway retry.
-7601,2024-01-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.244,False,Air handler maintenance reduced humidity variance on finishing line.
-7602,2024-01-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.343,False,Hydraulic line pressure oscillation detected under load.
-7603,2024-01-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.487,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7604,2024-01-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.24,False,Thermal ramp exceeded expected warmup curve before shift start.
-7605,2024-01-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.116,False,Temperature variance narrowed after coolant nozzle cleaning.
-7606,2024-01-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.238,False,Thermal ramp exceeded expected warmup curve before shift start.
-7607,2024-01-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.075,False,Thermal ramp exceeded expected warmup curve before shift start.
-7608,2024-01-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.715,False,Operator reset acknowledged after red-tag inspection.
-7609,2024-01-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.162,False,Calibration check overdue by 11 days for press-line transducer.
-7610,2024-01-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.699,False,Humidity readings track seasonal rise across late spring.
-7611,2024-01-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.841,False,Shift handoff note referenced unusual noise near press enclosure.
-7612,2024-01-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.44,False,Vibration burst exceeds envelope during tool change cycle.
-7613,2024-01-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.07,False,Humidity baseline improved after seal replacement.
-7614,2024-01-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.474,False,Pressure peak corresponds to oversized billet batch processing.
-7615,2024-01-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.44,False,Pressure line purge completed before restart authorization.
-7616,2024-01-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.35,False,Anomaly review flagged possible bearing wear progression.
-7617,2024-01-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Air handler maintenance reduced humidity variance on finishing line.
-7618,2024-01-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.477,False,Dust extraction fan offline for 18 minutes on line finishing.
-7619,2024-01-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.184,False,Dust extraction fan offline for 18 minutes on line finishing.
-7620,2024-01-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.328,False,Packaging line stop reduced adjacent vibration background.
-7621,2024-01-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.029,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7622,2024-01-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.709,False,Temperature remained elevated during unscheduled overtime run.
-7623,2024-01-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.614,False,Quality team requested trace review for lot 24-118B.
-7624,2024-01-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.899,False,Sensor signal clipping observed during startup surge.
-7625,2024-01-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.839,False,Thermal ramp exceeded expected warmup curve before shift start.
-7626,2024-01-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.303,False,Unbalanced load introduced cyclical pressure ripple.
-7627,2024-01-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.357,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7628,2024-01-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.977,False,Packaging line stop reduced adjacent vibration background.
-7629,2024-01-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.353,False,Warning threshold updated for pilot predictive-maintenance model.
-7630,2024-01-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.229,False,Unbalanced load introduced cyclical pressure ripple.
-7631,2024-01-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.0,False,Maintenance scheduler deferred calibration due to spare shortage.
-7632,2024-01-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.031,False,Vibration burst exceeds envelope during tool change cycle.
-7633,2024-01-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.502,False,Sensor heartbeat delayed by one interval after gateway retry.
-7634,2024-01-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.843,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7635,2024-01-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.392,False,Calibration check overdue by 11 days for press-line transducer.
-7636,2024-01-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.799,False,Night shift startup produced higher than normal vibration floor.
-7637,2024-01-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.38,False,Supervisory alert generated after three consecutive threshold breaches.
-7638,2024-01-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.317,False,Coolant loop adjustment reduced chamber temperature spread.
-7639,2024-01-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.605,False,Shift handoff note referenced unusual noise near press enclosure.
-7640,2024-01-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.836,False,Dust extraction fan offline for 18 minutes on line finishing.
-7641,2024-01-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.044,False,Temperature remained elevated during unscheduled overtime run.
-7642,2024-01-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.709,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7643,2024-01-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.897,False,Short-lived packet loss observed at edge gateway gw-02.
-7644,2024-01-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.352,False,Sensor signal clipping observed during startup surge.
-7645,2024-01-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.662,False,Vibration baseline recovered after tool holder replacement.
-7646,2024-01-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.679,False,Anomaly review flagged possible bearing wear progression.
-7647,2024-01-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.199,False,Humidity baseline improved after seal replacement.
-7648,2024-01-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.804,False,Supervisory alert generated after three consecutive threshold breaches.
-7649,2024-01-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.097,False,Night shift startup produced higher than normal vibration floor.
-7650,2024-01-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.141,False,Shift handoff note referenced unusual noise near press enclosure.
-7651,2024-01-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.437,False,Maintenance crew confirmed lubrication interval was missed.
-7652,2024-01-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.26,False,Transient outlier matched forklift impact near cabinet wall.
-7653,2024-01-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.423,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7654,2024-01-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.442,False,Press cycle dwell time lengthened during high-volume batch.
-7655,2024-01-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.519,False,Thermal overshoot event coincided with recipe change on furnace.
-7656,2024-01-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.442,False,Sensor battery health remains nominal after firmware update.
-7657,2024-01-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.709,False,Machine throughput increase drove sustained pressure uplift.
-7658,2024-01-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.468,False,Vibration harmonics broadened during extended production run.
-7659,2024-01-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.902,False,Packaging line stop reduced adjacent vibration background.
-7660,2024-01-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.622,False,Hydraulic line pressure oscillation detected under load.
-7661,2024-01-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.692,False,Sensor signal clipping observed during startup surge.
-7662,2024-01-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.992,False,Vibration harmonics broadened during extended production run.
-7663,2024-01-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Supervisory alert generated after three consecutive threshold breaches.
-7664,2024-01-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.631,False,Vibration burst exceeds envelope during tool change cycle.
-7665,2024-01-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.078,False,Quality hold reduced finishing booth activity for one shift.
-7666,2024-01-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.055,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7667,2024-01-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.349,False,Air handler maintenance reduced humidity variance on finishing line.
-7668,2024-01-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.828,False,Bearing temperature rising faster than baseline on spindle cell.
-7669,2024-01-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.979,False,Packaging line stop reduced adjacent vibration background.
-7670,2024-01-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.88,False,Dust extraction fan offline for 18 minutes on line finishing.
-7671,2024-01-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.103,False,Pressure peak corresponds to oversized billet batch processing.
-7672,2024-01-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.545,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7673,2024-01-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.066,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7674,2024-01-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.005,False,Air handler maintenance reduced humidity variance on finishing line.
-7675,2024-01-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.81,False,Humidity readings track seasonal rise across late spring.
-7676,2024-01-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.027,False,Maintenance note logged for coupling imbalance inspection.
-7677,2024-01-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.792,False,Supervisory alert generated after three consecutive threshold breaches.
-7678,2024-01-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.111,False,Condensation warning cleared after dehumidifier ramp-up.
-7679,2024-01-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.703,False,SCADA backfill inserted two delayed telemetry points.
-7680,2024-01-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.382,False,Humidity baseline improved after seal replacement.
-7681,2024-01-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.204,False,Pressure settled back to nominal after valve reseat.
-7682,2024-01-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.82,False,Packaging line stop reduced adjacent vibration background.
-7683,2024-01-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.69,False,Night shift startup produced higher than normal vibration floor.
-7684,2024-01-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.031,False,Reliability engineer tagged sample window for model retraining.
-7685,2024-01-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.408,False,SCADA backfill inserted two delayed telemetry points.
-7686,2024-01-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.305,False,Transient outlier matched forklift impact near cabinet wall.
-7687,2024-01-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.847,False,Short-lived packet loss observed at edge gateway gw-02.
-7688,2024-01-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.241,False,Calibration check overdue by 11 days for press-line transducer.
-7689,2024-01-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.027,False,Machine throughput increase drove sustained pressure uplift.
-7690,2024-01-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.981,False,Transient outlier matched forklift impact near cabinet wall.
-7691,2024-01-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.268,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7692,2024-01-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.181,False,Night shift startup produced higher than normal vibration floor.
-7693,2024-01-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.425,False,Transient outlier matched forklift impact near cabinet wall.
-7694,2024-01-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.133,False,Anomaly review flagged possible bearing wear progression.
-7695,2024-01-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.009,False,Calibration check overdue by 11 days for press-line transducer.
-7696,2024-01-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.241,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7697,2024-01-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.084,False,Vibration baseline recovered after tool holder replacement.
-7698,2024-01-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.138,False,Shift handoff note referenced unusual noise near press enclosure.
-7699,2024-01-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.361,False,Condensation warning cleared after dehumidifier ramp-up.
-7700,2024-01-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.457,False,Quality team requested trace review for lot 24-118B.
-7701,2024-01-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7702,2024-01-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.503,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7703,2024-01-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.958,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7704,2024-01-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.575,False,Sensor heartbeat delayed by one interval after gateway retry.
-7705,2024-01-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.136,False,Anomaly review flagged possible bearing wear progression.
-7706,2024-01-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.965,False,Operator reported intermittent chatter on machine CNC-04.
-7707,2024-01-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.295,False,Edge collector replayed buffered events after network recovery.
-7708,2024-01-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.344,False,Dust extraction fan offline for 18 minutes on line finishing.
-7709,2024-01-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.646,False,Temperature remained elevated during unscheduled overtime run.
-7710,2024-01-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.638,False,Humidity baseline improved after seal replacement.
-7711,2024-01-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.311,False,Packaging line stop reduced adjacent vibration background.
-7712,2024-01-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.62,False,Pressure settled back to nominal after valve reseat.
-7713,2024-01-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.544,False,Dust extraction fan offline for 18 minutes on line finishing.
-7714,2024-01-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.308,False,Unbalanced load introduced cyclical pressure ripple.
-7715,2024-01-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.338,False,Transient outlier matched forklift impact near cabinet wall.
-7716,2024-01-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.066,False,Operator reset acknowledged after red-tag inspection.
-7717,2024-01-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.201,False,Maintenance crew confirmed lubrication interval was missed.
-7718,2024-01-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.94,False,Sensor enclosure opened for manual calibration verification.
-7719,2024-01-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.554,False,Calibration check overdue by 11 days for press-line transducer.
-7720,2024-01-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.107,False,Operator reset acknowledged after red-tag inspection.
-7721,2024-01-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.525,False,Telemetry quality flag downgraded during sensor self-test window.
-7722,2024-01-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.561,False,Vibration baseline recovered after tool holder replacement.
-7723,2024-01-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.185,False,Thermal ramp exceeded expected warmup curve before shift start.
-7724,2024-01-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.536,False,Pressure peak corresponds to oversized billet batch processing.
-7725,2024-01-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Humidity readings track seasonal rise across late spring.
-7726,2024-01-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.947,False,Humidity baseline improved after seal replacement.
-7727,2024-01-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.123,False,Night shift startup produced higher than normal vibration floor.
-7728,2024-01-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.335,False,Operator reported intermittent chatter on machine CNC-04.
-7729,2024-01-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.852,False,Bearing temperature rising faster than baseline on spindle cell.
-7730,2024-01-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.343,False,Dust extraction fan offline for 18 minutes on line finishing.
-7731,2024-01-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.254,False,Edge collector replayed buffered events after network recovery.
-7732,2024-01-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.087,False,Short-lived packet loss observed at edge gateway gw-02.
-7733,2024-01-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.902,False,Packaging line stop reduced adjacent vibration background.
-7734,2024-01-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.69,False,Anomaly review flagged possible bearing wear progression.
-7735,2024-01-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.448,False,Sensor enclosure opened for manual calibration verification.
-7736,2024-01-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.827,False,Sensor enclosure opened for manual calibration verification.
-7737,2024-01-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.284,False,Hydraulic line pressure oscillation detected under load.
-7738,2024-01-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.771,False,Machine throughput increase drove sustained pressure uplift.
-7739,2024-01-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.397,False,Press cycle dwell time lengthened during high-volume batch.
-7740,2024-01-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.792,False,Pressure settled back to nominal after valve reseat.
-7741,2024-01-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Machine idle period extended during planned sanitation window.
-7742,2024-01-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.408,False,Pressure line purge completed before restart authorization.
-7743,2024-01-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.225,False,Machine idle period extended during planned sanitation window.
-7744,2024-01-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.837,False,Temperature variance narrowed after coolant nozzle cleaning.
-7745,2024-01-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.597,False,Humidity baseline improved after seal replacement.
-7746,2024-01-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.934,False,Shift handoff note referenced unusual noise near press enclosure.
-7747,2024-01-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.429,False,Coolant loop adjustment reduced chamber temperature spread.
-7748,2024-01-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.98,False,Quality hold reduced finishing booth activity for one shift.
-7749,2024-01-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.601,False,Humidity baseline improved after seal replacement.
-7750,2024-01-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.497,False,Temporary gateway failover completed without data loss.
-7751,2024-01-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Short-lived packet loss observed at edge gateway gw-02.
-7752,2024-01-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.737,False,Hydraulic line pressure oscillation detected under load.
-7753,2024-01-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.964,False,Maintenance crew confirmed lubrication interval was missed.
-7754,2024-01-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.879,False,Anomaly review flagged possible bearing wear progression.
-7755,2024-01-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.694,False,Sensor battery health remains nominal after firmware update.
-7756,2024-01-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.317,False,Bearing temperature rising faster than baseline on spindle cell.
-7757,2024-01-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.694,False,Quality hold reduced finishing booth activity for one shift.
-7758,2024-01-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.401,False,Machine throughput increase drove sustained pressure uplift.
-7759,2024-01-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.541,False,Dust extraction fan offline for 18 minutes on line finishing.
-7760,2024-01-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.754,False,Night shift startup produced higher than normal vibration floor.
-7761,2024-01-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.211,False,Sensor enclosure opened for manual calibration verification.
-7762,2024-01-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.983,False,Maintenance scheduler deferred calibration due to spare shortage.
-7763,2024-01-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.862,False,Pressure settled back to nominal after valve reseat.
-7764,2024-01-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.999,False,Night shift startup produced higher than normal vibration floor.
-7765,2024-01-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.869,False,Sensor enclosure opened for manual calibration verification.
-7766,2024-01-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.309,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7767,2024-01-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.04,False,Anomaly review flagged possible bearing wear progression.
-7768,2024-01-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.246,False,Bearing temperature rising faster than baseline on spindle cell.
-7769,2024-01-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.743,False,Vibration burst exceeds envelope during tool change cycle.
-7770,2024-01-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.947,False,Humidity baseline improved after seal replacement.
-7771,2024-01-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.024,False,Vibration baseline recovered after tool holder replacement.
-7772,2024-01-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.863,False,Reliability engineer tagged sample window for model retraining.
-7773,2024-01-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.019,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7774,2024-01-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.551,False,Maintenance crew confirmed lubrication interval was missed.
-7775,2024-01-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.784,False,Reliability engineer tagged sample window for model retraining.
-7776,2024-01-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.835,False,Calibration check overdue by 11 days for press-line transducer.
-7777,2024-01-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.936,False,Sensor battery health remains nominal after firmware update.
-7778,2024-01-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.088,False,Pressure line purge completed before restart authorization.
-7779,2024-01-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.534,False,Anomaly review flagged possible bearing wear progression.
-7780,2024-01-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.392,False,Reliability engineer tagged sample window for model retraining.
-7781,2024-01-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.931,False,Temperature variance narrowed after coolant nozzle cleaning.
-7782,2024-01-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.984,False,Maintenance scheduler deferred calibration due to spare shortage.
-7783,2024-01-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.012,False,Bearing temperature rising faster than baseline on spindle cell.
-7784,2024-01-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.786,False,SCADA backfill inserted two delayed telemetry points.
-7785,2024-01-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.154,False,Temperature remained elevated during unscheduled overtime run.
-7786,2024-01-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.831,False,Maintenance note logged for coupling imbalance inspection.
-7787,2024-01-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.662,False,Sensor enclosure opened for manual calibration verification.
-7788,2024-01-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.143,False,Shift handoff note referenced unusual noise near press enclosure.
-7789,2024-01-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.216,False,Telemetry quality flag downgraded during sensor self-test window.
-7790,2024-01-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.421,False,Sensor signal clipping observed during startup surge.
-7791,2024-01-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.104,False,Temperature remained elevated during unscheduled overtime run.
-7792,2024-01-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.175,False,Sensor heartbeat delayed by one interval after gateway retry.
-7793,2024-01-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Vibration harmonics broadened during extended production run.
-7794,2024-01-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.227,False,Shift handoff note referenced unusual noise near press enclosure.
-7795,2024-01-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.147,False,Warning threshold updated for pilot predictive-maintenance model.
-7796,2024-01-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.446,False,Warning threshold updated for pilot predictive-maintenance model.
-7797,2024-01-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.302,False,Humidity readings track seasonal rise across late spring.
-7798,2024-01-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.725,False,Maintenance note logged for coupling imbalance inspection.
-7799,2024-01-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.845,False,Supervisory alert generated after three consecutive threshold breaches.
-7800,2024-01-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.351,False,Humidity excursion near finishing booth during coating run.
-7801,2024-01-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.513,False,Humidity readings track seasonal rise across late spring.
-7802,2024-01-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.571,False,Condensation warning cleared after dehumidifier ramp-up.
-7803,2024-01-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.865,False,Thermal overshoot event coincided with recipe change on furnace.
-7804,2024-01-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.635,False,Sensor signal clipping observed during startup surge.
-7805,2024-01-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.52,False,Maintenance crew confirmed lubrication interval was missed.
-7806,2024-01-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.379,False,Humidity excursion near finishing booth during coating run.
-7807,2024-01-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.978,False,Edge collector replayed buffered events after network recovery.
-7808,2024-01-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.719,False,Temperature variance narrowed after coolant nozzle cleaning.
-7809,2024-01-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.212,False,Telemetry quality flag downgraded during sensor self-test window.
-7810,2024-01-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.028,False,Pressure settled back to nominal after valve reseat.
-7811,2024-01-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.782,False,Pressure settled back to nominal after valve reseat.
-7812,2024-01-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.838,False,Unbalanced load introduced cyclical pressure ripple.
-7813,2024-01-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.429,False,Condensation warning cleared after dehumidifier ramp-up.
-7814,2024-01-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.162,False,Operator reset acknowledged after red-tag inspection.
-7815,2024-01-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.356,False,Temporary gateway failover completed without data loss.
-7816,2024-01-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.253,False,Telemetry quality flag downgraded during sensor self-test window.
-7817,2024-01-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.936,False,Telemetry quality flag downgraded during sensor self-test window.
-7818,2024-01-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.62,False,Vibration burst exceeds envelope during tool change cycle.
-7819,2024-01-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.645,False,Calibration check overdue by 11 days for press-line transducer.
-7820,2024-01-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.026,False,Calibration check overdue by 11 days for press-line transducer.
-7821,2024-01-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.887,False,Reliability engineer tagged sample window for model retraining.
-7822,2024-01-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.833,False,Shift handoff note referenced unusual noise near press enclosure.
-7823,2024-01-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.569,False,Sensor signal clipping observed during startup surge.
-7824,2024-01-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.69,False,Humidity excursion near finishing booth during coating run.
-7825,2024-01-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.202,False,Packaging line stop reduced adjacent vibration background.
-7826,2024-01-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.383,False,Condensation warning cleared after dehumidifier ramp-up.
-7827,2024-01-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.979,False,Vibration harmonics broadened during extended production run.
-7828,2024-01-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.496,False,Condensation warning cleared after dehumidifier ramp-up.
-7829,2024-01-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7830,2024-01-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.475,False,Humidity climbed during dock-door open period in afternoon shift.
-7831,2024-01-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.223,False,Temperature remained elevated during unscheduled overtime run.
-7832,2024-01-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.558,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7833,2024-01-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.533,False,Anomaly review flagged possible bearing wear progression.
-7834,2024-01-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.737,False,Humidity readings track seasonal rise across late spring.
-7835,2024-01-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.901,False,Bearing temperature rising faster than baseline on spindle cell.
-7836,2024-01-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.397,False,Press cycle dwell time lengthened during high-volume batch.
-7837,2024-01-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.792,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7838,2024-01-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.476,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7839,2024-01-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.937,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7840,2024-01-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.758,False,Quality hold reduced finishing booth activity for one shift.
-7841,2024-01-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.296,False,Warning threshold updated for pilot predictive-maintenance model.
-7842,2024-01-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.81,False,Operator reported intermittent chatter on machine CNC-04.
-7843,2024-01-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.985,False,Warning threshold updated for pilot predictive-maintenance model.
-7844,2024-01-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.327,False,Condensation warning cleared after dehumidifier ramp-up.
-7845,2024-01-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.457,False,Humidity climbed during dock-door open period in afternoon shift.
-7846,2024-01-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.725,False,Press cycle dwell time lengthened during high-volume batch.
-7847,2024-01-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.191,False,Transient outlier matched forklift impact near cabinet wall.
-7848,2024-01-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.259,False,Humidity climbed during dock-door open period in afternoon shift.
-7849,2024-01-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.363,False,Temporary gateway failover completed without data loss.
-7850,2024-01-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.35,False,Temperature variance narrowed after coolant nozzle cleaning.
-7851,2024-01-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.995,False,Shift handoff note referenced unusual noise near press enclosure.
-7852,2024-01-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.851,False,Temperature variance narrowed after coolant nozzle cleaning.
-7853,2024-01-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.405,False,Maintenance crew confirmed lubrication interval was missed.
-7854,2024-01-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.434,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7855,2024-01-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.321,False,Press cycle dwell time lengthened during high-volume batch.
-7856,2024-01-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.946,False,Short-lived packet loss observed at edge gateway gw-02.
-7857,2024-01-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Bearing temperature rising faster than baseline on spindle cell.
-7858,2024-01-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.704,False,Telemetry quality flag downgraded during sensor self-test window.
-7859,2024-01-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.116,False,Thermal ramp exceeded expected warmup curve before shift start.
-7860,2024-01-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.32,False,Thermal overshoot event coincided with recipe change on furnace.
-7861,2024-01-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7862,2024-01-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.957,False,Telemetry quality flag downgraded during sensor self-test window.
-7863,2024-01-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.868,False,Edge collector replayed buffered events after network recovery.
-7864,2024-01-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.004,False,Temperature variance narrowed after coolant nozzle cleaning.
-7865,2024-01-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.916,False,Unbalanced load introduced cyclical pressure ripple.
-7866,2024-01-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.755,False,Sensor enclosure opened for manual calibration verification.
-7867,2024-01-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.079,False,Sensor battery health remains nominal after firmware update.
-7868,2024-01-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.229,False,Humidity excursion near finishing booth during coating run.
-7869,2024-01-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.421,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7870,2024-01-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.612,False,SCADA backfill inserted two delayed telemetry points.
-7871,2024-01-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.259,False,Vibration baseline recovered after tool holder replacement.
-7872,2024-01-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.631,False,Unbalanced load introduced cyclical pressure ripple.
-7873,2024-01-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.266,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7874,2024-01-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.909,False,Hydraulic line pressure oscillation detected under load.
-7875,2024-01-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.555,False,Quality hold reduced finishing booth activity for one shift.
-7876,2024-01-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.87,False,Maintenance crew confirmed lubrication interval was missed.
-7877,2024-01-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Sensor signal clipping observed during startup surge.
-7878,2024-01-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.874,False,Pressure settled back to nominal after valve reseat.
-7879,2024-01-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.857,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7880,2024-01-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,32.862,False,Pressure peak corresponds to oversized billet batch processing.
-7881,2024-01-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.513,False,Humidity readings track seasonal rise across late spring.
-7882,2024-01-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.98,False,Humidity readings track seasonal rise across late spring.
-7883,2024-01-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-7884,2024-01-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.378,False,Vibration burst exceeds envelope during tool change cycle.
-7885,2024-01-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.955,False,Telemetry quality flag downgraded during sensor self-test window.
-7886,2024-01-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.413,False,Temperature variance narrowed after coolant nozzle cleaning.
-7887,2024-01-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.301,False,Coolant loop adjustment reduced chamber temperature spread.
-7888,2024-01-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.244,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7889,2024-01-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.077,False,Bearing temperature rising faster than baseline on spindle cell.
-7890,2024-01-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.843,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7891,2024-01-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.024,False,Operator reported intermittent chatter on machine CNC-04.
-7892,2024-01-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.805,False,Supervisory alert generated after three consecutive threshold breaches.
-7893,2024-01-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.733,False,SCADA backfill inserted two delayed telemetry points.
-7894,2024-01-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.023,False,Machine idle period extended during planned sanitation window.
-7895,2024-01-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.913,False,Reliability engineer tagged sample window for model retraining.
-7896,2024-01-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.996,False,Pressure settled back to nominal after valve reseat.
-7897,2024-01-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.143,False,Vibration baseline recovered after tool holder replacement.
-7898,2024-01-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.532,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7899,2024-01-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.413,False,Vibration harmonics broadened during extended production run.
-7900,2024-01-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.819,False,Vibration harmonics broadened during extended production run.
-7901,2024-01-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Bearing temperature rising faster than baseline on spindle cell.
-7902,2024-01-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7903,2024-01-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.365,False,Sensor heartbeat delayed by one interval after gateway retry.
-7904,2024-01-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.243,False,Vibration harmonics broadened during extended production run.
-7905,2024-01-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.606,False,Vibration burst exceeds envelope during tool change cycle.
-7906,2024-01-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.701,False,Coolant loop adjustment reduced chamber temperature spread.
-7907,2024-01-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.935,False,Humidity readings track seasonal rise across late spring.
-7908,2024-01-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.025,False,Unbalanced load introduced cyclical pressure ripple.
-7909,2024-01-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.208,False,Hydraulic line pressure oscillation detected under load.
-7910,2024-01-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.642,False,Anomaly review flagged possible bearing wear progression.
-7911,2024-01-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.674,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7912,2024-01-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.95,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7913,2024-01-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.058,False,Air handler maintenance reduced humidity variance on finishing line.
-7914,2024-01-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.579,False,SCADA backfill inserted two delayed telemetry points.
-7915,2024-01-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.329,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7916,2024-01-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,32.675,False,Operator reported intermittent chatter on machine CNC-04.
-7917,2024-01-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.524,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7918,2024-01-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.898,False,Maintenance note logged for coupling imbalance inspection.
-7919,2024-01-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.27,False,Bearing temperature rising faster than baseline on spindle cell.
-7920,2024-01-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,59.966,False,Condensation warning cleared after dehumidifier ramp-up.
-7921,2024-01-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.647,False,Short-lived packet loss observed at edge gateway gw-02.
-7922,2024-01-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.237,False,SCADA backfill inserted two delayed telemetry points.
-7923,2024-01-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.313,False,Packaging line stop reduced adjacent vibration background.
-7924,2024-01-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.115,False,Vibration burst exceeds envelope during tool change cycle.
-7925,2024-01-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Quality hold reduced finishing booth activity for one shift.
-7926,2024-01-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.544,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7927,2024-01-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.058,False,Telemetry quality flag downgraded during sensor self-test window.
-7928,2024-01-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.947,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7929,2024-01-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.575,False,Compressed air fluctuation introduced pressure noise for two cycles.
-7930,2024-01-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.674,False,Reliability engineer tagged sample window for model retraining.
-7931,2024-01-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.479,False,Vibration burst exceeds envelope during tool change cycle.
-7932,2024-01-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.003,False,Sensor heartbeat delayed by one interval after gateway retry.
-7933,2024-01-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.706,False,Bearing temperature rising faster than baseline on spindle cell.
-7934,2024-01-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.871,False,Temperature variance narrowed after coolant nozzle cleaning.
-7935,2024-01-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.665,False,Thermal overshoot event coincided with recipe change on furnace.
-7936,2024-01-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.214,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7937,2024-01-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Vibration burst exceeds envelope during tool change cycle.
-7938,2024-01-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.786,False,Maintenance note logged for coupling imbalance inspection.
-7939,2024-01-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.574,False,Operator reset acknowledged after red-tag inspection.
-7940,2024-01-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.938,False,Sensor heartbeat delayed by one interval after gateway retry.
-7941,2024-01-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Dust extraction fan offline for 18 minutes on line finishing.
-7942,2024-01-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.117,False,SCADA backfill inserted two delayed telemetry points.
-7943,2024-01-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Coolant loop adjustment reduced chamber temperature spread.
-7944,2024-01-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.508,False,Sensor battery health remains nominal after firmware update.
-7945,2024-01-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.765,False,Coolant loop adjustment reduced chamber temperature spread.
-7946,2024-01-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.9,False,Operator reported intermittent chatter on machine CNC-04.
-7947,2024-01-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.247,False,Supervisory alert generated after three consecutive threshold breaches.
-7948,2024-01-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.43,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7949,2024-01-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.441,False,Humidity climbed during dock-door open period in afternoon shift.
-7950,2024-01-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.213,False,Calibration check overdue by 11 days for press-line transducer.
-7951,2024-01-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.251,False,Humidity baseline improved after seal replacement.
-7952,2024-01-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.333,False,Maintenance scheduler deferred calibration due to spare shortage.
-7953,2024-01-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.566,False,Maintenance crew confirmed lubrication interval was missed.
-7954,2024-01-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.842,False,Maintenance note logged for coupling imbalance inspection.
-7955,2024-01-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.695,False,Sensor signal clipping observed during startup surge.
-7956,2024-01-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.451,False,Temperature remained elevated during unscheduled overtime run.
-7957,2024-01-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.87,False,Ambient temperature stabilized after HVAC stage-two engagement.
-7958,2024-01-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.391,False,SCADA backfill inserted two delayed telemetry points.
-7959,2024-01-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.126,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7960,2024-01-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.093,False,Machine idle period extended during planned sanitation window.
-7961,2024-01-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.659,False,Transient outlier matched forklift impact near cabinet wall.
-7962,2024-01-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.71,False,Pressure line purge completed before restart authorization.
-7963,2024-01-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.629,False,Dust extraction fan offline for 18 minutes on line finishing.
-7964,2024-01-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.769,False,Humidity climbed during dock-door open period in afternoon shift.
-7965,2024-01-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.677,False,Operator reported intermittent chatter on machine CNC-04.
-7966,2024-01-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.694,False,Pressure line purge completed before restart authorization.
-7967,2024-01-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,SCADA backfill inserted two delayed telemetry points.
-7968,2024-01-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.573,False,Vibration harmonics broadened during extended production run.
-7969,2024-01-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.472,False,Machine throughput increase drove sustained pressure uplift.
-7970,2024-01-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.093,False,Maintenance note logged for coupling imbalance inspection.
-7971,2024-01-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.078,False,Temporary gateway failover completed without data loss.
-7972,2024-01-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.225,False,Bearing temperature rising faster than baseline on spindle cell.
-7973,2024-01-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.575,False,Packaging line stop reduced adjacent vibration background.
-7974,2024-01-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.209,False,Pressure settled back to nominal after valve reseat.
-7975,2024-01-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.464,False,Sensor signal clipping observed during startup surge.
-7976,2024-01-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.093,False,Packaging line stop reduced adjacent vibration background.
-7977,2024-01-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.491,False,Operator reset acknowledged after red-tag inspection.
-7978,2024-01-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.143,False,Sensor signal clipping observed during startup surge.
-7979,2024-01-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.791,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-7980,2024-01-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.311,False,Sensor 3 drift suspected after cross-check with manual gauge.
-7981,2024-01-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.251,False,Vibration burst exceeds envelope during tool change cycle.
-7982,2024-01-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.054,False,Operator reported intermittent chatter on machine CNC-04.
-7983,2024-01-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.996,False,Humidity readings track seasonal rise across late spring.
-7984,2024-01-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.769,False,Sensor heartbeat delayed by one interval after gateway retry.
-7985,2024-01-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.022,False,Vibration baseline recovered after tool holder replacement.
-7986,2024-01-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.285,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7987,2024-01-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.202,False,Heat-treat furnace door cycling increased localized temperature spikes.
-7988,2024-01-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.374,False,Transient outlier matched forklift impact near cabinet wall.
-7989,2024-01-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.988,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7990,2024-01-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.567,False,Quality hold reduced finishing booth activity for one shift.
-7991,2024-01-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.159,False,Air handler maintenance reduced humidity variance on finishing line.
-7992,2024-01-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.563,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-7993,2024-01-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.999,False,Quality team requested trace review for lot 24-118B.
-7994,2024-01-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.128,False,Humidity excursion near finishing booth during coating run.
-7995,2024-01-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.43,False,Bearing temperature rising faster than baseline on spindle cell.
-7996,2024-01-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.623,False,Edge collector replayed buffered events after network recovery.
-7997,2024-01-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.562,False,Quality team requested trace review for lot 24-118B.
-7998,2024-01-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.312,False,Sensor enclosure opened for manual calibration verification.
-7999,2024-01-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.755,False,Maintenance crew confirmed lubrication interval was missed.
-8000,2024-01-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.665,False,Humidity climbed during dock-door open period in afternoon shift.
-8001,2024-01-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.166,False,Supervisory alert generated after three consecutive threshold breaches.
-8002,2024-01-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.901,False,Pressure settled back to nominal after valve reseat.
-8003,2024-01-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.37,False,Air handler maintenance reduced humidity variance on finishing line.
-8004,2024-01-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.52,False,Condensation warning cleared after dehumidifier ramp-up.
-8005,2024-01-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.203,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8006,2024-01-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.608,False,Telemetry quality flag downgraded during sensor self-test window.
-8007,2024-01-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.758,False,Supervisory alert generated after three consecutive threshold breaches.
-8008,2024-01-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.539,False,Operator reported intermittent chatter on machine CNC-04.
-8009,2024-01-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.185,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8010,2024-01-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.725,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8011,2024-01-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.357,False,Humidity readings track seasonal rise across late spring.
-8012,2024-01-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.171,False,Pressure line purge completed before restart authorization.
-8013,2024-01-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.654,False,Warning threshold updated for pilot predictive-maintenance model.
-8014,2024-01-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.753,False,Machine throughput increase drove sustained pressure uplift.
-8015,2024-01-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.6,False,Night shift startup produced higher than normal vibration floor.
-8016,2024-01-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.416,False,Dust extraction fan offline for 18 minutes on line finishing.
-8017,2024-01-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.513,False,Transient outlier matched forklift impact near cabinet wall.
-8018,2024-01-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.304,False,Packaging line stop reduced adjacent vibration background.
-8019,2024-01-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.629,False,Quality hold reduced finishing booth activity for one shift.
-8020,2024-01-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.752,False,Bearing temperature rising faster than baseline on spindle cell.
-8021,2024-01-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.542,False,Warning threshold updated for pilot predictive-maintenance model.
-8022,2024-01-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.661,False,SCADA backfill inserted two delayed telemetry points.
-8023,2024-01-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.981,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8024,2024-01-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.692,False,Condensation warning cleared after dehumidifier ramp-up.
-8025,2024-01-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Temperature remained elevated during unscheduled overtime run.
-8026,2024-01-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.249,False,Humidity excursion near finishing booth during coating run.
-8027,2024-01-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.347,False,Machine throughput increase drove sustained pressure uplift.
-8028,2024-01-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.726,False,Telemetry quality flag downgraded during sensor self-test window.
-8029,2024-01-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.419,False,Vibration burst exceeds envelope during tool change cycle.
-8030,2024-01-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.252,False,Vibration burst exceeds envelope during tool change cycle.
-8031,2024-01-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.99,False,Operator reported intermittent chatter on machine CNC-04.
-8032,2024-01-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.223,False,Night shift startup produced higher than normal vibration floor.
-8033,2024-01-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.431,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8034,2024-01-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.464,False,Air handler maintenance reduced humidity variance on finishing line.
-8035,2024-01-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.009,False,Maintenance note logged for coupling imbalance inspection.
-8036,2024-01-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.077,False,Temperature remained elevated during unscheduled overtime run.
-8037,2024-01-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.862,False,Maintenance crew confirmed lubrication interval was missed.
-8038,2024-01-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.632,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8039,2024-01-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.254,False,Air handler maintenance reduced humidity variance on finishing line.
-8040,2024-01-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.697,False,Operator reset acknowledged after red-tag inspection.
-8041,2024-01-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.622,False,SCADA backfill inserted two delayed telemetry points.
-8042,2024-01-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.146,False,Thermal ramp exceeded expected warmup curve before shift start.
-8043,2024-01-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.264,False,Anomaly review flagged possible bearing wear progression.
-8044,2024-01-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.894,False,Pressure settled back to nominal after valve reseat.
-8045,2024-01-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.115,False,Operator reset acknowledged after red-tag inspection.
-8046,2024-01-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.911,False,Sensor signal clipping observed during startup surge.
-8047,2024-01-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.821,False,Temporary gateway failover completed without data loss.
-8048,2024-01-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.861,False,Temperature remained elevated during unscheduled overtime run.
-8049,2024-01-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.717,False,Operator reported intermittent chatter on machine CNC-04.
-8050,2024-01-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.576,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8051,2024-01-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.108,False,Operator reported intermittent chatter on machine CNC-04.
-8052,2024-01-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.027,False,Short-lived packet loss observed at edge gateway gw-02.
-8053,2024-01-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.673,False,Thermal ramp exceeded expected warmup curve before shift start.
-8054,2024-01-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.581,False,Anomaly review flagged possible bearing wear progression.
-8055,2024-01-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.417,False,Humidity readings track seasonal rise across late spring.
-8056,2024-01-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.8,False,Shift handoff note referenced unusual noise near press enclosure.
-8057,2024-01-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.235,False,Dust extraction fan offline for 18 minutes on line finishing.
-8058,2024-01-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.848,False,Sensor heartbeat delayed by one interval after gateway retry.
-8059,2024-01-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.497,False,Supervisory alert generated after three consecutive threshold breaches.
-8060,2024-01-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.399,False,Condensation warning cleared after dehumidifier ramp-up.
-8061,2024-01-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.843,False,Night shift startup produced higher than normal vibration floor.
-8062,2024-01-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.605,False,Humidity baseline improved after seal replacement.
-8063,2024-01-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.458,False,Humidity excursion near finishing booth during coating run.
-8064,2024-01-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.527,False,Short-lived packet loss observed at edge gateway gw-02.
-8065,2024-01-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.463,False,Short-lived packet loss observed at edge gateway gw-02.
-8066,2024-01-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.812,False,Sensor enclosure opened for manual calibration verification.
-8067,2024-01-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.859,False,Quality hold reduced finishing booth activity for one shift.
-8068,2024-01-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.176,False,Packaging line stop reduced adjacent vibration background.
-8069,2024-01-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.038,False,Supervisory alert generated after three consecutive threshold breaches.
-8070,2024-01-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.416,False,Bearing temperature rising faster than baseline on spindle cell.
-8071,2024-01-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.144,False,Maintenance scheduler deferred calibration due to spare shortage.
-8072,2024-01-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.712,False,Humidity excursion near finishing booth during coating run.
-8073,2024-01-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8074,2024-01-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.551,False,Condensation warning cleared after dehumidifier ramp-up.
-8075,2024-01-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.517,False,Temporary gateway failover completed without data loss.
-8076,2024-01-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.374,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8077,2024-01-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.105,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8078,2024-01-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.003,False,Hydraulic line pressure oscillation detected under load.
-8079,2024-01-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.976,False,Packaging line stop reduced adjacent vibration background.
-8080,2024-01-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.653,False,Anomaly review flagged possible bearing wear progression.
-8081,2024-01-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.33,False,Packaging line stop reduced adjacent vibration background.
-8082,2024-01-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.763,False,Pressure peak corresponds to oversized billet batch processing.
-8083,2024-01-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.706,False,Pressure peak corresponds to oversized billet batch processing.
-8084,2024-01-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.247,False,Machine idle period extended during planned sanitation window.
-8085,2024-01-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.147,False,Humidity climbed during dock-door open period in afternoon shift.
-8086,2024-01-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.553,False,Short-lived packet loss observed at edge gateway gw-02.
-8087,2024-01-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.131,False,Telemetry quality flag downgraded during sensor self-test window.
-8088,2024-01-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.525,False,Sensor enclosure opened for manual calibration verification.
-8089,2024-01-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.134,False,Packaging line stop reduced adjacent vibration background.
-8090,2024-01-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.887,False,Packaging line stop reduced adjacent vibration background.
-8091,2024-01-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.908,False,Dust extraction fan offline for 18 minutes on line finishing.
-8092,2024-01-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.786,False,Quality hold reduced finishing booth activity for one shift.
-8093,2024-01-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.763,False,Maintenance note logged for coupling imbalance inspection.
-8094,2024-01-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,67.751,False,Sensor signal clipping observed during startup surge.
-8095,2024-01-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.135,False,Quality team requested trace review for lot 24-118B.
-8096,2024-01-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.087,False,Coolant loop adjustment reduced chamber temperature spread.
-8097,2024-01-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.971,False,Hydraulic line pressure oscillation detected under load.
-8098,2024-01-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.991,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8099,2024-01-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.318,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8100,2024-01-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.353,False,Machine throughput increase drove sustained pressure uplift.
-8101,2024-01-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.022,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8102,2024-01-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.505,False,Humidity excursion near finishing booth during coating run.
-8103,2024-01-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.774,False,Telemetry quality flag downgraded during sensor self-test window.
-8104,2024-01-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.217,False,Machine idle period extended during planned sanitation window.
-8105,2024-01-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.442,False,Quality team requested trace review for lot 24-118B.
-8106,2024-01-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.858,False,Packaging line stop reduced adjacent vibration background.
-8107,2024-01-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.912,False,Hydraulic line pressure oscillation detected under load.
-8108,2024-01-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.396,False,Transient outlier matched forklift impact near cabinet wall.
-8109,2024-01-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.071,False,Warning threshold updated for pilot predictive-maintenance model.
-8110,2024-01-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.031,False,Anomaly review flagged possible bearing wear progression.
-8111,2024-01-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.827,False,Machine throughput increase drove sustained pressure uplift.
-8112,2024-01-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.969,False,Pressure settled back to nominal after valve reseat.
-8113,2024-01-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.114,False,Supervisory alert generated after three consecutive threshold breaches.
-8114,2024-01-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.19,False,Telemetry quality flag downgraded during sensor self-test window.
-8115,2024-01-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.276,False,Sensor signal clipping observed during startup surge.
-8116,2024-01-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.685,False,Edge collector replayed buffered events after network recovery.
-8117,2024-01-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.435,False,Pressure line purge completed before restart authorization.
-8118,2024-01-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.452,False,Sensor battery health remains nominal after firmware update.
-8119,2024-01-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.063,False,Sensor signal clipping observed during startup surge.
-8120,2024-01-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.341,False,Press cycle dwell time lengthened during high-volume batch.
-8121,2024-01-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Pressure line purge completed before restart authorization.
-8122,2024-01-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.269,False,Quality hold reduced finishing booth activity for one shift.
-8123,2024-01-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.677,False,Temperature remained elevated during unscheduled overtime run.
-8124,2024-01-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.486,False,Humidity climbed during dock-door open period in afternoon shift.
-8125,2024-01-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.904,False,SCADA backfill inserted two delayed telemetry points.
-8126,2024-01-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.7,False,Operator reset acknowledged after red-tag inspection.
-8127,2024-01-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.034,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8128,2024-01-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.599,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8129,2024-01-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.242,False,Bearing temperature rising faster than baseline on spindle cell.
-8130,2024-01-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.399,False,Sensor signal clipping observed during startup surge.
-8131,2024-01-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.902,False,Pressure line purge completed before restart authorization.
-8132,2024-01-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.698,False,Sensor heartbeat delayed by one interval after gateway retry.
-8133,2024-01-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.14,False,Reliability engineer tagged sample window for model retraining.
-8134,2024-01-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.513,False,Sensor signal clipping observed during startup surge.
-8135,2024-01-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.467,False,Sensor battery health remains nominal after firmware update.
-8136,2024-01-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.191,False,Hydraulic line pressure oscillation detected under load.
-8137,2024-01-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.092,False,Transient outlier matched forklift impact near cabinet wall.
-8138,2024-01-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.876,False,Maintenance note logged for coupling imbalance inspection.
-8139,2024-01-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.03,False,Humidity baseline improved after seal replacement.
-8140,2024-01-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.803,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8141,2024-01-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.288,False,Temperature remained elevated during unscheduled overtime run.
-8142,2024-01-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.215,False,Reliability engineer tagged sample window for model retraining.
-8143,2024-01-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.517,False,Quality team requested trace review for lot 24-118B.
-8144,2024-01-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.24,False,Temporary gateway failover completed without data loss.
-8145,2024-01-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.039,False,Pressure line purge completed before restart authorization.
-8146,2024-01-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.087,False,Temporary gateway failover completed without data loss.
-8147,2024-01-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.171,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8148,2024-01-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.416,False,Pressure settled back to nominal after valve reseat.
-8149,2024-01-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.495,False,Air handler maintenance reduced humidity variance on finishing line.
-8150,2024-01-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.973,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8151,2024-01-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.837,False,Sensor heartbeat delayed by one interval after gateway retry.
-8152,2024-01-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.998,False,Machine idle period extended during planned sanitation window.
-8153,2024-01-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.911,False,Sensor heartbeat delayed by one interval after gateway retry.
-8154,2024-01-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.191,False,Vibration burst exceeds envelope during tool change cycle.
-8155,2024-01-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.166,False,Quality hold reduced finishing booth activity for one shift.
-8156,2024-01-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.399,False,Sensor battery health remains nominal after firmware update.
-8157,2024-01-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.943,False,Maintenance scheduler deferred calibration due to spare shortage.
-8158,2024-01-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.061,False,Edge collector replayed buffered events after network recovery.
-8159,2024-01-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.11,False,Pressure line purge completed before restart authorization.
-8160,2024-01-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.743,False,Humidity baseline improved after seal replacement.
-8161,2024-01-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.721,False,Thermal overshoot event coincided with recipe change on furnace.
-8162,2024-01-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.258,False,Warning threshold updated for pilot predictive-maintenance model.
-8163,2024-01-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.213,False,Vibration harmonics broadened during extended production run.
-8164,2024-01-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.131,False,Pressure settled back to nominal after valve reseat.
-8165,2024-01-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.606,False,Vibration burst exceeds envelope during tool change cycle.
-8166,2024-01-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.718,False,Shift handoff note referenced unusual noise near press enclosure.
-8167,2024-01-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Sensor battery health remains nominal after firmware update.
-8168,2024-01-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.262,False,Sensor heartbeat delayed by one interval after gateway retry.
-8169,2024-01-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.3,False,Packaging line stop reduced adjacent vibration background.
-8170,2024-01-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.371,False,Machine throughput increase drove sustained pressure uplift.
-8171,2024-01-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,9.744,False,Pressure line purge completed before restart authorization.
-8172,2024-01-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.513,False,Sensor battery health remains nominal after firmware update.
-8173,2024-01-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.434,False,Unbalanced load introduced cyclical pressure ripple.
-8174,2024-01-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.505,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8175,2024-01-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.903,False,Maintenance crew confirmed lubrication interval was missed.
-8176,2024-01-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.638,False,Vibration harmonics broadened during extended production run.
-8177,2024-01-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,Air handler maintenance reduced humidity variance on finishing line.
-8178,2024-01-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.228,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8179,2024-01-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.68,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8180,2024-01-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.248,False,Bearing temperature rising faster than baseline on spindle cell.
-8181,2024-01-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.643,False,Condensation warning cleared after dehumidifier ramp-up.
-8182,2024-01-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.929,False,Night shift startup produced higher than normal vibration floor.
-8183,2024-01-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.349,False,Condensation warning cleared after dehumidifier ramp-up.
-8184,2024-01-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.034,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8185,2024-01-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Temporary gateway failover completed without data loss.
-8186,2024-01-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.58,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8187,2024-01-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.513,False,Shift handoff note referenced unusual noise near press enclosure.
-8188,2024-01-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.363,False,Coolant loop adjustment reduced chamber temperature spread.
-8189,2024-01-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.979,False,Temporary gateway failover completed without data loss.
-8190,2024-01-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.406,False,Temperature remained elevated during unscheduled overtime run.
-8191,2024-01-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.355,False,Humidity baseline improved after seal replacement.
-8192,2024-01-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.359,False,Quality team requested trace review for lot 24-118B.
-8193,2024-01-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Sensor battery health remains nominal after firmware update.
-8194,2024-01-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.791,False,Calibration check overdue by 11 days for press-line transducer.
-8195,2024-01-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.689,False,Humidity excursion near finishing booth during coating run.
-8196,2024-01-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.8,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8197,2024-01-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Thermal overshoot event coincided with recipe change on furnace.
-8198,2024-01-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.001,False,Machine idle period extended during planned sanitation window.
-8199,2024-01-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.585,False,Sensor heartbeat delayed by one interval after gateway retry.
-8200,2024-01-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.225,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8201,2024-01-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.352,False,Coolant loop adjustment reduced chamber temperature spread.
-8202,2024-01-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.366,False,Pressure peak corresponds to oversized billet batch processing.
-8203,2024-01-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.985,False,Dust extraction fan offline for 18 minutes on line finishing.
-8204,2024-01-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.256,False,Dust extraction fan offline for 18 minutes on line finishing.
-8205,2024-01-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.626,False,Press cycle dwell time lengthened during high-volume batch.
-8206,2024-01-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.721,False,Quality hold reduced finishing booth activity for one shift.
-8207,2024-01-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.318,False,Pressure peak corresponds to oversized billet batch processing.
-8208,2024-01-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.825,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8209,2024-01-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.983,False,Pressure peak corresponds to oversized billet batch processing.
-8210,2024-01-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.565,False,Transient outlier matched forklift impact near cabinet wall.
-8211,2024-01-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.784,False,Coolant loop adjustment reduced chamber temperature spread.
-8212,2024-01-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.664,False,Air handler maintenance reduced humidity variance on finishing line.
-8213,2024-01-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.779,False,Temperature variance narrowed after coolant nozzle cleaning.
-8214,2024-01-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.713,False,Reliability engineer tagged sample window for model retraining.
-8215,2024-01-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.717,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8216,2024-01-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.871,False,Temperature remained elevated during unscheduled overtime run.
-8217,2024-01-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.183,False,Short-lived packet loss observed at edge gateway gw-02.
-8218,2024-01-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.414,False,Temperature variance narrowed after coolant nozzle cleaning.
-8219,2024-01-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.737,False,SCADA backfill inserted two delayed telemetry points.
-8220,2024-01-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.438,False,Edge collector replayed buffered events after network recovery.
-8221,2024-01-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Temperature variance narrowed after coolant nozzle cleaning.
-8222,2024-01-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.356,False,Sensor signal clipping observed during startup surge.
-8223,2024-01-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.23,False,Pressure settled back to nominal after valve reseat.
-8224,2024-01-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.762,False,Reliability engineer tagged sample window for model retraining.
-8225,2024-01-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.997,False,Bearing temperature rising faster than baseline on spindle cell.
-8226,2024-01-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.201,False,Hydraulic line pressure oscillation detected under load.
-8227,2024-01-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.384,False,Humidity climbed during dock-door open period in afternoon shift.
-8228,2024-01-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.153,False,Reliability engineer tagged sample window for model retraining.
-8229,2024-01-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.65,False,Temperature remained elevated during unscheduled overtime run.
-8230,2024-01-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.653,False,Sensor heartbeat delayed by one interval after gateway retry.
-8231,2024-01-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Transient outlier matched forklift impact near cabinet wall.
-8232,2024-01-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.079,False,Coolant loop adjustment reduced chamber temperature spread.
-8233,2024-01-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.88,False,Humidity excursion near finishing booth during coating run.
-8234,2024-01-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.431,False,Air handler maintenance reduced humidity variance on finishing line.
-8235,2024-01-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.052,False,Dust extraction fan offline for 18 minutes on line finishing.
-8236,2024-01-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.657,False,Hydraulic line pressure oscillation detected under load.
-8237,2024-01-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.179,False,Night shift startup produced higher than normal vibration floor.
-8238,2024-01-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.162,False,Temporary gateway failover completed without data loss.
-8239,2024-01-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.375,False,Reliability engineer tagged sample window for model retraining.
-8240,2024-01-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.562,False,Vibration baseline recovered after tool holder replacement.
-8241,2024-01-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Maintenance scheduler deferred calibration due to spare shortage.
-8242,2024-01-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.003,False,Operator reset acknowledged after red-tag inspection.
-8243,2024-01-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.722,False,Reliability engineer tagged sample window for model retraining.
-8244,2024-01-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.671,False,Short-lived packet loss observed at edge gateway gw-02.
-8245,2024-01-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.158,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8246,2024-01-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.483,False,Pressure settled back to nominal after valve reseat.
-8247,2024-01-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.237,False,Edge collector replayed buffered events after network recovery.
-8248,2024-01-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.152,False,Machine throughput increase drove sustained pressure uplift.
-8249,2024-01-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.722,False,Telemetry quality flag downgraded during sensor self-test window.
-8250,2024-01-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.95,False,Vibration burst exceeds envelope during tool change cycle.
-8251,2024-01-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.912,False,Machine idle period extended during planned sanitation window.
-8252,2024-01-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.597,False,Transient outlier matched forklift impact near cabinet wall.
-8253,2024-01-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Temporary gateway failover completed without data loss.
-8254,2024-01-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.662,False,Temperature remained elevated during unscheduled overtime run.
-8255,2024-01-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Vibration harmonics broadened during extended production run.
-8256,2024-01-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.009,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8257,2024-01-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.627,False,Dust extraction fan offline for 18 minutes on line finishing.
-8258,2024-01-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.962,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8259,2024-01-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.873,False,Anomaly review flagged possible bearing wear progression.
-8260,2024-01-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.53,False,Operator reset acknowledged after red-tag inspection.
-8261,2024-01-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.726,False,Reliability engineer tagged sample window for model retraining.
-8262,2024-01-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.14,False,Maintenance note logged for coupling imbalance inspection.
-8263,2024-01-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.895,False,Sensor enclosure opened for manual calibration verification.
-8264,2024-01-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.774,False,Operator reset acknowledged after red-tag inspection.
-8265,2024-01-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.926,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8266,2024-01-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.236,False,Maintenance note logged for coupling imbalance inspection.
-8267,2024-01-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.62,False,Short-lived packet loss observed at edge gateway gw-02.
-8268,2024-01-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.971,False,Bearing temperature rising faster than baseline on spindle cell.
-8269,2024-01-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Humidity readings track seasonal rise across late spring.
-8270,2024-01-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.337,False,Night shift startup produced higher than normal vibration floor.
-8271,2024-01-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.734,False,Short-lived packet loss observed at edge gateway gw-02.
-8272,2024-01-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.8,False,Vibration burst exceeds envelope during tool change cycle.
-8273,2024-01-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.304,False,Vibration baseline recovered after tool holder replacement.
-8274,2024-01-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.285,False,Warning threshold updated for pilot predictive-maintenance model.
-8275,2024-01-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.752,False,Vibration harmonics broadened during extended production run.
-8276,2024-01-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.947,False,Sensor heartbeat delayed by one interval after gateway retry.
-8277,2024-01-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.243,False,Vibration burst exceeds envelope during tool change cycle.
-8278,2024-01-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.196,False,Bearing temperature rising faster than baseline on spindle cell.
-8279,2024-01-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.966,False,Condensation warning cleared after dehumidifier ramp-up.
-8280,2024-01-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.268,False,Pressure line purge completed before restart authorization.
-8281,2024-01-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.59,False,Operator reported intermittent chatter on machine CNC-04.
-8282,2024-01-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.5,False,Pressure line purge completed before restart authorization.
-8283,2024-01-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.601,False,Calibration check overdue by 11 days for press-line transducer.
-8284,2024-01-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.939,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8285,2024-01-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.324,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8286,2024-01-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.386,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8287,2024-01-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.355,False,Air handler maintenance reduced humidity variance on finishing line.
-8288,2024-01-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.953,False,Thermal overshoot event coincided with recipe change on furnace.
-8289,2024-01-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.469,False,Sensor battery health remains nominal after firmware update.
-8290,2024-01-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.856,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8291,2024-01-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.874,False,Shift handoff note referenced unusual noise near press enclosure.
-8292,2024-01-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,52.253,False,SCADA backfill inserted two delayed telemetry points.
-8293,2024-01-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.004,False,Humidity excursion near finishing booth during coating run.
-8294,2024-01-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.185,False,Anomaly review flagged possible bearing wear progression.
-8295,2024-01-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.147,False,Condensation warning cleared after dehumidifier ramp-up.
-8296,2024-01-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.18,False,Maintenance crew confirmed lubrication interval was missed.
-8297,2024-01-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.835,False,Pressure settled back to nominal after valve reseat.
-8298,2024-01-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.602,False,Coolant loop adjustment reduced chamber temperature spread.
-8299,2024-01-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.23,False,Maintenance crew confirmed lubrication interval was missed.
-8300,2024-01-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.944,False,Calibration check overdue by 11 days for press-line transducer.
-8301,2024-01-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.9,False,Sensor battery health remains nominal after firmware update.
-8302,2024-01-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.742,False,Sensor heartbeat delayed by one interval after gateway retry.
-8303,2024-01-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.501,False,Temperature variance narrowed after coolant nozzle cleaning.
-8304,2024-01-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.151,False,Shift handoff note referenced unusual noise near press enclosure.
-8305,2024-01-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Condensation warning cleared after dehumidifier ramp-up.
-8306,2024-01-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.179,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8307,2024-01-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.022,False,Packaging line stop reduced adjacent vibration background.
-8308,2024-01-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.456,False,Pressure peak corresponds to oversized billet batch processing.
-8309,2024-01-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Air handler maintenance reduced humidity variance on finishing line.
-8310,2024-01-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.489,False,Sensor enclosure opened for manual calibration verification.
-8311,2024-01-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.696,False,Temperature remained elevated during unscheduled overtime run.
-8312,2024-01-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.497,False,Short-lived packet loss observed at edge gateway gw-02.
-8313,2024-01-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Pressure peak corresponds to oversized billet batch processing.
-8314,2024-01-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.245,False,Pressure peak corresponds to oversized billet batch processing.
-8315,2024-01-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Bearing temperature rising faster than baseline on spindle cell.
-8316,2024-01-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.432,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8317,2024-01-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.765,False,Hydraulic line pressure oscillation detected under load.
-8318,2024-01-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.275,False,Pressure line purge completed before restart authorization.
-8319,2024-01-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.03,False,Machine idle period extended during planned sanitation window.
-8320,2024-01-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.619,False,Hydraulic line pressure oscillation detected under load.
-8321,2024-01-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.202,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8322,2024-01-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.259,False,Thermal overshoot event coincided with recipe change on furnace.
-8323,2024-01-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.64,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8324,2024-01-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.562,False,Packaging line stop reduced adjacent vibration background.
-8325,2024-01-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.128,False,Shift handoff note referenced unusual noise near press enclosure.
-8326,2024-01-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.562,False,Humidity climbed during dock-door open period in afternoon shift.
-8327,2024-01-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.985,False,Sensor battery health remains nominal after firmware update.
-8328,2024-01-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.305,False,Coolant loop adjustment reduced chamber temperature spread.
-8329,2024-01-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.804,False,Operator reported intermittent chatter on machine CNC-04.
-8330,2024-01-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.044,False,Telemetry quality flag downgraded during sensor self-test window.
-8331,2024-01-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.238,False,Shift handoff note referenced unusual noise near press enclosure.
-8332,2024-01-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.383,False,Night shift startup produced higher than normal vibration floor.
-8333,2024-01-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Coolant loop adjustment reduced chamber temperature spread.
-8334,2024-01-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.658,False,Warning threshold updated for pilot predictive-maintenance model.
-8335,2024-01-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.125,False,Vibration harmonics broadened during extended production run.
-8336,2024-01-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.621,False,Sensor heartbeat delayed by one interval after gateway retry.
-8337,2024-01-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.408,False,Quality team requested trace review for lot 24-118B.
-8338,2024-01-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.125,False,Pressure settled back to nominal after valve reseat.
-8339,2024-01-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.087,False,Sensor enclosure opened for manual calibration verification.
-8340,2024-01-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.825,False,Sensor signal clipping observed during startup surge.
-8341,2024-01-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.299,False,Edge collector replayed buffered events after network recovery.
-8342,2024-01-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.716,False,Dust extraction fan offline for 18 minutes on line finishing.
-8343,2024-01-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.499,False,SCADA backfill inserted two delayed telemetry points.
-8344,2024-01-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.702,False,Humidity baseline improved after seal replacement.
-8345,2024-01-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.96,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8346,2024-01-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.166,False,Maintenance crew confirmed lubrication interval was missed.
-8347,2024-01-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.426,False,Operator reset acknowledged after red-tag inspection.
-8348,2024-01-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.27,False,Sensor battery health remains nominal after firmware update.
-8349,2024-01-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Humidity excursion near finishing booth during coating run.
-8350,2024-01-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.11,False,Sensor battery health remains nominal after firmware update.
-8351,2024-01-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.089,False,Thermal ramp exceeded expected warmup curve before shift start.
-8352,2024-01-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.252,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8353,2024-01-30 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Pressure settled back to nominal after valve reseat.
-8354,2024-01-30 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.739,False,Packaging line stop reduced adjacent vibration background.
-8355,2024-01-30 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.253,False,Vibration harmonics broadened during extended production run.
-8356,2024-01-30 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.886,False,Unbalanced load introduced cyclical pressure ripple.
-8357,2024-01-30 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.738,False,Humidity climbed during dock-door open period in afternoon shift.
-8358,2024-01-30 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.394,False,Maintenance crew confirmed lubrication interval was missed.
-8359,2024-01-30 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.281,False,Maintenance scheduler deferred calibration due to spare shortage.
-8360,2024-01-30 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.0,False,Humidity climbed during dock-door open period in afternoon shift.
-8361,2024-01-30 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.434,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8362,2024-01-30 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.668,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8363,2024-01-30 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.226,False,Machine throughput increase drove sustained pressure uplift.
-8364,2024-01-30 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.7,False,Humidity climbed during dock-door open period in afternoon shift.
-8365,2024-01-30 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Maintenance note logged for coupling imbalance inspection.
-8366,2024-01-30 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.438,False,Packaging line stop reduced adjacent vibration background.
-8367,2024-01-30 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.852,False,Temporary gateway failover completed without data loss.
-8368,2024-01-30 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.115,False,Sensor enclosure opened for manual calibration verification.
-8369,2024-01-30 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.165,False,Quality team requested trace review for lot 24-118B.
-8370,2024-01-30 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.139,False,Packaging line stop reduced adjacent vibration background.
-8371,2024-01-30 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.347,False,Quality hold reduced finishing booth activity for one shift.
-8372,2024-01-30 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.828,False,Quality hold reduced finishing booth activity for one shift.
-8373,2024-01-30 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Sensor enclosure opened for manual calibration verification.
-8374,2024-01-30 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.342,False,Vibration harmonics broadened during extended production run.
-8375,2024-01-30 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.257,False,Short-lived packet loss observed at edge gateway gw-02.
-8376,2024-01-30 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.123,False,Humidity baseline improved after seal replacement.
-8377,2024-01-30 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.898,False,Short-lived packet loss observed at edge gateway gw-02.
-8378,2024-01-30 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.551,False,SCADA backfill inserted two delayed telemetry points.
-8379,2024-01-30 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8380,2024-01-30 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.908,False,Sensor heartbeat delayed by one interval after gateway retry.
-8381,2024-01-30 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8382,2024-01-30 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.843,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8383,2024-01-30 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.548,False,Shift handoff note referenced unusual noise near press enclosure.
-8384,2024-01-30 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.148,False,Machine idle period extended during planned sanitation window.
-8385,2024-01-30 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.087,False,Maintenance note logged for coupling imbalance inspection.
-8386,2024-01-30 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.351,False,Temperature remained elevated during unscheduled overtime run.
-8387,2024-01-30 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.58,False,Edge collector replayed buffered events after network recovery.
-8388,2024-01-30 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.216,False,Edge collector replayed buffered events after network recovery.
-8389,2024-01-30 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.597,False,Reliability engineer tagged sample window for model retraining.
-8390,2024-01-30 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.387,False,Sensor heartbeat delayed by one interval after gateway retry.
-8391,2024-01-30 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.837,False,Unbalanced load introduced cyclical pressure ripple.
-8392,2024-01-30 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.786,False,Operator reset acknowledged after red-tag inspection.
-8393,2024-01-30 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.927,False,Night shift startup produced higher than normal vibration floor.
-8394,2024-01-30 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.582,False,Sensor enclosure opened for manual calibration verification.
-8395,2024-01-30 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.154,False,Unbalanced load introduced cyclical pressure ripple.
-8396,2024-01-30 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.401,False,Vibration harmonics broadened during extended production run.
-8397,2024-01-30 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.234,False,Temporary gateway failover completed without data loss.
-8398,2024-01-30 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.766,False,Machine idle period extended during planned sanitation window.
-8399,2024-01-30 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,6.973,False,Air handler maintenance reduced humidity variance on finishing line.
-8400,2024-01-30 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.866,False,Calibration check overdue by 11 days for press-line transducer.
-8401,2024-01-30 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Packaging line stop reduced adjacent vibration background.
-8402,2024-01-30 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.301,False,Machine throughput increase drove sustained pressure uplift.
-8403,2024-01-30 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.385,False,Coolant loop adjustment reduced chamber temperature spread.
-8404,2024-01-30 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.588,False,SCADA backfill inserted two delayed telemetry points.
-8405,2024-01-30 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.615,False,Maintenance scheduler deferred calibration due to spare shortage.
-8406,2024-01-30 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.729,False,Unbalanced load introduced cyclical pressure ripple.
-8407,2024-01-30 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.823,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8408,2024-01-30 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.606,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8409,2024-01-30 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Sensor heartbeat delayed by one interval after gateway retry.
-8410,2024-01-30 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.888,False,Temperature remained elevated during unscheduled overtime run.
-8411,2024-01-30 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.646,False,Pressure line purge completed before restart authorization.
-8412,2024-01-30 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.177,False,Anomaly review flagged possible bearing wear progression.
-8413,2024-01-30 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.293,False,Vibration baseline recovered after tool holder replacement.
-8414,2024-01-30 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.94,False,Dust extraction fan offline for 18 minutes on line finishing.
-8415,2024-01-30 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.961,False,Shift handoff note referenced unusual noise near press enclosure.
-8416,2024-01-30 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.298,False,Bearing temperature rising faster than baseline on spindle cell.
-8417,2024-01-30 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.858,False,Humidity baseline improved after seal replacement.
-8418,2024-01-30 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.133,False,Reliability engineer tagged sample window for model retraining.
-8419,2024-01-30 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.635,False,Temperature variance narrowed after coolant nozzle cleaning.
-8420,2024-01-30 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.69,False,Vibration baseline recovered after tool holder replacement.
-8421,2024-01-30 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.39,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8422,2024-01-30 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.224,False,Shift handoff note referenced unusual noise near press enclosure.
-8423,2024-01-30 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.868,False,Humidity excursion near finishing booth during coating run.
-8424,2024-01-30 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.158,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8425,2024-01-30 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.336,False,Supervisory alert generated after three consecutive threshold breaches.
-8426,2024-01-30 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.202,False,Machine idle period extended during planned sanitation window.
-8427,2024-01-30 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.089,False,Operator reported intermittent chatter on machine CNC-04.
-8428,2024-01-30 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.761,False,Hydraulic line pressure oscillation detected under load.
-8429,2024-01-30 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.279,False,Pressure line purge completed before restart authorization.
-8430,2024-01-30 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.232,False,Unbalanced load introduced cyclical pressure ripple.
-8431,2024-01-30 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8432,2024-01-30 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.56,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8433,2024-01-30 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Vibration baseline recovered after tool holder replacement.
-8434,2024-01-30 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.766,False,Temperature variance narrowed after coolant nozzle cleaning.
-8435,2024-01-30 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.364,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8436,2024-01-30 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.454,False,Unbalanced load introduced cyclical pressure ripple.
-8437,2024-01-30 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.245,False,Temperature variance narrowed after coolant nozzle cleaning.
-8438,2024-01-30 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.606,False,Condensation warning cleared after dehumidifier ramp-up.
-8439,2024-01-30 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,9.324,False,Operator reported intermittent chatter on machine CNC-04.
-8440,2024-01-30 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.666,False,Humidity baseline improved after seal replacement.
-8441,2024-01-30 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Pressure line purge completed before restart authorization.
-8442,2024-01-30 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.8,False,Operator reset acknowledged after red-tag inspection.
-8443,2024-01-30 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.45,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8444,2024-01-30 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.246,False,Night shift startup produced higher than normal vibration floor.
-8445,2024-01-30 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.274,False,Coolant loop adjustment reduced chamber temperature spread.
-8446,2024-01-30 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.95,False,Quality team requested trace review for lot 24-118B.
-8447,2024-01-30 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.359,False,Unbalanced load introduced cyclical pressure ripple.
-8448,2024-01-30 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.447,False,Sensor signal clipping observed during startup surge.
-8449,2024-01-30 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.657,False,Coolant loop adjustment reduced chamber temperature spread.
-8450,2024-01-30 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.344,False,Press cycle dwell time lengthened during high-volume batch.
-8451,2024-01-30 08:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.901,False,Machine idle period extended during planned sanitation window.
-8452,2024-01-30 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.317,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8453,2024-01-30 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.721,False,Edge collector replayed buffered events after network recovery.
-8454,2024-01-30 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.271,False,Quality hold reduced finishing booth activity for one shift.
-8455,2024-01-30 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.362,False,Quality hold reduced finishing booth activity for one shift.
-8456,2024-01-30 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.945,False,Sensor enclosure opened for manual calibration verification.
-8457,2024-01-30 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.408,False,Humidity readings track seasonal rise across late spring.
-8458,2024-01-30 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.718,False,Air handler maintenance reduced humidity variance on finishing line.
-8459,2024-01-30 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.629,False,SCADA backfill inserted two delayed telemetry points.
-8460,2024-01-30 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.724,False,Unbalanced load introduced cyclical pressure ripple.
-8461,2024-01-30 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.068,False,Hydraulic line pressure oscillation detected under load.
-8462,2024-01-30 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.582,False,Maintenance scheduler deferred calibration due to spare shortage.
-8463,2024-01-30 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.88,False,Vibration burst exceeds envelope during tool change cycle.
-8464,2024-01-30 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.462,False,Dust extraction fan offline for 18 minutes on line finishing.
-8465,2024-01-30 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Quality team requested trace review for lot 24-118B.
-8466,2024-01-30 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.501,False,Operator reported intermittent chatter on machine CNC-04.
-8467,2024-01-30 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.354,False,Warning threshold updated for pilot predictive-maintenance model.
-8468,2024-01-30 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.176,False,Thermal ramp exceeded expected warmup curve before shift start.
-8469,2024-01-30 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.339,False,Vibration burst exceeds envelope during tool change cycle.
-8470,2024-01-30 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.09,False,Pressure line purge completed before restart authorization.
-8471,2024-01-30 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.687,False,Temperature remained elevated during unscheduled overtime run.
-8472,2024-01-30 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.549,False,Sensor enclosure opened for manual calibration verification.
-8473,2024-01-30 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.977,False,Pressure line purge completed before restart authorization.
-8474,2024-01-30 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.486,False,Temperature remained elevated during unscheduled overtime run.
-8475,2024-01-30 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.027,False,Humidity climbed during dock-door open period in afternoon shift.
-8476,2024-01-30 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.015,False,Bearing temperature rising faster than baseline on spindle cell.
-8477,2024-01-30 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.516,False,Humidity excursion near finishing booth during coating run.
-8478,2024-01-30 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.576,False,Supervisory alert generated after three consecutive threshold breaches.
-8479,2024-01-30 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Humidity excursion near finishing booth during coating run.
-8480,2024-01-30 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.574,False,Press cycle dwell time lengthened during high-volume batch.
-8481,2024-01-30 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8482,2024-01-30 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.596,False,Sensor enclosure opened for manual calibration verification.
-8483,2024-01-30 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.714,False,Vibration baseline recovered after tool holder replacement.
-8484,2024-01-30 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.586,False,Vibration burst exceeds envelope during tool change cycle.
-8485,2024-01-30 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.609,False,Quality team requested trace review for lot 24-118B.
-8486,2024-01-30 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.216,False,Quality team requested trace review for lot 24-118B.
-8487,2024-01-30 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.076,False,Maintenance note logged for coupling imbalance inspection.
-8488,2024-01-30 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.812,False,Transient outlier matched forklift impact near cabinet wall.
-8489,2024-01-30 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Sensor enclosure opened for manual calibration verification.
-8490,2024-01-30 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.277,False,Pressure peak corresponds to oversized billet batch processing.
-8491,2024-01-30 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.758,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8492,2024-01-30 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.635,False,Sensor heartbeat delayed by one interval after gateway retry.
-8493,2024-01-30 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.025,False,Humidity baseline improved after seal replacement.
-8494,2024-01-30 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.175,False,Air handler maintenance reduced humidity variance on finishing line.
-8495,2024-01-30 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.751,False,Press cycle dwell time lengthened during high-volume batch.
-8496,2024-01-30 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.193,False,Night shift startup produced higher than normal vibration floor.
-8497,2024-01-30 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.488,False,Press cycle dwell time lengthened during high-volume batch.
-8498,2024-01-30 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.275,False,Pressure peak corresponds to oversized billet batch processing.
-8499,2024-01-30 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.827,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8500,2024-01-30 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.549,False,Machine throughput increase drove sustained pressure uplift.
-8501,2024-01-30 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.658,False,Sensor signal clipping observed during startup surge.
-8502,2024-01-30 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.194,False,Shift handoff note referenced unusual noise near press enclosure.
-8503,2024-01-30 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.523,False,Sensor enclosure opened for manual calibration verification.
-8504,2024-01-30 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.311,False,Transient outlier matched forklift impact near cabinet wall.
-8505,2024-01-30 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.632,False,Condensation warning cleared after dehumidifier ramp-up.
-8506,2024-01-30 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.199,False,Pressure peak corresponds to oversized billet batch processing.
-8507,2024-01-30 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.972,False,Anomaly review flagged possible bearing wear progression.
-8508,2024-01-30 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.027,False,Quality team requested trace review for lot 24-118B.
-8509,2024-01-30 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.209,False,Operator reported intermittent chatter on machine CNC-04.
-8510,2024-01-30 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.98,False,Maintenance scheduler deferred calibration due to spare shortage.
-8511,2024-01-30 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.245,False,Pressure peak corresponds to oversized billet batch processing.
-8512,2024-01-30 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.624,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8513,2024-01-30 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.163,False,Sensor battery health remains nominal after firmware update.
-8514,2024-01-30 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.846,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8515,2024-01-30 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.14,False,Machine throughput increase drove sustained pressure uplift.
-8516,2024-01-30 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.2,False,Unbalanced load introduced cyclical pressure ripple.
-8517,2024-01-30 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.575,False,Quality team requested trace review for lot 24-118B.
-8518,2024-01-30 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.078,False,Humidity baseline improved after seal replacement.
-8519,2024-01-30 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.862,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8520,2024-01-30 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.155,False,Air handler maintenance reduced humidity variance on finishing line.
-8521,2024-01-30 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.316,False,Telemetry quality flag downgraded during sensor self-test window.
-8522,2024-01-30 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.392,False,Packaging line stop reduced adjacent vibration background.
-8523,2024-01-30 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.543,False,Humidity baseline improved after seal replacement.
-8524,2024-01-30 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.137,False,Temperature remained elevated during unscheduled overtime run.
-8525,2024-01-30 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Warning threshold updated for pilot predictive-maintenance model.
-8526,2024-01-30 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.751,False,Sensor signal clipping observed during startup surge.
-8527,2024-01-30 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.581,False,Reliability engineer tagged sample window for model retraining.
-8528,2024-01-30 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.94,False,Sensor signal clipping observed during startup surge.
-8529,2024-01-30 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.336,False,Short-lived packet loss observed at edge gateway gw-02.
-8530,2024-01-30 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.021,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8531,2024-01-30 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.007,False,Air handler maintenance reduced humidity variance on finishing line.
-8532,2024-01-30 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.463,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8533,2024-01-30 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.332,False,Press cycle dwell time lengthened during high-volume batch.
-8534,2024-01-30 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.379,False,Supervisory alert generated after three consecutive threshold breaches.
-8535,2024-01-30 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.763,False,Machine idle period extended during planned sanitation window.
-8536,2024-01-30 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.784,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8537,2024-01-30 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.288,False,Temporary gateway failover completed without data loss.
-8538,2024-01-30 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.902,False,Sensor signal clipping observed during startup surge.
-8539,2024-01-30 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.217,False,Sensor signal clipping observed during startup surge.
-8540,2024-01-30 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.132,False,Pressure line purge completed before restart authorization.
-8541,2024-01-30 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.428,False,Transient outlier matched forklift impact near cabinet wall.
-8542,2024-01-30 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.174,False,Humidity climbed during dock-door open period in afternoon shift.
-8543,2024-01-30 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.978,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8544,2024-01-30 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,55.107,False,Machine throughput increase drove sustained pressure uplift.
-8545,2024-01-30 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.295,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8546,2024-01-30 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.716,False,Sensor enclosure opened for manual calibration verification.
-8547,2024-01-30 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.56,False,Pressure peak corresponds to oversized billet batch processing.
-8548,2024-01-30 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.418,False,Transient outlier matched forklift impact near cabinet wall.
-8549,2024-01-30 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.186,False,Bearing temperature rising faster than baseline on spindle cell.
-8550,2024-01-30 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.973,False,Shift handoff note referenced unusual noise near press enclosure.
-8551,2024-01-30 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.733,False,Condensation warning cleared after dehumidifier ramp-up.
-8552,2024-01-30 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.609,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8553,2024-01-30 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Coolant loop adjustment reduced chamber temperature spread.
-8554,2024-01-30 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.178,False,Operator reported intermittent chatter on machine CNC-04.
-8555,2024-01-30 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.246,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8556,2024-01-30 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.462,False,Vibration harmonics broadened during extended production run.
-8557,2024-01-30 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.936,False,Bearing temperature rising faster than baseline on spindle cell.
-8558,2024-01-30 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.217,False,Vibration harmonics broadened during extended production run.
-8559,2024-01-30 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.316,False,Pressure peak corresponds to oversized billet batch processing.
-8560,2024-01-30 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.429,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8561,2024-01-30 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.484,False,Pressure settled back to nominal after valve reseat.
-8562,2024-01-30 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.607,False,Machine idle period extended during planned sanitation window.
-8563,2024-01-30 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.345,False,Humidity climbed during dock-door open period in afternoon shift.
-8564,2024-01-30 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.347,False,Sensor enclosure opened for manual calibration verification.
-8565,2024-01-30 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.155,False,Machine throughput increase drove sustained pressure uplift.
-8566,2024-01-30 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.794,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8567,2024-01-30 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.322,False,Air handler maintenance reduced humidity variance on finishing line.
-8568,2024-01-30 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.575,False,Vibration harmonics broadened during extended production run.
-8569,2024-01-30 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.824,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8570,2024-01-30 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.887,False,Coolant loop adjustment reduced chamber temperature spread.
-8571,2024-01-30 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.002,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8572,2024-01-30 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.62,False,Short-lived packet loss observed at edge gateway gw-02.
-8573,2024-01-30 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.686,False,Telemetry quality flag downgraded during sensor self-test window.
-8574,2024-01-30 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.665,False,Condensation warning cleared after dehumidifier ramp-up.
-8575,2024-01-30 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.575,False,Reliability engineer tagged sample window for model retraining.
-8576,2024-01-30 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.999,False,Air handler maintenance reduced humidity variance on finishing line.
-8577,2024-01-30 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.229,False,Unbalanced load introduced cyclical pressure ripple.
-8578,2024-01-30 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.204,False,Thermal ramp exceeded expected warmup curve before shift start.
-8579,2024-01-30 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.647,False,Thermal ramp exceeded expected warmup curve before shift start.
-8580,2024-01-30 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.724,False,Quality team requested trace review for lot 24-118B.
-8581,2024-01-30 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.026,False,Coolant loop adjustment reduced chamber temperature spread.
-8582,2024-01-30 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.207,False,Dust extraction fan offline for 18 minutes on line finishing.
-8583,2024-01-30 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.209,False,Packaging line stop reduced adjacent vibration background.
-8584,2024-01-30 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.384,False,Vibration baseline recovered after tool holder replacement.
-8585,2024-01-30 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Bearing temperature rising faster than baseline on spindle cell.
-8586,2024-01-30 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.213,False,Maintenance crew confirmed lubrication interval was missed.
-8587,2024-01-30 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.451,False,Anomaly review flagged possible bearing wear progression.
-8588,2024-01-30 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.604,False,Humidity excursion near finishing booth during coating run.
-8589,2024-01-30 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8590,2024-01-30 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.023,False,Pressure peak corresponds to oversized billet batch processing.
-8591,2024-01-30 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.828,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8592,2024-01-30 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.316,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8593,2024-01-30 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.42,False,Pressure line purge completed before restart authorization.
-8594,2024-01-30 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.327,False,Night shift startup produced higher than normal vibration floor.
-8595,2024-01-30 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.694,False,Temporary gateway failover completed without data loss.
-8596,2024-01-30 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.533,False,Humidity baseline improved after seal replacement.
-8597,2024-01-30 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.633,False,Humidity baseline improved after seal replacement.
-8598,2024-01-30 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.055,False,Vibration burst exceeds envelope during tool change cycle.
-8599,2024-01-30 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.411,False,Press cycle dwell time lengthened during high-volume batch.
-8600,2024-01-30 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.913,False,Pressure line purge completed before restart authorization.
-8601,2024-01-30 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.722,False,Maintenance note logged for coupling imbalance inspection.
-8602,2024-01-30 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.052,False,Vibration baseline recovered after tool holder replacement.
-8603,2024-01-30 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.106,False,Temporary gateway failover completed without data loss.
-8604,2024-01-30 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.189,False,Vibration harmonics broadened during extended production run.
-8605,2024-01-30 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.282,False,Thermal ramp exceeded expected warmup curve before shift start.
-8606,2024-01-30 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.657,False,Humidity climbed during dock-door open period in afternoon shift.
-8607,2024-01-30 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.961,False,Sensor heartbeat delayed by one interval after gateway retry.
-8608,2024-01-30 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.922,False,Machine idle period extended during planned sanitation window.
-8609,2024-01-30 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.757,False,Bearing temperature rising faster than baseline on spindle cell.
-8610,2024-01-30 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.092,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8611,2024-01-30 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.496,False,Temperature variance narrowed after coolant nozzle cleaning.
-8612,2024-01-30 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.991,False,Edge collector replayed buffered events after network recovery.
-8613,2024-01-30 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.913,False,Machine throughput increase drove sustained pressure uplift.
-8614,2024-01-30 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.109,False,Thermal overshoot event coincided with recipe change on furnace.
-8615,2024-01-30 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.548,False,Maintenance crew confirmed lubrication interval was missed.
-8616,2024-01-30 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.524,False,Air handler maintenance reduced humidity variance on finishing line.
-8617,2024-01-30 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.036,False,Temperature remained elevated during unscheduled overtime run.
-8618,2024-01-30 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.84,False,Condensation warning cleared after dehumidifier ramp-up.
-8619,2024-01-30 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Condensation warning cleared after dehumidifier ramp-up.
-8620,2024-01-30 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.566,False,Calibration check overdue by 11 days for press-line transducer.
-8621,2024-01-30 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.601,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8622,2024-01-30 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.364,False,Operator reset acknowledged after red-tag inspection.
-8623,2024-01-30 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.892,False,Operator reported intermittent chatter on machine CNC-04.
-8624,2024-01-30 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.138,False,Maintenance note logged for coupling imbalance inspection.
-8625,2024-01-30 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.903,False,Operator reported intermittent chatter on machine CNC-04.
-8626,2024-01-30 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.111,False,Transient outlier matched forklift impact near cabinet wall.
-8627,2024-01-30 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.844,False,Maintenance crew confirmed lubrication interval was missed.
-8628,2024-01-30 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.502,False,Reliability engineer tagged sample window for model retraining.
-8629,2024-01-30 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,SCADA backfill inserted two delayed telemetry points.
-8630,2024-01-30 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.956,False,Quality team requested trace review for lot 24-118B.
-8631,2024-01-30 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.365,False,Warning threshold updated for pilot predictive-maintenance model.
-8632,2024-01-30 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.817,False,SCADA backfill inserted two delayed telemetry points.
-8633,2024-01-30 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.42,False,Dust extraction fan offline for 18 minutes on line finishing.
-8634,2024-01-30 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.5,False,Press cycle dwell time lengthened during high-volume batch.
-8635,2024-01-30 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Coolant loop adjustment reduced chamber temperature spread.
-8636,2024-01-30 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.288,False,Temporary gateway failover completed without data loss.
-8637,2024-01-30 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Bearing temperature rising faster than baseline on spindle cell.
-8638,2024-01-30 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.506,False,Supervisory alert generated after three consecutive threshold breaches.
-8639,2024-01-30 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.872,False,Maintenance note logged for coupling imbalance inspection.
-8640,2024-01-30 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.35,False,Maintenance crew confirmed lubrication interval was missed.
-8641,2024-01-31 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.789,False,Quality hold reduced finishing booth activity for one shift.
-8642,2024-01-31 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.137,False,Maintenance crew confirmed lubrication interval was missed.
-8643,2024-01-31 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.486,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8644,2024-01-31 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.52,False,Supervisory alert generated after three consecutive threshold breaches.
-8645,2024-01-31 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.146,False,Vibration burst exceeds envelope during tool change cycle.
-8646,2024-01-31 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.387,False,Humidity excursion near finishing booth during coating run.
-8647,2024-01-31 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.643,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8648,2024-01-31 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.025,False,Humidity climbed during dock-door open period in afternoon shift.
-8649,2024-01-31 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.976,False,Reliability engineer tagged sample window for model retraining.
-8650,2024-01-31 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.487,False,Supervisory alert generated after three consecutive threshold breaches.
-8651,2024-01-31 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.952,False,Pressure line purge completed before restart authorization.
-8652,2024-01-31 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.025,False,Anomaly review flagged possible bearing wear progression.
-8653,2024-01-31 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.42,False,Anomaly review flagged possible bearing wear progression.
-8654,2024-01-31 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.371,False,Machine idle period extended during planned sanitation window.
-8655,2024-01-31 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.235,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8656,2024-01-31 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.788,False,Telemetry quality flag downgraded during sensor self-test window.
-8657,2024-01-31 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.161,False,SCADA backfill inserted two delayed telemetry points.
-8658,2024-01-31 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.163,False,Unbalanced load introduced cyclical pressure ripple.
-8659,2024-01-31 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.258,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8660,2024-01-31 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.469,False,Vibration harmonics broadened during extended production run.
-8661,2024-01-31 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.362,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8662,2024-01-31 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.232,False,Sensor enclosure opened for manual calibration verification.
-8663,2024-01-31 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.785,False,Shift handoff note referenced unusual noise near press enclosure.
-8664,2024-01-31 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.761,False,Maintenance crew confirmed lubrication interval was missed.
-8665,2024-01-31 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.439,False,Air handler maintenance reduced humidity variance on finishing line.
-8666,2024-01-31 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.977,False,Humidity climbed during dock-door open period in afternoon shift.
-8667,2024-01-31 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.044,False,Coolant loop adjustment reduced chamber temperature spread.
-8668,2024-01-31 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.657,False,Vibration harmonics broadened during extended production run.
-8669,2024-01-31 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.408,False,Humidity climbed during dock-door open period in afternoon shift.
-8670,2024-01-31 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.081,False,Supervisory alert generated after three consecutive threshold breaches.
-8671,2024-01-31 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Calibration check overdue by 11 days for press-line transducer.
-8672,2024-01-31 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.002,False,Quality team requested trace review for lot 24-118B.
-8673,2024-01-31 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.267,False,Maintenance scheduler deferred calibration due to spare shortage.
-8674,2024-01-31 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.984,False,Operator reset acknowledged after red-tag inspection.
-8675,2024-01-31 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.839,False,Temperature remained elevated during unscheduled overtime run.
-8676,2024-01-31 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.148,False,Temporary gateway failover completed without data loss.
-8677,2024-01-31 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.005,False,Bearing temperature rising faster than baseline on spindle cell.
-8678,2024-01-31 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.123,False,Operator reset acknowledged after red-tag inspection.
-8679,2024-01-31 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.744,False,Quality hold reduced finishing booth activity for one shift.
-8680,2024-01-31 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.226,False,Pressure line purge completed before restart authorization.
-8681,2024-01-31 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.562,False,Maintenance note logged for coupling imbalance inspection.
-8682,2024-01-31 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.314,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8683,2024-01-31 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.843,False,Transient outlier matched forklift impact near cabinet wall.
-8684,2024-01-31 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.767,False,Air handler maintenance reduced humidity variance on finishing line.
-8685,2024-01-31 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.789,False,Warning threshold updated for pilot predictive-maintenance model.
-8686,2024-01-31 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.09,False,Operator reset acknowledged after red-tag inspection.
-8687,2024-01-31 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,5.523,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8688,2024-01-31 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.299,False,Anomaly review flagged possible bearing wear progression.
-8689,2024-01-31 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.993,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8690,2024-01-31 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.045,False,Reliability engineer tagged sample window for model retraining.
-8691,2024-01-31 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.528,False,Dust extraction fan offline for 18 minutes on line finishing.
-8692,2024-01-31 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.707,False,Air handler maintenance reduced humidity variance on finishing line.
-8693,2024-01-31 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.528,False,Edge collector replayed buffered events after network recovery.
-8694,2024-01-31 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.988,False,Thermal ramp exceeded expected warmup curve before shift start.
-8695,2024-01-31 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Temperature remained elevated during unscheduled overtime run.
-8696,2024-01-31 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.824,False,Humidity excursion near finishing booth during coating run.
-8697,2024-01-31 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.595,False,Operator reported intermittent chatter on machine CNC-04.
-8698,2024-01-31 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.552,False,Sensor signal clipping observed during startup surge.
-8699,2024-01-31 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.396,False,Vibration harmonics broadened during extended production run.
-8700,2024-01-31 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.928,False,Operator reset acknowledged after red-tag inspection.
-8701,2024-01-31 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.553,False,Machine throughput increase drove sustained pressure uplift.
-8702,2024-01-31 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.067,False,Sensor battery health remains nominal after firmware update.
-8703,2024-01-31 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.649,False,Temperature variance narrowed after coolant nozzle cleaning.
-8704,2024-01-31 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.892,False,Pressure line purge completed before restart authorization.
-8705,2024-01-31 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.306,False,Quality hold reduced finishing booth activity for one shift.
-8706,2024-01-31 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.222,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8707,2024-01-31 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.488,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8708,2024-01-31 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.898,False,Temperature variance narrowed after coolant nozzle cleaning.
-8709,2024-01-31 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.649,False,Condensation warning cleared after dehumidifier ramp-up.
-8710,2024-01-31 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.302,False,Humidity excursion near finishing booth during coating run.
-8711,2024-01-31 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.583,False,Supervisory alert generated after three consecutive threshold breaches.
-8712,2024-01-31 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.688,False,Calibration check overdue by 11 days for press-line transducer.
-8713,2024-01-31 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.414,False,Maintenance note logged for coupling imbalance inspection.
-8714,2024-01-31 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.158,False,Operator reset acknowledged after red-tag inspection.
-8715,2024-01-31 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.467,False,Quality team requested trace review for lot 24-118B.
-8716,2024-01-31 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.83,False,Thermal ramp exceeded expected warmup curve before shift start.
-8717,2024-01-31 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.246,False,Maintenance note logged for coupling imbalance inspection.
-8718,2024-01-31 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.328,False,Pressure settled back to nominal after valve reseat.
-8719,2024-01-31 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,Humidity climbed during dock-door open period in afternoon shift.
-8720,2024-01-31 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.713,False,Sensor enclosure opened for manual calibration verification.
-8721,2024-01-31 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.879,False,Maintenance crew confirmed lubrication interval was missed.
-8722,2024-01-31 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.254,False,Bearing temperature rising faster than baseline on spindle cell.
-8723,2024-01-31 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.831,False,Transient outlier matched forklift impact near cabinet wall.
-8724,2024-01-31 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.464,False,Packaging line stop reduced adjacent vibration background.
-8725,2024-01-31 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.672,False,Unbalanced load introduced cyclical pressure ripple.
-8726,2024-01-31 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.456,False,Supervisory alert generated after three consecutive threshold breaches.
-8727,2024-01-31 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.826,False,Maintenance note logged for coupling imbalance inspection.
-8728,2024-01-31 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.409,False,Condensation warning cleared after dehumidifier ramp-up.
-8729,2024-01-31 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.322,False,Air handler maintenance reduced humidity variance on finishing line.
-8730,2024-01-31 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.309,False,Machine throughput increase drove sustained pressure uplift.
-8731,2024-01-31 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.526,False,Sensor heartbeat delayed by one interval after gateway retry.
-8732,2024-01-31 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.823,False,Thermal overshoot event coincided with recipe change on furnace.
-8733,2024-01-31 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.392,False,Temperature remained elevated during unscheduled overtime run.
-8734,2024-01-31 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.347,False,Pressure line purge completed before restart authorization.
-8735,2024-01-31 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Transient outlier matched forklift impact near cabinet wall.
-8736,2024-01-31 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.197,False,Unbalanced load introduced cyclical pressure ripple.
-8737,2024-01-31 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.763,False,Unbalanced load introduced cyclical pressure ripple.
-8738,2024-01-31 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.812,False,Night shift startup produced higher than normal vibration floor.
-8739,2024-01-31 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.596,False,Humidity climbed during dock-door open period in afternoon shift.
-8740,2024-01-31 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.65,False,Night shift startup produced higher than normal vibration floor.
-8741,2024-01-31 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,Vibration harmonics broadened during extended production run.
-8742,2024-01-31 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.952,False,Operator reset acknowledged after red-tag inspection.
-8743,2024-01-31 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.735,False,Press cycle dwell time lengthened during high-volume batch.
-8744,2024-01-31 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.543,False,Condensation warning cleared after dehumidifier ramp-up.
-8745,2024-01-31 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.34,False,Bearing temperature rising faster than baseline on spindle cell.
-8746,2024-01-31 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.952,False,Shift handoff note referenced unusual noise near press enclosure.
-8747,2024-01-31 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.486,False,Hydraulic line pressure oscillation detected under load.
-8748,2024-01-31 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.437,False,Maintenance note logged for coupling imbalance inspection.
-8749,2024-01-31 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.321,False,Vibration harmonics broadened during extended production run.
-8750,2024-01-31 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.721,False,Pressure settled back to nominal after valve reseat.
-8751,2024-01-31 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.407,False,Humidity climbed during dock-door open period in afternoon shift.
-8752,2024-01-31 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.869,False,Temporary gateway failover completed without data loss.
-8753,2024-01-31 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Operator reset acknowledged after red-tag inspection.
-8754,2024-01-31 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.603,False,Humidity excursion near finishing booth during coating run.
-8755,2024-01-31 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.576,False,Edge collector replayed buffered events after network recovery.
-8756,2024-01-31 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.454,False,Sensor battery health remains nominal after firmware update.
-8757,2024-01-31 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Coolant loop adjustment reduced chamber temperature spread.
-8758,2024-01-31 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.131,False,Operator reset acknowledged after red-tag inspection.
-8759,2024-01-31 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.591,False,Night shift startup produced higher than normal vibration floor.
-8760,2024-01-31 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.08,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8761,2024-01-31 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.797,False,Maintenance scheduler deferred calibration due to spare shortage.
-8762,2024-01-31 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.164,False,Coolant loop adjustment reduced chamber temperature spread.
-8763,2024-01-31 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.211,False,Quality hold reduced finishing booth activity for one shift.
-8764,2024-01-31 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.046,False,Pressure line purge completed before restart authorization.
-8765,2024-01-31 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.327,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8766,2024-01-31 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.525,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8767,2024-01-31 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Sensor heartbeat delayed by one interval after gateway retry.
-8768,2024-01-31 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,52.393,False,Vibration baseline recovered after tool holder replacement.
-8769,2024-01-31 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.833,False,Thermal overshoot event coincided with recipe change on furnace.
-8770,2024-01-31 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.569,False,Supervisory alert generated after three consecutive threshold breaches.
-8771,2024-01-31 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.052,False,Transient outlier matched forklift impact near cabinet wall.
-8772,2024-01-31 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.272,False,Maintenance scheduler deferred calibration due to spare shortage.
-8773,2024-01-31 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.075,False,Unbalanced load introduced cyclical pressure ripple.
-8774,2024-01-31 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.382,False,Humidity excursion near finishing booth during coating run.
-8775,2024-01-31 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.211,False,Humidity climbed during dock-door open period in afternoon shift.
-8776,2024-01-31 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.86,False,Sensor signal clipping observed during startup surge.
-8777,2024-01-31 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Condensation warning cleared after dehumidifier ramp-up.
-8778,2024-01-31 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.332,False,Quality team requested trace review for lot 24-118B.
-8779,2024-01-31 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.812,False,Edge collector replayed buffered events after network recovery.
-8780,2024-01-31 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.717,False,Press cycle dwell time lengthened during high-volume batch.
-8781,2024-01-31 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Transient outlier matched forklift impact near cabinet wall.
-8782,2024-01-31 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.415,False,Press cycle dwell time lengthened during high-volume batch.
-8783,2024-01-31 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.547,False,Quality hold reduced finishing booth activity for one shift.
-8784,2024-01-31 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.506,False,Temperature remained elevated during unscheduled overtime run.
-8785,2024-01-31 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.176,False,Shift handoff note referenced unusual noise near press enclosure.
-8786,2024-01-31 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.632,False,Humidity excursion near finishing booth during coating run.
-8787,2024-01-31 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.835,False,Humidity baseline improved after seal replacement.
-8788,2024-01-31 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.788,False,Temperature remained elevated during unscheduled overtime run.
-8789,2024-01-31 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.697,False,Telemetry quality flag downgraded during sensor self-test window.
-8790,2024-01-31 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.189,False,Humidity baseline improved after seal replacement.
-8791,2024-01-31 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.818,False,Press cycle dwell time lengthened during high-volume batch.
-8792,2024-01-31 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.987,False,Operator reset acknowledged after red-tag inspection.
-8793,2024-01-31 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.516,False,Operator reported intermittent chatter on machine CNC-04.
-8794,2024-01-31 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.012,False,Press cycle dwell time lengthened during high-volume batch.
-8795,2024-01-31 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.687,False,Transient outlier matched forklift impact near cabinet wall.
-8796,2024-01-31 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.15,False,Vibration burst exceeds envelope during tool change cycle.
-8797,2024-01-31 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8798,2024-01-31 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.737,False,Pressure peak corresponds to oversized billet batch processing.
-8799,2024-01-31 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.741,False,Night shift startup produced higher than normal vibration floor.
-8800,2024-01-31 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.155,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8801,2024-01-31 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.178,False,Short-lived packet loss observed at edge gateway gw-02.
-8802,2024-01-31 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.368,False,Sensor heartbeat delayed by one interval after gateway retry.
-8803,2024-01-31 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.516,False,Night shift startup produced higher than normal vibration floor.
-8804,2024-01-31 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.757,False,Press cycle dwell time lengthened during high-volume batch.
-8805,2024-01-31 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8806,2024-01-31 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.036,False,Temperature variance narrowed after coolant nozzle cleaning.
-8807,2024-01-31 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Vibration baseline recovered after tool holder replacement.
-8808,2024-01-31 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.132,False,Temperature variance narrowed after coolant nozzle cleaning.
-8809,2024-01-31 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.972,False,Temperature variance narrowed after coolant nozzle cleaning.
-8810,2024-01-31 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.49,False,Short-lived packet loss observed at edge gateway gw-02.
-8811,2024-01-31 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.928,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8812,2024-01-31 14:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.282,False,Thermal ramp exceeded expected warmup curve before shift start.
-8813,2024-01-31 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.163,False,Maintenance scheduler deferred calibration due to spare shortage.
-8814,2024-01-31 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.389,False,Maintenance scheduler deferred calibration due to spare shortage.
-8815,2024-01-31 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.437,False,Maintenance crew confirmed lubrication interval was missed.
-8816,2024-01-31 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.373,False,Machine throughput increase drove sustained pressure uplift.
-8817,2024-01-31 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.564,False,Edge collector replayed buffered events after network recovery.
-8818,2024-01-31 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.76,False,Operator reset acknowledged after red-tag inspection.
-8819,2024-01-31 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.505,False,Calibration check overdue by 11 days for press-line transducer.
-8820,2024-01-31 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.029,False,Sensor signal clipping observed during startup surge.
-8821,2024-01-31 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Bearing temperature rising faster than baseline on spindle cell.
-8822,2024-01-31 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.122,False,Vibration baseline recovered after tool holder replacement.
-8823,2024-01-31 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.496,False,Thermal overshoot event coincided with recipe change on furnace.
-8824,2024-01-31 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.327,False,Calibration check overdue by 11 days for press-line transducer.
-8825,2024-01-31 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.356,False,Sensor heartbeat delayed by one interval after gateway retry.
-8826,2024-01-31 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.55,False,Warning threshold updated for pilot predictive-maintenance model.
-8827,2024-01-31 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.198,False,Temperature remained elevated during unscheduled overtime run.
-8828,2024-01-31 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.637,False,Humidity baseline improved after seal replacement.
-8829,2024-01-31 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.447,False,Sensor signal clipping observed during startup surge.
-8830,2024-01-31 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.678,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8831,2024-01-31 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.266,False,Sensor heartbeat delayed by one interval after gateway retry.
-8832,2024-01-31 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.415,False,Machine idle period extended during planned sanitation window.
-8833,2024-01-31 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.887,False,Unbalanced load introduced cyclical pressure ripple.
-8834,2024-01-31 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.79,False,Temperature remained elevated during unscheduled overtime run.
-8835,2024-01-31 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.858,False,Night shift startup produced higher than normal vibration floor.
-8836,2024-01-31 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.593,False,Temperature variance narrowed after coolant nozzle cleaning.
-8837,2024-01-31 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Vibration harmonics broadened during extended production run.
-8838,2024-01-31 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.422,False,Temperature remained elevated during unscheduled overtime run.
-8839,2024-01-31 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.098,False,Temporary gateway failover completed without data loss.
-8840,2024-01-31 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.196,False,Maintenance scheduler deferred calibration due to spare shortage.
-8841,2024-01-31 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.24,False,Bearing temperature rising faster than baseline on spindle cell.
-8842,2024-01-31 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.557,False,Packaging line stop reduced adjacent vibration background.
-8843,2024-01-31 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.369,False,Maintenance crew confirmed lubrication interval was missed.
-8844,2024-01-31 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.807,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8845,2024-01-31 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.557,False,Hydraulic line pressure oscillation detected under load.
-8846,2024-01-31 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.441,False,Thermal overshoot event coincided with recipe change on furnace.
-8847,2024-01-31 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.837,False,Humidity excursion near finishing booth during coating run.
-8848,2024-01-31 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.032,False,Shift handoff note referenced unusual noise near press enclosure.
-8849,2024-01-31 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Pressure settled back to nominal after valve reseat.
-8850,2024-01-31 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.111,False,Operator reset acknowledged after red-tag inspection.
-8851,2024-01-31 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.846,False,Pressure line purge completed before restart authorization.
-8852,2024-01-31 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.959,False,Shift handoff note referenced unusual noise near press enclosure.
-8853,2024-01-31 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.892,False,Quality team requested trace review for lot 24-118B.
-8854,2024-01-31 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.072,False,Pressure peak corresponds to oversized billet batch processing.
-8855,2024-01-31 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.878,False,Machine throughput increase drove sustained pressure uplift.
-8856,2024-01-31 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.786,False,Sensor heartbeat delayed by one interval after gateway retry.
-8857,2024-01-31 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.642,False,Transient outlier matched forklift impact near cabinet wall.
-8858,2024-01-31 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.604,False,Operator reported intermittent chatter on machine CNC-04.
-8859,2024-01-31 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Hydraulic line pressure oscillation detected under load.
-8860,2024-01-31 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.811,False,Condensation warning cleared after dehumidifier ramp-up.
-8861,2024-01-31 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.413,False,Transient outlier matched forklift impact near cabinet wall.
-8862,2024-01-31 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.602,False,Operator reset acknowledged after red-tag inspection.
-8863,2024-01-31 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.906,False,Calibration check overdue by 11 days for press-line transducer.
-8864,2024-01-31 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.626,False,Night shift startup produced higher than normal vibration floor.
-8865,2024-01-31 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.122,False,Calibration check overdue by 11 days for press-line transducer.
-8866,2024-01-31 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.003,False,Short-lived packet loss observed at edge gateway gw-02.
-8867,2024-01-31 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.503,False,Bearing temperature rising faster than baseline on spindle cell.
-8868,2024-01-31 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.161,False,Humidity baseline improved after seal replacement.
-8869,2024-01-31 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.359,False,Vibration harmonics broadened during extended production run.
-8870,2024-01-31 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.605,False,Humidity baseline improved after seal replacement.
-8871,2024-01-31 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.896,False,Operator reset acknowledged after red-tag inspection.
-8872,2024-01-31 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.284,False,Hydraulic line pressure oscillation detected under load.
-8873,2024-01-31 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.956,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8874,2024-01-31 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.751,False,Sensor battery health remains nominal after firmware update.
-8875,2024-01-31 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.782,False,Supervisory alert generated after three consecutive threshold breaches.
-8876,2024-01-31 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.984,False,Air handler maintenance reduced humidity variance on finishing line.
-8877,2024-01-31 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.295,False,Temporary gateway failover completed without data loss.
-8878,2024-01-31 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.387,False,Press cycle dwell time lengthened during high-volume batch.
-8879,2024-01-31 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.535,False,Machine throughput increase drove sustained pressure uplift.
-8880,2024-01-31 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.626,False,Temporary gateway failover completed without data loss.
-8881,2024-01-31 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.28,False,Humidity readings track seasonal rise across late spring.
-8882,2024-01-31 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.559,False,Heat-treat furnace door cycling increased localized temperature spikes.
-8883,2024-01-31 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.398,False,Reliability engineer tagged sample window for model retraining.
-8884,2024-01-31 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.671,False,Maintenance scheduler deferred calibration due to spare shortage.
-8885,2024-01-31 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.984,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8886,2024-01-31 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.15,False,Maintenance crew confirmed lubrication interval was missed.
-8887,2024-01-31 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Pressure settled back to nominal after valve reseat.
-8888,2024-01-31 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.731,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8889,2024-01-31 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.056,False,Operator reported intermittent chatter on machine CNC-04.
-8890,2024-01-31 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.185,False,Dust extraction fan offline for 18 minutes on line finishing.
-8891,2024-01-31 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.74,False,Supervisory alert generated after three consecutive threshold breaches.
-8892,2024-01-31 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.606,False,Night shift startup produced higher than normal vibration floor.
-8893,2024-01-31 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.417,False,Packaging line stop reduced adjacent vibration background.
-8894,2024-01-31 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.629,False,Sensor 3 drift suspected after cross-check with manual gauge.
-8895,2024-01-31 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.855,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8896,2024-01-31 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.754,False,Sensor enclosure opened for manual calibration verification.
-8897,2024-01-31 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Night shift startup produced higher than normal vibration floor.
-8898,2024-01-31 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.899,False,Machine idle period extended during planned sanitation window.
-8899,2024-01-31 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.459,False,Vibration harmonics broadened during extended production run.
-8900,2024-01-31 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.994,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8901,2024-01-31 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.43,False,Pressure line purge completed before restart authorization.
-8902,2024-01-31 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.386,False,Humidity excursion near finishing booth during coating run.
-8903,2024-01-31 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.383,False,SCADA backfill inserted two delayed telemetry points.
-8904,2024-01-31 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.45,False,Pressure line purge completed before restart authorization.
-8905,2024-01-31 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.472,False,Condensation warning cleared after dehumidifier ramp-up.
-8906,2024-01-31 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.101,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8907,2024-01-31 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.032,False,Bearing temperature rising faster than baseline on spindle cell.
-8908,2024-01-31 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.583,False,Press cycle dwell time lengthened during high-volume batch.
-8909,2024-01-31 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.287,False,Transient outlier matched forklift impact near cabinet wall.
-8910,2024-01-31 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.292,False,Temperature variance narrowed after coolant nozzle cleaning.
-8911,2024-01-31 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.111,False,Pressure peak corresponds to oversized billet batch processing.
-8912,2024-01-31 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.518,False,Maintenance crew confirmed lubrication interval was missed.
-8913,2024-01-31 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.055,False,Bearing temperature rising faster than baseline on spindle cell.
-8914,2024-01-31 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.985,False,Humidity baseline improved after seal replacement.
-8915,2024-01-31 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.626,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8916,2024-01-31 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.027,False,Quality team requested trace review for lot 24-118B.
-8917,2024-01-31 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.05,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8918,2024-01-31 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.125,False,Reliability engineer tagged sample window for model retraining.
-8919,2024-01-31 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.227,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8920,2024-01-31 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.076,False,Thermal ramp exceeded expected warmup curve before shift start.
-8921,2024-01-31 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,Transient outlier matched forklift impact near cabinet wall.
-8922,2024-01-31 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.833,False,Air handler maintenance reduced humidity variance on finishing line.
-8923,2024-01-31 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.761,False,Vibration harmonics broadened during extended production run.
-8924,2024-01-31 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.398,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8925,2024-01-31 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.933,False,Reliability engineer tagged sample window for model retraining.
-8926,2024-01-31 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.289,False,Sensor enclosure opened for manual calibration verification.
-8927,2024-01-31 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.576,False,Short-lived packet loss observed at edge gateway gw-02.
-8928,2024-01-31 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,55.457,False,Humidity climbed during dock-door open period in afternoon shift.
-8929,2024-02-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Packaging line stop reduced adjacent vibration background.
-8930,2024-02-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.099,False,Bearing temperature rising faster than baseline on spindle cell.
-8931,2024-02-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.564,False,Humidity readings track seasonal rise across late spring.
-8932,2024-02-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.238,False,Transient outlier matched forklift impact near cabinet wall.
-8933,2024-02-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.284,False,Sensor signal clipping observed during startup surge.
-8934,2024-02-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.117,False,Ambient temperature stabilized after HVAC stage-two engagement.
-8935,2024-02-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.599,False,Operator reset acknowledged after red-tag inspection.
-8936,2024-02-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.154,False,Thermal ramp exceeded expected warmup curve before shift start.
-8937,2024-02-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.396,False,Telemetry quality flag downgraded during sensor self-test window.
-8938,2024-02-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.119,False,Packaging line stop reduced adjacent vibration background.
-8939,2024-02-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Humidity climbed during dock-door open period in afternoon shift.
-8940,2024-02-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.757,False,Shift handoff note referenced unusual noise near press enclosure.
-8941,2024-02-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.475,False,Pressure settled back to nominal after valve reseat.
-8942,2024-02-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.51,False,Quality hold reduced finishing booth activity for one shift.
-8943,2024-02-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.282,False,Edge collector replayed buffered events after network recovery.
-8944,2024-02-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.217,False,Press cycle dwell time lengthened during high-volume batch.
-8945,2024-02-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.007,False,Pressure settled back to nominal after valve reseat.
-8946,2024-02-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.909,False,Telemetry quality flag downgraded during sensor self-test window.
-8947,2024-02-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.961,False,Coolant loop adjustment reduced chamber temperature spread.
-8948,2024-02-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.559,False,Vibration burst exceeds envelope during tool change cycle.
-8949,2024-02-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.973,False,Humidity baseline improved after seal replacement.
-8950,2024-02-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.484,False,Humidity excursion near finishing booth during coating run.
-8951,2024-02-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.312,False,Warning threshold updated for pilot predictive-maintenance model.
-8952,2024-02-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.959,False,Machine idle period extended during planned sanitation window.
-8953,2024-02-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.355,False,Vibration harmonics broadened during extended production run.
-8954,2024-02-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.313,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-8955,2024-02-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.718,False,Hydraulic line pressure oscillation detected under load.
-8956,2024-02-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.621,False,Maintenance scheduler deferred calibration due to spare shortage.
-8957,2024-02-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.501,False,Humidity readings track seasonal rise across late spring.
-8958,2024-02-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.25,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8959,2024-02-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.009,False,Unbalanced load introduced cyclical pressure ripple.
-8960,2024-02-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.286,False,Sensor signal clipping observed during startup surge.
-8961,2024-02-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Thermal ramp exceeded expected warmup curve before shift start.
-8962,2024-02-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.376,False,Temporary gateway failover completed without data loss.
-8963,2024-02-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.733,False,Warning threshold updated for pilot predictive-maintenance model.
-8964,2024-02-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.681,False,Sensor heartbeat delayed by one interval after gateway retry.
-8965,2024-02-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.445,False,Humidity excursion near finishing booth during coating run.
-8966,2024-02-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.447,False,Thermal ramp exceeded expected warmup curve before shift start.
-8967,2024-02-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.537,False,SCADA backfill inserted two delayed telemetry points.
-8968,2024-02-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.014,False,Compressed air fluctuation introduced pressure noise for two cycles.
-8969,2024-02-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Vibration harmonics broadened during extended production run.
-8970,2024-02-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.791,False,Pressure settled back to nominal after valve reseat.
-8971,2024-02-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.322,False,Air handler maintenance reduced humidity variance on finishing line.
-8972,2024-02-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.088,False,SCADA backfill inserted two delayed telemetry points.
-8973,2024-02-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.902,False,Bearing temperature rising faster than baseline on spindle cell.
-8974,2024-02-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.187,False,Reliability engineer tagged sample window for model retraining.
-8975,2024-02-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.497,False,Quality hold reduced finishing booth activity for one shift.
-8976,2024-02-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.262,False,Operator reported intermittent chatter on machine CNC-04.
-8977,2024-02-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.32,False,Sensor signal clipping observed during startup surge.
-8978,2024-02-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.087,False,Maintenance crew confirmed lubrication interval was missed.
-8979,2024-02-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Humidity baseline improved after seal replacement.
-8980,2024-02-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.923,False,Supervisory alert generated after three consecutive threshold breaches.
-8981,2024-02-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.6,False,Operator reported intermittent chatter on machine CNC-04.
-8982,2024-02-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.076,False,Quality team requested trace review for lot 24-118B.
-8983,2024-02-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.743,False,Condensation warning cleared after dehumidifier ramp-up.
-8984,2024-02-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.79,False,Sensor heartbeat delayed by one interval after gateway retry.
-8985,2024-02-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.447,False,Operator reset acknowledged after red-tag inspection.
-8986,2024-02-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,85.697,False,Anomaly review flagged possible bearing wear progression.
-8987,2024-02-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.319,False,Sensor battery health remains nominal after firmware update.
-8988,2024-02-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,54.517,False,Sensor battery health remains nominal after firmware update.
-8989,2024-02-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.904,False,Humidity readings track seasonal rise across late spring.
-8990,2024-02-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.913,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-8991,2024-02-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.407,False,Maintenance scheduler deferred calibration due to spare shortage.
-8992,2024-02-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.057,False,Supervisory alert generated after three consecutive threshold breaches.
-8993,2024-02-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Machine idle period extended during planned sanitation window.
-8994,2024-02-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.67,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-8995,2024-02-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.45,False,Sensor battery health remains nominal after firmware update.
-8996,2024-02-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.205,False,Temporary gateway failover completed without data loss.
-8997,2024-02-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.363,False,Temporary gateway failover completed without data loss.
-8998,2024-02-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.069,False,Temperature variance narrowed after coolant nozzle cleaning.
-8999,2024-02-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.951,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9000,2024-02-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.612,False,Unbalanced load introduced cyclical pressure ripple.
-9001,2024-02-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.498,False,Hydraulic line pressure oscillation detected under load.
-9002,2024-02-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.95,False,Shift handoff note referenced unusual noise near press enclosure.
-9003,2024-02-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.26,False,Temperature remained elevated during unscheduled overtime run.
-9004,2024-02-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.164,False,Bearing temperature rising faster than baseline on spindle cell.
-9005,2024-02-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Maintenance scheduler deferred calibration due to spare shortage.
-9006,2024-02-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.463,False,Maintenance scheduler deferred calibration due to spare shortage.
-9007,2024-02-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.814,False,Thermal ramp exceeded expected warmup curve before shift start.
-9008,2024-02-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.478,False,Packaging line stop reduced adjacent vibration background.
-9009,2024-02-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.317,False,Maintenance note logged for coupling imbalance inspection.
-9010,2024-02-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.582,False,Vibration burst exceeds envelope during tool change cycle.
-9011,2024-02-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.034,False,Bearing temperature rising faster than baseline on spindle cell.
-9012,2024-02-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.365,False,Packaging line stop reduced adjacent vibration background.
-9013,2024-02-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.007,False,Short-lived packet loss observed at edge gateway gw-02.
-9014,2024-02-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.982,False,Machine throughput increase drove sustained pressure uplift.
-9015,2024-02-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.113,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9016,2024-02-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.263,False,Temperature remained elevated during unscheduled overtime run.
-9017,2024-02-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.581,False,Temperature remained elevated during unscheduled overtime run.
-9018,2024-02-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.175,False,Machine throughput increase drove sustained pressure uplift.
-9019,2024-02-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.446,False,Packaging line stop reduced adjacent vibration background.
-9020,2024-02-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.535,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9021,2024-02-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.472,False,Supervisory alert generated after three consecutive threshold breaches.
-9022,2024-02-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,56.971,False,Temperature remained elevated during unscheduled overtime run.
-9023,2024-02-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.61,False,Night shift startup produced higher than normal vibration floor.
-9024,2024-02-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.564,False,Sensor signal clipping observed during startup surge.
-9025,2024-02-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.748,False,Shift handoff note referenced unusual noise near press enclosure.
-9026,2024-02-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.558,False,Vibration harmonics broadened during extended production run.
-9027,2024-02-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.931,False,Temperature variance narrowed after coolant nozzle cleaning.
-9028,2024-02-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.521,False,Bearing temperature rising faster than baseline on spindle cell.
-9029,2024-02-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.051,False,Temporary gateway failover completed without data loss.
-9030,2024-02-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.648,False,Reliability engineer tagged sample window for model retraining.
-9031,2024-02-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.273,False,Anomaly review flagged possible bearing wear progression.
-9032,2024-02-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.381,False,Calibration check overdue by 11 days for press-line transducer.
-9033,2024-02-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9034,2024-02-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.322,False,Pressure line purge completed before restart authorization.
-9035,2024-02-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Hydraulic line pressure oscillation detected under load.
-9036,2024-02-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.7,False,Night shift startup produced higher than normal vibration floor.
-9037,2024-02-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Temperature variance narrowed after coolant nozzle cleaning.
-9038,2024-02-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.452,False,Shift handoff note referenced unusual noise near press enclosure.
-9039,2024-02-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.195,False,Machine throughput increase drove sustained pressure uplift.
-9040,2024-02-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.104,False,Temperature variance narrowed after coolant nozzle cleaning.
-9041,2024-02-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.635,False,Thermal ramp exceeded expected warmup curve before shift start.
-9042,2024-02-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.055,False,Dust extraction fan offline for 18 minutes on line finishing.
-9043,2024-02-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.706,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9044,2024-02-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.037,False,Packaging line stop reduced adjacent vibration background.
-9045,2024-02-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.928,False,Edge collector replayed buffered events after network recovery.
-9046,2024-02-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.51,False,Humidity excursion near finishing booth during coating run.
-9047,2024-02-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9048,2024-02-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.122,False,Shift handoff note referenced unusual noise near press enclosure.
-9049,2024-02-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.949,False,Warning threshold updated for pilot predictive-maintenance model.
-9050,2024-02-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.777,False,Temperature variance narrowed after coolant nozzle cleaning.
-9051,2024-02-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.08,False,Humidity excursion near finishing booth during coating run.
-9052,2024-02-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.055,False,Temperature remained elevated during unscheduled overtime run.
-9053,2024-02-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.939,False,SCADA backfill inserted two delayed telemetry points.
-9054,2024-02-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.379,False,Coolant loop adjustment reduced chamber temperature spread.
-9055,2024-02-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.086,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9056,2024-02-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.935,False,SCADA backfill inserted two delayed telemetry points.
-9057,2024-02-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.249,False,Sensor heartbeat delayed by one interval after gateway retry.
-9058,2024-02-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.581,False,Machine throughput increase drove sustained pressure uplift.
-9059,2024-02-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.084,False,Pressure line purge completed before restart authorization.
-9060,2024-02-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.397,False,Unbalanced load introduced cyclical pressure ripple.
-9061,2024-02-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.36,False,Warning threshold updated for pilot predictive-maintenance model.
-9062,2024-02-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.445,False,Temporary gateway failover completed without data loss.
-9063,2024-02-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.248,False,Hydraulic line pressure oscillation detected under load.
-9064,2024-02-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.268,False,Pressure peak corresponds to oversized billet batch processing.
-9065,2024-02-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.701,False,Temperature remained elevated during unscheduled overtime run.
-9066,2024-02-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.59,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9067,2024-02-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.505,False,Packaging line stop reduced adjacent vibration background.
-9068,2024-02-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.714,False,Condensation warning cleared after dehumidifier ramp-up.
-9069,2024-02-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.745,False,Maintenance scheduler deferred calibration due to spare shortage.
-9070,2024-02-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.383,False,Bearing temperature rising faster than baseline on spindle cell.
-9071,2024-02-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.397,False,Humidity readings track seasonal rise across late spring.
-9072,2024-02-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.467,False,Maintenance scheduler deferred calibration due to spare shortage.
-9073,2024-02-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.396,False,Hydraulic line pressure oscillation detected under load.
-9074,2024-02-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.487,False,Supervisory alert generated after three consecutive threshold breaches.
-9075,2024-02-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.724,False,Night shift startup produced higher than normal vibration floor.
-9076,2024-02-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.539,False,Pressure line purge completed before restart authorization.
-9077,2024-02-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Machine throughput increase drove sustained pressure uplift.
-9078,2024-02-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.396,False,Machine throughput increase drove sustained pressure uplift.
-9079,2024-02-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.516,False,Coolant loop adjustment reduced chamber temperature spread.
-9080,2024-02-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.68,False,Pressure peak corresponds to oversized billet batch processing.
-9081,2024-02-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.206,False,Telemetry quality flag downgraded during sensor self-test window.
-9082,2024-02-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.815,False,Air handler maintenance reduced humidity variance on finishing line.
-9083,2024-02-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.356,False,Quality hold reduced finishing booth activity for one shift.
-9084,2024-02-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.07,False,Temperature variance narrowed after coolant nozzle cleaning.
-9085,2024-02-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.728,False,Dust extraction fan offline for 18 minutes on line finishing.
-9086,2024-02-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.272,False,Reliability engineer tagged sample window for model retraining.
-9087,2024-02-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.875,False,Dust extraction fan offline for 18 minutes on line finishing.
-9088,2024-02-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.062,False,Operator reset acknowledged after red-tag inspection.
-9089,2024-02-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.547,False,Air handler maintenance reduced humidity variance on finishing line.
-9090,2024-02-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.741,False,Operator reported intermittent chatter on machine CNC-04.
-9091,2024-02-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.603,False,Operator reset acknowledged after red-tag inspection.
-9092,2024-02-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.103,False,Maintenance note logged for coupling imbalance inspection.
-9093,2024-02-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.006,False,Humidity baseline improved after seal replacement.
-9094,2024-02-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.767,False,Shift handoff note referenced unusual noise near press enclosure.
-9095,2024-02-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.151,False,Edge collector replayed buffered events after network recovery.
-9096,2024-02-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.906,False,Supervisory alert generated after three consecutive threshold breaches.
-9097,2024-02-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.205,False,Quality team requested trace review for lot 24-118B.
-9098,2024-02-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.913,False,Hydraulic line pressure oscillation detected under load.
-9099,2024-02-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.146,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9100,2024-02-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,53.519,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9101,2024-02-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.671,False,Night shift startup produced higher than normal vibration floor.
-9102,2024-02-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.997,False,Hydraulic line pressure oscillation detected under load.
-9103,2024-02-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.563,False,Pressure settled back to nominal after valve reseat.
-9104,2024-02-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.718,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9105,2024-02-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.634,False,Vibration harmonics broadened during extended production run.
-9106,2024-02-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.644,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9107,2024-02-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.222,False,Operator reset acknowledged after red-tag inspection.
-9108,2024-02-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.632,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9109,2024-02-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.781,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9110,2024-02-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.835,False,Operator reset acknowledged after red-tag inspection.
-9111,2024-02-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.916,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9112,2024-02-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.316,False,Dust extraction fan offline for 18 minutes on line finishing.
-9113,2024-02-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.622,False,Sensor battery health remains nominal after firmware update.
-9114,2024-02-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.07,False,Dust extraction fan offline for 18 minutes on line finishing.
-9115,2024-02-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.75,False,Sensor battery health remains nominal after firmware update.
-9116,2024-02-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.217,False,Temperature remained elevated during unscheduled overtime run.
-9117,2024-02-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.58,False,Quality team requested trace review for lot 24-118B.
-9118,2024-02-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.522,False,Shift handoff note referenced unusual noise near press enclosure.
-9119,2024-02-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.181,False,Humidity readings track seasonal rise across late spring.
-9120,2024-02-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.739,False,Vibration burst exceeds envelope during tool change cycle.
-9121,2024-02-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.931,False,Quality team requested trace review for lot 24-118B.
-9122,2024-02-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.22,False,Reliability engineer tagged sample window for model retraining.
-9123,2024-02-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Air handler maintenance reduced humidity variance on finishing line.
-9124,2024-02-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.051,False,Shift handoff note referenced unusual noise near press enclosure.
-9125,2024-02-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.051,False,Pressure settled back to nominal after valve reseat.
-9126,2024-02-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.069,False,Bearing temperature rising faster than baseline on spindle cell.
-9127,2024-02-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.347,False,Maintenance scheduler deferred calibration due to spare shortage.
-9128,2024-02-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.72,False,Short-lived packet loss observed at edge gateway gw-02.
-9129,2024-02-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Telemetry quality flag downgraded during sensor self-test window.
-9130,2024-02-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.716,False,Vibration burst exceeds envelope during tool change cycle.
-9131,2024-02-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.967,False,Vibration harmonics broadened during extended production run.
-9132,2024-02-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.352,False,Sensor signal clipping observed during startup surge.
-9133,2024-02-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.79,False,Temperature variance narrowed after coolant nozzle cleaning.
-9134,2024-02-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.714,False,Shift handoff note referenced unusual noise near press enclosure.
-9135,2024-02-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.666,False,Operator reset acknowledged after red-tag inspection.
-9136,2024-02-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.594,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9137,2024-02-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.817,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9138,2024-02-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.826,False,Transient outlier matched forklift impact near cabinet wall.
-9139,2024-02-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.199,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9140,2024-02-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.415,False,Unbalanced load introduced cyclical pressure ripple.
-9141,2024-02-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.239,False,Hydraulic line pressure oscillation detected under load.
-9142,2024-02-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.53,False,Temperature remained elevated during unscheduled overtime run.
-9143,2024-02-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.102,False,Humidity excursion near finishing booth during coating run.
-9144,2024-02-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.201,False,Telemetry quality flag downgraded during sensor self-test window.
-9145,2024-02-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.28,False,Press cycle dwell time lengthened during high-volume batch.
-9146,2024-02-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.899,False,Condensation warning cleared after dehumidifier ramp-up.
-9147,2024-02-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.309,False,Shift handoff note referenced unusual noise near press enclosure.
-9148,2024-02-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.848,False,Quality hold reduced finishing booth activity for one shift.
-9149,2024-02-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.569,False,Pressure settled back to nominal after valve reseat.
-9150,2024-02-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.481,False,Vibration burst exceeds envelope during tool change cycle.
-9151,2024-02-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.125,False,Edge collector replayed buffered events after network recovery.
-9152,2024-02-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.664,False,Bearing temperature rising faster than baseline on spindle cell.
-9153,2024-02-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.438,False,Packaging line stop reduced adjacent vibration background.
-9154,2024-02-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.687,False,Quality team requested trace review for lot 24-118B.
-9155,2024-02-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.188,False,Transient outlier matched forklift impact near cabinet wall.
-9156,2024-02-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.872,False,Quality hold reduced finishing booth activity for one shift.
-9157,2024-02-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.13,False,Edge collector replayed buffered events after network recovery.
-9158,2024-02-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.599,False,Hydraulic line pressure oscillation detected under load.
-9159,2024-02-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.282,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9160,2024-02-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.759,False,Quality hold reduced finishing booth activity for one shift.
-9161,2024-02-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.446,False,Telemetry quality flag downgraded during sensor self-test window.
-9162,2024-02-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.621,False,Unbalanced load introduced cyclical pressure ripple.
-9163,2024-02-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.704,False,Bearing temperature rising faster than baseline on spindle cell.
-9164,2024-02-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.081,False,Hydraulic line pressure oscillation detected under load.
-9165,2024-02-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.181,False,Short-lived packet loss observed at edge gateway gw-02.
-9166,2024-02-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.181,False,Sensor heartbeat delayed by one interval after gateway retry.
-9167,2024-02-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.299,False,Humidity excursion near finishing booth during coating run.
-9168,2024-02-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.344,False,Reliability engineer tagged sample window for model retraining.
-9169,2024-02-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.396,False,Temperature remained elevated during unscheduled overtime run.
-9170,2024-02-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.748,False,Dust extraction fan offline for 18 minutes on line finishing.
-9171,2024-02-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.972,False,Machine throughput increase drove sustained pressure uplift.
-9172,2024-02-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.317,False,Dust extraction fan offline for 18 minutes on line finishing.
-9173,2024-02-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.85,False,Maintenance crew confirmed lubrication interval was missed.
-9174,2024-02-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.956,False,Humidity climbed during dock-door open period in afternoon shift.
-9175,2024-02-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.84,False,SCADA backfill inserted two delayed telemetry points.
-9176,2024-02-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.855,False,Transient outlier matched forklift impact near cabinet wall.
-9177,2024-02-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.568,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9178,2024-02-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.191,False,Night shift startup produced higher than normal vibration floor.
-9179,2024-02-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.193,False,Quality hold reduced finishing booth activity for one shift.
-9180,2024-02-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.381,False,Humidity climbed during dock-door open period in afternoon shift.
-9181,2024-02-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.877,False,Transient outlier matched forklift impact near cabinet wall.
-9182,2024-02-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.809,False,Pressure settled back to nominal after valve reseat.
-9183,2024-02-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.885,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9184,2024-02-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.387,False,Humidity excursion near finishing booth during coating run.
-9185,2024-02-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.383,False,Pressure settled back to nominal after valve reseat.
-9186,2024-02-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.181,False,Sensor heartbeat delayed by one interval after gateway retry.
-9187,2024-02-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.312,False,Operator reset acknowledged after red-tag inspection.
-9188,2024-02-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.996,False,Pressure peak corresponds to oversized billet batch processing.
-9189,2024-02-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9190,2024-02-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.879,False,Machine idle period extended during planned sanitation window.
-9191,2024-02-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.457,False,Sensor heartbeat delayed by one interval after gateway retry.
-9192,2024-02-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.411,False,SCADA backfill inserted two delayed telemetry points.
-9193,2024-02-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.559,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9194,2024-02-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.677,False,Sensor signal clipping observed during startup surge.
-9195,2024-02-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.944,False,Thermal overshoot event coincided with recipe change on furnace.
-9196,2024-02-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.789,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9197,2024-02-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.161,False,Quality hold reduced finishing booth activity for one shift.
-9198,2024-02-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.491,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9199,2024-02-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.391,False,Supervisory alert generated after three consecutive threshold breaches.
-9200,2024-02-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.441,False,Warning threshold updated for pilot predictive-maintenance model.
-9201,2024-02-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.798,False,Condensation warning cleared after dehumidifier ramp-up.
-9202,2024-02-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.282,False,Maintenance scheduler deferred calibration due to spare shortage.
-9203,2024-02-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.619,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9204,2024-02-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.065,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9205,2024-02-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.059,False,Temporary gateway failover completed without data loss.
-9206,2024-02-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.018,False,Supervisory alert generated after three consecutive threshold breaches.
-9207,2024-02-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Warning threshold updated for pilot predictive-maintenance model.
-9208,2024-02-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.656,False,Supervisory alert generated after three consecutive threshold breaches.
-9209,2024-02-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.385,False,Operator reported intermittent chatter on machine CNC-04.
-9210,2024-02-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.662,False,Supervisory alert generated after three consecutive threshold breaches.
-9211,2024-02-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.286,False,Quality hold reduced finishing booth activity for one shift.
-9212,2024-02-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.305,False,Temporary gateway failover completed without data loss.
-9213,2024-02-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.758,False,Condensation warning cleared after dehumidifier ramp-up.
-9214,2024-02-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.369,False,Quality team requested trace review for lot 24-118B.
-9215,2024-02-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.251,False,Telemetry quality flag downgraded during sensor self-test window.
-9216,2024-02-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.565,False,Transient outlier matched forklift impact near cabinet wall.
-9217,2024-02-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.455,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9218,2024-02-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.636,False,Temperature remained elevated during unscheduled overtime run.
-9219,2024-02-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.278,False,Warning threshold updated for pilot predictive-maintenance model.
-9220,2024-02-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.207,False,Maintenance note logged for coupling imbalance inspection.
-9221,2024-02-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.344,False,Unbalanced load introduced cyclical pressure ripple.
-9222,2024-02-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.397,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9223,2024-02-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.699,False,Quality team requested trace review for lot 24-118B.
-9224,2024-02-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.291,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9225,2024-02-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.704,False,Sensor heartbeat delayed by one interval after gateway retry.
-9226,2024-02-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.57,False,Calibration check overdue by 11 days for press-line transducer.
-9227,2024-02-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.298,False,Pressure settled back to nominal after valve reseat.
-9228,2024-02-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.587,False,Pressure peak corresponds to oversized billet batch processing.
-9229,2024-02-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.818,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9230,2024-02-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.7,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9231,2024-02-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.665,False,Calibration check overdue by 11 days for press-line transducer.
-9232,2024-02-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.209,False,Thermal ramp exceeded expected warmup curve before shift start.
-9233,2024-02-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Short-lived packet loss observed at edge gateway gw-02.
-9234,2024-02-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.352,False,Telemetry quality flag downgraded during sensor self-test window.
-9235,2024-02-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.566,False,Vibration harmonics broadened during extended production run.
-9236,2024-02-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.953,False,Humidity baseline improved after seal replacement.
-9237,2024-02-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Quality hold reduced finishing booth activity for one shift.
-9238,2024-02-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.074,False,Thermal ramp exceeded expected warmup curve before shift start.
-9239,2024-02-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.83,False,Temperature remained elevated during unscheduled overtime run.
-9240,2024-02-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.973,False,Edge collector replayed buffered events after network recovery.
-9241,2024-02-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Edge collector replayed buffered events after network recovery.
-9242,2024-02-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.209,False,Short-lived packet loss observed at edge gateway gw-02.
-9243,2024-02-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.78,False,Unbalanced load introduced cyclical pressure ripple.
-9244,2024-02-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.532,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9245,2024-02-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.246,False,Thermal ramp exceeded expected warmup curve before shift start.
-9246,2024-02-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.733,False,Condensation warning cleared after dehumidifier ramp-up.
-9247,2024-02-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.713,False,Sensor heartbeat delayed by one interval after gateway retry.
-9248,2024-02-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.347,False,Sensor enclosure opened for manual calibration verification.
-9249,2024-02-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.189,False,Unbalanced load introduced cyclical pressure ripple.
-9250,2024-02-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.833,False,Quality hold reduced finishing booth activity for one shift.
-9251,2024-02-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.941,False,Pressure peak corresponds to oversized billet batch processing.
-9252,2024-02-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.907,False,Humidity climbed during dock-door open period in afternoon shift.
-9253,2024-02-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.242,False,Maintenance note logged for coupling imbalance inspection.
-9254,2024-02-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.385,False,Pressure settled back to nominal after valve reseat.
-9255,2024-02-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.748,False,Supervisory alert generated after three consecutive threshold breaches.
-9256,2024-02-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.158,False,Warning threshold updated for pilot predictive-maintenance model.
-9257,2024-02-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Supervisory alert generated after three consecutive threshold breaches.
-9258,2024-02-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.896,False,Quality team requested trace review for lot 24-118B.
-9259,2024-02-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.74,False,Vibration harmonics broadened during extended production run.
-9260,2024-02-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.162,False,Maintenance crew confirmed lubrication interval was missed.
-9261,2024-02-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.534,False,Bearing temperature rising faster than baseline on spindle cell.
-9262,2024-02-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.464,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9263,2024-02-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Sensor battery health remains nominal after firmware update.
-9264,2024-02-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.557,False,Air handler maintenance reduced humidity variance on finishing line.
-9265,2024-02-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.377,False,Bearing temperature rising faster than baseline on spindle cell.
-9266,2024-02-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.112,False,Night shift startup produced higher than normal vibration floor.
-9267,2024-02-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.559,False,Pressure settled back to nominal after valve reseat.
-9268,2024-02-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.569,False,Shift handoff note referenced unusual noise near press enclosure.
-9269,2024-02-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.188,False,Sensor heartbeat delayed by one interval after gateway retry.
-9270,2024-02-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.506,False,Sensor heartbeat delayed by one interval after gateway retry.
-9271,2024-02-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.428,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9272,2024-02-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.964,False,Maintenance crew confirmed lubrication interval was missed.
-9273,2024-02-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.769,False,Shift handoff note referenced unusual noise near press enclosure.
-9274,2024-02-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.946,False,Pressure peak corresponds to oversized billet batch processing.
-9275,2024-02-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.444,False,Pressure settled back to nominal after valve reseat.
-9276,2024-02-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.713,False,Press cycle dwell time lengthened during high-volume batch.
-9277,2024-02-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.506,False,Pressure peak corresponds to oversized billet batch processing.
-9278,2024-02-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.632,False,Sensor heartbeat delayed by one interval after gateway retry.
-9279,2024-02-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.587,False,Supervisory alert generated after three consecutive threshold breaches.
-9280,2024-02-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.239,False,Maintenance scheduler deferred calibration due to spare shortage.
-9281,2024-02-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.891,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9282,2024-02-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.77,False,Thermal overshoot event coincided with recipe change on furnace.
-9283,2024-02-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.711,False,Dust extraction fan offline for 18 minutes on line finishing.
-9284,2024-02-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.304,False,Quality team requested trace review for lot 24-118B.
-9285,2024-02-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.139,False,Sensor signal clipping observed during startup surge.
-9286,2024-02-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.126,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9287,2024-02-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.182,False,Sensor battery health remains nominal after firmware update.
-9288,2024-02-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.132,False,Temperature remained elevated during unscheduled overtime run.
-9289,2024-02-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.136,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9290,2024-02-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.377,False,Temperature variance narrowed after coolant nozzle cleaning.
-9291,2024-02-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Short-lived packet loss observed at edge gateway gw-02.
-9292,2024-02-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.724,False,Dust extraction fan offline for 18 minutes on line finishing.
-9293,2024-02-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.679,False,Quality hold reduced finishing booth activity for one shift.
-9294,2024-02-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.834,False,Shift handoff note referenced unusual noise near press enclosure.
-9295,2024-02-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.579,False,Air handler maintenance reduced humidity variance on finishing line.
-9296,2024-02-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.331,False,Warning threshold updated for pilot predictive-maintenance model.
-9297,2024-02-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Calibration check overdue by 11 days for press-line transducer.
-9298,2024-02-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.097,False,Unbalanced load introduced cyclical pressure ripple.
-9299,2024-02-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.805,False,Packaging line stop reduced adjacent vibration background.
-9300,2024-02-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.327,False,Calibration check overdue by 11 days for press-line transducer.
-9301,2024-02-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.919,False,Air handler maintenance reduced humidity variance on finishing line.
-9302,2024-02-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.093,False,Coolant loop adjustment reduced chamber temperature spread.
-9303,2024-02-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.983,False,Coolant loop adjustment reduced chamber temperature spread.
-9304,2024-02-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.324,False,Machine throughput increase drove sustained pressure uplift.
-9305,2024-02-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.481,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9306,2024-02-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.18,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9307,2024-02-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.314,False,Temperature variance narrowed after coolant nozzle cleaning.
-9308,2024-02-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.891,False,Reliability engineer tagged sample window for model retraining.
-9309,2024-02-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.971,False,Supervisory alert generated after three consecutive threshold breaches.
-9310,2024-02-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.237,False,Humidity climbed during dock-door open period in afternoon shift.
-9311,2024-02-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.465,False,Quality team requested trace review for lot 24-118B.
-9312,2024-02-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.414,False,Machine idle period extended during planned sanitation window.
-9313,2024-02-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.715,False,Packaging line stop reduced adjacent vibration background.
-9314,2024-02-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.993,False,Short-lived packet loss observed at edge gateway gw-02.
-9315,2024-02-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.95,False,Edge collector replayed buffered events after network recovery.
-9316,2024-02-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.431,False,Edge collector replayed buffered events after network recovery.
-9317,2024-02-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.678,False,Humidity excursion near finishing booth during coating run.
-9318,2024-02-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.332,False,Air handler maintenance reduced humidity variance on finishing line.
-9319,2024-02-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.943,False,Short-lived packet loss observed at edge gateway gw-02.
-9320,2024-02-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.579,False,Temperature remained elevated during unscheduled overtime run.
-9321,2024-02-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.842,False,Shift handoff note referenced unusual noise near press enclosure.
-9322,2024-02-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.234,False,Reliability engineer tagged sample window for model retraining.
-9323,2024-02-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.968,False,Transient outlier matched forklift impact near cabinet wall.
-9324,2024-02-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.98,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9325,2024-02-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.047,False,Humidity climbed during dock-door open period in afternoon shift.
-9326,2024-02-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.725,False,Coolant loop adjustment reduced chamber temperature spread.
-9327,2024-02-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.152,False,Packaging line stop reduced adjacent vibration background.
-9328,2024-02-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.273,False,Operator reported intermittent chatter on machine CNC-04.
-9329,2024-02-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.156,False,Packaging line stop reduced adjacent vibration background.
-9330,2024-02-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.927,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9331,2024-02-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.112,False,Packaging line stop reduced adjacent vibration background.
-9332,2024-02-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.05,False,Humidity baseline improved after seal replacement.
-9333,2024-02-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.815,False,Humidity excursion near finishing booth during coating run.
-9334,2024-02-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.352,False,Sensor signal clipping observed during startup surge.
-9335,2024-02-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.34,False,Transient outlier matched forklift impact near cabinet wall.
-9336,2024-02-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.684,False,Air handler maintenance reduced humidity variance on finishing line.
-9337,2024-02-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.385,False,Pressure line purge completed before restart authorization.
-9338,2024-02-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.982,False,Pressure peak corresponds to oversized billet batch processing.
-9339,2024-02-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.729,False,Warning threshold updated for pilot predictive-maintenance model.
-9340,2024-02-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.143,False,Humidity readings track seasonal rise across late spring.
-9341,2024-02-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.985,False,Quality team requested trace review for lot 24-118B.
-9342,2024-02-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.361,False,Thermal ramp exceeded expected warmup curve before shift start.
-9343,2024-02-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.061,False,Humidity readings track seasonal rise across late spring.
-9344,2024-02-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.463,False,Anomaly review flagged possible bearing wear progression.
-9345,2024-02-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.486,False,Shift handoff note referenced unusual noise near press enclosure.
-9346,2024-02-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.959,False,Supervisory alert generated after three consecutive threshold breaches.
-9347,2024-02-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.754,False,Vibration harmonics broadened during extended production run.
-9348,2024-02-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.037,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9349,2024-02-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.184,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9350,2024-02-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.721,False,Sensor signal clipping observed during startup surge.
-9351,2024-02-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.198,False,Sensor heartbeat delayed by one interval after gateway retry.
-9352,2024-02-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.856,False,Pressure line purge completed before restart authorization.
-9353,2024-02-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.417,False,Shift handoff note referenced unusual noise near press enclosure.
-9354,2024-02-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.323,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9355,2024-02-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.936,False,Shift handoff note referenced unusual noise near press enclosure.
-9356,2024-02-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.476,False,Thermal overshoot event coincided with recipe change on furnace.
-9357,2024-02-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.166,False,Temporary gateway failover completed without data loss.
-9358,2024-02-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.352,False,Sensor enclosure opened for manual calibration verification.
-9359,2024-02-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.086,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9360,2024-02-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.913,False,Thermal ramp exceeded expected warmup curve before shift start.
-9361,2024-02-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.724,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9362,2024-02-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.399,False,Humidity climbed during dock-door open period in afternoon shift.
-9363,2024-02-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.424,False,Vibration baseline recovered after tool holder replacement.
-9364,2024-02-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.468,False,Sensor enclosure opened for manual calibration verification.
-9365,2024-02-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.618,False,Machine throughput increase drove sustained pressure uplift.
-9366,2024-02-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.659,False,Edge collector replayed buffered events after network recovery.
-9367,2024-02-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.587,False,Machine throughput increase drove sustained pressure uplift.
-9368,2024-02-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.087,False,SCADA backfill inserted two delayed telemetry points.
-9369,2024-02-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.867,False,Supervisory alert generated after three consecutive threshold breaches.
-9370,2024-02-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.887,False,Supervisory alert generated after three consecutive threshold breaches.
-9371,2024-02-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.214,False,Quality hold reduced finishing booth activity for one shift.
-9372,2024-02-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.253,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9373,2024-02-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.495,False,Dust extraction fan offline for 18 minutes on line finishing.
-9374,2024-02-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.549,False,Unbalanced load introduced cyclical pressure ripple.
-9375,2024-02-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.979,False,SCADA backfill inserted two delayed telemetry points.
-9376,2024-02-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.037,False,Supervisory alert generated after three consecutive threshold breaches.
-9377,2024-02-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.681,False,Press cycle dwell time lengthened during high-volume batch.
-9378,2024-02-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.807,False,SCADA backfill inserted two delayed telemetry points.
-9379,2024-02-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.398,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9380,2024-02-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.796,False,Sensor enclosure opened for manual calibration verification.
-9381,2024-02-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.63,False,Supervisory alert generated after three consecutive threshold breaches.
-9382,2024-02-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.31,False,Quality team requested trace review for lot 24-118B.
-9383,2024-02-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Night shift startup produced higher than normal vibration floor.
-9384,2024-02-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.253,False,Sensor signal clipping observed during startup surge.
-9385,2024-02-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.923,False,Maintenance scheduler deferred calibration due to spare shortage.
-9386,2024-02-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.196,False,Press cycle dwell time lengthened during high-volume batch.
-9387,2024-02-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.462,False,Operator reported intermittent chatter on machine CNC-04.
-9388,2024-02-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.992,False,Reliability engineer tagged sample window for model retraining.
-9389,2024-02-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Telemetry quality flag downgraded during sensor self-test window.
-9390,2024-02-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.722,False,Pressure settled back to nominal after valve reseat.
-9391,2024-02-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.264,False,Maintenance scheduler deferred calibration due to spare shortage.
-9392,2024-02-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.96,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9393,2024-02-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.3,False,Edge collector replayed buffered events after network recovery.
-9394,2024-02-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.752,False,Operator reported intermittent chatter on machine CNC-04.
-9395,2024-02-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.239,False,Temperature variance narrowed after coolant nozzle cleaning.
-9396,2024-02-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.558,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9397,2024-02-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.161,False,Coolant loop adjustment reduced chamber temperature spread.
-9398,2024-02-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.311,False,Humidity baseline improved after seal replacement.
-9399,2024-02-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,Transient outlier matched forklift impact near cabinet wall.
-9400,2024-02-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.552,False,Coolant loop adjustment reduced chamber temperature spread.
-9401,2024-02-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.035,False,Pressure settled back to nominal after valve reseat.
-9402,2024-02-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.106,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9403,2024-02-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.058,False,Vibration burst exceeds envelope during tool change cycle.
-9404,2024-02-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.679,False,Short-lived packet loss observed at edge gateway gw-02.
-9405,2024-02-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.453,False,Temperature remained elevated during unscheduled overtime run.
-9406,2024-02-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.521,False,Temperature remained elevated during unscheduled overtime run.
-9407,2024-02-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.764,False,Thermal ramp exceeded expected warmup curve before shift start.
-9408,2024-02-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.787,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9409,2024-02-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.339,False,Unbalanced load introduced cyclical pressure ripple.
-9410,2024-02-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.41,False,Telemetry quality flag downgraded during sensor self-test window.
-9411,2024-02-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.404,False,Coolant loop adjustment reduced chamber temperature spread.
-9412,2024-02-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.095,False,Pressure peak corresponds to oversized billet batch processing.
-9413,2024-02-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.33,False,Quality team requested trace review for lot 24-118B.
-9414,2024-02-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.228,False,Pressure settled back to nominal after valve reseat.
-9415,2024-02-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.453,False,Anomaly review flagged possible bearing wear progression.
-9416,2024-02-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.583,False,Unbalanced load introduced cyclical pressure ripple.
-9417,2024-02-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.664,False,Shift handoff note referenced unusual noise near press enclosure.
-9418,2024-02-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.025,False,Coolant loop adjustment reduced chamber temperature spread.
-9419,2024-02-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.818,False,Coolant loop adjustment reduced chamber temperature spread.
-9420,2024-02-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.766,False,Quality hold reduced finishing booth activity for one shift.
-9421,2024-02-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.972,False,Coolant loop adjustment reduced chamber temperature spread.
-9422,2024-02-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.611,False,Temperature variance narrowed after coolant nozzle cleaning.
-9423,2024-02-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.011,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9424,2024-02-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.886,False,Maintenance scheduler deferred calibration due to spare shortage.
-9425,2024-02-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.24,False,Vibration burst exceeds envelope during tool change cycle.
-9426,2024-02-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.358,False,Short-lived packet loss observed at edge gateway gw-02.
-9427,2024-02-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.272,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9428,2024-02-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.06,False,Humidity excursion near finishing booth during coating run.
-9429,2024-02-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Maintenance crew confirmed lubrication interval was missed.
-9430,2024-02-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.433,False,Warning threshold updated for pilot predictive-maintenance model.
-9431,2024-02-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.585,False,Temporary gateway failover completed without data loss.
-9432,2024-02-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.19,False,Warning threshold updated for pilot predictive-maintenance model.
-9433,2024-02-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.619,False,Edge collector replayed buffered events after network recovery.
-9434,2024-02-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.39,False,Thermal ramp exceeded expected warmup curve before shift start.
-9435,2024-02-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.148,False,Humidity baseline improved after seal replacement.
-9436,2024-02-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.068,False,Sensor battery health remains nominal after firmware update.
-9437,2024-02-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.191,False,Press cycle dwell time lengthened during high-volume batch.
-9438,2024-02-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.56,False,Vibration burst exceeds envelope during tool change cycle.
-9439,2024-02-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.477,False,Dust extraction fan offline for 18 minutes on line finishing.
-9440,2024-02-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.545,False,Packaging line stop reduced adjacent vibration background.
-9441,2024-02-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.011,False,Sensor signal clipping observed during startup surge.
-9442,2024-02-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.595,False,Thermal overshoot event coincided with recipe change on furnace.
-9443,2024-02-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.435,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9444,2024-02-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.386,False,Press cycle dwell time lengthened during high-volume batch.
-9445,2024-02-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Telemetry quality flag downgraded during sensor self-test window.
-9446,2024-02-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.6,False,Machine idle period extended during planned sanitation window.
-9447,2024-02-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.998,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9448,2024-02-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.664,False,Air handler maintenance reduced humidity variance on finishing line.
-9449,2024-02-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.079,False,Vibration harmonics broadened during extended production run.
-9450,2024-02-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.891,False,Temperature variance narrowed after coolant nozzle cleaning.
-9451,2024-02-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.254,False,Quality hold reduced finishing booth activity for one shift.
-9452,2024-02-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.367,False,Sensor heartbeat delayed by one interval after gateway retry.
-9453,2024-02-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.147,False,Vibration burst exceeds envelope during tool change cycle.
-9454,2024-02-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.792,False,Press cycle dwell time lengthened during high-volume batch.
-9455,2024-02-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.455,False,Maintenance crew confirmed lubrication interval was missed.
-9456,2024-02-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.985,False,Bearing temperature rising faster than baseline on spindle cell.
-9457,2024-02-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.726,False,Quality team requested trace review for lot 24-118B.
-9458,2024-02-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.51,False,Quality team requested trace review for lot 24-118B.
-9459,2024-02-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.413,False,Humidity baseline improved after seal replacement.
-9460,2024-02-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.769,False,Shift handoff note referenced unusual noise near press enclosure.
-9461,2024-02-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.95,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9462,2024-02-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.231,False,Warning threshold updated for pilot predictive-maintenance model.
-9463,2024-02-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.002,False,Sensor enclosure opened for manual calibration verification.
-9464,2024-02-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.891,False,SCADA backfill inserted two delayed telemetry points.
-9465,2024-02-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.968,False,Air handler maintenance reduced humidity variance on finishing line.
-9466,2024-02-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.463,False,Bearing temperature rising faster than baseline on spindle cell.
-9467,2024-02-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.136,False,Edge collector replayed buffered events after network recovery.
-9468,2024-02-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.471,False,Vibration burst exceeds envelope during tool change cycle.
-9469,2024-02-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.627,False,Hydraulic line pressure oscillation detected under load.
-9470,2024-02-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.544,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9471,2024-02-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.234,False,Transient outlier matched forklift impact near cabinet wall.
-9472,2024-02-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.051,False,Quality hold reduced finishing booth activity for one shift.
-9473,2024-02-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.289,False,Dust extraction fan offline for 18 minutes on line finishing.
-9474,2024-02-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.739,False,Quality team requested trace review for lot 24-118B.
-9475,2024-02-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.45,False,Shift handoff note referenced unusual noise near press enclosure.
-9476,2024-02-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.923,False,Sensor battery health remains nominal after firmware update.
-9477,2024-02-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.105,False,Condensation warning cleared after dehumidifier ramp-up.
-9478,2024-02-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.25,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9479,2024-02-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.314,False,Shift handoff note referenced unusual noise near press enclosure.
-9480,2024-02-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.623,False,Vibration burst exceeds envelope during tool change cycle.
-9481,2024-02-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.46,False,Air handler maintenance reduced humidity variance on finishing line.
-9482,2024-02-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.017,False,Air handler maintenance reduced humidity variance on finishing line.
-9483,2024-02-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.966,False,Temperature variance narrowed after coolant nozzle cleaning.
-9484,2024-02-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.705,False,Humidity climbed during dock-door open period in afternoon shift.
-9485,2024-02-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.27,False,Air handler maintenance reduced humidity variance on finishing line.
-9486,2024-02-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.625,False,Edge collector replayed buffered events after network recovery.
-9487,2024-02-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.945,False,Dust extraction fan offline for 18 minutes on line finishing.
-9488,2024-02-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.374,False,Sensor battery health remains nominal after firmware update.
-9489,2024-02-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.207,False,Anomaly review flagged possible bearing wear progression.
-9490,2024-02-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.12,False,Temperature variance narrowed after coolant nozzle cleaning.
-9491,2024-02-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.796,False,Humidity excursion near finishing booth during coating run.
-9492,2024-02-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.625,False,Air handler maintenance reduced humidity variance on finishing line.
-9493,2024-02-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Telemetry quality flag downgraded during sensor self-test window.
-9494,2024-02-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.576,False,Coolant loop adjustment reduced chamber temperature spread.
-9495,2024-02-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.035,False,Vibration burst exceeds envelope during tool change cycle.
-9496,2024-02-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.197,False,Operator reported intermittent chatter on machine CNC-04.
-9497,2024-02-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.888,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9498,2024-02-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.117,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9499,2024-02-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.248,False,Humidity baseline improved after seal replacement.
-9500,2024-02-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.849,False,Sensor enclosure opened for manual calibration verification.
-9501,2024-02-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.725,False,Sensor signal clipping observed during startup surge.
-9502,2024-02-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.947,False,Temperature remained elevated during unscheduled overtime run.
-9503,2024-02-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.244,False,Dust extraction fan offline for 18 minutes on line finishing.
-9504,2024-02-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.503,False,Pressure line purge completed before restart authorization.
-9505,2024-02-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.764,False,Supervisory alert generated after three consecutive threshold breaches.
-9506,2024-02-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.467,False,Hydraulic line pressure oscillation detected under load.
-9507,2024-02-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.137,False,Condensation warning cleared after dehumidifier ramp-up.
-9508,2024-02-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.335,False,Shift handoff note referenced unusual noise near press enclosure.
-9509,2024-02-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.788,False,Humidity baseline improved after seal replacement.
-9510,2024-02-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.972,False,Dust extraction fan offline for 18 minutes on line finishing.
-9511,2024-02-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.697,False,Machine idle period extended during planned sanitation window.
-9512,2024-02-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.078,False,Telemetry quality flag downgraded during sensor self-test window.
-9513,2024-02-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.297,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9514,2024-02-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.232,False,Night shift startup produced higher than normal vibration floor.
-9515,2024-02-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.467,False,Unbalanced load introduced cyclical pressure ripple.
-9516,2024-02-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.828,False,Condensation warning cleared after dehumidifier ramp-up.
-9517,2024-02-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.511,False,Humidity excursion near finishing booth during coating run.
-9518,2024-02-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.952,False,Thermal overshoot event coincided with recipe change on furnace.
-9519,2024-02-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.15,False,Maintenance scheduler deferred calibration due to spare shortage.
-9520,2024-02-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.893,False,Condensation warning cleared after dehumidifier ramp-up.
-9521,2024-02-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.454,False,Transient outlier matched forklift impact near cabinet wall.
-9522,2024-02-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.685,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9523,2024-02-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.952,False,Unbalanced load introduced cyclical pressure ripple.
-9524,2024-02-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.892,False,Reliability engineer tagged sample window for model retraining.
-9525,2024-02-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.002,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9526,2024-02-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.33,False,Thermal overshoot event coincided with recipe change on furnace.
-9527,2024-02-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Calibration check overdue by 11 days for press-line transducer.
-9528,2024-02-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.855,False,Maintenance scheduler deferred calibration due to spare shortage.
-9529,2024-02-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.207,False,Sensor heartbeat delayed by one interval after gateway retry.
-9530,2024-02-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.919,False,Thermal ramp exceeded expected warmup curve before shift start.
-9531,2024-02-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Hydraulic line pressure oscillation detected under load.
-9532,2024-02-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.608,False,Transient outlier matched forklift impact near cabinet wall.
-9533,2024-02-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.084,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9534,2024-02-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.791,False,Pressure peak corresponds to oversized billet batch processing.
-9535,2024-02-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.485,False,Thermal overshoot event coincided with recipe change on furnace.
-9536,2024-02-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.792,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9537,2024-02-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.029,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9538,2024-02-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.883,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9539,2024-02-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.718,False,Thermal ramp exceeded expected warmup curve before shift start.
-9540,2024-02-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.663,False,Temporary gateway failover completed without data loss.
-9541,2024-02-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.951,False,Edge collector replayed buffered events after network recovery.
-9542,2024-02-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.536,False,Machine idle period extended during planned sanitation window.
-9543,2024-02-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.95,False,Press cycle dwell time lengthened during high-volume batch.
-9544,2024-02-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.09,False,Temperature variance narrowed after coolant nozzle cleaning.
-9545,2024-02-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Pressure settled back to nominal after valve reseat.
-9546,2024-02-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.211,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9547,2024-02-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.668,False,Warning threshold updated for pilot predictive-maintenance model.
-9548,2024-02-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.149,False,Edge collector replayed buffered events after network recovery.
-9549,2024-02-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.369,False,Transient outlier matched forklift impact near cabinet wall.
-9550,2024-02-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.728,False,Supervisory alert generated after three consecutive threshold breaches.
-9551,2024-02-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.17,False,Operator reset acknowledged after red-tag inspection.
-9552,2024-02-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.939,False,Vibration baseline recovered after tool holder replacement.
-9553,2024-02-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.649,False,Night shift startup produced higher than normal vibration floor.
-9554,2024-02-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.048,False,Humidity baseline improved after seal replacement.
-9555,2024-02-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.521,False,Humidity climbed during dock-door open period in afternoon shift.
-9556,2024-02-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.067,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9557,2024-02-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.177,False,Pressure peak corresponds to oversized billet batch processing.
-9558,2024-02-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.614,False,Machine idle period extended during planned sanitation window.
-9559,2024-02-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.377,False,Quality hold reduced finishing booth activity for one shift.
-9560,2024-02-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.571,False,Coolant loop adjustment reduced chamber temperature spread.
-9561,2024-02-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.089,False,Edge collector replayed buffered events after network recovery.
-9562,2024-02-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,84.144,False,Pressure peak corresponds to oversized billet batch processing.
-9563,2024-02-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.615,False,Sensor enclosure opened for manual calibration verification.
-9564,2024-02-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.895,False,Pressure line purge completed before restart authorization.
-9565,2024-02-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Shift handoff note referenced unusual noise near press enclosure.
-9566,2024-02-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.985,False,Packaging line stop reduced adjacent vibration background.
-9567,2024-02-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.79,False,Press cycle dwell time lengthened during high-volume batch.
-9568,2024-02-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.955,False,Maintenance crew confirmed lubrication interval was missed.
-9569,2024-02-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.561,False,Condensation warning cleared after dehumidifier ramp-up.
-9570,2024-02-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.04,False,Pressure line purge completed before restart authorization.
-9571,2024-02-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.36,False,Sensor battery health remains nominal after firmware update.
-9572,2024-02-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.917,False,Operator reported intermittent chatter on machine CNC-04.
-9573,2024-02-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Humidity readings track seasonal rise across late spring.
-9574,2024-02-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.768,False,Transient outlier matched forklift impact near cabinet wall.
-9575,2024-02-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.829,False,Operator reset acknowledged after red-tag inspection.
-9576,2024-02-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.115,False,Supervisory alert generated after three consecutive threshold breaches.
-9577,2024-02-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.092,False,Humidity climbed during dock-door open period in afternoon shift.
-9578,2024-02-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.917,False,Temperature variance narrowed after coolant nozzle cleaning.
-9579,2024-02-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.931,False,Machine idle period extended during planned sanitation window.
-9580,2024-02-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.126,False,Sensor battery health remains nominal after firmware update.
-9581,2024-02-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.648,False,Temperature variance narrowed after coolant nozzle cleaning.
-9582,2024-02-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.014,False,Press cycle dwell time lengthened during high-volume batch.
-9583,2024-02-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.195,False,Hydraulic line pressure oscillation detected under load.
-9584,2024-02-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.453,False,Shift handoff note referenced unusual noise near press enclosure.
-9585,2024-02-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Short-lived packet loss observed at edge gateway gw-02.
-9586,2024-02-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.098,False,Hydraulic line pressure oscillation detected under load.
-9587,2024-02-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Machine throughput increase drove sustained pressure uplift.
-9588,2024-02-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.112,False,Maintenance crew confirmed lubrication interval was missed.
-9589,2024-02-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.259,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9590,2024-02-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.315,False,Vibration harmonics broadened during extended production run.
-9591,2024-02-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.055,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9592,2024-02-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.286,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9593,2024-02-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.871,False,Press cycle dwell time lengthened during high-volume batch.
-9594,2024-02-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.634,False,Maintenance scheduler deferred calibration due to spare shortage.
-9595,2024-02-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.943,False,Operator reported intermittent chatter on machine CNC-04.
-9596,2024-02-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.555,False,Pressure peak corresponds to oversized billet batch processing.
-9597,2024-02-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.816,False,Bearing temperature rising faster than baseline on spindle cell.
-9598,2024-02-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.404,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9599,2024-02-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.097,False,Coolant loop adjustment reduced chamber temperature spread.
-9600,2024-02-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9601,2024-02-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.137,False,Machine idle period extended during planned sanitation window.
-9602,2024-02-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.796,False,Machine throughput increase drove sustained pressure uplift.
-9603,2024-02-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.526,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9604,2024-02-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.546,False,Sensor signal clipping observed during startup surge.
-9605,2024-02-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Humidity baseline improved after seal replacement.
-9606,2024-02-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.581,False,Hydraulic line pressure oscillation detected under load.
-9607,2024-02-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.739,False,Supervisory alert generated after three consecutive threshold breaches.
-9608,2024-02-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.205,False,Sensor battery health remains nominal after firmware update.
-9609,2024-02-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.428,False,Maintenance note logged for coupling imbalance inspection.
-9610,2024-02-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.553,False,Maintenance crew confirmed lubrication interval was missed.
-9611,2024-02-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.949,False,Shift handoff note referenced unusual noise near press enclosure.
-9612,2024-02-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.931,False,Press cycle dwell time lengthened during high-volume batch.
-9613,2024-02-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Sensor signal clipping observed during startup surge.
-9614,2024-02-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.147,False,Anomaly review flagged possible bearing wear progression.
-9615,2024-02-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.421,False,Air handler maintenance reduced humidity variance on finishing line.
-9616,2024-02-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.98,False,Vibration harmonics broadened during extended production run.
-9617,2024-02-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Packaging line stop reduced adjacent vibration background.
-9618,2024-02-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.71,False,Machine idle period extended during planned sanitation window.
-9619,2024-02-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.239,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9620,2024-02-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.183,False,Vibration harmonics broadened during extended production run.
-9621,2024-02-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.303,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9622,2024-02-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.678,False,Edge collector replayed buffered events after network recovery.
-9623,2024-02-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.822,False,Sensor signal clipping observed during startup surge.
-9624,2024-02-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.625,False,Edge collector replayed buffered events after network recovery.
-9625,2024-02-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.228,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9626,2024-02-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.094,False,Sensor heartbeat delayed by one interval after gateway retry.
-9627,2024-02-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.432,False,Temporary gateway failover completed without data loss.
-9628,2024-02-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.302,False,Shift handoff note referenced unusual noise near press enclosure.
-9629,2024-02-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.905,False,Quality hold reduced finishing booth activity for one shift.
-9630,2024-02-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.594,False,Thermal ramp exceeded expected warmup curve before shift start.
-9631,2024-02-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.617,False,Quality hold reduced finishing booth activity for one shift.
-9632,2024-02-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.284,False,Vibration harmonics broadened during extended production run.
-9633,2024-02-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Calibration check overdue by 11 days for press-line transducer.
-9634,2024-02-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.504,False,Temporary gateway failover completed without data loss.
-9635,2024-02-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.086,False,Sensor heartbeat delayed by one interval after gateway retry.
-9636,2024-02-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.071,False,Humidity baseline improved after seal replacement.
-9637,2024-02-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.183,False,Quality hold reduced finishing booth activity for one shift.
-9638,2024-02-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.533,False,Sensor enclosure opened for manual calibration verification.
-9639,2024-02-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.033,False,Transient outlier matched forklift impact near cabinet wall.
-9640,2024-02-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.577,False,Unbalanced load introduced cyclical pressure ripple.
-9641,2024-02-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.047,False,Humidity excursion near finishing booth during coating run.
-9642,2024-02-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.342,False,Humidity climbed during dock-door open period in afternoon shift.
-9643,2024-02-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.691,False,Maintenance scheduler deferred calibration due to spare shortage.
-9644,2024-02-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.146,False,Humidity climbed during dock-door open period in afternoon shift.
-9645,2024-02-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.873,False,Humidity excursion near finishing booth during coating run.
-9646,2024-02-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.89,False,Packaging line stop reduced adjacent vibration background.
-9647,2024-02-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.811,False,Temperature remained elevated during unscheduled overtime run.
-9648,2024-02-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.366,False,Coolant loop adjustment reduced chamber temperature spread.
-9649,2024-02-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.283,False,Vibration burst exceeds envelope during tool change cycle.
-9650,2024-02-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.816,False,Maintenance scheduler deferred calibration due to spare shortage.
-9651,2024-02-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.207,False,Thermal overshoot event coincided with recipe change on furnace.
-9652,2024-02-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.331,False,Dust extraction fan offline for 18 minutes on line finishing.
-9653,2024-02-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Reliability engineer tagged sample window for model retraining.
-9654,2024-02-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.213,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9655,2024-02-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.921,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9656,2024-02-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.967,False,Humidity climbed during dock-door open period in afternoon shift.
-9657,2024-02-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Humidity readings track seasonal rise across late spring.
-9658,2024-02-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.463,False,Vibration baseline recovered after tool holder replacement.
-9659,2024-02-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.563,False,Hydraulic line pressure oscillation detected under load.
-9660,2024-02-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.159,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9661,2024-02-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.715,False,Machine throughput increase drove sustained pressure uplift.
-9662,2024-02-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.021,False,Pressure peak corresponds to oversized billet batch processing.
-9663,2024-02-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.798,False,Machine idle period extended during planned sanitation window.
-9664,2024-02-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.88,False,Temporary gateway failover completed without data loss.
-9665,2024-02-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.507,False,Unbalanced load introduced cyclical pressure ripple.
-9666,2024-02-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.741,False,Edge collector replayed buffered events after network recovery.
-9667,2024-02-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.716,False,Vibration baseline recovered after tool holder replacement.
-9668,2024-02-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,47.54,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9669,2024-02-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.113,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9670,2024-02-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.836,False,Thermal overshoot event coincided with recipe change on furnace.
-9671,2024-02-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.734,False,Coolant loop adjustment reduced chamber temperature spread.
-9672,2024-02-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.17,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9673,2024-02-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.46,False,Sensor heartbeat delayed by one interval after gateway retry.
-9674,2024-02-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.053,False,Quality hold reduced finishing booth activity for one shift.
-9675,2024-02-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.79,False,Bearing temperature rising faster than baseline on spindle cell.
-9676,2024-02-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.269,False,Unbalanced load introduced cyclical pressure ripple.
-9677,2024-02-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.343,False,Quality team requested trace review for lot 24-118B.
-9678,2024-02-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.889,False,Maintenance note logged for coupling imbalance inspection.
-9679,2024-02-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.735,False,Telemetry quality flag downgraded during sensor self-test window.
-9680,2024-02-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.526,False,Condensation warning cleared after dehumidifier ramp-up.
-9681,2024-02-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.659,False,Vibration baseline recovered after tool holder replacement.
-9682,2024-02-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.443,False,Dust extraction fan offline for 18 minutes on line finishing.
-9683,2024-02-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.288,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9684,2024-02-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.502,False,Packaging line stop reduced adjacent vibration background.
-9685,2024-02-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.834,False,Hydraulic line pressure oscillation detected under load.
-9686,2024-02-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.258,False,Short-lived packet loss observed at edge gateway gw-02.
-9687,2024-02-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.327,False,Machine idle period extended during planned sanitation window.
-9688,2024-02-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.097,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9689,2024-02-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.303,False,Humidity excursion near finishing booth during coating run.
-9690,2024-02-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.78,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9691,2024-02-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.902,False,Condensation warning cleared after dehumidifier ramp-up.
-9692,2024-02-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.265,False,Calibration check overdue by 11 days for press-line transducer.
-9693,2024-02-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.724,False,Quality team requested trace review for lot 24-118B.
-9694,2024-02-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.298,False,Coolant loop adjustment reduced chamber temperature spread.
-9695,2024-02-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.696,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9696,2024-02-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.414,False,Vibration harmonics broadened during extended production run.
-9697,2024-02-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.609,False,Press cycle dwell time lengthened during high-volume batch.
-9698,2024-02-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.033,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9699,2024-02-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Pressure settled back to nominal after valve reseat.
-9700,2024-02-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.74,False,Humidity excursion near finishing booth during coating run.
-9701,2024-02-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.83,False,Telemetry quality flag downgraded during sensor self-test window.
-9702,2024-02-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.367,False,Packaging line stop reduced adjacent vibration background.
-9703,2024-02-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.038,False,Sensor signal clipping observed during startup surge.
-9704,2024-02-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.911,False,Thermal ramp exceeded expected warmup curve before shift start.
-9705,2024-02-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.034,False,Pressure peak corresponds to oversized billet batch processing.
-9706,2024-02-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.055,False,Night shift startup produced higher than normal vibration floor.
-9707,2024-02-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.487,False,Pressure peak corresponds to oversized billet batch processing.
-9708,2024-02-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.877,False,Humidity readings track seasonal rise across late spring.
-9709,2024-02-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Bearing temperature rising faster than baseline on spindle cell.
-9710,2024-02-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.241,False,Quality hold reduced finishing booth activity for one shift.
-9711,2024-02-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.237,False,Anomaly review flagged possible bearing wear progression.
-9712,2024-02-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.602,False,Unbalanced load introduced cyclical pressure ripple.
-9713,2024-02-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.193,False,Supervisory alert generated after three consecutive threshold breaches.
-9714,2024-02-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.833,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9715,2024-02-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.597,False,Humidity excursion near finishing booth during coating run.
-9716,2024-02-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.188,False,Bearing temperature rising faster than baseline on spindle cell.
-9717,2024-02-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.0,False,Operator reset acknowledged after red-tag inspection.
-9718,2024-02-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.469,False,Machine idle period extended during planned sanitation window.
-9719,2024-02-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.437,False,Humidity climbed during dock-door open period in afternoon shift.
-9720,2024-02-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.223,False,Temperature remained elevated during unscheduled overtime run.
-9721,2024-02-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.819,False,Calibration check overdue by 11 days for press-line transducer.
-9722,2024-02-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.938,False,Short-lived packet loss observed at edge gateway gw-02.
-9723,2024-02-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.812,False,Short-lived packet loss observed at edge gateway gw-02.
-9724,2024-02-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.101,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9725,2024-02-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.848,False,Operator reset acknowledged after red-tag inspection.
-9726,2024-02-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.903,False,Thermal overshoot event coincided with recipe change on furnace.
-9727,2024-02-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.108,False,Machine idle period extended during planned sanitation window.
-9728,2024-02-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.546,False,Temperature variance narrowed after coolant nozzle cleaning.
-9729,2024-02-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.87,False,Sensor signal clipping observed during startup surge.
-9730,2024-02-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.369,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9731,2024-02-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.432,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9732,2024-02-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.363,False,Supervisory alert generated after three consecutive threshold breaches.
-9733,2024-02-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.203,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9734,2024-02-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.721,False,Operator reported intermittent chatter on machine CNC-04.
-9735,2024-02-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.329,False,Machine idle period extended during planned sanitation window.
-9736,2024-02-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.109,False,Humidity baseline improved after seal replacement.
-9737,2024-02-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.96,False,Temperature variance narrowed after coolant nozzle cleaning.
-9738,2024-02-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.778,False,Machine idle period extended during planned sanitation window.
-9739,2024-02-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.981,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9740,2024-02-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.538,False,Bearing temperature rising faster than baseline on spindle cell.
-9741,2024-02-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.093,False,Coolant loop adjustment reduced chamber temperature spread.
-9742,2024-02-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.547,False,Short-lived packet loss observed at edge gateway gw-02.
-9743,2024-02-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Machine throughput increase drove sustained pressure uplift.
-9744,2024-02-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.68,False,Operator reset acknowledged after red-tag inspection.
-9745,2024-02-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.594,False,Humidity readings track seasonal rise across late spring.
-9746,2024-02-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.167,False,Vibration harmonics broadened during extended production run.
-9747,2024-02-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.941,False,Night shift startup produced higher than normal vibration floor.
-9748,2024-02-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.415,False,Vibration burst exceeds envelope during tool change cycle.
-9749,2024-02-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.772,False,SCADA backfill inserted two delayed telemetry points.
-9750,2024-02-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.545,False,Vibration burst exceeds envelope during tool change cycle.
-9751,2024-02-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.833,False,Condensation warning cleared after dehumidifier ramp-up.
-9752,2024-02-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.546,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9753,2024-02-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.423,False,Humidity readings track seasonal rise across late spring.
-9754,2024-02-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.739,False,Humidity readings track seasonal rise across late spring.
-9755,2024-02-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.685,False,Condensation warning cleared after dehumidifier ramp-up.
-9756,2024-02-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.716,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9757,2024-02-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.211,False,Transient outlier matched forklift impact near cabinet wall.
-9758,2024-02-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.868,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9759,2024-02-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.041,False,Shift handoff note referenced unusual noise near press enclosure.
-9760,2024-02-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.141,False,Maintenance note logged for coupling imbalance inspection.
-9761,2024-02-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.82,False,Pressure line purge completed before restart authorization.
-9762,2024-02-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.822,False,Humidity excursion near finishing booth during coating run.
-9763,2024-02-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.299,False,Maintenance note logged for coupling imbalance inspection.
-9764,2024-02-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.114,False,Maintenance scheduler deferred calibration due to spare shortage.
-9765,2024-02-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.058,False,Machine throughput increase drove sustained pressure uplift.
-9766,2024-02-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.572,False,Thermal overshoot event coincided with recipe change on furnace.
-9767,2024-02-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.79,False,Thermal ramp exceeded expected warmup curve before shift start.
-9768,2024-02-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.606,False,Operator reported intermittent chatter on machine CNC-04.
-9769,2024-02-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.917,False,Quality team requested trace review for lot 24-118B.
-9770,2024-02-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.102,False,Transient outlier matched forklift impact near cabinet wall.
-9771,2024-02-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.95,False,Pressure line purge completed before restart authorization.
-9772,2024-02-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.438,False,Calibration check overdue by 11 days for press-line transducer.
-9773,2024-02-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.938,False,Humidity readings track seasonal rise across late spring.
-9774,2024-02-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.605,False,Maintenance note logged for coupling imbalance inspection.
-9775,2024-02-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.133,False,Quality team requested trace review for lot 24-118B.
-9776,2024-02-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.663,False,Edge collector replayed buffered events after network recovery.
-9777,2024-02-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Sensor signal clipping observed during startup surge.
-9778,2024-02-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.785,False,Humidity readings track seasonal rise across late spring.
-9779,2024-02-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.201,False,Maintenance scheduler deferred calibration due to spare shortage.
-9780,2024-02-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.498,False,Condensation warning cleared after dehumidifier ramp-up.
-9781,2024-02-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.593,False,Unbalanced load introduced cyclical pressure ripple.
-9782,2024-02-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.235,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9783,2024-02-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.672,False,Temperature remained elevated during unscheduled overtime run.
-9784,2024-02-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.36,False,Reliability engineer tagged sample window for model retraining.
-9785,2024-02-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.669,False,Humidity climbed during dock-door open period in afternoon shift.
-9786,2024-02-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.716,False,Sensor signal clipping observed during startup surge.
-9787,2024-02-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.337,False,Warning threshold updated for pilot predictive-maintenance model.
-9788,2024-02-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.304,False,Dust extraction fan offline for 18 minutes on line finishing.
-9789,2024-02-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.313,False,Maintenance note logged for coupling imbalance inspection.
-9790,2024-02-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.477,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9791,2024-02-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.768,False,Thermal ramp exceeded expected warmup curve before shift start.
-9792,2024-02-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.755,False,Unbalanced load introduced cyclical pressure ripple.
-9793,2024-02-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Calibration check overdue by 11 days for press-line transducer.
-9794,2024-02-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.795,False,Condensation warning cleared after dehumidifier ramp-up.
-9795,2024-02-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.907,False,Operator reported intermittent chatter on machine CNC-04.
-9796,2024-02-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.105,False,Temporary gateway failover completed without data loss.
-9797,2024-02-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.059,False,Operator reported intermittent chatter on machine CNC-04.
-9798,2024-02-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.29,False,Press cycle dwell time lengthened during high-volume batch.
-9799,2024-02-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.144,False,Coolant loop adjustment reduced chamber temperature spread.
-9800,2024-02-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.813,False,Reliability engineer tagged sample window for model retraining.
-9801,2024-02-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.472,False,Pressure line purge completed before restart authorization.
-9802,2024-02-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.583,False,Machine throughput increase drove sustained pressure uplift.
-9803,2024-02-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.255,False,Warning threshold updated for pilot predictive-maintenance model.
-9804,2024-02-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.471,False,Sensor signal clipping observed during startup surge.
-9805,2024-02-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.642,False,Sensor enclosure opened for manual calibration verification.
-9806,2024-02-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.673,False,Hydraulic line pressure oscillation detected under load.
-9807,2024-02-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.128,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9808,2024-02-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.442,False,Pressure line purge completed before restart authorization.
-9809,2024-02-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.393,False,Quality team requested trace review for lot 24-118B.
-9810,2024-02-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.339,False,Sensor signal clipping observed during startup surge.
-9811,2024-02-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.876,False,Warning threshold updated for pilot predictive-maintenance model.
-9812,2024-02-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.756,False,Humidity climbed during dock-door open period in afternoon shift.
-9813,2024-02-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.487,False,Maintenance crew confirmed lubrication interval was missed.
-9814,2024-02-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.534,False,Sensor enclosure opened for manual calibration verification.
-9815,2024-02-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.887,False,Warning threshold updated for pilot predictive-maintenance model.
-9816,2024-02-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.836,False,Machine idle period extended during planned sanitation window.
-9817,2024-02-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.757,False,Machine throughput increase drove sustained pressure uplift.
-9818,2024-02-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.879,False,Bearing temperature rising faster than baseline on spindle cell.
-9819,2024-02-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.1,False,Sensor heartbeat delayed by one interval after gateway retry.
-9820,2024-02-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.579,False,Humidity climbed during dock-door open period in afternoon shift.
-9821,2024-02-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.727,False,Pressure peak corresponds to oversized billet batch processing.
-9822,2024-02-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.179,False,Humidity excursion near finishing booth during coating run.
-9823,2024-02-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.847,False,Sensor enclosure opened for manual calibration verification.
-9824,2024-02-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.555,False,Pressure line purge completed before restart authorization.
-9825,2024-02-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.436,False,SCADA backfill inserted two delayed telemetry points.
-9826,2024-02-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.611,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9827,2024-02-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.86,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9828,2024-02-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.834,False,Humidity baseline improved after seal replacement.
-9829,2024-02-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.973,False,Edge collector replayed buffered events after network recovery.
-9830,2024-02-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.707,False,Press cycle dwell time lengthened during high-volume batch.
-9831,2024-02-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.411,False,Coolant loop adjustment reduced chamber temperature spread.
-9832,2024-02-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.254,False,Sensor heartbeat delayed by one interval after gateway retry.
-9833,2024-02-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.58,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9834,2024-02-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.879,False,Transient outlier matched forklift impact near cabinet wall.
-9835,2024-02-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.693,False,SCADA backfill inserted two delayed telemetry points.
-9836,2024-02-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.581,False,Humidity readings track seasonal rise across late spring.
-9837,2024-02-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Humidity excursion near finishing booth during coating run.
-9838,2024-02-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.778,False,Calibration check overdue by 11 days for press-line transducer.
-9839,2024-02-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.095,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9840,2024-02-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.89,False,Maintenance note logged for coupling imbalance inspection.
-9841,2024-02-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Humidity excursion near finishing booth during coating run.
-9842,2024-02-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.191,False,Press cycle dwell time lengthened during high-volume batch.
-9843,2024-02-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.769,False,Anomaly review flagged possible bearing wear progression.
-9844,2024-02-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.21,False,SCADA backfill inserted two delayed telemetry points.
-9845,2024-02-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.934,False,Warning threshold updated for pilot predictive-maintenance model.
-9846,2024-02-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.326,False,Night shift startup produced higher than normal vibration floor.
-9847,2024-02-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.808,False,Thermal overshoot event coincided with recipe change on furnace.
-9848,2024-02-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.249,False,Pressure settled back to nominal after valve reseat.
-9849,2024-02-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.908,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9850,2024-02-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.782,False,Temperature variance narrowed after coolant nozzle cleaning.
-9851,2024-02-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.099,False,Sensor signal clipping observed during startup surge.
-9852,2024-02-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.902,False,Coolant loop adjustment reduced chamber temperature spread.
-9853,2024-02-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.211,False,Hydraulic line pressure oscillation detected under load.
-9854,2024-02-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.721,False,Hydraulic line pressure oscillation detected under load.
-9855,2024-02-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Machine idle period extended during planned sanitation window.
-9856,2024-02-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.51,False,Transient outlier matched forklift impact near cabinet wall.
-9857,2024-02-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Condensation warning cleared after dehumidifier ramp-up.
-9858,2024-02-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.098,False,Thermal ramp exceeded expected warmup curve before shift start.
-9859,2024-02-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.394,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9860,2024-02-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.097,False,Press cycle dwell time lengthened during high-volume batch.
-9861,2024-02-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.317,False,Pressure line purge completed before restart authorization.
-9862,2024-02-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.086,False,Humidity climbed during dock-door open period in afternoon shift.
-9863,2024-02-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.025,False,Transient outlier matched forklift impact near cabinet wall.
-9864,2024-02-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.038,False,Vibration burst exceeds envelope during tool change cycle.
-9865,2024-02-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.412,False,Humidity excursion near finishing booth during coating run.
-9866,2024-02-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.959,False,Supervisory alert generated after three consecutive threshold breaches.
-9867,2024-02-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.242,False,Pressure peak corresponds to oversized billet batch processing.
-9868,2024-02-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.923,False,Vibration harmonics broadened during extended production run.
-9869,2024-02-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.885,False,Calibration check overdue by 11 days for press-line transducer.
-9870,2024-02-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.169,False,Anomaly review flagged possible bearing wear progression.
-9871,2024-02-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.574,False,Vibration burst exceeds envelope during tool change cycle.
-9872,2024-02-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.606,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9873,2024-02-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.483,False,Vibration burst exceeds envelope during tool change cycle.
-9874,2024-02-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.712,False,Hydraulic line pressure oscillation detected under load.
-9875,2024-02-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.453,False,Telemetry quality flag downgraded during sensor self-test window.
-9876,2024-02-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.695,False,Temperature remained elevated during unscheduled overtime run.
-9877,2024-02-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Temperature remained elevated during unscheduled overtime run.
-9878,2024-02-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.719,False,Vibration harmonics broadened during extended production run.
-9879,2024-02-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.4,False,Press cycle dwell time lengthened during high-volume batch.
-9880,2024-02-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.378,False,Pressure peak corresponds to oversized billet batch processing.
-9881,2024-02-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.641,False,Supervisory alert generated after three consecutive threshold breaches.
-9882,2024-02-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.359,False,Short-lived packet loss observed at edge gateway gw-02.
-9883,2024-02-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.053,False,Sensor signal clipping observed during startup surge.
-9884,2024-02-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.443,False,Bearing temperature rising faster than baseline on spindle cell.
-9885,2024-02-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.478,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9886,2024-02-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.279,False,Humidity excursion near finishing booth during coating run.
-9887,2024-02-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.67,False,Condensation warning cleared after dehumidifier ramp-up.
-9888,2024-02-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.717,False,Pressure settled back to nominal after valve reseat.
-9889,2024-02-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.16,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9890,2024-02-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.21,False,Edge collector replayed buffered events after network recovery.
-9891,2024-02-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.025,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9892,2024-02-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.14,False,Packaging line stop reduced adjacent vibration background.
-9893,2024-02-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.771,False,Pressure line purge completed before restart authorization.
-9894,2024-02-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.849,False,Night shift startup produced higher than normal vibration floor.
-9895,2024-02-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.002,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9896,2024-02-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.292,False,Pressure line purge completed before restart authorization.
-9897,2024-02-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.131,False,Warning threshold updated for pilot predictive-maintenance model.
-9898,2024-02-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.516,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9899,2024-02-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.229,False,Operator reset acknowledged after red-tag inspection.
-9900,2024-02-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.181,False,Humidity readings track seasonal rise across late spring.
-9901,2024-02-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.331,False,Hydraulic line pressure oscillation detected under load.
-9902,2024-02-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.279,False,Press cycle dwell time lengthened during high-volume batch.
-9903,2024-02-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.193,False,Pressure line purge completed before restart authorization.
-9904,2024-02-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.872,False,SCADA backfill inserted two delayed telemetry points.
-9905,2024-02-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.232,False,Pressure settled back to nominal after valve reseat.
-9906,2024-02-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.875,False,Warning threshold updated for pilot predictive-maintenance model.
-9907,2024-02-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Reliability engineer tagged sample window for model retraining.
-9908,2024-02-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.831,False,Vibration harmonics broadened during extended production run.
-9909,2024-02-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.271,False,Reliability engineer tagged sample window for model retraining.
-9910,2024-02-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.259,False,Short-lived packet loss observed at edge gateway gw-02.
-9911,2024-02-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.127,False,Coolant loop adjustment reduced chamber temperature spread.
-9912,2024-02-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.709,False,Reliability engineer tagged sample window for model retraining.
-9913,2024-02-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.46,False,Press cycle dwell time lengthened during high-volume batch.
-9914,2024-02-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.006,False,Condensation warning cleared after dehumidifier ramp-up.
-9915,2024-02-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.357,False,Maintenance scheduler deferred calibration due to spare shortage.
-9916,2024-02-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.622,False,Coolant loop adjustment reduced chamber temperature spread.
-9917,2024-02-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.919,False,Quality hold reduced finishing booth activity for one shift.
-9918,2024-02-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.374,False,Maintenance note logged for coupling imbalance inspection.
-9919,2024-02-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.536,False,Shift handoff note referenced unusual noise near press enclosure.
-9920,2024-02-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.915,False,Shift handoff note referenced unusual noise near press enclosure.
-9921,2024-02-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.256,False,Temporary gateway failover completed without data loss.
-9922,2024-02-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.896,False,Thermal ramp exceeded expected warmup curve before shift start.
-9923,2024-02-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.554,False,Operator reset acknowledged after red-tag inspection.
-9924,2024-02-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.435,False,SCADA backfill inserted two delayed telemetry points.
-9925,2024-02-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Maintenance scheduler deferred calibration due to spare shortage.
-9926,2024-02-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.209,False,Sensor battery health remains nominal after firmware update.
-9927,2024-02-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.316,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9928,2024-02-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.507,False,Bearing temperature rising faster than baseline on spindle cell.
-9929,2024-02-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,Operator reported intermittent chatter on machine CNC-04.
-9930,2024-02-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.047,False,Sensor enclosure opened for manual calibration verification.
-9931,2024-02-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.727,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9932,2024-02-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.968,False,Coolant loop adjustment reduced chamber temperature spread.
-9933,2024-02-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.362,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9934,2024-02-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.607,False,Humidity climbed during dock-door open period in afternoon shift.
-9935,2024-02-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.23,False,Temporary gateway failover completed without data loss.
-9936,2024-02-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.784,False,Operator reported intermittent chatter on machine CNC-04.
-9937,2024-02-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.388,False,Maintenance crew confirmed lubrication interval was missed.
-9938,2024-02-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.596,False,Ambient temperature stabilized after HVAC stage-two engagement.
-9939,2024-02-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.416,False,Supervisory alert generated after three consecutive threshold breaches.
-9940,2024-02-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.235,False,Operator reported intermittent chatter on machine CNC-04.
-9941,2024-02-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.461,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-9942,2024-02-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.102,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9943,2024-02-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.681,False,Supervisory alert generated after three consecutive threshold breaches.
-9944,2024-02-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.751,False,Machine idle period extended during planned sanitation window.
-9945,2024-02-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.049,False,Temporary gateway failover completed without data loss.
-9946,2024-02-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.01,False,Operator reported intermittent chatter on machine CNC-04.
-9947,2024-02-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.688,False,Reliability engineer tagged sample window for model retraining.
-9948,2024-02-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.379,False,Maintenance crew confirmed lubrication interval was missed.
-9949,2024-02-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.46,False,Maintenance note logged for coupling imbalance inspection.
-9950,2024-02-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.197,False,Maintenance note logged for coupling imbalance inspection.
-9951,2024-02-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.065,False,Telemetry quality flag downgraded during sensor self-test window.
-9952,2024-02-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,52.302,False,Vibration burst exceeds envelope during tool change cycle.
-9953,2024-02-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.519,False,Sensor signal clipping observed during startup surge.
-9954,2024-02-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.296,False,Operator reset acknowledged after red-tag inspection.
-9955,2024-02-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Vibration harmonics broadened during extended production run.
-9956,2024-02-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.652,False,Sensor heartbeat delayed by one interval after gateway retry.
-9957,2024-02-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.8,False,Temperature variance narrowed after coolant nozzle cleaning.
-9958,2024-02-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.37,False,Maintenance scheduler deferred calibration due to spare shortage.
-9959,2024-02-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.61,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9960,2024-02-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.754,False,Thermal ramp exceeded expected warmup curve before shift start.
-9961,2024-02-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.344,False,Shift handoff note referenced unusual noise near press enclosure.
-9962,2024-02-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.244,False,Telemetry quality flag downgraded during sensor self-test window.
-9963,2024-02-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.082,False,Maintenance note logged for coupling imbalance inspection.
-9964,2024-02-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.905,False,Supervisory alert generated after three consecutive threshold breaches.
-9965,2024-02-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.586,False,Humidity baseline improved after seal replacement.
-9966,2024-02-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.48,False,Transient outlier matched forklift impact near cabinet wall.
-9967,2024-02-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.334,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9968,2024-02-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.834,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9969,2024-02-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.929,False,Maintenance note logged for coupling imbalance inspection.
-9970,2024-02-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.81,False,Hydraulic line pressure oscillation detected under load.
-9971,2024-02-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.7,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9972,2024-02-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.588,False,Sensor 3 drift suspected after cross-check with manual gauge.
-9973,2024-02-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.565,False,Maintenance scheduler deferred calibration due to spare shortage.
-9974,2024-02-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.43,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9975,2024-02-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.978,False,Heat-treat furnace door cycling increased localized temperature spikes.
-9976,2024-02-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.634,False,Maintenance crew confirmed lubrication interval was missed.
-9977,2024-02-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.334,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-9978,2024-02-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.995,False,Machine throughput increase drove sustained pressure uplift.
-9979,2024-02-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.869,False,Pressure peak corresponds to oversized billet batch processing.
-9980,2024-02-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.086,False,Calibration check overdue by 11 days for press-line transducer.
-9981,2024-02-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.759,False,Transient outlier matched forklift impact near cabinet wall.
-9982,2024-02-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.423,False,Operator reported intermittent chatter on machine CNC-04.
-9983,2024-02-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.783,False,Bearing temperature rising faster than baseline on spindle cell.
-9984,2024-02-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.742,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9985,2024-02-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.994,False,Packaging line stop reduced adjacent vibration background.
-9986,2024-02-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.853,False,Vibration baseline recovered after tool holder replacement.
-9987,2024-02-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.393,False,Compressed air fluctuation introduced pressure noise for two cycles.
-9988,2024-02-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.311,False,Unbalanced load introduced cyclical pressure ripple.
-9989,2024-02-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.786,False,Thermal ramp exceeded expected warmup curve before shift start.
-9990,2024-02-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.255,False,Sensor enclosure opened for manual calibration verification.
-9991,2024-02-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.879,False,Operator reset acknowledged after red-tag inspection.
-9992,2024-02-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.707,False,Quality hold reduced finishing booth activity for one shift.
-9993,2024-02-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.193,False,Operator reset acknowledged after red-tag inspection.
-9994,2024-02-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.476,False,Press cycle dwell time lengthened during high-volume batch.
-9995,2024-02-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.825,False,Dust extraction fan offline for 18 minutes on line finishing.
-9996,2024-02-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.064,False,Sensor signal clipping observed during startup surge.
-9997,2024-02-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.458,False,Hydraulic line pressure oscillation detected under load.
-9998,2024-02-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.57,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-9999,2024-02-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Temperature remained elevated during unscheduled overtime run.
-10000,2024-02-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.398,False,Humidity baseline improved after seal replacement.
-10001,2024-02-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.512,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10002,2024-02-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.916,False,Temporary gateway failover completed without data loss.
-10003,2024-02-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Temperature remained elevated during unscheduled overtime run.
-10004,2024-02-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.423,False,Maintenance crew confirmed lubrication interval was missed.
-10005,2024-02-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.636,False,Coolant loop adjustment reduced chamber temperature spread.
-10006,2024-02-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.062,False,Maintenance scheduler deferred calibration due to spare shortage.
-10007,2024-02-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.312,False,Bearing temperature rising faster than baseline on spindle cell.
-10008,2024-02-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.97,False,Edge collector replayed buffered events after network recovery.
-10009,2024-02-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.173,False,Night shift startup produced higher than normal vibration floor.
-10010,2024-02-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.454,False,Sensor battery health remains nominal after firmware update.
-10011,2024-02-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.698,False,Quality team requested trace review for lot 24-118B.
-10012,2024-02-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.726,False,Air handler maintenance reduced humidity variance on finishing line.
-10013,2024-02-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Thermal ramp exceeded expected warmup curve before shift start.
-10014,2024-02-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.532,False,Shift handoff note referenced unusual noise near press enclosure.
-10015,2024-02-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.576,False,Humidity baseline improved after seal replacement.
-10016,2024-02-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.769,False,Edge collector replayed buffered events after network recovery.
-10017,2024-02-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.816,False,Quality hold reduced finishing booth activity for one shift.
-10018,2024-02-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.577,False,Sensor enclosure opened for manual calibration verification.
-10019,2024-02-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.137,False,Machine idle period extended during planned sanitation window.
-10020,2024-02-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.648,False,Sensor signal clipping observed during startup surge.
-10021,2024-02-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.555,False,Machine throughput increase drove sustained pressure uplift.
-10022,2024-02-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.303,False,Night shift startup produced higher than normal vibration floor.
-10023,2024-02-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.304,False,Sensor battery health remains nominal after firmware update.
-10024,2024-02-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.15,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10025,2024-02-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.515,False,Sensor battery health remains nominal after firmware update.
-10026,2024-02-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.271,False,Transient outlier matched forklift impact near cabinet wall.
-10027,2024-02-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.897,False,Operator reported intermittent chatter on machine CNC-04.
-10028,2024-02-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.563,False,Supervisory alert generated after three consecutive threshold breaches.
-10029,2024-02-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.565,False,Unbalanced load introduced cyclical pressure ripple.
-10030,2024-02-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.225,False,Thermal ramp exceeded expected warmup curve before shift start.
-10031,2024-02-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Machine throughput increase drove sustained pressure uplift.
-10032,2024-02-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.896,False,Humidity climbed during dock-door open period in afternoon shift.
-10033,2024-02-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.62,False,Quality hold reduced finishing booth activity for one shift.
-10034,2024-02-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.622,False,Thermal ramp exceeded expected warmup curve before shift start.
-10035,2024-02-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.604,False,Calibration check overdue by 11 days for press-line transducer.
-10036,2024-02-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.871,False,Pressure line purge completed before restart authorization.
-10037,2024-02-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.461,False,Operator reported intermittent chatter on machine CNC-04.
-10038,2024-02-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.796,False,Machine throughput increase drove sustained pressure uplift.
-10039,2024-02-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.882,False,Condensation warning cleared after dehumidifier ramp-up.
-10040,2024-02-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.273,False,Quality team requested trace review for lot 24-118B.
-10041,2024-02-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.471,False,Coolant loop adjustment reduced chamber temperature spread.
-10042,2024-02-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.405,False,Pressure peak corresponds to oversized billet batch processing.
-10043,2024-02-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.15,False,Quality team requested trace review for lot 24-118B.
-10044,2024-02-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.999,False,Anomaly review flagged possible bearing wear progression.
-10045,2024-02-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.928,False,Pressure settled back to nominal after valve reseat.
-10046,2024-02-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.616,False,Pressure peak corresponds to oversized billet batch processing.
-10047,2024-02-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.777,False,Hydraulic line pressure oscillation detected under load.
-10048,2024-02-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.729,False,Telemetry quality flag downgraded during sensor self-test window.
-10049,2024-02-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.827,False,Humidity baseline improved after seal replacement.
-10050,2024-02-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.714,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10051,2024-02-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.222,False,Temperature variance narrowed after coolant nozzle cleaning.
-10052,2024-02-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,60.179,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10053,2024-02-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.946,False,Dust extraction fan offline for 18 minutes on line finishing.
-10054,2024-02-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.622,False,Quality team requested trace review for lot 24-118B.
-10055,2024-02-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.768,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10056,2024-02-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.623,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10057,2024-02-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.517,False,Machine idle period extended during planned sanitation window.
-10058,2024-02-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.612,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10059,2024-02-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.847,False,Packaging line stop reduced adjacent vibration background.
-10060,2024-02-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.274,False,Calibration check overdue by 11 days for press-line transducer.
-10061,2024-02-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10062,2024-02-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.698,False,Pressure peak corresponds to oversized billet batch processing.
-10063,2024-02-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.506,False,Unbalanced load introduced cyclical pressure ripple.
-10064,2024-02-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.82,False,Thermal ramp exceeded expected warmup curve before shift start.
-10065,2024-02-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.347,False,Machine throughput increase drove sustained pressure uplift.
-10066,2024-02-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.132,False,Pressure peak corresponds to oversized billet batch processing.
-10067,2024-02-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.207,False,Sensor enclosure opened for manual calibration verification.
-10068,2024-02-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.91,False,Night shift startup produced higher than normal vibration floor.
-10069,2024-02-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.639,False,Pressure peak corresponds to oversized billet batch processing.
-10070,2024-02-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.376,False,Warning threshold updated for pilot predictive-maintenance model.
-10071,2024-02-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.083,False,Edge collector replayed buffered events after network recovery.
-10072,2024-02-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.4,False,Dust extraction fan offline for 18 minutes on line finishing.
-10073,2024-02-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.817,False,Quality team requested trace review for lot 24-118B.
-10074,2024-02-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.312,False,Maintenance scheduler deferred calibration due to spare shortage.
-10075,2024-02-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.22,False,Pressure settled back to nominal after valve reseat.
-10076,2024-02-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.049,False,Humidity climbed during dock-door open period in afternoon shift.
-10077,2024-02-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.039,False,Pressure peak corresponds to oversized billet batch processing.
-10078,2024-02-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.561,False,Vibration harmonics broadened during extended production run.
-10079,2024-02-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.688,False,Shift handoff note referenced unusual noise near press enclosure.
-10080,2024-02-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.313,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10081,2024-02-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.973,False,Operator reset acknowledged after red-tag inspection.
-10082,2024-02-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.769,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10083,2024-02-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.819,False,Operator reported intermittent chatter on machine CNC-04.
-10084,2024-02-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.169,False,Pressure settled back to nominal after valve reseat.
-10085,2024-02-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.096,False,Vibration harmonics broadened during extended production run.
-10086,2024-02-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.034,False,Edge collector replayed buffered events after network recovery.
-10087,2024-02-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.428,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10088,2024-02-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.692,False,Maintenance note logged for coupling imbalance inspection.
-10089,2024-02-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.763,False,Shift handoff note referenced unusual noise near press enclosure.
-10090,2024-02-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.707,False,Maintenance note logged for coupling imbalance inspection.
-10091,2024-02-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.032,False,Calibration check overdue by 11 days for press-line transducer.
-10092,2024-02-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.92,False,Temperature remained elevated during unscheduled overtime run.
-10093,2024-02-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10094,2024-02-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.685,False,Operator reported intermittent chatter on machine CNC-04.
-10095,2024-02-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.109,False,Edge collector replayed buffered events after network recovery.
-10096,2024-02-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.148,False,Sensor enclosure opened for manual calibration verification.
-10097,2024-02-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.775,False,Maintenance note logged for coupling imbalance inspection.
-10098,2024-02-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.794,False,Sensor signal clipping observed during startup surge.
-10099,2024-02-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.572,False,Operator reported intermittent chatter on machine CNC-04.
-10100,2024-02-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.343,False,Maintenance scheduler deferred calibration due to spare shortage.
-10101,2024-02-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.814,False,Night shift startup produced higher than normal vibration floor.
-10102,2024-02-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.646,False,Vibration burst exceeds envelope during tool change cycle.
-10103,2024-02-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.273,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10104,2024-02-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.205,False,Warning threshold updated for pilot predictive-maintenance model.
-10105,2024-02-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.614,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10106,2024-02-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.211,False,Vibration baseline recovered after tool holder replacement.
-10107,2024-02-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.407,False,Pressure line purge completed before restart authorization.
-10108,2024-02-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.96,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10109,2024-02-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.922,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10110,2024-02-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.272,False,Maintenance scheduler deferred calibration due to spare shortage.
-10111,2024-02-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.426,False,Edge collector replayed buffered events after network recovery.
-10112,2024-02-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.079,False,Humidity climbed during dock-door open period in afternoon shift.
-10113,2024-02-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.064,False,Sensor signal clipping observed during startup surge.
-10114,2024-02-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.275,False,Humidity baseline improved after seal replacement.
-10115,2024-02-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.924,False,Press cycle dwell time lengthened during high-volume batch.
-10116,2024-02-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.038,False,Dust extraction fan offline for 18 minutes on line finishing.
-10117,2024-02-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.072,False,Bearing temperature rising faster than baseline on spindle cell.
-10118,2024-02-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.787,False,Humidity baseline improved after seal replacement.
-10119,2024-02-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.559,False,Short-lived packet loss observed at edge gateway gw-02.
-10120,2024-02-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.648,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10121,2024-02-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.59,False,Quality team requested trace review for lot 24-118B.
-10122,2024-02-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.643,False,Maintenance crew confirmed lubrication interval was missed.
-10123,2024-02-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.495,False,Dust extraction fan offline for 18 minutes on line finishing.
-10124,2024-02-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.955,False,SCADA backfill inserted two delayed telemetry points.
-10125,2024-02-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.384,False,Quality hold reduced finishing booth activity for one shift.
-10126,2024-02-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.734,False,Vibration harmonics broadened during extended production run.
-10127,2024-02-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.063,False,Machine throughput increase drove sustained pressure uplift.
-10128,2024-02-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.375,False,Telemetry quality flag downgraded during sensor self-test window.
-10129,2024-02-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.817,False,Maintenance note logged for coupling imbalance inspection.
-10130,2024-02-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.448,False,Temporary gateway failover completed without data loss.
-10131,2024-02-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.609,False,Sensor heartbeat delayed by one interval after gateway retry.
-10132,2024-02-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.5,False,Temperature remained elevated during unscheduled overtime run.
-10133,2024-02-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.595,False,Pressure line purge completed before restart authorization.
-10134,2024-02-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.842,False,Coolant loop adjustment reduced chamber temperature spread.
-10135,2024-02-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Quality hold reduced finishing booth activity for one shift.
-10136,2024-02-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.071,False,Machine idle period extended during planned sanitation window.
-10137,2024-02-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.98,False,Quality hold reduced finishing booth activity for one shift.
-10138,2024-02-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.55,False,Press cycle dwell time lengthened during high-volume batch.
-10139,2024-02-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.505,False,Press cycle dwell time lengthened during high-volume batch.
-10140,2024-02-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.891,False,Anomaly review flagged possible bearing wear progression.
-10141,2024-02-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Sensor signal clipping observed during startup surge.
-10142,2024-02-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.91,False,Hydraulic line pressure oscillation detected under load.
-10143,2024-02-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.384,False,Transient outlier matched forklift impact near cabinet wall.
-10144,2024-02-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.835,False,Humidity readings track seasonal rise across late spring.
-10145,2024-02-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.885,False,Sensor signal clipping observed during startup surge.
-10146,2024-02-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.86,False,Shift handoff note referenced unusual noise near press enclosure.
-10147,2024-02-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.962,False,Operator reported intermittent chatter on machine CNC-04.
-10148,2024-02-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.382,False,Maintenance note logged for coupling imbalance inspection.
-10149,2024-02-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.552,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10150,2024-02-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.915,False,Press cycle dwell time lengthened during high-volume batch.
-10151,2024-02-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.179,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10152,2024-02-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.919,False,Edge collector replayed buffered events after network recovery.
-10153,2024-02-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.38,False,Thermal ramp exceeded expected warmup curve before shift start.
-10154,2024-02-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.421,False,Shift handoff note referenced unusual noise near press enclosure.
-10155,2024-02-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.006,False,SCADA backfill inserted two delayed telemetry points.
-10156,2024-02-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.795,False,Vibration harmonics broadened during extended production run.
-10157,2024-02-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.866,False,Pressure peak corresponds to oversized billet batch processing.
-10158,2024-02-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.747,False,Short-lived packet loss observed at edge gateway gw-02.
-10159,2024-02-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.279,False,Packaging line stop reduced adjacent vibration background.
-10160,2024-02-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.634,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10161,2024-02-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Humidity baseline improved after seal replacement.
-10162,2024-02-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.43,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10163,2024-02-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.449,False,Machine idle period extended during planned sanitation window.
-10164,2024-02-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.339,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10165,2024-02-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.469,False,Sensor heartbeat delayed by one interval after gateway retry.
-10166,2024-02-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.534,False,Short-lived packet loss observed at edge gateway gw-02.
-10167,2024-02-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.757,False,Hydraulic line pressure oscillation detected under load.
-10168,2024-02-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.818,False,Humidity excursion near finishing booth during coating run.
-10169,2024-02-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Air handler maintenance reduced humidity variance on finishing line.
-10170,2024-02-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.961,False,Pressure peak corresponds to oversized billet batch processing.
-10171,2024-02-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.757,False,Calibration check overdue by 11 days for press-line transducer.
-10172,2024-02-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.914,False,Quality hold reduced finishing booth activity for one shift.
-10173,2024-02-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.513,False,Temperature remained elevated during unscheduled overtime run.
-10174,2024-02-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.245,False,Humidity excursion near finishing booth during coating run.
-10175,2024-02-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.093,False,Quality hold reduced finishing booth activity for one shift.
-10176,2024-02-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.186,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10177,2024-02-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Bearing temperature rising faster than baseline on spindle cell.
-10178,2024-02-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.835,False,Quality hold reduced finishing booth activity for one shift.
-10179,2024-02-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.241,False,Shift handoff note referenced unusual noise near press enclosure.
-10180,2024-02-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.282,False,Thermal overshoot event coincided with recipe change on furnace.
-10181,2024-02-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.209,False,Transient outlier matched forklift impact near cabinet wall.
-10182,2024-02-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.964,False,Bearing temperature rising faster than baseline on spindle cell.
-10183,2024-02-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.96,False,Operator reset acknowledged after red-tag inspection.
-10184,2024-02-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.894,False,Sensor battery health remains nominal after firmware update.
-10185,2024-02-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.228,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10186,2024-02-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.939,False,Hydraulic line pressure oscillation detected under load.
-10187,2024-02-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.33,False,Sensor signal clipping observed during startup surge.
-10188,2024-02-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.717,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10189,2024-02-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Calibration check overdue by 11 days for press-line transducer.
-10190,2024-02-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.434,False,Bearing temperature rising faster than baseline on spindle cell.
-10191,2024-02-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.539,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10192,2024-02-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.135,False,Sensor heartbeat delayed by one interval after gateway retry.
-10193,2024-02-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.951,False,Temperature variance narrowed after coolant nozzle cleaning.
-10194,2024-02-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.699,False,Supervisory alert generated after three consecutive threshold breaches.
-10195,2024-02-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.501,False,Pressure settled back to nominal after valve reseat.
-10196,2024-02-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.883,False,Sensor heartbeat delayed by one interval after gateway retry.
-10197,2024-02-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.81,False,Operator reset acknowledged after red-tag inspection.
-10198,2024-02-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.238,False,Vibration harmonics broadened during extended production run.
-10199,2024-02-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.649,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10200,2024-02-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.543,False,Vibration harmonics broadened during extended production run.
-10201,2024-02-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.688,False,Maintenance crew confirmed lubrication interval was missed.
-10202,2024-02-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.542,False,Humidity excursion near finishing booth during coating run.
-10203,2024-02-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Calibration check overdue by 11 days for press-line transducer.
-10204,2024-02-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.048,False,Vibration baseline recovered after tool holder replacement.
-10205,2024-02-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.822,False,Humidity excursion near finishing booth during coating run.
-10206,2024-02-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.558,False,Maintenance note logged for coupling imbalance inspection.
-10207,2024-02-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.32,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10208,2024-02-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.499,False,Transient outlier matched forklift impact near cabinet wall.
-10209,2024-02-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.152,False,Operator reported intermittent chatter on machine CNC-04.
-10210,2024-02-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.602,False,Calibration check overdue by 11 days for press-line transducer.
-10211,2024-02-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.321,False,Operator reset acknowledged after red-tag inspection.
-10212,2024-02-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.004,False,Humidity baseline improved after seal replacement.
-10213,2024-02-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.788,False,Packaging line stop reduced adjacent vibration background.
-10214,2024-02-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.745,False,Transient outlier matched forklift impact near cabinet wall.
-10215,2024-02-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.376,False,Pressure peak corresponds to oversized billet batch processing.
-10216,2024-02-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.297,False,Telemetry quality flag downgraded during sensor self-test window.
-10217,2024-02-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.073,False,Humidity baseline improved after seal replacement.
-10218,2024-02-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.709,False,Operator reported intermittent chatter on machine CNC-04.
-10219,2024-02-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.958,False,Warning threshold updated for pilot predictive-maintenance model.
-10220,2024-02-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.946,False,Vibration burst exceeds envelope during tool change cycle.
-10221,2024-02-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.546,False,Pressure settled back to nominal after valve reseat.
-10222,2024-02-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.09,False,Condensation warning cleared after dehumidifier ramp-up.
-10223,2024-02-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.637,False,Humidity excursion near finishing booth during coating run.
-10224,2024-02-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.199,False,Temperature variance narrowed after coolant nozzle cleaning.
-10225,2024-02-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.161,False,Packaging line stop reduced adjacent vibration background.
-10226,2024-02-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.598,False,Anomaly review flagged possible bearing wear progression.
-10227,2024-02-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.469,False,Transient outlier matched forklift impact near cabinet wall.
-10228,2024-02-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.224,False,Humidity excursion near finishing booth during coating run.
-10229,2024-02-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Sensor signal clipping observed during startup surge.
-10230,2024-02-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.473,False,Humidity baseline improved after seal replacement.
-10231,2024-02-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.192,False,Maintenance note logged for coupling imbalance inspection.
-10232,2024-02-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.341,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10233,2024-02-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.995,False,Supervisory alert generated after three consecutive threshold breaches.
-10234,2024-02-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.524,False,Machine idle period extended during planned sanitation window.
-10235,2024-02-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.253,False,Coolant loop adjustment reduced chamber temperature spread.
-10236,2024-02-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.663,False,Air handler maintenance reduced humidity variance on finishing line.
-10237,2024-02-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.201,False,Temperature variance narrowed after coolant nozzle cleaning.
-10238,2024-02-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.191,False,Thermal overshoot event coincided with recipe change on furnace.
-10239,2024-02-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.257,False,Dust extraction fan offline for 18 minutes on line finishing.
-10240,2024-02-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.115,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10241,2024-02-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Humidity baseline improved after seal replacement.
-10242,2024-02-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.734,False,Pressure settled back to nominal after valve reseat.
-10243,2024-02-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.124,False,Sensor enclosure opened for manual calibration verification.
-10244,2024-02-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.179,False,Hydraulic line pressure oscillation detected under load.
-10245,2024-02-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.798,False,Vibration baseline recovered after tool holder replacement.
-10246,2024-02-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.493,False,Maintenance note logged for coupling imbalance inspection.
-10247,2024-02-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.286,False,Air handler maintenance reduced humidity variance on finishing line.
-10248,2024-02-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.922,False,Anomaly review flagged possible bearing wear progression.
-10249,2024-02-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.495,False,Press cycle dwell time lengthened during high-volume batch.
-10250,2024-02-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.029,False,Short-lived packet loss observed at edge gateway gw-02.
-10251,2024-02-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.801,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10252,2024-02-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.301,False,Press cycle dwell time lengthened during high-volume batch.
-10253,2024-02-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.485,False,Machine throughput increase drove sustained pressure uplift.
-10254,2024-02-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.885,False,Quality hold reduced finishing booth activity for one shift.
-10255,2024-02-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.213,False,Condensation warning cleared after dehumidifier ramp-up.
-10256,2024-02-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.689,False,Temperature variance narrowed after coolant nozzle cleaning.
-10257,2024-02-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.828,False,Transient outlier matched forklift impact near cabinet wall.
-10258,2024-02-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.325,False,Sensor heartbeat delayed by one interval after gateway retry.
-10259,2024-02-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.626,False,Pressure settled back to nominal after valve reseat.
-10260,2024-02-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.674,False,Quality hold reduced finishing booth activity for one shift.
-10261,2024-02-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.084,False,Thermal overshoot event coincided with recipe change on furnace.
-10262,2024-02-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.821,False,Sensor signal clipping observed during startup surge.
-10263,2024-02-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.703,False,Vibration baseline recovered after tool holder replacement.
-10264,2024-02-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.144,False,Vibration baseline recovered after tool holder replacement.
-10265,2024-02-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.716,False,Dust extraction fan offline for 18 minutes on line finishing.
-10266,2024-02-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.793,False,Maintenance note logged for coupling imbalance inspection.
-10267,2024-02-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.038,False,Operator reset acknowledged after red-tag inspection.
-10268,2024-02-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.996,False,Telemetry quality flag downgraded during sensor self-test window.
-10269,2024-02-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.237,False,Air handler maintenance reduced humidity variance on finishing line.
-10270,2024-02-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.789,False,Short-lived packet loss observed at edge gateway gw-02.
-10271,2024-02-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Humidity readings track seasonal rise across late spring.
-10272,2024-02-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.227,False,Telemetry quality flag downgraded during sensor self-test window.
-10273,2024-02-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.898,False,Night shift startup produced higher than normal vibration floor.
-10274,2024-02-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.063,False,Humidity readings track seasonal rise across late spring.
-10275,2024-02-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.267,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10276,2024-02-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.117,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10277,2024-02-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Humidity climbed during dock-door open period in afternoon shift.
-10278,2024-02-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.101,False,Sensor enclosure opened for manual calibration verification.
-10279,2024-02-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Bearing temperature rising faster than baseline on spindle cell.
-10280,2024-02-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.243,False,Temperature remained elevated during unscheduled overtime run.
-10281,2024-02-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.704,False,Pressure line purge completed before restart authorization.
-10282,2024-02-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.906,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10283,2024-02-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.685,False,Pressure peak corresponds to oversized billet batch processing.
-10284,2024-02-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.46,False,Warning threshold updated for pilot predictive-maintenance model.
-10285,2024-02-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.866,False,Reliability engineer tagged sample window for model retraining.
-10286,2024-02-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.869,False,Coolant loop adjustment reduced chamber temperature spread.
-10287,2024-02-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.857,False,Operator reset acknowledged after red-tag inspection.
-10288,2024-02-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.107,False,Pressure peak corresponds to oversized billet batch processing.
-10289,2024-02-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.452,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10290,2024-02-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.226,False,Vibration burst exceeds envelope during tool change cycle.
-10291,2024-02-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.34,False,Edge collector replayed buffered events after network recovery.
-10292,2024-02-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.381,False,Thermal overshoot event coincided with recipe change on furnace.
-10293,2024-02-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.169,False,Pressure line purge completed before restart authorization.
-10294,2024-02-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.638,False,Vibration harmonics broadened during extended production run.
-10295,2024-02-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.366,False,Vibration burst exceeds envelope during tool change cycle.
-10296,2024-02-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.574,False,Vibration harmonics broadened during extended production run.
-10297,2024-02-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.739,False,Machine idle period extended during planned sanitation window.
-10298,2024-02-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.118,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10299,2024-02-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.976,False,Bearing temperature rising faster than baseline on spindle cell.
-10300,2024-02-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.378,False,Humidity excursion near finishing booth during coating run.
-10301,2024-02-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.589,False,Telemetry quality flag downgraded during sensor self-test window.
-10302,2024-02-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.713,False,Thermal overshoot event coincided with recipe change on furnace.
-10303,2024-02-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.467,False,Vibration baseline recovered after tool holder replacement.
-10304,2024-02-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.033,False,Machine idle period extended during planned sanitation window.
-10305,2024-02-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.908,False,Transient outlier matched forklift impact near cabinet wall.
-10306,2024-02-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.367,False,Sensor signal clipping observed during startup surge.
-10307,2024-02-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.118,False,Transient outlier matched forklift impact near cabinet wall.
-10308,2024-02-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.41,False,Temporary gateway failover completed without data loss.
-10309,2024-02-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.156,False,Vibration burst exceeds envelope during tool change cycle.
-10310,2024-02-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.543,False,Vibration baseline recovered after tool holder replacement.
-10311,2024-02-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.514,False,Operator reported intermittent chatter on machine CNC-04.
-10312,2024-02-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.359,False,Pressure line purge completed before restart authorization.
-10313,2024-02-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.495,False,Machine throughput increase drove sustained pressure uplift.
-10314,2024-02-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.719,False,Edge collector replayed buffered events after network recovery.
-10315,2024-02-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.844,False,Maintenance note logged for coupling imbalance inspection.
-10316,2024-02-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.783,False,Packaging line stop reduced adjacent vibration background.
-10317,2024-02-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.222,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10318,2024-02-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.024,False,Vibration harmonics broadened during extended production run.
-10319,2024-02-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.188,False,Warning threshold updated for pilot predictive-maintenance model.
-10320,2024-02-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.557,False,Telemetry quality flag downgraded during sensor self-test window.
-10321,2024-02-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.555,False,Shift handoff note referenced unusual noise near press enclosure.
-10322,2024-02-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.15,False,Pressure peak corresponds to oversized billet batch processing.
-10323,2024-02-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.809,False,Anomaly review flagged possible bearing wear progression.
-10324,2024-02-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.194,False,Humidity readings track seasonal rise across late spring.
-10325,2024-02-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.307,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10326,2024-02-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.252,False,Packaging line stop reduced adjacent vibration background.
-10327,2024-02-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.527,False,Vibration burst exceeds envelope during tool change cycle.
-10328,2024-02-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.051,False,Vibration burst exceeds envelope during tool change cycle.
-10329,2024-02-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.107,False,Night shift startup produced higher than normal vibration floor.
-10330,2024-02-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.431,False,Machine idle period extended during planned sanitation window.
-10331,2024-02-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.656,False,Night shift startup produced higher than normal vibration floor.
-10332,2024-02-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.164,False,Temperature remained elevated during unscheduled overtime run.
-10333,2024-02-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.135,False,Vibration baseline recovered after tool holder replacement.
-10334,2024-02-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.347,False,Pressure peak corresponds to oversized billet batch processing.
-10335,2024-02-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.169,False,Maintenance scheduler deferred calibration due to spare shortage.
-10336,2024-02-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.178,False,Vibration burst exceeds envelope during tool change cycle.
-10337,2024-02-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.336,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10338,2024-02-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.921,False,Reliability engineer tagged sample window for model retraining.
-10339,2024-02-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.2,False,Humidity baseline improved after seal replacement.
-10340,2024-02-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.368,False,Condensation warning cleared after dehumidifier ramp-up.
-10341,2024-02-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.374,False,SCADA backfill inserted two delayed telemetry points.
-10342,2024-02-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.776,False,Night shift startup produced higher than normal vibration floor.
-10343,2024-02-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.405,False,Unbalanced load introduced cyclical pressure ripple.
-10344,2024-02-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,51.118,False,Humidity climbed during dock-door open period in afternoon shift.
-10345,2024-02-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.932,False,Sensor enclosure opened for manual calibration verification.
-10346,2024-02-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.245,False,Humidity excursion near finishing booth during coating run.
-10347,2024-02-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.586,False,Vibration harmonics broadened during extended production run.
-10348,2024-02-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.778,False,Sensor heartbeat delayed by one interval after gateway retry.
-10349,2024-02-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.307,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10350,2024-02-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.134,False,Thermal overshoot event coincided with recipe change on furnace.
-10351,2024-02-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.719,False,Transient outlier matched forklift impact near cabinet wall.
-10352,2024-02-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.691,False,Air handler maintenance reduced humidity variance on finishing line.
-10353,2024-02-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.66,False,Hydraulic line pressure oscillation detected under load.
-10354,2024-02-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.923,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10355,2024-02-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.768,False,Short-lived packet loss observed at edge gateway gw-02.
-10356,2024-02-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.532,False,Vibration baseline recovered after tool holder replacement.
-10357,2024-02-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.43,False,Coolant loop adjustment reduced chamber temperature spread.
-10358,2024-02-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.332,False,Transient outlier matched forklift impact near cabinet wall.
-10359,2024-02-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.515,False,Warning threshold updated for pilot predictive-maintenance model.
-10360,2024-02-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.583,False,Thermal overshoot event coincided with recipe change on furnace.
-10361,2024-02-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.638,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10362,2024-02-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.432,False,Humidity excursion near finishing booth during coating run.
-10363,2024-02-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.03,False,Pressure peak corresponds to oversized billet batch processing.
-10364,2024-02-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.941,False,Operator reset acknowledged after red-tag inspection.
-10365,2024-02-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.802,False,Telemetry quality flag downgraded during sensor self-test window.
-10366,2024-02-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.369,False,Maintenance scheduler deferred calibration due to spare shortage.
-10367,2024-02-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.757,False,Maintenance note logged for coupling imbalance inspection.
-10368,2024-02-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.338,False,Vibration harmonics broadened during extended production run.
-10369,2024-02-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.334,False,Hydraulic line pressure oscillation detected under load.
-10370,2024-02-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.778,False,Air handler maintenance reduced humidity variance on finishing line.
-10371,2024-02-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.173,False,Reliability engineer tagged sample window for model retraining.
-10372,2024-02-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.01,False,Pressure settled back to nominal after valve reseat.
-10373,2024-02-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.769,False,Dust extraction fan offline for 18 minutes on line finishing.
-10374,2024-02-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.887,False,Warning threshold updated for pilot predictive-maintenance model.
-10375,2024-02-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.144,False,Short-lived packet loss observed at edge gateway gw-02.
-10376,2024-02-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.494,False,Air handler maintenance reduced humidity variance on finishing line.
-10377,2024-02-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.183,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10378,2024-02-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.065,False,SCADA backfill inserted two delayed telemetry points.
-10379,2024-02-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.874,False,Temporary gateway failover completed without data loss.
-10380,2024-02-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.997,False,Humidity baseline improved after seal replacement.
-10381,2024-02-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.229,False,Humidity climbed during dock-door open period in afternoon shift.
-10382,2024-02-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.582,False,Pressure settled back to nominal after valve reseat.
-10383,2024-02-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Thermal overshoot event coincided with recipe change on furnace.
-10384,2024-02-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.374,False,Dust extraction fan offline for 18 minutes on line finishing.
-10385,2024-02-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.132,False,Press cycle dwell time lengthened during high-volume batch.
-10386,2024-02-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.83,False,Humidity excursion near finishing booth during coating run.
-10387,2024-02-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.701,False,Transient outlier matched forklift impact near cabinet wall.
-10388,2024-02-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.298,False,Temperature variance narrowed after coolant nozzle cleaning.
-10389,2024-02-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.929,False,Pressure settled back to nominal after valve reseat.
-10390,2024-02-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.971,False,Anomaly review flagged possible bearing wear progression.
-10391,2024-02-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.212,False,Pressure line purge completed before restart authorization.
-10392,2024-02-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,55.371,False,Maintenance scheduler deferred calibration due to spare shortage.
-10393,2024-02-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.132,False,Bearing temperature rising faster than baseline on spindle cell.
-10394,2024-02-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.633,False,Transient outlier matched forklift impact near cabinet wall.
-10395,2024-02-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.896,False,Humidity readings track seasonal rise across late spring.
-10396,2024-02-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.326,False,Vibration harmonics broadened during extended production run.
-10397,2024-02-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.289,False,Reliability engineer tagged sample window for model retraining.
-10398,2024-02-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.471,False,Vibration harmonics broadened during extended production run.
-10399,2024-02-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.774,False,Edge collector replayed buffered events after network recovery.
-10400,2024-02-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.126,False,Calibration check overdue by 11 days for press-line transducer.
-10401,2024-02-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.46,False,Operator reset acknowledged after red-tag inspection.
-10402,2024-02-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.782,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10403,2024-02-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.067,False,Thermal ramp exceeded expected warmup curve before shift start.
-10404,2024-02-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.111,False,Machine idle period extended during planned sanitation window.
-10405,2024-02-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.341,False,Telemetry quality flag downgraded during sensor self-test window.
-10406,2024-02-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.669,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10407,2024-02-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.43,False,Quality team requested trace review for lot 24-118B.
-10408,2024-02-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.317,False,Pressure settled back to nominal after valve reseat.
-10409,2024-02-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.073,False,Edge collector replayed buffered events after network recovery.
-10410,2024-02-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.365,False,Reliability engineer tagged sample window for model retraining.
-10411,2024-02-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.872,False,Vibration baseline recovered after tool holder replacement.
-10412,2024-02-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.635,False,Quality team requested trace review for lot 24-118B.
-10413,2024-02-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.56,False,Operator reported intermittent chatter on machine CNC-04.
-10414,2024-02-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.347,False,Pressure settled back to nominal after valve reseat.
-10415,2024-02-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.467,False,Hydraulic line pressure oscillation detected under load.
-10416,2024-02-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.444,False,Warning threshold updated for pilot predictive-maintenance model.
-10417,2024-02-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.584,False,Operator reported intermittent chatter on machine CNC-04.
-10418,2024-02-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.14,False,Temperature remained elevated during unscheduled overtime run.
-10419,2024-02-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.021,False,Thermal overshoot event coincided with recipe change on furnace.
-10420,2024-02-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.271,False,Unbalanced load introduced cyclical pressure ripple.
-10421,2024-02-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.774,False,Supervisory alert generated after three consecutive threshold breaches.
-10422,2024-02-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.265,False,Operator reported intermittent chatter on machine CNC-04.
-10423,2024-02-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.192,False,Thermal ramp exceeded expected warmup curve before shift start.
-10424,2024-02-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.05,False,Humidity excursion near finishing booth during coating run.
-10425,2024-02-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.208,False,Dust extraction fan offline for 18 minutes on line finishing.
-10426,2024-02-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.184,False,Maintenance scheduler deferred calibration due to spare shortage.
-10427,2024-02-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.227,False,Press cycle dwell time lengthened during high-volume batch.
-10428,2024-02-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.865,False,Night shift startup produced higher than normal vibration floor.
-10429,2024-02-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.567,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10430,2024-02-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.469,False,Sensor signal clipping observed during startup surge.
-10431,2024-02-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.773,False,Maintenance scheduler deferred calibration due to spare shortage.
-10432,2024-02-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.475,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10433,2024-02-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.181,False,Warning threshold updated for pilot predictive-maintenance model.
-10434,2024-02-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.878,False,Shift handoff note referenced unusual noise near press enclosure.
-10435,2024-02-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.348,False,Pressure peak corresponds to oversized billet batch processing.
-10436,2024-02-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,52.165,False,Vibration burst exceeds envelope during tool change cycle.
-10437,2024-02-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Supervisory alert generated after three consecutive threshold breaches.
-10438,2024-02-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.041,False,Sensor enclosure opened for manual calibration verification.
-10439,2024-02-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.028,False,Calibration check overdue by 11 days for press-line transducer.
-10440,2024-02-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.607,False,Sensor signal clipping observed during startup surge.
-10441,2024-02-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.373,False,SCADA backfill inserted two delayed telemetry points.
-10442,2024-02-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.535,False,Telemetry quality flag downgraded during sensor self-test window.
-10443,2024-02-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.005,False,Maintenance crew confirmed lubrication interval was missed.
-10444,2024-02-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.364,False,Calibration check overdue by 11 days for press-line transducer.
-10445,2024-02-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.998,False,Bearing temperature rising faster than baseline on spindle cell.
-10446,2024-02-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.654,False,Humidity excursion near finishing booth during coating run.
-10447,2024-02-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.515,False,Humidity climbed during dock-door open period in afternoon shift.
-10448,2024-02-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.579,False,Machine throughput increase drove sustained pressure uplift.
-10449,2024-02-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.261,False,Pressure line purge completed before restart authorization.
-10450,2024-02-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.847,False,Night shift startup produced higher than normal vibration floor.
-10451,2024-02-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.8,False,Supervisory alert generated after three consecutive threshold breaches.
-10452,2024-02-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.587,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10453,2024-02-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.715,False,Sensor heartbeat delayed by one interval after gateway retry.
-10454,2024-02-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.654,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10455,2024-02-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.373,False,Night shift startup produced higher than normal vibration floor.
-10456,2024-02-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.867,False,Air handler maintenance reduced humidity variance on finishing line.
-10457,2024-02-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.067,False,Pressure line purge completed before restart authorization.
-10458,2024-02-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.849,False,Pressure line purge completed before restart authorization.
-10459,2024-02-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.527,False,SCADA backfill inserted two delayed telemetry points.
-10460,2024-02-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.48,False,Maintenance note logged for coupling imbalance inspection.
-10461,2024-02-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.29,False,Sensor enclosure opened for manual calibration verification.
-10462,2024-02-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.744,False,Thermal overshoot event coincided with recipe change on furnace.
-10463,2024-02-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Press cycle dwell time lengthened during high-volume batch.
-10464,2024-02-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.38,False,Sensor battery health remains nominal after firmware update.
-10465,2024-02-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.835,False,Pressure peak corresponds to oversized billet batch processing.
-10466,2024-02-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.913,False,SCADA backfill inserted two delayed telemetry points.
-10467,2024-02-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.599,False,Unbalanced load introduced cyclical pressure ripple.
-10468,2024-02-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.572,False,Thermal overshoot event coincided with recipe change on furnace.
-10469,2024-02-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.213,False,Humidity readings track seasonal rise across late spring.
-10470,2024-02-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.532,False,Vibration baseline recovered after tool holder replacement.
-10471,2024-02-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.444,False,Telemetry quality flag downgraded during sensor self-test window.
-10472,2024-02-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.517,False,Condensation warning cleared after dehumidifier ramp-up.
-10473,2024-02-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Anomaly review flagged possible bearing wear progression.
-10474,2024-02-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.57,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10475,2024-02-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.894,False,Vibration burst exceeds envelope during tool change cycle.
-10476,2024-02-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.644,False,Hydraulic line pressure oscillation detected under load.
-10477,2024-02-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.462,False,Vibration harmonics broadened during extended production run.
-10478,2024-02-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.722,False,Reliability engineer tagged sample window for model retraining.
-10479,2024-02-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.887,False,Operator reported intermittent chatter on machine CNC-04.
-10480,2024-02-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.819,False,Maintenance scheduler deferred calibration due to spare shortage.
-10481,2024-02-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.592,False,Vibration burst exceeds envelope during tool change cycle.
-10482,2024-02-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.478,False,Calibration check overdue by 11 days for press-line transducer.
-10483,2024-02-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.236,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10484,2024-02-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.699,False,Maintenance crew confirmed lubrication interval was missed.
-10485,2024-02-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.933,False,Sensor enclosure opened for manual calibration verification.
-10486,2024-02-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.224,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10487,2024-02-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.166,False,Warning threshold updated for pilot predictive-maintenance model.
-10488,2024-02-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.868,False,Sensor enclosure opened for manual calibration verification.
-10489,2024-02-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.567,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10490,2024-02-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.389,False,Short-lived packet loss observed at edge gateway gw-02.
-10491,2024-02-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Pressure line purge completed before restart authorization.
-10492,2024-02-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.401,False,Pressure peak corresponds to oversized billet batch processing.
-10493,2024-02-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.348,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10494,2024-02-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.02,False,Maintenance scheduler deferred calibration due to spare shortage.
-10495,2024-02-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.117,False,Anomaly review flagged possible bearing wear progression.
-10496,2024-02-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.998,False,SCADA backfill inserted two delayed telemetry points.
-10497,2024-02-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.409,False,Short-lived packet loss observed at edge gateway gw-02.
-10498,2024-02-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.554,False,Telemetry quality flag downgraded during sensor self-test window.
-10499,2024-02-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.393,False,Unbalanced load introduced cyclical pressure ripple.
-10500,2024-02-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.794,False,Pressure peak corresponds to oversized billet batch processing.
-10501,2024-02-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.415,False,Maintenance scheduler deferred calibration due to spare shortage.
-10502,2024-02-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.784,False,Vibration harmonics broadened during extended production run.
-10503,2024-02-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.755,False,Operator reported intermittent chatter on machine CNC-04.
-10504,2024-02-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,59.019,False,Operator reported intermittent chatter on machine CNC-04.
-10505,2024-02-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.336,False,Air handler maintenance reduced humidity variance on finishing line.
-10506,2024-02-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.006,False,Sensor enclosure opened for manual calibration verification.
-10507,2024-02-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.119,False,Supervisory alert generated after three consecutive threshold breaches.
-10508,2024-02-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.975,False,Packaging line stop reduced adjacent vibration background.
-10509,2024-02-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.979,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10510,2024-02-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.574,False,Sensor signal clipping observed during startup surge.
-10511,2024-02-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.88,False,Unbalanced load introduced cyclical pressure ripple.
-10512,2024-02-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.572,False,Quality team requested trace review for lot 24-118B.
-10513,2024-02-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Unbalanced load introduced cyclical pressure ripple.
-10514,2024-02-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.605,False,Edge collector replayed buffered events after network recovery.
-10515,2024-02-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.966,False,Reliability engineer tagged sample window for model retraining.
-10516,2024-02-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.664,False,Sensor signal clipping observed during startup surge.
-10517,2024-02-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.581,False,Packaging line stop reduced adjacent vibration background.
-10518,2024-02-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.245,False,Edge collector replayed buffered events after network recovery.
-10519,2024-02-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.123,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10520,2024-02-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.444,False,Bearing temperature rising faster than baseline on spindle cell.
-10521,2024-02-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.916,False,Pressure line purge completed before restart authorization.
-10522,2024-02-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.619,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10523,2024-02-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.486,False,Quality hold reduced finishing booth activity for one shift.
-10524,2024-02-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.815,False,Operator reported intermittent chatter on machine CNC-04.
-10525,2024-02-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.628,False,Vibration harmonics broadened during extended production run.
-10526,2024-02-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.879,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10527,2024-02-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.502,False,Vibration burst exceeds envelope during tool change cycle.
-10528,2024-02-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.316,False,Sensor battery health remains nominal after firmware update.
-10529,2024-02-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Vibration baseline recovered after tool holder replacement.
-10530,2024-02-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.137,False,Edge collector replayed buffered events after network recovery.
-10531,2024-02-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.589,False,Unbalanced load introduced cyclical pressure ripple.
-10532,2024-02-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.383,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10533,2024-02-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.759,False,Sensor heartbeat delayed by one interval after gateway retry.
-10534,2024-02-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.92,False,Maintenance note logged for coupling imbalance inspection.
-10535,2024-02-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.297,False,Warning threshold updated for pilot predictive-maintenance model.
-10536,2024-02-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.364,False,Humidity baseline improved after seal replacement.
-10537,2024-02-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Bearing temperature rising faster than baseline on spindle cell.
-10538,2024-02-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.667,False,Sensor enclosure opened for manual calibration verification.
-10539,2024-02-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.72,False,Pressure peak corresponds to oversized billet batch processing.
-10540,2024-02-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.323,False,Vibration harmonics broadened during extended production run.
-10541,2024-02-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.617,False,Sensor heartbeat delayed by one interval after gateway retry.
-10542,2024-02-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.968,False,Vibration burst exceeds envelope during tool change cycle.
-10543,2024-02-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.262,False,Temperature remained elevated during unscheduled overtime run.
-10544,2024-02-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.187,False,Hydraulic line pressure oscillation detected under load.
-10545,2024-02-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10546,2024-02-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.858,False,Machine throughput increase drove sustained pressure uplift.
-10547,2024-02-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.731,False,Maintenance scheduler deferred calibration due to spare shortage.
-10548,2024-02-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.876,False,Humidity excursion near finishing booth during coating run.
-10549,2024-02-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Maintenance scheduler deferred calibration due to spare shortage.
-10550,2024-02-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.243,False,Coolant loop adjustment reduced chamber temperature spread.
-10551,2024-02-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.131,False,Hydraulic line pressure oscillation detected under load.
-10552,2024-02-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.926,False,Machine idle period extended during planned sanitation window.
-10553,2024-02-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.58,False,Air handler maintenance reduced humidity variance on finishing line.
-10554,2024-02-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.536,False,SCADA backfill inserted two delayed telemetry points.
-10555,2024-02-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.461,False,Sensor enclosure opened for manual calibration verification.
-10556,2024-02-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.85,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10557,2024-02-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.863,False,Quality team requested trace review for lot 24-118B.
-10558,2024-02-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.686,False,Press cycle dwell time lengthened during high-volume batch.
-10559,2024-02-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.265,False,Short-lived packet loss observed at edge gateway gw-02.
-10560,2024-02-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.013,False,Maintenance scheduler deferred calibration due to spare shortage.
-10561,2024-02-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Pressure peak corresponds to oversized billet batch processing.
-10562,2024-02-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.181,False,Humidity excursion near finishing booth during coating run.
-10563,2024-02-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.62,False,Warning threshold updated for pilot predictive-maintenance model.
-10564,2024-02-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.625,False,Condensation warning cleared after dehumidifier ramp-up.
-10565,2024-02-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.457,False,Sensor enclosure opened for manual calibration verification.
-10566,2024-02-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.771,False,Transient outlier matched forklift impact near cabinet wall.
-10567,2024-02-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.172,False,Coolant loop adjustment reduced chamber temperature spread.
-10568,2024-02-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.492,False,Sensor heartbeat delayed by one interval after gateway retry.
-10569,2024-02-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Maintenance note logged for coupling imbalance inspection.
-10570,2024-02-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.672,False,Vibration harmonics broadened during extended production run.
-10571,2024-02-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.461,False,Sensor battery health remains nominal after firmware update.
-10572,2024-02-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.101,False,Reliability engineer tagged sample window for model retraining.
-10573,2024-02-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.4,False,Supervisory alert generated after three consecutive threshold breaches.
-10574,2024-02-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.69,False,Shift handoff note referenced unusual noise near press enclosure.
-10575,2024-02-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.186,False,Coolant loop adjustment reduced chamber temperature spread.
-10576,2024-02-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.37,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10577,2024-02-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Maintenance note logged for coupling imbalance inspection.
-10578,2024-02-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.942,False,Machine throughput increase drove sustained pressure uplift.
-10579,2024-02-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.498,False,Thermal overshoot event coincided with recipe change on furnace.
-10580,2024-02-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.659,False,Dust extraction fan offline for 18 minutes on line finishing.
-10581,2024-02-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.704,False,Pressure settled back to nominal after valve reseat.
-10582,2024-02-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.371,False,Humidity excursion near finishing booth during coating run.
-10583,2024-02-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.303,False,Unbalanced load introduced cyclical pressure ripple.
-10584,2024-02-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.348,False,Quality team requested trace review for lot 24-118B.
-10585,2024-02-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.089,False,Maintenance crew confirmed lubrication interval was missed.
-10586,2024-02-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.351,False,Vibration harmonics broadened during extended production run.
-10587,2024-02-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.938,False,Maintenance crew confirmed lubrication interval was missed.
-10588,2024-02-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.624,False,Sensor heartbeat delayed by one interval after gateway retry.
-10589,2024-02-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.924,False,Maintenance crew confirmed lubrication interval was missed.
-10590,2024-02-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.366,False,Warning threshold updated for pilot predictive-maintenance model.
-10591,2024-02-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.306,False,Sensor heartbeat delayed by one interval after gateway retry.
-10592,2024-02-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.677,False,Maintenance crew confirmed lubrication interval was missed.
-10593,2024-02-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.005,False,Edge collector replayed buffered events after network recovery.
-10594,2024-02-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.446,False,Maintenance note logged for coupling imbalance inspection.
-10595,2024-02-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.98,False,Air handler maintenance reduced humidity variance on finishing line.
-10596,2024-02-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.463,False,Quality hold reduced finishing booth activity for one shift.
-10597,2024-02-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.04,False,Dust extraction fan offline for 18 minutes on line finishing.
-10598,2024-02-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.579,False,Dust extraction fan offline for 18 minutes on line finishing.
-10599,2024-02-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.321,False,Vibration baseline recovered after tool holder replacement.
-10600,2024-02-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.464,False,Bearing temperature rising faster than baseline on spindle cell.
-10601,2024-02-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.667,False,Sensor enclosure opened for manual calibration verification.
-10602,2024-02-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.014,False,Night shift startup produced higher than normal vibration floor.
-10603,2024-02-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.924,False,SCADA backfill inserted two delayed telemetry points.
-10604,2024-02-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.58,False,SCADA backfill inserted two delayed telemetry points.
-10605,2024-02-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.583,False,Bearing temperature rising faster than baseline on spindle cell.
-10606,2024-02-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.92,False,Humidity readings track seasonal rise across late spring.
-10607,2024-02-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.686,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10608,2024-02-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,57.305,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10609,2024-02-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.461,False,Maintenance crew confirmed lubrication interval was missed.
-10610,2024-02-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.137,False,Bearing temperature rising faster than baseline on spindle cell.
-10611,2024-02-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.088,False,Machine throughput increase drove sustained pressure uplift.
-10612,2024-02-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.493,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10613,2024-02-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.065,False,Humidity excursion near finishing booth during coating run.
-10614,2024-02-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.669,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10615,2024-02-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.736,False,Maintenance scheduler deferred calibration due to spare shortage.
-10616,2024-02-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.806,False,Temperature remained elevated during unscheduled overtime run.
-10617,2024-02-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.082,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10618,2024-02-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.438,False,Packaging line stop reduced adjacent vibration background.
-10619,2024-02-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.778,False,Hydraulic line pressure oscillation detected under load.
-10620,2024-02-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.634,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10621,2024-02-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.679,False,Maintenance note logged for coupling imbalance inspection.
-10622,2024-02-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.368,False,Warning threshold updated for pilot predictive-maintenance model.
-10623,2024-02-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.263,False,Bearing temperature rising faster than baseline on spindle cell.
-10624,2024-02-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.582,False,Humidity baseline improved after seal replacement.
-10625,2024-02-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.899,False,Humidity climbed during dock-door open period in afternoon shift.
-10626,2024-02-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.919,False,Sensor signal clipping observed during startup surge.
-10627,2024-02-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.22,False,Thermal ramp exceeded expected warmup curve before shift start.
-10628,2024-02-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.534,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10629,2024-02-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.554,False,Bearing temperature rising faster than baseline on spindle cell.
-10630,2024-02-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.592,False,Condensation warning cleared after dehumidifier ramp-up.
-10631,2024-02-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.439,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10632,2024-02-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.591,False,Sensor signal clipping observed during startup surge.
-10633,2024-02-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.756,False,Humidity readings track seasonal rise across late spring.
-10634,2024-02-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.125,False,Thermal overshoot event coincided with recipe change on furnace.
-10635,2024-02-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.788,False,Hydraulic line pressure oscillation detected under load.
-10636,2024-02-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.948,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10637,2024-02-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.507,False,Operator reset acknowledged after red-tag inspection.
-10638,2024-02-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.063,False,Unbalanced load introduced cyclical pressure ripple.
-10639,2024-02-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.539,False,Quality hold reduced finishing booth activity for one shift.
-10640,2024-02-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.103,False,Night shift startup produced higher than normal vibration floor.
-10641,2024-02-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.912,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10642,2024-02-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.511,False,Condensation warning cleared after dehumidifier ramp-up.
-10643,2024-02-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.085,False,Thermal overshoot event coincided with recipe change on furnace.
-10644,2024-02-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.946,False,SCADA backfill inserted two delayed telemetry points.
-10645,2024-02-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.237,False,Warning threshold updated for pilot predictive-maintenance model.
-10646,2024-02-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.079,False,Sensor enclosure opened for manual calibration verification.
-10647,2024-02-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.075,False,Shift handoff note referenced unusual noise near press enclosure.
-10648,2024-02-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.546,False,Temporary gateway failover completed without data loss.
-10649,2024-02-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.056,False,Maintenance crew confirmed lubrication interval was missed.
-10650,2024-02-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.645,False,Reliability engineer tagged sample window for model retraining.
-10651,2024-02-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.046,False,Bearing temperature rising faster than baseline on spindle cell.
-10652,2024-02-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.205,False,Maintenance note logged for coupling imbalance inspection.
-10653,2024-02-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.152,False,Vibration baseline recovered after tool holder replacement.
-10654,2024-02-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.126,False,Packaging line stop reduced adjacent vibration background.
-10655,2024-02-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.041,False,Thermal overshoot event coincided with recipe change on furnace.
-10656,2024-02-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.598,False,Edge collector replayed buffered events after network recovery.
-10657,2024-02-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.79,False,Press cycle dwell time lengthened during high-volume batch.
-10658,2024-02-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.013,False,Short-lived packet loss observed at edge gateway gw-02.
-10659,2024-02-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.482,False,Sensor battery health remains nominal after firmware update.
-10660,2024-02-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.01,False,Humidity readings track seasonal rise across late spring.
-10661,2024-02-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.435,False,Vibration harmonics broadened during extended production run.
-10662,2024-02-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.337,False,Vibration baseline recovered after tool holder replacement.
-10663,2024-02-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.819,False,Pressure line purge completed before restart authorization.
-10664,2024-02-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.478,False,Air handler maintenance reduced humidity variance on finishing line.
-10665,2024-02-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.963,False,Night shift startup produced higher than normal vibration floor.
-10666,2024-02-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.399,False,Night shift startup produced higher than normal vibration floor.
-10667,2024-02-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.345,False,Warning threshold updated for pilot predictive-maintenance model.
-10668,2024-02-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.503,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10669,2024-02-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.844,False,Dust extraction fan offline for 18 minutes on line finishing.
-10670,2024-02-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.61,False,Humidity readings track seasonal rise across late spring.
-10671,2024-02-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.417,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10672,2024-02-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.43,False,SCADA backfill inserted two delayed telemetry points.
-10673,2024-02-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.905,False,Operator reported intermittent chatter on machine CNC-04.
-10674,2024-02-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.538,False,Bearing temperature rising faster than baseline on spindle cell.
-10675,2024-02-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.547,False,Quality team requested trace review for lot 24-118B.
-10676,2024-02-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.647,False,Packaging line stop reduced adjacent vibration background.
-10677,2024-02-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.908,False,Night shift startup produced higher than normal vibration floor.
-10678,2024-02-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.884,False,Sensor battery health remains nominal after firmware update.
-10679,2024-02-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.06,False,Temperature remained elevated during unscheduled overtime run.
-10680,2024-02-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.234,False,SCADA backfill inserted two delayed telemetry points.
-10681,2024-02-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.108,False,Quality team requested trace review for lot 24-118B.
-10682,2024-02-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.105,False,Sensor signal clipping observed during startup surge.
-10683,2024-02-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.957,False,Operator reported intermittent chatter on machine CNC-04.
-10684,2024-02-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.867,False,Pressure settled back to nominal after valve reseat.
-10685,2024-02-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.805,False,Vibration burst exceeds envelope during tool change cycle.
-10686,2024-02-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.717,False,Temperature remained elevated during unscheduled overtime run.
-10687,2024-02-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.221,False,Vibration baseline recovered after tool holder replacement.
-10688,2024-02-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.601,False,Thermal ramp exceeded expected warmup curve before shift start.
-10689,2024-02-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,Unbalanced load introduced cyclical pressure ripple.
-10690,2024-02-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.217,False,Maintenance note logged for coupling imbalance inspection.
-10691,2024-02-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.124,False,Pressure settled back to nominal after valve reseat.
-10692,2024-02-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.917,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10693,2024-02-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.582,False,Night shift startup produced higher than normal vibration floor.
-10694,2024-02-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.324,False,Pressure settled back to nominal after valve reseat.
-10695,2024-02-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.992,False,Humidity baseline improved after seal replacement.
-10696,2024-02-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.18,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10697,2024-02-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.427,False,Sensor battery health remains nominal after firmware update.
-10698,2024-02-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.837,False,Thermal overshoot event coincided with recipe change on furnace.
-10699,2024-02-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.365,False,Maintenance crew confirmed lubrication interval was missed.
-10700,2024-02-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.763,False,Operator reset acknowledged after red-tag inspection.
-10701,2024-02-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.93,False,Reliability engineer tagged sample window for model retraining.
-10702,2024-02-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.198,False,Humidity baseline improved after seal replacement.
-10703,2024-02-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.1,False,Vibration baseline recovered after tool holder replacement.
-10704,2024-02-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.884,False,Reliability engineer tagged sample window for model retraining.
-10705,2024-02-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.323,False,Humidity readings track seasonal rise across late spring.
-10706,2024-02-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.236,False,Dust extraction fan offline for 18 minutes on line finishing.
-10707,2024-02-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.753,False,Vibration baseline recovered after tool holder replacement.
-10708,2024-02-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.409,False,Thermal ramp exceeded expected warmup curve before shift start.
-10709,2024-02-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10710,2024-02-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.292,False,Supervisory alert generated after three consecutive threshold breaches.
-10711,2024-02-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.464,False,Humidity climbed during dock-door open period in afternoon shift.
-10712,2024-02-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.193,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10713,2024-02-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.808,False,Unbalanced load introduced cyclical pressure ripple.
-10714,2024-02-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.811,False,Bearing temperature rising faster than baseline on spindle cell.
-10715,2024-02-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.017,False,Vibration baseline recovered after tool holder replacement.
-10716,2024-02-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.53,False,Machine throughput increase drove sustained pressure uplift.
-10717,2024-02-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.469,False,Maintenance scheduler deferred calibration due to spare shortage.
-10718,2024-02-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.176,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10719,2024-02-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.675,False,Operator reported intermittent chatter on machine CNC-04.
-10720,2024-02-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.429,False,Maintenance crew confirmed lubrication interval was missed.
-10721,2024-02-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.395,False,Sensor signal clipping observed during startup surge.
-10722,2024-02-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.524,False,Hydraulic line pressure oscillation detected under load.
-10723,2024-02-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.447,False,Reliability engineer tagged sample window for model retraining.
-10724,2024-02-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.864,False,Maintenance crew confirmed lubrication interval was missed.
-10725,2024-02-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.077,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10726,2024-02-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.323,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10727,2024-02-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.611,False,Bearing temperature rising faster than baseline on spindle cell.
-10728,2024-02-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.006,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10729,2024-02-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.465,False,Air handler maintenance reduced humidity variance on finishing line.
-10730,2024-02-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.352,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10731,2024-02-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.079,False,Humidity excursion near finishing booth during coating run.
-10732,2024-02-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.71,False,Hydraulic line pressure oscillation detected under load.
-10733,2024-02-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.819,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10734,2024-02-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.035,False,Short-lived packet loss observed at edge gateway gw-02.
-10735,2024-02-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.482,False,Maintenance crew confirmed lubrication interval was missed.
-10736,2024-02-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.909,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10737,2024-02-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.704,False,Pressure line purge completed before restart authorization.
-10738,2024-02-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.51,False,Sensor enclosure opened for manual calibration verification.
-10739,2024-02-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.902,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10740,2024-02-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.827,False,Reliability engineer tagged sample window for model retraining.
-10741,2024-02-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.098,False,Warning threshold updated for pilot predictive-maintenance model.
-10742,2024-02-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.656,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10743,2024-02-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10744,2024-02-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.918,False,Calibration check overdue by 11 days for press-line transducer.
-10745,2024-02-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.061,False,Temperature remained elevated during unscheduled overtime run.
-10746,2024-02-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.452,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10747,2024-02-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,SCADA backfill inserted two delayed telemetry points.
-10748,2024-02-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.428,False,Unbalanced load introduced cyclical pressure ripple.
-10749,2024-02-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Quality team requested trace review for lot 24-118B.
-10750,2024-02-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.609,False,Coolant loop adjustment reduced chamber temperature spread.
-10751,2024-02-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.448,False,Vibration burst exceeds envelope during tool change cycle.
-10752,2024-02-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.033,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10753,2024-02-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.01,False,Packaging line stop reduced adjacent vibration background.
-10754,2024-02-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.701,False,Packaging line stop reduced adjacent vibration background.
-10755,2024-02-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.147,False,Operator reported intermittent chatter on machine CNC-04.
-10756,2024-02-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.163,False,Coolant loop adjustment reduced chamber temperature spread.
-10757,2024-02-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.909,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10758,2024-02-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.699,False,Temperature variance narrowed after coolant nozzle cleaning.
-10759,2024-02-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.354,False,Warning threshold updated for pilot predictive-maintenance model.
-10760,2024-02-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.315,False,Humidity readings track seasonal rise across late spring.
-10761,2024-02-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.806,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10762,2024-02-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.19,False,Humidity excursion near finishing booth during coating run.
-10763,2024-02-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.694,False,Vibration harmonics broadened during extended production run.
-10764,2024-02-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.33,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10765,2024-02-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.073,False,Humidity baseline improved after seal replacement.
-10766,2024-02-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.394,False,Pressure settled back to nominal after valve reseat.
-10767,2024-02-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.154,False,Anomaly review flagged possible bearing wear progression.
-10768,2024-02-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.507,False,Maintenance crew confirmed lubrication interval was missed.
-10769,2024-02-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.803,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10770,2024-02-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.216,False,Operator reset acknowledged after red-tag inspection.
-10771,2024-02-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.907,False,Supervisory alert generated after three consecutive threshold breaches.
-10772,2024-02-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.026,False,Temporary gateway failover completed without data loss.
-10773,2024-02-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Short-lived packet loss observed at edge gateway gw-02.
-10774,2024-02-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.59,False,Hydraulic line pressure oscillation detected under load.
-10775,2024-02-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.531,False,Sensor signal clipping observed during startup surge.
-10776,2024-02-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.83,False,Pressure peak corresponds to oversized billet batch processing.
-10777,2024-02-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.411,False,Humidity climbed during dock-door open period in afternoon shift.
-10778,2024-02-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.546,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10779,2024-02-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.927,False,Pressure settled back to nominal after valve reseat.
-10780,2024-02-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.216,False,Maintenance note logged for coupling imbalance inspection.
-10781,2024-02-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.055,False,Reliability engineer tagged sample window for model retraining.
-10782,2024-02-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.195,False,Press cycle dwell time lengthened during high-volume batch.
-10783,2024-02-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.987,False,Humidity excursion near finishing booth during coating run.
-10784,2024-02-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.124,False,Pressure settled back to nominal after valve reseat.
-10785,2024-02-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.655,False,Condensation warning cleared after dehumidifier ramp-up.
-10786,2024-02-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.163,False,Temperature variance narrowed after coolant nozzle cleaning.
-10787,2024-02-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.717,False,Pressure settled back to nominal after valve reseat.
-10788,2024-02-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.075,False,SCADA backfill inserted two delayed telemetry points.
-10789,2024-02-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.111,False,Bearing temperature rising faster than baseline on spindle cell.
-10790,2024-02-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.103,False,Sensor heartbeat delayed by one interval after gateway retry.
-10791,2024-02-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.404,False,Maintenance note logged for coupling imbalance inspection.
-10792,2024-02-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.138,False,Vibration harmonics broadened during extended production run.
-10793,2024-02-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.264,False,Operator reported intermittent chatter on machine CNC-04.
-10794,2024-02-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.078,False,Night shift startup produced higher than normal vibration floor.
-10795,2024-02-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.241,False,Short-lived packet loss observed at edge gateway gw-02.
-10796,2024-02-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.903,False,Maintenance crew confirmed lubrication interval was missed.
-10797,2024-02-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.381,False,Humidity climbed during dock-door open period in afternoon shift.
-10798,2024-02-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.674,False,Reliability engineer tagged sample window for model retraining.
-10799,2024-02-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.922,False,Quality team requested trace review for lot 24-118B.
-10800,2024-02-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.197,False,Maintenance crew confirmed lubrication interval was missed.
-10801,2024-02-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.856,False,Vibration harmonics broadened during extended production run.
-10802,2024-02-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.802,False,Pressure settled back to nominal after valve reseat.
-10803,2024-02-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.919,False,Operator reported intermittent chatter on machine CNC-04.
-10804,2024-02-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.436,False,Unbalanced load introduced cyclical pressure ripple.
-10805,2024-02-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Calibration check overdue by 11 days for press-line transducer.
-10806,2024-02-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.024,False,Transient outlier matched forklift impact near cabinet wall.
-10807,2024-02-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.429,False,Calibration check overdue by 11 days for press-line transducer.
-10808,2024-02-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.905,False,Edge collector replayed buffered events after network recovery.
-10809,2024-02-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Machine idle period extended during planned sanitation window.
-10810,2024-02-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.409,False,Coolant loop adjustment reduced chamber temperature spread.
-10811,2024-02-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Edge collector replayed buffered events after network recovery.
-10812,2024-02-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.661,False,Supervisory alert generated after three consecutive threshold breaches.
-10813,2024-02-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Temperature variance narrowed after coolant nozzle cleaning.
-10814,2024-02-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.596,False,Sensor signal clipping observed during startup surge.
-10815,2024-02-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.29,False,Temporary gateway failover completed without data loss.
-10816,2024-02-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.559,False,Humidity excursion near finishing booth during coating run.
-10817,2024-02-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.374,False,Hydraulic line pressure oscillation detected under load.
-10818,2024-02-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.088,False,Sensor signal clipping observed during startup surge.
-10819,2024-02-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.58,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10820,2024-02-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.372,False,Anomaly review flagged possible bearing wear progression.
-10821,2024-02-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.27,False,Telemetry quality flag downgraded during sensor self-test window.
-10822,2024-02-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.544,False,Air handler maintenance reduced humidity variance on finishing line.
-10823,2024-02-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.635,False,Sensor signal clipping observed during startup surge.
-10824,2024-02-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.568,False,Humidity climbed during dock-door open period in afternoon shift.
-10825,2024-02-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.449,False,Operator reset acknowledged after red-tag inspection.
-10826,2024-02-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.345,False,Vibration harmonics broadened during extended production run.
-10827,2024-02-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.767,False,Sensor signal clipping observed during startup surge.
-10828,2024-02-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.152,False,Temperature variance narrowed after coolant nozzle cleaning.
-10829,2024-02-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.17,False,Humidity excursion near finishing booth during coating run.
-10830,2024-02-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.047,False,Operator reported intermittent chatter on machine CNC-04.
-10831,2024-02-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.689,False,Supervisory alert generated after three consecutive threshold breaches.
-10832,2024-02-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.732,False,Unbalanced load introduced cyclical pressure ripple.
-10833,2024-02-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Shift handoff note referenced unusual noise near press enclosure.
-10834,2024-02-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.081,False,Temporary gateway failover completed without data loss.
-10835,2024-02-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.443,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10836,2024-02-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.432,False,Night shift startup produced higher than normal vibration floor.
-10837,2024-02-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.813,False,Condensation warning cleared after dehumidifier ramp-up.
-10838,2024-02-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.464,False,Transient outlier matched forklift impact near cabinet wall.
-10839,2024-02-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Maintenance crew confirmed lubrication interval was missed.
-10840,2024-02-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.285,False,Pressure peak corresponds to oversized billet batch processing.
-10841,2024-02-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.238,False,Sensor battery health remains nominal after firmware update.
-10842,2024-02-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.635,False,Warning threshold updated for pilot predictive-maintenance model.
-10843,2024-02-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.86,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10844,2024-02-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.405,False,Reliability engineer tagged sample window for model retraining.
-10845,2024-02-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.399,False,Coolant loop adjustment reduced chamber temperature spread.
-10846,2024-02-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.485,False,Temperature variance narrowed after coolant nozzle cleaning.
-10847,2024-02-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.743,False,Coolant loop adjustment reduced chamber temperature spread.
-10848,2024-02-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.086,False,Maintenance note logged for coupling imbalance inspection.
-10849,2024-02-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.355,False,Humidity climbed during dock-door open period in afternoon shift.
-10850,2024-02-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.436,False,Sensor heartbeat delayed by one interval after gateway retry.
-10851,2024-02-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.262,False,Unbalanced load introduced cyclical pressure ripple.
-10852,2024-02-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.293,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10853,2024-02-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Thermal ramp exceeded expected warmup curve before shift start.
-10854,2024-02-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.735,False,Maintenance scheduler deferred calibration due to spare shortage.
-10855,2024-02-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.763,False,Short-lived packet loss observed at edge gateway gw-02.
-10856,2024-02-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.662,False,Machine throughput increase drove sustained pressure uplift.
-10857,2024-02-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.325,False,Sensor enclosure opened for manual calibration verification.
-10858,2024-02-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.626,False,Humidity excursion near finishing booth during coating run.
-10859,2024-02-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.367,False,Quality team requested trace review for lot 24-118B.
-10860,2024-02-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.643,False,Coolant loop adjustment reduced chamber temperature spread.
-10861,2024-02-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.936,False,Sensor signal clipping observed during startup surge.
-10862,2024-02-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.007,False,Humidity excursion near finishing booth during coating run.
-10863,2024-02-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.57,False,Calibration check overdue by 11 days for press-line transducer.
-10864,2024-02-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.8,False,Pressure peak corresponds to oversized billet batch processing.
-10865,2024-02-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.569,False,Temperature variance narrowed after coolant nozzle cleaning.
-10866,2024-02-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.336,False,Calibration check overdue by 11 days for press-line transducer.
-10867,2024-02-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.116,False,Machine throughput increase drove sustained pressure uplift.
-10868,2024-02-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.873,False,Telemetry quality flag downgraded during sensor self-test window.
-10869,2024-02-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.532,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10870,2024-02-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.996,False,Air handler maintenance reduced humidity variance on finishing line.
-10871,2024-02-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.963,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10872,2024-02-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.615,False,Air handler maintenance reduced humidity variance on finishing line.
-10873,2024-02-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.287,False,Humidity excursion near finishing booth during coating run.
-10874,2024-02-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.923,False,Anomaly review flagged possible bearing wear progression.
-10875,2024-02-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.421,False,Press cycle dwell time lengthened during high-volume batch.
-10876,2024-02-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.553,False,Edge collector replayed buffered events after network recovery.
-10877,2024-02-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.611,False,Pressure peak corresponds to oversized billet batch processing.
-10878,2024-02-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.319,False,Bearing temperature rising faster than baseline on spindle cell.
-10879,2024-02-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.395,False,Temperature variance narrowed after coolant nozzle cleaning.
-10880,2024-02-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.896,False,Pressure line purge completed before restart authorization.
-10881,2024-02-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.493,False,Quality team requested trace review for lot 24-118B.
-10882,2024-02-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.103,False,Pressure peak corresponds to oversized billet batch processing.
-10883,2024-02-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.996,False,Sensor enclosure opened for manual calibration verification.
-10884,2024-02-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.271,False,Pressure settled back to nominal after valve reseat.
-10885,2024-02-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.344,False,Quality hold reduced finishing booth activity for one shift.
-10886,2024-02-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.422,False,Sensor heartbeat delayed by one interval after gateway retry.
-10887,2024-02-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.862,False,Supervisory alert generated after three consecutive threshold breaches.
-10888,2024-02-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.302,False,Quality hold reduced finishing booth activity for one shift.
-10889,2024-02-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.356,False,Vibration burst exceeds envelope during tool change cycle.
-10890,2024-02-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.042,False,Maintenance scheduler deferred calibration due to spare shortage.
-10891,2024-02-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.423,False,Transient outlier matched forklift impact near cabinet wall.
-10892,2024-02-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.7,False,Sensor battery health remains nominal after firmware update.
-10893,2024-02-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.727,False,Hydraulic line pressure oscillation detected under load.
-10894,2024-02-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.082,False,Reliability engineer tagged sample window for model retraining.
-10895,2024-02-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.127,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10896,2024-02-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.467,False,Pressure peak corresponds to oversized billet batch processing.
-10897,2024-02-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.504,False,Quality hold reduced finishing booth activity for one shift.
-10898,2024-02-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.148,False,Humidity excursion near finishing booth during coating run.
-10899,2024-02-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.605,False,Thermal overshoot event coincided with recipe change on furnace.
-10900,2024-02-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.621,False,Humidity baseline improved after seal replacement.
-10901,2024-02-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Condensation warning cleared after dehumidifier ramp-up.
-10902,2024-02-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.54,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10903,2024-02-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.893,False,Shift handoff note referenced unusual noise near press enclosure.
-10904,2024-02-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.452,False,Supervisory alert generated after three consecutive threshold breaches.
-10905,2024-02-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.777,False,Edge collector replayed buffered events after network recovery.
-10906,2024-02-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.391,False,Condensation warning cleared after dehumidifier ramp-up.
-10907,2024-02-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.181,False,Sensor signal clipping observed during startup surge.
-10908,2024-02-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.759,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10909,2024-02-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.078,False,Condensation warning cleared after dehumidifier ramp-up.
-10910,2024-02-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.899,False,Pressure peak corresponds to oversized billet batch processing.
-10911,2024-02-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.937,False,Telemetry quality flag downgraded during sensor self-test window.
-10912,2024-02-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.839,False,Humidity baseline improved after seal replacement.
-10913,2024-02-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.911,False,Temperature variance narrowed after coolant nozzle cleaning.
-10914,2024-02-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.859,False,Sensor heartbeat delayed by one interval after gateway retry.
-10915,2024-02-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.303,False,Vibration baseline recovered after tool holder replacement.
-10916,2024-02-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.116,False,Temperature variance narrowed after coolant nozzle cleaning.
-10917,2024-02-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.588,False,Maintenance crew confirmed lubrication interval was missed.
-10918,2024-02-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.516,False,Humidity baseline improved after seal replacement.
-10919,2024-02-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.986,False,Warning threshold updated for pilot predictive-maintenance model.
-10920,2024-02-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.015,False,Quality hold reduced finishing booth activity for one shift.
-10921,2024-02-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.442,False,Temporary gateway failover completed without data loss.
-10922,2024-02-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.244,False,Maintenance scheduler deferred calibration due to spare shortage.
-10923,2024-02-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.727,False,Temporary gateway failover completed without data loss.
-10924,2024-02-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.637,False,Temperature remained elevated during unscheduled overtime run.
-10925,2024-02-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.678,False,Humidity baseline improved after seal replacement.
-10926,2024-02-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.173,False,Anomaly review flagged possible bearing wear progression.
-10927,2024-02-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.538,False,Humidity excursion near finishing booth during coating run.
-10928,2024-02-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.663,False,Pressure settled back to nominal after valve reseat.
-10929,2024-02-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.532,False,Temperature remained elevated during unscheduled overtime run.
-10930,2024-02-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.653,False,Thermal ramp exceeded expected warmup curve before shift start.
-10931,2024-02-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.752,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-10932,2024-02-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.184,False,Transient outlier matched forklift impact near cabinet wall.
-10933,2024-02-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.505,False,Temperature variance narrowed after coolant nozzle cleaning.
-10934,2024-02-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.443,False,Supervisory alert generated after three consecutive threshold breaches.
-10935,2024-02-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.957,False,Operator reported intermittent chatter on machine CNC-04.
-10936,2024-02-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.89,False,Warning threshold updated for pilot predictive-maintenance model.
-10937,2024-02-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.081,False,SCADA backfill inserted two delayed telemetry points.
-10938,2024-02-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.592,False,Night shift startup produced higher than normal vibration floor.
-10939,2024-02-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.972,False,Air handler maintenance reduced humidity variance on finishing line.
-10940,2024-02-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.635,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10941,2024-02-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.972,False,Night shift startup produced higher than normal vibration floor.
-10942,2024-02-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.799,False,Thermal overshoot event coincided with recipe change on furnace.
-10943,2024-02-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,SCADA backfill inserted two delayed telemetry points.
-10944,2024-02-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.785,False,Machine idle period extended during planned sanitation window.
-10945,2024-02-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.072,False,Quality hold reduced finishing booth activity for one shift.
-10946,2024-02-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.512,False,Thermal ramp exceeded expected warmup curve before shift start.
-10947,2024-02-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.339,False,Supervisory alert generated after three consecutive threshold breaches.
-10948,2024-02-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.94,False,Thermal overshoot event coincided with recipe change on furnace.
-10949,2024-02-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.752,False,Humidity excursion near finishing booth during coating run.
-10950,2024-02-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.084,False,Condensation warning cleared after dehumidifier ramp-up.
-10951,2024-02-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.301,False,Coolant loop adjustment reduced chamber temperature spread.
-10952,2024-02-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.406,False,Compressed air fluctuation introduced pressure noise for two cycles.
-10953,2024-02-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.032,False,Reliability engineer tagged sample window for model retraining.
-10954,2024-02-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.214,False,Air handler maintenance reduced humidity variance on finishing line.
-10955,2024-02-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.105,False,Machine idle period extended during planned sanitation window.
-10956,2024-02-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.452,False,Transient outlier matched forklift impact near cabinet wall.
-10957,2024-02-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.736,False,Operator reported intermittent chatter on machine CNC-04.
-10958,2024-02-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.033,False,Edge collector replayed buffered events after network recovery.
-10959,2024-02-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.026,False,Hydraulic line pressure oscillation detected under load.
-10960,2024-02-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,50.335,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10961,2024-02-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.236,False,Air handler maintenance reduced humidity variance on finishing line.
-10962,2024-02-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.522,False,Machine throughput increase drove sustained pressure uplift.
-10963,2024-02-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.876,False,Press cycle dwell time lengthened during high-volume batch.
-10964,2024-02-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.782,False,Shift handoff note referenced unusual noise near press enclosure.
-10965,2024-02-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.171,False,Warning threshold updated for pilot predictive-maintenance model.
-10966,2024-02-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.267,False,Pressure settled back to nominal after valve reseat.
-10967,2024-02-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.396,False,Heat-treat furnace door cycling increased localized temperature spikes.
-10968,2024-02-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.011,False,Coolant loop adjustment reduced chamber temperature spread.
-10969,2024-02-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.847,False,Packaging line stop reduced adjacent vibration background.
-10970,2024-02-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.57,False,Humidity readings track seasonal rise across late spring.
-10971,2024-02-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.722,False,Calibration check overdue by 11 days for press-line transducer.
-10972,2024-02-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.29,False,Pressure line purge completed before restart authorization.
-10973,2024-02-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.251,False,Maintenance crew confirmed lubrication interval was missed.
-10974,2024-02-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.28,False,Humidity baseline improved after seal replacement.
-10975,2024-02-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.052,False,Calibration check overdue by 11 days for press-line transducer.
-10976,2024-02-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.226,False,Humidity baseline improved after seal replacement.
-10977,2024-02-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.213,False,Machine idle period extended during planned sanitation window.
-10978,2024-02-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.574,False,Telemetry quality flag downgraded during sensor self-test window.
-10979,2024-02-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.66,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10980,2024-02-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.15,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-10981,2024-02-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Shift handoff note referenced unusual noise near press enclosure.
-10982,2024-02-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.643,False,Shift handoff note referenced unusual noise near press enclosure.
-10983,2024-02-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Unbalanced load introduced cyclical pressure ripple.
-10984,2024-02-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.317,False,Hydraulic line pressure oscillation detected under load.
-10985,2024-02-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.835,False,Thermal ramp exceeded expected warmup curve before shift start.
-10986,2024-02-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.305,False,Temperature remained elevated during unscheduled overtime run.
-10987,2024-02-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.227,False,Air handler maintenance reduced humidity variance on finishing line.
-10988,2024-02-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,49.18,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-10989,2024-02-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.473,False,Shift handoff note referenced unusual noise near press enclosure.
-10990,2024-02-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.209,False,Hydraulic line pressure oscillation detected under load.
-10991,2024-02-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.927,False,Transient outlier matched forklift impact near cabinet wall.
-10992,2024-02-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.087,False,Sensor 3 drift suspected after cross-check with manual gauge.
-10993,2024-02-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.805,False,Dust extraction fan offline for 18 minutes on line finishing.
-10994,2024-02-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.731,False,Thermal ramp exceeded expected warmup curve before shift start.
-10995,2024-02-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.099,False,Unbalanced load introduced cyclical pressure ripple.
-10996,2024-02-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.226,False,Thermal overshoot event coincided with recipe change on furnace.
-10997,2024-02-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.905,False,Maintenance scheduler deferred calibration due to spare shortage.
-10998,2024-02-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.745,False,Ambient temperature stabilized after HVAC stage-two engagement.
-10999,2024-02-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.224,False,Maintenance note logged for coupling imbalance inspection.
-11000,2024-02-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.535,False,Unbalanced load introduced cyclical pressure ripple.
-11001,2024-02-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.294,False,Calibration check overdue by 11 days for press-line transducer.
-11002,2024-02-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.425,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11003,2024-02-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.149,False,Vibration harmonics broadened during extended production run.
-11004,2024-02-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,52.658,False,Edge collector replayed buffered events after network recovery.
-11005,2024-02-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.421,False,Condensation warning cleared after dehumidifier ramp-up.
-11006,2024-02-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.581,False,Humidity readings track seasonal rise across late spring.
-11007,2024-02-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.535,False,Warning threshold updated for pilot predictive-maintenance model.
-11008,2024-02-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.28,False,Machine idle period extended during planned sanitation window.
-11009,2024-02-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.256,False,Warning threshold updated for pilot predictive-maintenance model.
-11010,2024-02-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.894,False,Quality team requested trace review for lot 24-118B.
-11011,2024-02-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.919,False,Calibration check overdue by 11 days for press-line transducer.
-11012,2024-02-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.237,False,Sensor enclosure opened for manual calibration verification.
-11013,2024-02-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.118,False,Transient outlier matched forklift impact near cabinet wall.
-11014,2024-02-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.024,False,Dust extraction fan offline for 18 minutes on line finishing.
-11015,2024-02-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.802,False,Hydraulic line pressure oscillation detected under load.
-11016,2024-02-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.953,False,Sensor enclosure opened for manual calibration verification.
-11017,2024-02-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.539,False,Vibration harmonics broadened during extended production run.
-11018,2024-02-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.146,False,Warning threshold updated for pilot predictive-maintenance model.
-11019,2024-02-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.752,False,Shift handoff note referenced unusual noise near press enclosure.
-11020,2024-02-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.707,False,Operator reset acknowledged after red-tag inspection.
-11021,2024-02-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.788,False,Short-lived packet loss observed at edge gateway gw-02.
-11022,2024-02-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.872,False,Humidity climbed during dock-door open period in afternoon shift.
-11023,2024-02-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.69,False,Humidity baseline improved after seal replacement.
-11024,2024-02-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.268,False,Coolant loop adjustment reduced chamber temperature spread.
-11025,2024-02-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.211,False,Maintenance note logged for coupling imbalance inspection.
-11026,2024-02-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.149,False,Humidity climbed during dock-door open period in afternoon shift.
-11027,2024-02-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.032,False,Quality hold reduced finishing booth activity for one shift.
-11028,2024-02-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.45,False,Telemetry quality flag downgraded during sensor self-test window.
-11029,2024-02-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.347,False,Quality team requested trace review for lot 24-118B.
-11030,2024-02-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.6,False,Machine idle period extended during planned sanitation window.
-11031,2024-02-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.57,False,Reliability engineer tagged sample window for model retraining.
-11032,2024-02-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.726,False,Short-lived packet loss observed at edge gateway gw-02.
-11033,2024-02-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.68,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11034,2024-02-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.031,False,Reliability engineer tagged sample window for model retraining.
-11035,2024-02-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.011,False,Thermal overshoot event coincided with recipe change on furnace.
-11036,2024-02-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.922,False,Humidity climbed during dock-door open period in afternoon shift.
-11037,2024-02-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.654,False,Supervisory alert generated after three consecutive threshold breaches.
-11038,2024-02-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.078,False,SCADA backfill inserted two delayed telemetry points.
-11039,2024-02-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.976,False,Vibration harmonics broadened during extended production run.
-11040,2024-02-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.224,False,Supervisory alert generated after three consecutive threshold breaches.
-11041,2024-02-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.578,False,Sensor enclosure opened for manual calibration verification.
-11042,2024-02-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.212,False,Humidity excursion near finishing booth during coating run.
-11043,2024-02-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.533,False,Maintenance crew confirmed lubrication interval was missed.
-11044,2024-02-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.953,False,Pressure settled back to nominal after valve reseat.
-11045,2024-02-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.931,False,Machine throughput increase drove sustained pressure uplift.
-11046,2024-02-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.895,False,SCADA backfill inserted two delayed telemetry points.
-11047,2024-02-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.15,False,Sensor heartbeat delayed by one interval after gateway retry.
-11048,2024-02-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.088,False,Pressure peak corresponds to oversized billet batch processing.
-11049,2024-02-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.592,False,Pressure peak corresponds to oversized billet batch processing.
-11050,2024-02-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.024,False,Vibration burst exceeds envelope during tool change cycle.
-11051,2024-02-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.671,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11052,2024-02-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.083,False,Humidity baseline improved after seal replacement.
-11053,2024-02-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.91,False,Calibration check overdue by 11 days for press-line transducer.
-11054,2024-02-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.392,False,Anomaly review flagged possible bearing wear progression.
-11055,2024-02-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.108,False,Condensation warning cleared after dehumidifier ramp-up.
-11056,2024-02-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.863,False,Humidity baseline improved after seal replacement.
-11057,2024-02-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11058,2024-02-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.538,False,Packaging line stop reduced adjacent vibration background.
-11059,2024-02-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.421,False,Coolant loop adjustment reduced chamber temperature spread.
-11060,2024-02-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.955,False,Thermal overshoot event coincided with recipe change on furnace.
-11061,2024-02-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.866,False,Air handler maintenance reduced humidity variance on finishing line.
-11062,2024-02-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.317,False,Transient outlier matched forklift impact near cabinet wall.
-11063,2024-02-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.758,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11064,2024-02-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.482,False,Calibration check overdue by 11 days for press-line transducer.
-11065,2024-02-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.526,False,Vibration baseline recovered after tool holder replacement.
-11066,2024-02-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.021,False,Condensation warning cleared after dehumidifier ramp-up.
-11067,2024-02-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.644,False,Pressure line purge completed before restart authorization.
-11068,2024-02-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.93,False,Vibration burst exceeds envelope during tool change cycle.
-11069,2024-02-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.52,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11070,2024-02-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.665,False,Maintenance crew confirmed lubrication interval was missed.
-11071,2024-02-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.433,False,Maintenance note logged for coupling imbalance inspection.
-11072,2024-02-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.559,False,Pressure peak corresponds to oversized billet batch processing.
-11073,2024-02-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.432,False,Vibration baseline recovered after tool holder replacement.
-11074,2024-02-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.156,False,Maintenance note logged for coupling imbalance inspection.
-11075,2024-02-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.421,False,Unbalanced load introduced cyclical pressure ripple.
-11076,2024-02-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.245,False,Vibration baseline recovered after tool holder replacement.
-11077,2024-02-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.179,False,Maintenance crew confirmed lubrication interval was missed.
-11078,2024-02-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.5,False,Sensor enclosure opened for manual calibration verification.
-11079,2024-02-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.051,False,Supervisory alert generated after three consecutive threshold breaches.
-11080,2024-02-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.255,False,Telemetry quality flag downgraded during sensor self-test window.
-11081,2024-02-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.141,False,Pressure settled back to nominal after valve reseat.
-11082,2024-02-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.971,False,Reliability engineer tagged sample window for model retraining.
-11083,2024-02-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.801,False,Pressure settled back to nominal after valve reseat.
-11084,2024-02-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.458,False,Temperature variance narrowed after coolant nozzle cleaning.
-11085,2024-02-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.519,False,Temperature remained elevated during unscheduled overtime run.
-11086,2024-02-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.738,False,Unbalanced load introduced cyclical pressure ripple.
-11087,2024-02-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.346,False,Dust extraction fan offline for 18 minutes on line finishing.
-11088,2024-02-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.0,False,Quality hold reduced finishing booth activity for one shift.
-11089,2024-02-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.317,False,Dust extraction fan offline for 18 minutes on line finishing.
-11090,2024-02-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.454,False,Press cycle dwell time lengthened during high-volume batch.
-11091,2024-02-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.085,False,Dust extraction fan offline for 18 minutes on line finishing.
-11092,2024-02-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.957,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11093,2024-02-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.437,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11094,2024-02-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.491,False,SCADA backfill inserted two delayed telemetry points.
-11095,2024-02-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.207,False,Temperature remained elevated during unscheduled overtime run.
-11096,2024-02-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.048,False,Humidity climbed during dock-door open period in afternoon shift.
-11097,2024-02-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.809,False,Humidity climbed during dock-door open period in afternoon shift.
-11098,2024-02-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.218,False,Vibration harmonics broadened during extended production run.
-11099,2024-02-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.469,False,SCADA backfill inserted two delayed telemetry points.
-11100,2024-02-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.089,False,Transient outlier matched forklift impact near cabinet wall.
-11101,2024-02-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Supervisory alert generated after three consecutive threshold breaches.
-11102,2024-02-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.204,False,Packaging line stop reduced adjacent vibration background.
-11103,2024-02-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.436,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11104,2024-02-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.301,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11105,2024-02-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.925,False,Humidity readings track seasonal rise across late spring.
-11106,2024-02-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.433,False,Machine throughput increase drove sustained pressure uplift.
-11107,2024-02-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.742,False,Temporary gateway failover completed without data loss.
-11108,2024-02-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.976,False,SCADA backfill inserted two delayed telemetry points.
-11109,2024-02-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.37,False,Operator reset acknowledged after red-tag inspection.
-11110,2024-02-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.086,False,Vibration harmonics broadened during extended production run.
-11111,2024-02-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.203,False,Temporary gateway failover completed without data loss.
-11112,2024-02-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.31,False,Anomaly review flagged possible bearing wear progression.
-11113,2024-02-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.654,False,Night shift startup produced higher than normal vibration floor.
-11114,2024-02-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.411,False,Operator reported intermittent chatter on machine CNC-04.
-11115,2024-02-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.048,False,Humidity baseline improved after seal replacement.
-11116,2024-02-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.341,False,Anomaly review flagged possible bearing wear progression.
-11117,2024-02-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.766,False,Sensor enclosure opened for manual calibration verification.
-11118,2024-02-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.29,False,Telemetry quality flag downgraded during sensor self-test window.
-11119,2024-02-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.307,False,Bearing temperature rising faster than baseline on spindle cell.
-11120,2024-02-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.463,False,Short-lived packet loss observed at edge gateway gw-02.
-11121,2024-02-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.401,False,Telemetry quality flag downgraded during sensor self-test window.
-11122,2024-02-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.388,False,Humidity climbed during dock-door open period in afternoon shift.
-11123,2024-02-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.254,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11124,2024-02-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.15,False,Supervisory alert generated after three consecutive threshold breaches.
-11125,2024-02-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.779,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11126,2024-02-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.141,False,Temperature remained elevated during unscheduled overtime run.
-11127,2024-02-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.936,False,Operator reported intermittent chatter on machine CNC-04.
-11128,2024-02-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.779,False,Operator reset acknowledged after red-tag inspection.
-11129,2024-02-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.111,False,Pressure peak corresponds to oversized billet batch processing.
-11130,2024-02-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.52,False,Short-lived packet loss observed at edge gateway gw-02.
-11131,2024-02-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.489,False,SCADA backfill inserted two delayed telemetry points.
-11132,2024-02-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.329,False,Unbalanced load introduced cyclical pressure ripple.
-11133,2024-02-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.649,False,Dust extraction fan offline for 18 minutes on line finishing.
-11134,2024-02-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.589,False,Vibration baseline recovered after tool holder replacement.
-11135,2024-02-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.378,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11136,2024-02-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.872,False,Operator reset acknowledged after red-tag inspection.
-11137,2024-02-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.737,False,Telemetry quality flag downgraded during sensor self-test window.
-11138,2024-02-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.9,False,Condensation warning cleared after dehumidifier ramp-up.
-11139,2024-02-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.188,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11140,2024-02-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.278,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11141,2024-02-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.751,False,Temperature variance narrowed after coolant nozzle cleaning.
-11142,2024-02-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.915,False,Supervisory alert generated after three consecutive threshold breaches.
-11143,2024-02-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Temperature remained elevated during unscheduled overtime run.
-11144,2024-02-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.521,False,Temporary gateway failover completed without data loss.
-11145,2024-02-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.403,False,Temporary gateway failover completed without data loss.
-11146,2024-02-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.506,False,Condensation warning cleared after dehumidifier ramp-up.
-11147,2024-02-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.971,False,Quality hold reduced finishing booth activity for one shift.
-11148,2024-02-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.396,False,Maintenance scheduler deferred calibration due to spare shortage.
-11149,2024-02-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.475,False,Maintenance scheduler deferred calibration due to spare shortage.
-11150,2024-02-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.659,False,Humidity baseline improved after seal replacement.
-11151,2024-02-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.439,False,Reliability engineer tagged sample window for model retraining.
-11152,2024-02-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.013,False,Anomaly review flagged possible bearing wear progression.
-11153,2024-02-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.016,False,Humidity readings track seasonal rise across late spring.
-11154,2024-02-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.161,False,Anomaly review flagged possible bearing wear progression.
-11155,2024-02-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.172,False,Operator reported intermittent chatter on machine CNC-04.
-11156,2024-02-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.836,False,Packaging line stop reduced adjacent vibration background.
-11157,2024-02-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.837,False,Press cycle dwell time lengthened during high-volume batch.
-11158,2024-02-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.55,False,Supervisory alert generated after three consecutive threshold breaches.
-11159,2024-02-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.041,False,Temperature variance narrowed after coolant nozzle cleaning.
-11160,2024-02-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,57.526,False,Thermal overshoot event coincided with recipe change on furnace.
-11161,2024-02-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.722,False,Vibration burst exceeds envelope during tool change cycle.
-11162,2024-02-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.766,False,Operator reported intermittent chatter on machine CNC-04.
-11163,2024-02-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.001,False,Pressure settled back to nominal after valve reseat.
-11164,2024-02-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.403,False,Temperature remained elevated during unscheduled overtime run.
-11165,2024-02-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11166,2024-02-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.052,False,Reliability engineer tagged sample window for model retraining.
-11167,2024-02-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.163,False,Vibration burst exceeds envelope during tool change cycle.
-11168,2024-02-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.996,False,Vibration baseline recovered after tool holder replacement.
-11169,2024-02-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.099,False,Pressure settled back to nominal after valve reseat.
-11170,2024-02-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.778,False,Edge collector replayed buffered events after network recovery.
-11171,2024-02-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.135,False,Supervisory alert generated after three consecutive threshold breaches.
-11172,2024-02-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.624,False,Humidity readings track seasonal rise across late spring.
-11173,2024-02-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.496,False,Short-lived packet loss observed at edge gateway gw-02.
-11174,2024-02-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.563,False,Coolant loop adjustment reduced chamber temperature spread.
-11175,2024-02-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Anomaly review flagged possible bearing wear progression.
-11176,2024-02-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.794,False,Humidity climbed during dock-door open period in afternoon shift.
-11177,2024-02-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.211,False,Condensation warning cleared after dehumidifier ramp-up.
-11178,2024-02-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.536,False,Humidity climbed during dock-door open period in afternoon shift.
-11179,2024-02-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.872,False,Telemetry quality flag downgraded during sensor self-test window.
-11180,2024-02-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.616,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11181,2024-02-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.356,False,Reliability engineer tagged sample window for model retraining.
-11182,2024-02-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.136,False,Thermal overshoot event coincided with recipe change on furnace.
-11183,2024-02-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.667,False,Supervisory alert generated after three consecutive threshold breaches.
-11184,2024-02-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.393,False,Thermal overshoot event coincided with recipe change on furnace.
-11185,2024-02-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.473,False,Maintenance note logged for coupling imbalance inspection.
-11186,2024-02-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.777,False,Humidity readings track seasonal rise across late spring.
-11187,2024-02-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.213,False,Dust extraction fan offline for 18 minutes on line finishing.
-11188,2024-02-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.844,False,Maintenance crew confirmed lubrication interval was missed.
-11189,2024-02-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Humidity excursion near finishing booth during coating run.
-11190,2024-02-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.447,False,Reliability engineer tagged sample window for model retraining.
-11191,2024-02-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.126,False,Operator reset acknowledged after red-tag inspection.
-11192,2024-02-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.216,False,Air handler maintenance reduced humidity variance on finishing line.
-11193,2024-02-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.84,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11194,2024-02-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.153,False,Thermal overshoot event coincided with recipe change on furnace.
-11195,2024-02-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.145,False,Humidity excursion near finishing booth during coating run.
-11196,2024-02-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.174,False,Humidity readings track seasonal rise across late spring.
-11197,2024-02-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.309,False,Calibration check overdue by 11 days for press-line transducer.
-11198,2024-02-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.893,False,Night shift startup produced higher than normal vibration floor.
-11199,2024-02-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.679,False,Vibration burst exceeds envelope during tool change cycle.
-11200,2024-02-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.162,False,Anomaly review flagged possible bearing wear progression.
-11201,2024-02-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.668,False,Vibration baseline recovered after tool holder replacement.
-11202,2024-02-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.79,False,Machine idle period extended during planned sanitation window.
-11203,2024-02-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Pressure line purge completed before restart authorization.
-11204,2024-02-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.862,False,Coolant loop adjustment reduced chamber temperature spread.
-11205,2024-02-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.435,False,Edge collector replayed buffered events after network recovery.
-11206,2024-02-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.133,False,Packaging line stop reduced adjacent vibration background.
-11207,2024-02-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.033,False,SCADA backfill inserted two delayed telemetry points.
-11208,2024-02-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.531,False,Temperature remained elevated during unscheduled overtime run.
-11209,2024-02-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.248,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11210,2024-02-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.68,False,Transient outlier matched forklift impact near cabinet wall.
-11211,2024-02-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.343,False,Sensor signal clipping observed during startup surge.
-11212,2024-02-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.068,False,Quality hold reduced finishing booth activity for one shift.
-11213,2024-02-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.699,False,Vibration harmonics broadened during extended production run.
-11214,2024-02-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.428,False,Humidity readings track seasonal rise across late spring.
-11215,2024-02-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.278,False,Thermal ramp exceeded expected warmup curve before shift start.
-11216,2024-02-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.548,False,Short-lived packet loss observed at edge gateway gw-02.
-11217,2024-02-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.624,False,Bearing temperature rising faster than baseline on spindle cell.
-11218,2024-02-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.649,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11219,2024-02-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.441,False,Quality team requested trace review for lot 24-118B.
-11220,2024-02-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.729,False,Maintenance crew confirmed lubrication interval was missed.
-11221,2024-02-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.604,False,Thermal ramp exceeded expected warmup curve before shift start.
-11222,2024-02-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.407,False,Unbalanced load introduced cyclical pressure ripple.
-11223,2024-02-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Operator reset acknowledged after red-tag inspection.
-11224,2024-02-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.469,False,Humidity excursion near finishing booth during coating run.
-11225,2024-02-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.546,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11226,2024-02-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.108,False,Temperature remained elevated during unscheduled overtime run.
-11227,2024-02-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.188,False,Coolant loop adjustment reduced chamber temperature spread.
-11228,2024-02-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.226,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11229,2024-02-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11230,2024-02-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.294,False,Pressure settled back to nominal after valve reseat.
-11231,2024-02-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.953,False,Vibration harmonics broadened during extended production run.
-11232,2024-02-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.205,False,Pressure line purge completed before restart authorization.
-11233,2024-02-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Dust extraction fan offline for 18 minutes on line finishing.
-11234,2024-02-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.262,False,Sensor signal clipping observed during startup surge.
-11235,2024-02-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Short-lived packet loss observed at edge gateway gw-02.
-11236,2024-02-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.673,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11237,2024-02-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.708,False,Sensor battery health remains nominal after firmware update.
-11238,2024-02-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.326,False,Operator reported intermittent chatter on machine CNC-04.
-11239,2024-02-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.889,False,Coolant loop adjustment reduced chamber temperature spread.
-11240,2024-02-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.971,False,Humidity excursion near finishing booth during coating run.
-11241,2024-02-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.569,False,Quality hold reduced finishing booth activity for one shift.
-11242,2024-02-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.398,False,Sensor enclosure opened for manual calibration verification.
-11243,2024-02-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.574,False,Pressure settled back to nominal after valve reseat.
-11244,2024-02-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.593,False,Thermal overshoot event coincided with recipe change on furnace.
-11245,2024-02-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.701,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11246,2024-02-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.262,False,Vibration burst exceeds envelope during tool change cycle.
-11247,2024-02-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.617,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11248,2024-02-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.154,False,Maintenance note logged for coupling imbalance inspection.
-11249,2024-02-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.209,False,Quality team requested trace review for lot 24-118B.
-11250,2024-02-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.516,False,Pressure settled back to nominal after valve reseat.
-11251,2024-02-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.254,False,Condensation warning cleared after dehumidifier ramp-up.
-11252,2024-02-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.987,False,Packaging line stop reduced adjacent vibration background.
-11253,2024-02-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.933,False,Sensor signal clipping observed during startup surge.
-11254,2024-02-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.899,False,Humidity baseline improved after seal replacement.
-11255,2024-02-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.865,False,Humidity readings track seasonal rise across late spring.
-11256,2024-02-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.691,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11257,2024-02-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.481,False,SCADA backfill inserted two delayed telemetry points.
-11258,2024-02-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.081,False,Thermal overshoot event coincided with recipe change on furnace.
-11259,2024-02-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,SCADA backfill inserted two delayed telemetry points.
-11260,2024-02-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.954,False,Air handler maintenance reduced humidity variance on finishing line.
-11261,2024-02-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Machine throughput increase drove sustained pressure uplift.
-11262,2024-02-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.3,False,Telemetry quality flag downgraded during sensor self-test window.
-11263,2024-02-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.452,False,Night shift startup produced higher than normal vibration floor.
-11264,2024-02-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.646,False,Air handler maintenance reduced humidity variance on finishing line.
-11265,2024-02-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.926,False,Press cycle dwell time lengthened during high-volume batch.
-11266,2024-02-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.048,False,Humidity excursion near finishing booth during coating run.
-11267,2024-02-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.118,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11268,2024-02-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.347,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11269,2024-02-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.139,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11270,2024-02-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.926,False,Warning threshold updated for pilot predictive-maintenance model.
-11271,2024-02-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.728,False,Humidity climbed during dock-door open period in afternoon shift.
-11272,2024-02-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.635,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11273,2024-02-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.851,False,Maintenance crew confirmed lubrication interval was missed.
-11274,2024-02-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.133,False,Humidity excursion near finishing booth during coating run.
-11275,2024-02-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.496,False,Quality hold reduced finishing booth activity for one shift.
-11276,2024-02-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.046,False,Night shift startup produced higher than normal vibration floor.
-11277,2024-02-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.496,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11278,2024-02-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.812,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11279,2024-02-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.858,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11280,2024-02-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.743,False,Machine idle period extended during planned sanitation window.
-11281,2024-02-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.579,False,Pressure settled back to nominal after valve reseat.
-11282,2024-02-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.896,False,Humidity climbed during dock-door open period in afternoon shift.
-11283,2024-02-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.186,False,Warning threshold updated for pilot predictive-maintenance model.
-11284,2024-02-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.421,False,Humidity climbed during dock-door open period in afternoon shift.
-11285,2024-02-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.339,False,Dust extraction fan offline for 18 minutes on line finishing.
-11286,2024-02-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.784,False,Hydraulic line pressure oscillation detected under load.
-11287,2024-02-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.213,False,Pressure line purge completed before restart authorization.
-11288,2024-02-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.868,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11289,2024-02-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.527,False,Thermal overshoot event coincided with recipe change on furnace.
-11290,2024-02-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.606,False,Pressure peak corresponds to oversized billet batch processing.
-11291,2024-02-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.663,False,Humidity baseline improved after seal replacement.
-11292,2024-02-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.939,False,Reliability engineer tagged sample window for model retraining.
-11293,2024-02-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.541,False,Maintenance note logged for coupling imbalance inspection.
-11294,2024-02-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.861,False,Sensor signal clipping observed during startup surge.
-11295,2024-02-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.098,False,Operator reported intermittent chatter on machine CNC-04.
-11296,2024-02-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.204,False,Anomaly review flagged possible bearing wear progression.
-11297,2024-02-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.076,False,Vibration burst exceeds envelope during tool change cycle.
-11298,2024-02-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.204,False,Pressure settled back to nominal after valve reseat.
-11299,2024-02-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.743,False,Sensor battery health remains nominal after firmware update.
-11300,2024-02-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.982,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11301,2024-02-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Night shift startup produced higher than normal vibration floor.
-11302,2024-02-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.97,False,Unbalanced load introduced cyclical pressure ripple.
-11303,2024-02-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.036,False,Temperature remained elevated during unscheduled overtime run.
-11304,2024-02-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.909,False,Vibration harmonics broadened during extended production run.
-11305,2024-02-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.616,False,Night shift startup produced higher than normal vibration floor.
-11306,2024-02-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.466,False,Edge collector replayed buffered events after network recovery.
-11307,2024-02-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.335,False,Maintenance scheduler deferred calibration due to spare shortage.
-11308,2024-02-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.516,False,Transient outlier matched forklift impact near cabinet wall.
-11309,2024-02-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.69,False,Vibration baseline recovered after tool holder replacement.
-11310,2024-02-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.071,False,Short-lived packet loss observed at edge gateway gw-02.
-11311,2024-02-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Sensor enclosure opened for manual calibration verification.
-11312,2024-02-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.768,False,Machine throughput increase drove sustained pressure uplift.
-11313,2024-02-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11314,2024-02-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.357,False,Humidity climbed during dock-door open period in afternoon shift.
-11315,2024-02-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.917,False,Temporary gateway failover completed without data loss.
-11316,2024-02-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.899,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11317,2024-02-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.797,False,Reliability engineer tagged sample window for model retraining.
-11318,2024-02-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.056,False,Machine throughput increase drove sustained pressure uplift.
-11319,2024-02-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.426,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11320,2024-02-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.335,False,Packaging line stop reduced adjacent vibration background.
-11321,2024-02-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Packaging line stop reduced adjacent vibration background.
-11322,2024-02-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.043,False,Pressure peak corresponds to oversized billet batch processing.
-11323,2024-02-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.277,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11324,2024-02-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.87,False,Sensor enclosure opened for manual calibration verification.
-11325,2024-02-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.492,False,Pressure settled back to nominal after valve reseat.
-11326,2024-02-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.444,False,Condensation warning cleared after dehumidifier ramp-up.
-11327,2024-02-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Maintenance note logged for coupling imbalance inspection.
-11328,2024-02-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.623,False,Thermal ramp exceeded expected warmup curve before shift start.
-11329,2024-02-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.465,False,Night shift startup produced higher than normal vibration floor.
-11330,2024-02-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.303,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11331,2024-02-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.111,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11332,2024-02-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.938,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11333,2024-02-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Temporary gateway failover completed without data loss.
-11334,2024-02-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.123,False,Operator reset acknowledged after red-tag inspection.
-11335,2024-02-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.369,False,Coolant loop adjustment reduced chamber temperature spread.
-11336,2024-02-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.207,False,Night shift startup produced higher than normal vibration floor.
-11337,2024-02-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.027,False,Pressure line purge completed before restart authorization.
-11338,2024-02-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.168,False,Telemetry quality flag downgraded during sensor self-test window.
-11339,2024-02-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.47,False,Humidity baseline improved after seal replacement.
-11340,2024-02-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.503,False,Reliability engineer tagged sample window for model retraining.
-11341,2024-02-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.763,False,Transient outlier matched forklift impact near cabinet wall.
-11342,2024-02-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.017,False,Quality hold reduced finishing booth activity for one shift.
-11343,2024-02-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.596,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11344,2024-02-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.668,False,Night shift startup produced higher than normal vibration floor.
-11345,2024-02-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.373,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11346,2024-02-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.964,False,Sensor enclosure opened for manual calibration verification.
-11347,2024-02-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.738,False,Pressure peak corresponds to oversized billet batch processing.
-11348,2024-02-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.433,False,Reliability engineer tagged sample window for model retraining.
-11349,2024-02-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Sensor enclosure opened for manual calibration verification.
-11350,2024-02-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.895,False,Dust extraction fan offline for 18 minutes on line finishing.
-11351,2024-02-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Machine idle period extended during planned sanitation window.
-11352,2024-02-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.594,False,Sensor battery health remains nominal after firmware update.
-11353,2024-02-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.893,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11354,2024-02-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.001,False,Temperature remained elevated during unscheduled overtime run.
-11355,2024-02-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.039,False,Quality team requested trace review for lot 24-118B.
-11356,2024-02-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.418,False,Humidity baseline improved after seal replacement.
-11357,2024-02-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.449,False,Supervisory alert generated after three consecutive threshold breaches.
-11358,2024-02-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.962,False,Vibration harmonics broadened during extended production run.
-11359,2024-02-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.528,False,Maintenance scheduler deferred calibration due to spare shortage.
-11360,2024-02-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.423,False,SCADA backfill inserted two delayed telemetry points.
-11361,2024-02-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.471,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11362,2024-02-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.445,False,Humidity baseline improved after seal replacement.
-11363,2024-02-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.361,False,Sensor heartbeat delayed by one interval after gateway retry.
-11364,2024-02-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.658,False,Maintenance scheduler deferred calibration due to spare shortage.
-11365,2024-02-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Night shift startup produced higher than normal vibration floor.
-11366,2024-02-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.962,False,Unbalanced load introduced cyclical pressure ripple.
-11367,2024-02-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.391,False,Thermal ramp exceeded expected warmup curve before shift start.
-11368,2024-02-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.596,False,Operator reported intermittent chatter on machine CNC-04.
-11369,2024-02-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.558,False,Unbalanced load introduced cyclical pressure ripple.
-11370,2024-02-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.395,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11371,2024-02-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.457,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11372,2024-02-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.558,False,Humidity readings track seasonal rise across late spring.
-11373,2024-02-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.677,False,Maintenance scheduler deferred calibration due to spare shortage.
-11374,2024-02-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.711,False,Vibration baseline recovered after tool holder replacement.
-11375,2024-02-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.17,False,Telemetry quality flag downgraded during sensor self-test window.
-11376,2024-02-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.095,False,Vibration harmonics broadened during extended production run.
-11377,2024-02-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11378,2024-02-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.504,False,Supervisory alert generated after three consecutive threshold breaches.
-11379,2024-02-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.363,False,Warning threshold updated for pilot predictive-maintenance model.
-11380,2024-02-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.7,False,Operator reported intermittent chatter on machine CNC-04.
-11381,2024-02-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Unbalanced load introduced cyclical pressure ripple.
-11382,2024-02-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.366,False,Humidity climbed during dock-door open period in afternoon shift.
-11383,2024-02-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.68,False,Short-lived packet loss observed at edge gateway gw-02.
-11384,2024-02-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.386,False,Vibration burst exceeds envelope during tool change cycle.
-11385,2024-02-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.779,False,Maintenance crew confirmed lubrication interval was missed.
-11386,2024-02-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.668,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11387,2024-02-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.478,False,Packaging line stop reduced adjacent vibration background.
-11388,2024-02-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.316,False,Hydraulic line pressure oscillation detected under load.
-11389,2024-02-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.527,False,Packaging line stop reduced adjacent vibration background.
-11390,2024-02-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.792,False,Unbalanced load introduced cyclical pressure ripple.
-11391,2024-02-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Short-lived packet loss observed at edge gateway gw-02.
-11392,2024-02-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.701,False,Condensation warning cleared after dehumidifier ramp-up.
-11393,2024-02-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11394,2024-02-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.194,False,Sensor battery health remains nominal after firmware update.
-11395,2024-02-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.376,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11396,2024-02-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.027,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11397,2024-02-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.69,False,Packaging line stop reduced adjacent vibration background.
-11398,2024-02-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.952,False,Edge collector replayed buffered events after network recovery.
-11399,2024-02-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.306,False,Edge collector replayed buffered events after network recovery.
-11400,2024-02-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.015,False,Vibration baseline recovered after tool holder replacement.
-11401,2024-02-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.212,False,Hydraulic line pressure oscillation detected under load.
-11402,2024-02-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.733,False,Sensor heartbeat delayed by one interval after gateway retry.
-11403,2024-02-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.408,False,Pressure peak corresponds to oversized billet batch processing.
-11404,2024-02-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.666,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11405,2024-02-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.857,False,Edge collector replayed buffered events after network recovery.
-11406,2024-02-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.33,False,Sensor signal clipping observed during startup surge.
-11407,2024-02-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.741,False,Reliability engineer tagged sample window for model retraining.
-11408,2024-02-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.045,False,Dust extraction fan offline for 18 minutes on line finishing.
-11409,2024-02-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.337,False,Thermal overshoot event coincided with recipe change on furnace.
-11410,2024-02-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.963,False,Thermal ramp exceeded expected warmup curve before shift start.
-11411,2024-02-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.997,False,Reliability engineer tagged sample window for model retraining.
-11412,2024-02-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.345,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11413,2024-02-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.353,False,Sensor battery health remains nominal after firmware update.
-11414,2024-02-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.186,False,Sensor signal clipping observed during startup surge.
-11415,2024-02-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.928,False,Dust extraction fan offline for 18 minutes on line finishing.
-11416,2024-02-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.486,False,Pressure peak corresponds to oversized billet batch processing.
-11417,2024-02-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.609,False,Temperature remained elevated during unscheduled overtime run.
-11418,2024-02-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.601,False,Machine throughput increase drove sustained pressure uplift.
-11419,2024-02-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.751,False,Vibration harmonics broadened during extended production run.
-11420,2024-02-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.168,False,SCADA backfill inserted two delayed telemetry points.
-11421,2024-02-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.156,False,Press cycle dwell time lengthened during high-volume batch.
-11422,2024-02-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.283,False,Thermal ramp exceeded expected warmup curve before shift start.
-11423,2024-02-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.463,False,Thermal overshoot event coincided with recipe change on furnace.
-11424,2024-02-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.552,False,Transient outlier matched forklift impact near cabinet wall.
-11425,2024-02-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.906,False,Warning threshold updated for pilot predictive-maintenance model.
-11426,2024-02-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.421,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11427,2024-02-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.982,False,Machine throughput increase drove sustained pressure uplift.
-11428,2024-02-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.652,False,Machine throughput increase drove sustained pressure uplift.
-11429,2024-02-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.169,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11430,2024-02-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.05,False,Packaging line stop reduced adjacent vibration background.
-11431,2024-02-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.505,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11432,2024-02-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.36,False,Humidity excursion near finishing booth during coating run.
-11433,2024-02-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.295,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11434,2024-02-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.848,False,Night shift startup produced higher than normal vibration floor.
-11435,2024-02-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.174,False,Anomaly review flagged possible bearing wear progression.
-11436,2024-02-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.348,False,Thermal overshoot event coincided with recipe change on furnace.
-11437,2024-02-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.877,False,Pressure line purge completed before restart authorization.
-11438,2024-02-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.508,False,Coolant loop adjustment reduced chamber temperature spread.
-11439,2024-02-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.536,False,Temperature variance narrowed after coolant nozzle cleaning.
-11440,2024-02-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.742,False,Short-lived packet loss observed at edge gateway gw-02.
-11441,2024-02-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.178,False,Humidity climbed during dock-door open period in afternoon shift.
-11442,2024-02-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.245,False,Quality hold reduced finishing booth activity for one shift.
-11443,2024-02-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.034,False,Humidity readings track seasonal rise across late spring.
-11444,2024-02-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.245,False,Temperature variance narrowed after coolant nozzle cleaning.
-11445,2024-02-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.884,False,Pressure line purge completed before restart authorization.
-11446,2024-02-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.076,False,Hydraulic line pressure oscillation detected under load.
-11447,2024-02-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.264,False,Night shift startup produced higher than normal vibration floor.
-11448,2024-02-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.558,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11449,2024-02-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.575,False,Temperature remained elevated during unscheduled overtime run.
-11450,2024-02-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.662,False,Pressure settled back to nominal after valve reseat.
-11451,2024-02-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11452,2024-02-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.665,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11453,2024-02-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.505,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11454,2024-02-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.62,False,Operator reported intermittent chatter on machine CNC-04.
-11455,2024-02-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.219,False,Coolant loop adjustment reduced chamber temperature spread.
-11456,2024-02-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.182,False,Bearing temperature rising faster than baseline on spindle cell.
-11457,2024-02-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.991,False,Shift handoff note referenced unusual noise near press enclosure.
-11458,2024-02-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.515,False,Thermal ramp exceeded expected warmup curve before shift start.
-11459,2024-02-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.813,False,Humidity excursion near finishing booth during coating run.
-11460,2024-02-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.388,False,Night shift startup produced higher than normal vibration floor.
-11461,2024-02-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.941,False,Short-lived packet loss observed at edge gateway gw-02.
-11462,2024-02-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.109,False,Temperature remained elevated during unscheduled overtime run.
-11463,2024-02-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.046,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11464,2024-02-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.094,False,Maintenance note logged for coupling imbalance inspection.
-11465,2024-02-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.574,False,Machine idle period extended during planned sanitation window.
-11466,2024-02-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.573,False,Night shift startup produced higher than normal vibration floor.
-11467,2024-02-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.772,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11468,2024-02-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.678,False,Vibration burst exceeds envelope during tool change cycle.
-11469,2024-02-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Humidity climbed during dock-door open period in afternoon shift.
-11470,2024-02-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.207,False,Warning threshold updated for pilot predictive-maintenance model.
-11471,2024-02-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.248,False,Maintenance crew confirmed lubrication interval was missed.
-11472,2024-02-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.784,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11473,2024-02-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.634,False,Sensor heartbeat delayed by one interval after gateway retry.
-11474,2024-02-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.464,False,Short-lived packet loss observed at edge gateway gw-02.
-11475,2024-02-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.999,False,Calibration check overdue by 11 days for press-line transducer.
-11476,2024-02-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.66,False,Thermal ramp exceeded expected warmup curve before shift start.
-11477,2024-02-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.072,False,Reliability engineer tagged sample window for model retraining.
-11478,2024-02-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.707,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11479,2024-02-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.125,False,Thermal overshoot event coincided with recipe change on furnace.
-11480,2024-02-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.931,False,Vibration baseline recovered after tool holder replacement.
-11481,2024-02-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.213,False,Hydraulic line pressure oscillation detected under load.
-11482,2024-02-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.486,False,Sensor enclosure opened for manual calibration verification.
-11483,2024-02-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.736,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11484,2024-02-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.703,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11485,2024-02-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.077,False,Temporary gateway failover completed without data loss.
-11486,2024-02-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.782,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11487,2024-02-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.371,False,Sensor battery health remains nominal after firmware update.
-11488,2024-02-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.431,False,Calibration check overdue by 11 days for press-line transducer.
-11489,2024-02-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.855,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11490,2024-02-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.003,False,Warning threshold updated for pilot predictive-maintenance model.
-11491,2024-02-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Calibration check overdue by 11 days for press-line transducer.
-11492,2024-02-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.494,False,Pressure peak corresponds to oversized billet batch processing.
-11493,2024-02-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Pressure settled back to nominal after valve reseat.
-11494,2024-02-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.184,False,Sensor enclosure opened for manual calibration verification.
-11495,2024-02-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.998,False,Coolant loop adjustment reduced chamber temperature spread.
-11496,2024-02-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.125,False,Sensor battery health remains nominal after firmware update.
-11497,2024-02-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.953,False,Thermal ramp exceeded expected warmup curve before shift start.
-11498,2024-02-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.235,False,Maintenance note logged for coupling imbalance inspection.
-11499,2024-02-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.932,False,SCADA backfill inserted two delayed telemetry points.
-11500,2024-02-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.79,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11501,2024-02-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.733,False,Night shift startup produced higher than normal vibration floor.
-11502,2024-02-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.119,False,Machine throughput increase drove sustained pressure uplift.
-11503,2024-02-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.868,False,Bearing temperature rising faster than baseline on spindle cell.
-11504,2024-02-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.462,False,Vibration harmonics broadened during extended production run.
-11505,2024-02-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11506,2024-02-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.072,False,Quality team requested trace review for lot 24-118B.
-11507,2024-02-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.587,False,Humidity readings track seasonal rise across late spring.
-11508,2024-02-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.521,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11509,2024-02-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.896,False,Sensor enclosure opened for manual calibration verification.
-11510,2024-02-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.444,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11511,2024-02-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.526,False,Night shift startup produced higher than normal vibration floor.
-11512,2024-02-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.712,False,Operator reset acknowledged after red-tag inspection.
-11513,2024-02-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.251,False,Sensor heartbeat delayed by one interval after gateway retry.
-11514,2024-02-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.482,False,Press cycle dwell time lengthened during high-volume batch.
-11515,2024-02-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.695,False,Air handler maintenance reduced humidity variance on finishing line.
-11516,2024-02-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.251,False,Operator reported intermittent chatter on machine CNC-04.
-11517,2024-02-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.523,False,Machine throughput increase drove sustained pressure uplift.
-11518,2024-02-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.399,False,Sensor battery health remains nominal after firmware update.
-11519,2024-02-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.056,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11520,2024-02-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.968,False,Pressure settled back to nominal after valve reseat.
-11521,2024-02-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.332,False,Coolant loop adjustment reduced chamber temperature spread.
-11522,2024-02-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.302,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11523,2024-02-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.985,False,Operator reset acknowledged after red-tag inspection.
-11524,2024-02-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.773,False,Condensation warning cleared after dehumidifier ramp-up.
-11525,2024-02-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.34,False,Unbalanced load introduced cyclical pressure ripple.
-11526,2024-02-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.665,False,Temperature remained elevated during unscheduled overtime run.
-11527,2024-02-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.048,False,Humidity excursion near finishing booth during coating run.
-11528,2024-02-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.021,False,Transient outlier matched forklift impact near cabinet wall.
-11529,2024-02-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.726,False,Sensor enclosure opened for manual calibration verification.
-11530,2024-02-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.849,False,Supervisory alert generated after three consecutive threshold breaches.
-11531,2024-02-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.088,False,Pressure line purge completed before restart authorization.
-11532,2024-02-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.029,False,Operator reported intermittent chatter on machine CNC-04.
-11533,2024-02-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Night shift startup produced higher than normal vibration floor.
-11534,2024-02-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.876,False,Vibration burst exceeds envelope during tool change cycle.
-11535,2024-02-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.387,False,Pressure line purge completed before restart authorization.
-11536,2024-02-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.948,False,Thermal ramp exceeded expected warmup curve before shift start.
-11537,2024-02-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.742,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11538,2024-02-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.244,False,Condensation warning cleared after dehumidifier ramp-up.
-11539,2024-02-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.476,False,Pressure line purge completed before restart authorization.
-11540,2024-02-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.859,False,Operator reset acknowledged after red-tag inspection.
-11541,2024-02-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.077,False,Maintenance crew confirmed lubrication interval was missed.
-11542,2024-02-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.553,False,Night shift startup produced higher than normal vibration floor.
-11543,2024-02-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.728,False,Pressure line purge completed before restart authorization.
-11544,2024-02-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.794,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11545,2024-02-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.427,False,Sensor enclosure opened for manual calibration verification.
-11546,2024-02-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.516,False,Pressure peak corresponds to oversized billet batch processing.
-11547,2024-02-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.287,False,Maintenance note logged for coupling imbalance inspection.
-11548,2024-02-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.227,False,Humidity readings track seasonal rise across late spring.
-11549,2024-02-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.989,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11550,2024-02-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.065,False,Quality team requested trace review for lot 24-118B.
-11551,2024-02-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.153,False,Supervisory alert generated after three consecutive threshold breaches.
-11552,2024-02-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.935,False,Condensation warning cleared after dehumidifier ramp-up.
-11553,2024-02-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.422,False,Unbalanced load introduced cyclical pressure ripple.
-11554,2024-02-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.003,False,Pressure settled back to nominal after valve reseat.
-11555,2024-02-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.271,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11556,2024-02-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.665,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11557,2024-02-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.507,False,Temperature variance narrowed after coolant nozzle cleaning.
-11558,2024-02-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.816,False,Supervisory alert generated after three consecutive threshold breaches.
-11559,2024-02-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.738,False,Machine throughput increase drove sustained pressure uplift.
-11560,2024-02-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11561,2024-02-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.057,False,Sensor signal clipping observed during startup surge.
-11562,2024-02-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.439,False,Packaging line stop reduced adjacent vibration background.
-11563,2024-02-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.482,False,Temporary gateway failover completed without data loss.
-11564,2024-02-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.191,False,Thermal overshoot event coincided with recipe change on furnace.
-11565,2024-02-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.19,False,Sensor heartbeat delayed by one interval after gateway retry.
-11566,2024-02-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.309,False,Operator reset acknowledged after red-tag inspection.
-11567,2024-02-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.625,False,Calibration check overdue by 11 days for press-line transducer.
-11568,2024-02-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.342,False,Pressure peak corresponds to oversized billet batch processing.
-11569,2024-02-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Maintenance scheduler deferred calibration due to spare shortage.
-11570,2024-02-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.433,False,Temperature remained elevated during unscheduled overtime run.
-11571,2024-02-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.607,False,Maintenance scheduler deferred calibration due to spare shortage.
-11572,2024-02-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.445,False,Shift handoff note referenced unusual noise near press enclosure.
-11573,2024-02-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.557,False,Reliability engineer tagged sample window for model retraining.
-11574,2024-02-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.045,False,Transient outlier matched forklift impact near cabinet wall.
-11575,2024-02-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.607,False,Short-lived packet loss observed at edge gateway gw-02.
-11576,2024-02-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.269,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11577,2024-02-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Maintenance scheduler deferred calibration due to spare shortage.
-11578,2024-02-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,83.574,False,Packaging line stop reduced adjacent vibration background.
-11579,2024-02-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.788,False,Machine throughput increase drove sustained pressure uplift.
-11580,2024-02-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.672,False,Vibration burst exceeds envelope during tool change cycle.
-11581,2024-02-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.506,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11582,2024-02-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.702,False,Calibration check overdue by 11 days for press-line transducer.
-11583,2024-02-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.997,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11584,2024-02-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.736,False,Press cycle dwell time lengthened during high-volume batch.
-11585,2024-02-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.977,False,Machine idle period extended during planned sanitation window.
-11586,2024-02-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.639,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11587,2024-02-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.298,False,Pressure settled back to nominal after valve reseat.
-11588,2024-02-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.125,False,Temperature remained elevated during unscheduled overtime run.
-11589,2024-02-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.809,False,Calibration check overdue by 11 days for press-line transducer.
-11590,2024-02-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.742,False,Anomaly review flagged possible bearing wear progression.
-11591,2024-02-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.394,False,Temporary gateway failover completed without data loss.
-11592,2024-02-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.959,False,Pressure settled back to nominal after valve reseat.
-11593,2024-02-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.593,False,Vibration baseline recovered after tool holder replacement.
-11594,2024-02-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.187,False,Quality team requested trace review for lot 24-118B.
-11595,2024-02-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.596,False,Shift handoff note referenced unusual noise near press enclosure.
-11596,2024-02-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.382,False,Reliability engineer tagged sample window for model retraining.
-11597,2024-02-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Anomaly review flagged possible bearing wear progression.
-11598,2024-02-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.726,False,Temperature variance narrowed after coolant nozzle cleaning.
-11599,2024-02-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.428,False,Pressure peak corresponds to oversized billet batch processing.
-11600,2024-02-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.247,False,Hydraulic line pressure oscillation detected under load.
-11601,2024-02-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.633,False,Thermal ramp exceeded expected warmup curve before shift start.
-11602,2024-02-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.255,False,Coolant loop adjustment reduced chamber temperature spread.
-11603,2024-02-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.112,False,Coolant loop adjustment reduced chamber temperature spread.
-11604,2024-02-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,53.592,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11605,2024-02-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.491,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11606,2024-02-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.643,False,Supervisory alert generated after three consecutive threshold breaches.
-11607,2024-02-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.141,False,Operator reset acknowledged after red-tag inspection.
-11608,2024-02-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.096,False,Operator reset acknowledged after red-tag inspection.
-11609,2024-02-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.118,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11610,2024-02-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.882,False,Hydraulic line pressure oscillation detected under load.
-11611,2024-02-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.653,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11612,2024-02-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.185,False,Unbalanced load introduced cyclical pressure ripple.
-11613,2024-02-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Pressure peak corresponds to oversized billet batch processing.
-11614,2024-02-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.924,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11615,2024-02-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.223,False,Air handler maintenance reduced humidity variance on finishing line.
-11616,2024-02-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.102,False,Sensor heartbeat delayed by one interval after gateway retry.
-11617,2024-02-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.098,False,Pressure peak corresponds to oversized billet batch processing.
-11618,2024-02-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.729,False,Coolant loop adjustment reduced chamber temperature spread.
-11619,2024-02-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.571,False,Pressure peak corresponds to oversized billet batch processing.
-11620,2024-02-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.403,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11621,2024-02-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.165,False,Machine idle period extended during planned sanitation window.
-11622,2024-02-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.456,False,Packaging line stop reduced adjacent vibration background.
-11623,2024-02-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Vibration burst exceeds envelope during tool change cycle.
-11624,2024-02-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.828,False,SCADA backfill inserted two delayed telemetry points.
-11625,2024-02-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.816,False,Temperature remained elevated during unscheduled overtime run.
-11626,2024-02-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.458,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11627,2024-02-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11628,2024-02-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.51,False,Quality hold reduced finishing booth activity for one shift.
-11629,2024-02-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.063,False,Vibration baseline recovered after tool holder replacement.
-11630,2024-02-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.984,False,Unbalanced load introduced cyclical pressure ripple.
-11631,2024-02-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.811,False,Calibration check overdue by 11 days for press-line transducer.
-11632,2024-02-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.638,False,Pressure peak corresponds to oversized billet batch processing.
-11633,2024-02-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.566,False,Packaging line stop reduced adjacent vibration background.
-11634,2024-02-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.927,False,Maintenance crew confirmed lubrication interval was missed.
-11635,2024-02-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.022,False,Maintenance scheduler deferred calibration due to spare shortage.
-11636,2024-02-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.651,False,Maintenance scheduler deferred calibration due to spare shortage.
-11637,2024-02-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,Maintenance note logged for coupling imbalance inspection.
-11638,2024-02-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.146,False,Quality hold reduced finishing booth activity for one shift.
-11639,2024-02-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.343,False,Humidity climbed during dock-door open period in afternoon shift.
-11640,2024-02-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,52.857,False,Thermal ramp exceeded expected warmup curve before shift start.
-11641,2024-02-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.52,False,Edge collector replayed buffered events after network recovery.
-11642,2024-02-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.063,False,Humidity excursion near finishing booth during coating run.
-11643,2024-02-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.481,False,Maintenance note logged for coupling imbalance inspection.
-11644,2024-02-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.738,False,SCADA backfill inserted two delayed telemetry points.
-11645,2024-02-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.246,False,Humidity climbed during dock-door open period in afternoon shift.
-11646,2024-02-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.237,False,Temporary gateway failover completed without data loss.
-11647,2024-02-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.038,False,Operator reported intermittent chatter on machine CNC-04.
-11648,2024-02-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.595,False,Humidity excursion near finishing booth during coating run.
-11649,2024-02-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.607,False,Temperature variance narrowed after coolant nozzle cleaning.
-11650,2024-02-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.752,False,Bearing temperature rising faster than baseline on spindle cell.
-11651,2024-02-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.176,False,Humidity climbed during dock-door open period in afternoon shift.
-11652,2024-02-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.081,False,Edge collector replayed buffered events after network recovery.
-11653,2024-02-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.709,False,Unbalanced load introduced cyclical pressure ripple.
-11654,2024-02-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.16,False,Calibration check overdue by 11 days for press-line transducer.
-11655,2024-02-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Humidity excursion near finishing booth during coating run.
-11656,2024-02-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.254,False,Reliability engineer tagged sample window for model retraining.
-11657,2024-02-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.829,False,Maintenance note logged for coupling imbalance inspection.
-11658,2024-02-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.984,False,Vibration harmonics broadened during extended production run.
-11659,2024-02-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.109,False,Bearing temperature rising faster than baseline on spindle cell.
-11660,2024-02-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.17,False,Maintenance crew confirmed lubrication interval was missed.
-11661,2024-02-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.651,False,Temperature remained elevated during unscheduled overtime run.
-11662,2024-02-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.748,False,Quality hold reduced finishing booth activity for one shift.
-11663,2024-02-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.463,False,Thermal ramp exceeded expected warmup curve before shift start.
-11664,2024-02-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.522,False,Transient outlier matched forklift impact near cabinet wall.
-11665,2024-02-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.198,False,Operator reported intermittent chatter on machine CNC-04.
-11666,2024-02-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.357,False,Humidity climbed during dock-door open period in afternoon shift.
-11667,2024-02-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Quality team requested trace review for lot 24-118B.
-11668,2024-02-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.453,False,Vibration burst exceeds envelope during tool change cycle.
-11669,2024-02-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.182,False,SCADA backfill inserted two delayed telemetry points.
-11670,2024-02-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.775,False,Dust extraction fan offline for 18 minutes on line finishing.
-11671,2024-02-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.489,False,Sensor heartbeat delayed by one interval after gateway retry.
-11672,2024-02-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.669,False,Humidity readings track seasonal rise across late spring.
-11673,2024-02-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.559,False,Sensor heartbeat delayed by one interval after gateway retry.
-11674,2024-02-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.515,False,Pressure line purge completed before restart authorization.
-11675,2024-02-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.397,False,Maintenance crew confirmed lubrication interval was missed.
-11676,2024-02-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.933,False,Pressure line purge completed before restart authorization.
-11677,2024-02-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11678,2024-02-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.718,False,Pressure line purge completed before restart authorization.
-11679,2024-02-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.646,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11680,2024-02-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.4,False,Maintenance crew confirmed lubrication interval was missed.
-11681,2024-02-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.169,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11682,2024-02-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.967,False,Humidity readings track seasonal rise across late spring.
-11683,2024-02-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.604,False,Bearing temperature rising faster than baseline on spindle cell.
-11684,2024-02-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.763,False,Vibration baseline recovered after tool holder replacement.
-11685,2024-02-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.646,False,Machine idle period extended during planned sanitation window.
-11686,2024-02-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.24,False,Pressure peak corresponds to oversized billet batch processing.
-11687,2024-02-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.691,False,Packaging line stop reduced adjacent vibration background.
-11688,2024-02-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.551,False,Hydraulic line pressure oscillation detected under load.
-11689,2024-02-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.093,False,Maintenance crew confirmed lubrication interval was missed.
-11690,2024-02-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.624,False,Operator reset acknowledged after red-tag inspection.
-11691,2024-02-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.009,False,Temperature variance narrowed after coolant nozzle cleaning.
-11692,2024-02-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.728,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11693,2024-02-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11694,2024-02-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.633,False,Edge collector replayed buffered events after network recovery.
-11695,2024-02-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.702,False,Operator reset acknowledged after red-tag inspection.
-11696,2024-02-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.879,False,Coolant loop adjustment reduced chamber temperature spread.
-11697,2024-02-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11698,2024-02-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,82.107,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11699,2024-02-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.971,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11700,2024-02-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.991,False,Reliability engineer tagged sample window for model retraining.
-11701,2024-02-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.17,False,Sensor enclosure opened for manual calibration verification.
-11702,2024-02-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.76,False,Warning threshold updated for pilot predictive-maintenance model.
-11703,2024-02-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.931,False,Shift handoff note referenced unusual noise near press enclosure.
-11704,2024-02-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.784,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11705,2024-02-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.809,False,Unbalanced load introduced cyclical pressure ripple.
-11706,2024-02-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.817,False,Quality hold reduced finishing booth activity for one shift.
-11707,2024-02-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Quality hold reduced finishing booth activity for one shift.
-11708,2024-02-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.475,False,Maintenance note logged for coupling imbalance inspection.
-11709,2024-02-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.449,False,Humidity readings track seasonal rise across late spring.
-11710,2024-02-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.843,False,Vibration burst exceeds envelope during tool change cycle.
-11711,2024-02-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.588,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11712,2024-02-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.007,False,Coolant loop adjustment reduced chamber temperature spread.
-11713,2024-02-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.476,False,Pressure settled back to nominal after valve reseat.
-11714,2024-02-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.163,False,Condensation warning cleared after dehumidifier ramp-up.
-11715,2024-02-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.616,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11716,2024-02-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.264,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11717,2024-02-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.849,False,Shift handoff note referenced unusual noise near press enclosure.
-11718,2024-02-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.857,False,Temperature variance narrowed after coolant nozzle cleaning.
-11719,2024-02-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.787,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11720,2024-02-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,38.765,False,Sensor heartbeat delayed by one interval after gateway retry.
-11721,2024-02-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.696,False,Air handler maintenance reduced humidity variance on finishing line.
-11722,2024-02-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.696,False,Humidity readings track seasonal rise across late spring.
-11723,2024-02-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.789,False,Sensor battery health remains nominal after firmware update.
-11724,2024-02-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.018,False,Thermal overshoot event coincided with recipe change on furnace.
-11725,2024-02-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.326,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11726,2024-02-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.364,False,Vibration burst exceeds envelope during tool change cycle.
-11727,2024-02-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.899,False,Vibration baseline recovered after tool holder replacement.
-11728,2024-02-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.096,False,Vibration harmonics broadened during extended production run.
-11729,2024-02-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Condensation warning cleared after dehumidifier ramp-up.
-11730,2024-02-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.147,False,Telemetry quality flag downgraded during sensor self-test window.
-11731,2024-02-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Operator reset acknowledged after red-tag inspection.
-11732,2024-02-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.504,False,Maintenance note logged for coupling imbalance inspection.
-11733,2024-02-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.192,False,Temperature variance narrowed after coolant nozzle cleaning.
-11734,2024-02-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.61,False,Supervisory alert generated after three consecutive threshold breaches.
-11735,2024-02-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.522,False,Machine throughput increase drove sustained pressure uplift.
-11736,2024-02-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.506,False,Night shift startup produced higher than normal vibration floor.
-11737,2024-02-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Press cycle dwell time lengthened during high-volume batch.
-11738,2024-02-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.054,False,Vibration harmonics broadened during extended production run.
-11739,2024-02-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.511,False,Packaging line stop reduced adjacent vibration background.
-11740,2024-02-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.91,False,Pressure line purge completed before restart authorization.
-11741,2024-02-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.976,False,Humidity baseline improved after seal replacement.
-11742,2024-02-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.028,False,Vibration baseline recovered after tool holder replacement.
-11743,2024-02-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.332,False,Operator reported intermittent chatter on machine CNC-04.
-11744,2024-02-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.707,False,Air handler maintenance reduced humidity variance on finishing line.
-11745,2024-02-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Calibration check overdue by 11 days for press-line transducer.
-11746,2024-02-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.043,False,Reliability engineer tagged sample window for model retraining.
-11747,2024-02-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11748,2024-02-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.574,False,Calibration check overdue by 11 days for press-line transducer.
-11749,2024-02-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.442,False,Humidity readings track seasonal rise across late spring.
-11750,2024-02-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.711,False,Edge collector replayed buffered events after network recovery.
-11751,2024-02-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.772,False,Humidity readings track seasonal rise across late spring.
-11752,2024-02-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.615,False,Temporary gateway failover completed without data loss.
-11753,2024-02-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.128,False,Sensor battery health remains nominal after firmware update.
-11754,2024-02-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.159,False,Packaging line stop reduced adjacent vibration background.
-11755,2024-02-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.661,False,Warning threshold updated for pilot predictive-maintenance model.
-11756,2024-02-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.458,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11757,2024-02-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.254,False,Vibration harmonics broadened during extended production run.
-11758,2024-02-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.596,False,Reliability engineer tagged sample window for model retraining.
-11759,2024-02-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.117,False,Hydraulic line pressure oscillation detected under load.
-11760,2024-02-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.006,False,Operator reported intermittent chatter on machine CNC-04.
-11761,2024-02-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.19,False,Vibration baseline recovered after tool holder replacement.
-11762,2024-02-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.998,False,Machine idle period extended during planned sanitation window.
-11763,2024-02-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.507,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11764,2024-02-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.54,False,Humidity climbed during dock-door open period in afternoon shift.
-11765,2024-02-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.842,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11766,2024-02-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.588,False,Sensor battery health remains nominal after firmware update.
-11767,2024-02-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.932,False,Machine throughput increase drove sustained pressure uplift.
-11768,2024-02-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.232,False,Pressure settled back to nominal after valve reseat.
-11769,2024-02-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.796,False,Machine idle period extended during planned sanitation window.
-11770,2024-02-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.282,False,Press cycle dwell time lengthened during high-volume batch.
-11771,2024-02-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.274,False,Machine idle period extended during planned sanitation window.
-11772,2024-02-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.182,False,Sensor enclosure opened for manual calibration verification.
-11773,2024-02-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.942,False,Condensation warning cleared after dehumidifier ramp-up.
-11774,2024-02-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.546,False,Quality hold reduced finishing booth activity for one shift.
-11775,2024-02-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.364,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11776,2024-02-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.479,False,Air handler maintenance reduced humidity variance on finishing line.
-11777,2024-02-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.352,False,Humidity excursion near finishing booth during coating run.
-11778,2024-02-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.6,False,Unbalanced load introduced cyclical pressure ripple.
-11779,2024-02-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.832,False,Maintenance scheduler deferred calibration due to spare shortage.
-11780,2024-02-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.649,False,Coolant loop adjustment reduced chamber temperature spread.
-11781,2024-02-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.159,False,Transient outlier matched forklift impact near cabinet wall.
-11782,2024-02-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.438,False,Operator reported intermittent chatter on machine CNC-04.
-11783,2024-02-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.146,False,Pressure peak corresponds to oversized billet batch processing.
-11784,2024-02-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.905,False,Calibration check overdue by 11 days for press-line transducer.
-11785,2024-02-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.222,False,Temporary gateway failover completed without data loss.
-11786,2024-02-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.135,False,Humidity readings track seasonal rise across late spring.
-11787,2024-02-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.955,False,Sensor heartbeat delayed by one interval after gateway retry.
-11788,2024-02-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.233,False,Pressure line purge completed before restart authorization.
-11789,2024-02-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Supervisory alert generated after three consecutive threshold breaches.
-11790,2024-02-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.979,False,Thermal overshoot event coincided with recipe change on furnace.
-11791,2024-02-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.119,False,Shift handoff note referenced unusual noise near press enclosure.
-11792,2024-02-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.33,False,Air handler maintenance reduced humidity variance on finishing line.
-11793,2024-02-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11794,2024-02-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.726,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11795,2024-02-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.72,False,Operator reset acknowledged after red-tag inspection.
-11796,2024-02-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.658,False,Bearing temperature rising faster than baseline on spindle cell.
-11797,2024-02-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Anomaly review flagged possible bearing wear progression.
-11798,2024-02-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.758,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11799,2024-02-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.423,False,Press cycle dwell time lengthened during high-volume batch.
-11800,2024-02-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.836,False,Sensor heartbeat delayed by one interval after gateway retry.
-11801,2024-02-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.865,False,Condensation warning cleared after dehumidifier ramp-up.
-11802,2024-02-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.088,False,Packaging line stop reduced adjacent vibration background.
-11803,2024-02-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.338,False,Quality hold reduced finishing booth activity for one shift.
-11804,2024-02-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.492,False,Sensor heartbeat delayed by one interval after gateway retry.
-11805,2024-02-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.605,False,Operator reported intermittent chatter on machine CNC-04.
-11806,2024-02-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.408,False,Humidity baseline improved after seal replacement.
-11807,2024-02-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Edge collector replayed buffered events after network recovery.
-11808,2024-02-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.064,False,Humidity climbed during dock-door open period in afternoon shift.
-11809,2024-02-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Maintenance crew confirmed lubrication interval was missed.
-11810,2024-02-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.359,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11811,2024-02-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.819,False,Packaging line stop reduced adjacent vibration background.
-11812,2024-02-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.765,False,Packaging line stop reduced adjacent vibration background.
-11813,2024-02-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.565,False,Bearing temperature rising faster than baseline on spindle cell.
-11814,2024-02-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.93,False,Transient outlier matched forklift impact near cabinet wall.
-11815,2024-02-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Sensor battery health remains nominal after firmware update.
-11816,2024-02-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.169,False,Operator reset acknowledged after red-tag inspection.
-11817,2024-02-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.15,False,Warning threshold updated for pilot predictive-maintenance model.
-11818,2024-02-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.977,False,Calibration check overdue by 11 days for press-line transducer.
-11819,2024-02-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.53,False,Night shift startup produced higher than normal vibration floor.
-11820,2024-02-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.803,False,Operator reported intermittent chatter on machine CNC-04.
-11821,2024-02-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.826,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11822,2024-02-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.113,False,Edge collector replayed buffered events after network recovery.
-11823,2024-02-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.457,False,Humidity baseline improved after seal replacement.
-11824,2024-02-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.859,False,Dust extraction fan offline for 18 minutes on line finishing.
-11825,2024-02-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.735,False,Humidity readings track seasonal rise across late spring.
-11826,2024-02-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.121,False,Unbalanced load introduced cyclical pressure ripple.
-11827,2024-02-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.928,False,Vibration burst exceeds envelope during tool change cycle.
-11828,2024-02-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.346,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11829,2024-02-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.676,False,Anomaly review flagged possible bearing wear progression.
-11830,2024-02-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.732,False,SCADA backfill inserted two delayed telemetry points.
-11831,2024-02-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.408,False,Temperature variance narrowed after coolant nozzle cleaning.
-11832,2024-02-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.957,False,Reliability engineer tagged sample window for model retraining.
-11833,2024-02-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.397,False,SCADA backfill inserted two delayed telemetry points.
-11834,2024-02-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.923,False,Vibration harmonics broadened during extended production run.
-11835,2024-02-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.783,False,Unbalanced load introduced cyclical pressure ripple.
-11836,2024-02-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.665,False,Machine throughput increase drove sustained pressure uplift.
-11837,2024-02-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.236,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11838,2024-02-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.047,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11839,2024-02-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.988,False,Vibration baseline recovered after tool holder replacement.
-11840,2024-02-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.043,False,Warning threshold updated for pilot predictive-maintenance model.
-11841,2024-02-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Calibration check overdue by 11 days for press-line transducer.
-11842,2024-02-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.256,False,Humidity climbed during dock-door open period in afternoon shift.
-11843,2024-02-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.611,False,Pressure line purge completed before restart authorization.
-11844,2024-02-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.043,False,Condensation warning cleared after dehumidifier ramp-up.
-11845,2024-02-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.1,False,Temperature remained elevated during unscheduled overtime run.
-11846,2024-02-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.564,False,Edge collector replayed buffered events after network recovery.
-11847,2024-02-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.259,False,Temperature remained elevated during unscheduled overtime run.
-11848,2024-02-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.813,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11849,2024-02-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Bearing temperature rising faster than baseline on spindle cell.
-11850,2024-02-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.919,False,Transient outlier matched forklift impact near cabinet wall.
-11851,2024-02-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.957,False,Vibration harmonics broadened during extended production run.
-11852,2024-02-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.13,False,Temporary gateway failover completed without data loss.
-11853,2024-02-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.378,False,Operator reset acknowledged after red-tag inspection.
-11854,2024-02-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.232,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11855,2024-02-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.091,False,Unbalanced load introduced cyclical pressure ripple.
-11856,2024-02-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.554,False,Machine throughput increase drove sustained pressure uplift.
-11857,2024-02-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.43,False,Calibration check overdue by 11 days for press-line transducer.
-11858,2024-02-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.746,False,Humidity climbed during dock-door open period in afternoon shift.
-11859,2024-02-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.665,False,Night shift startup produced higher than normal vibration floor.
-11860,2024-02-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.165,False,Maintenance note logged for coupling imbalance inspection.
-11861,2024-02-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.529,False,Air handler maintenance reduced humidity variance on finishing line.
-11862,2024-02-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,64.541,False,Thermal overshoot event coincided with recipe change on furnace.
-11863,2024-02-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.081,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11864,2024-02-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.957,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11865,2024-02-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.164,False,Press cycle dwell time lengthened during high-volume batch.
-11866,2024-02-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.559,False,Machine idle period extended during planned sanitation window.
-11867,2024-02-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.779,False,Sensor heartbeat delayed by one interval after gateway retry.
-11868,2024-02-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.521,False,Operator reported intermittent chatter on machine CNC-04.
-11869,2024-02-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Hydraulic line pressure oscillation detected under load.
-11870,2024-02-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.786,False,Operator reset acknowledged after red-tag inspection.
-11871,2024-02-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.253,False,Humidity baseline improved after seal replacement.
-11872,2024-02-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.895,False,Maintenance scheduler deferred calibration due to spare shortage.
-11873,2024-02-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.189,False,Vibration burst exceeds envelope during tool change cycle.
-11874,2024-02-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.746,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11875,2024-02-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.944,False,Vibration baseline recovered after tool holder replacement.
-11876,2024-02-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.324,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11877,2024-02-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.431,False,Sensor enclosure opened for manual calibration verification.
-11878,2024-02-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.354,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11879,2024-02-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.351,False,Maintenance crew confirmed lubrication interval was missed.
-11880,2024-02-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.226,False,Machine throughput increase drove sustained pressure uplift.
-11881,2024-02-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Unbalanced load introduced cyclical pressure ripple.
-11882,2024-02-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.034,False,Reliability engineer tagged sample window for model retraining.
-11883,2024-02-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Temporary gateway failover completed without data loss.
-11884,2024-02-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.108,False,Pressure settled back to nominal after valve reseat.
-11885,2024-02-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.748,False,Unbalanced load introduced cyclical pressure ripple.
-11886,2024-02-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.31,False,Vibration harmonics broadened during extended production run.
-11887,2024-02-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.942,False,Operator reset acknowledged after red-tag inspection.
-11888,2024-02-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.849,False,Air handler maintenance reduced humidity variance on finishing line.
-11889,2024-02-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.527,False,Condensation warning cleared after dehumidifier ramp-up.
-11890,2024-02-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.82,False,Humidity climbed during dock-door open period in afternoon shift.
-11891,2024-02-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.818,False,Temperature variance narrowed after coolant nozzle cleaning.
-11892,2024-02-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.435,False,Edge collector replayed buffered events after network recovery.
-11893,2024-02-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.675,False,Vibration baseline recovered after tool holder replacement.
-11894,2024-02-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.232,False,Maintenance scheduler deferred calibration due to spare shortage.
-11895,2024-02-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.067,False,Thermal overshoot event coincided with recipe change on furnace.
-11896,2024-02-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.686,False,Supervisory alert generated after three consecutive threshold breaches.
-11897,2024-02-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.539,False,Humidity excursion near finishing booth during coating run.
-11898,2024-02-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.03,False,Sensor 3 drift suspected after cross-check with manual gauge.
-11899,2024-02-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.567,False,Pressure settled back to nominal after valve reseat.
-11900,2024-02-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.56,False,Thermal ramp exceeded expected warmup curve before shift start.
-11901,2024-02-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Maintenance scheduler deferred calibration due to spare shortage.
-11902,2024-02-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.601,False,Operator reported intermittent chatter on machine CNC-04.
-11903,2024-02-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.323,False,Bearing temperature rising faster than baseline on spindle cell.
-11904,2024-02-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.173,False,Air handler maintenance reduced humidity variance on finishing line.
-11905,2024-02-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.692,False,Thermal overshoot event coincided with recipe change on furnace.
-11906,2024-02-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.443,False,Quality team requested trace review for lot 24-118B.
-11907,2024-02-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.213,False,Sensor enclosure opened for manual calibration verification.
-11908,2024-02-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.736,False,Maintenance crew confirmed lubrication interval was missed.
-11909,2024-02-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.236,False,Vibration baseline recovered after tool holder replacement.
-11910,2024-02-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.712,False,Machine idle period extended during planned sanitation window.
-11911,2024-02-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.985,False,Pressure settled back to nominal after valve reseat.
-11912,2024-02-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.917,False,Vibration baseline recovered after tool holder replacement.
-11913,2024-02-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.672,False,Transient outlier matched forklift impact near cabinet wall.
-11914,2024-02-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.296,False,Machine idle period extended during planned sanitation window.
-11915,2024-02-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.551,False,Condensation warning cleared after dehumidifier ramp-up.
-11916,2024-02-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.638,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11917,2024-02-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.603,False,Sensor heartbeat delayed by one interval after gateway retry.
-11918,2024-02-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.028,False,Heat-treat furnace door cycling increased localized temperature spikes.
-11919,2024-02-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.378,False,Maintenance note logged for coupling imbalance inspection.
-11920,2024-02-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.713,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11921,2024-02-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.838,False,Temperature remained elevated during unscheduled overtime run.
-11922,2024-02-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.628,False,Bearing temperature rising faster than baseline on spindle cell.
-11923,2024-02-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.599,False,SCADA backfill inserted two delayed telemetry points.
-11924,2024-02-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.226,False,Anomaly review flagged possible bearing wear progression.
-11925,2024-02-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Vibration baseline recovered after tool holder replacement.
-11926,2024-02-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.08,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11927,2024-02-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Humidity climbed during dock-door open period in afternoon shift.
-11928,2024-02-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.992,False,Operator reported intermittent chatter on machine CNC-04.
-11929,2024-02-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.066,False,Sensor heartbeat delayed by one interval after gateway retry.
-11930,2024-02-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.651,False,Sensor heartbeat delayed by one interval after gateway retry.
-11931,2024-02-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.205,False,Compressed air fluctuation introduced pressure noise for two cycles.
-11932,2024-02-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.897,False,Air handler maintenance reduced humidity variance on finishing line.
-11933,2024-02-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.421,False,Night shift startup produced higher than normal vibration floor.
-11934,2024-02-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.251,False,Unbalanced load introduced cyclical pressure ripple.
-11935,2024-02-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.146,False,Supervisory alert generated after three consecutive threshold breaches.
-11936,2024-02-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.827,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-11937,2024-02-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.275,False,Maintenance note logged for coupling imbalance inspection.
-11938,2024-02-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.965,False,Temperature variance narrowed after coolant nozzle cleaning.
-11939,2024-02-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.6,False,Machine throughput increase drove sustained pressure uplift.
-11940,2024-02-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.358,False,Thermal overshoot event coincided with recipe change on furnace.
-11941,2024-02-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.746,False,Bearing temperature rising faster than baseline on spindle cell.
-11942,2024-02-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.567,False,Temperature variance narrowed after coolant nozzle cleaning.
-11943,2024-02-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.383,False,Temperature remained elevated during unscheduled overtime run.
-11944,2024-02-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.556,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11945,2024-02-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Air handler maintenance reduced humidity variance on finishing line.
-11946,2024-02-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.836,False,Reliability engineer tagged sample window for model retraining.
-11947,2024-02-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.493,False,Coolant loop adjustment reduced chamber temperature spread.
-11948,2024-02-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.895,False,Pressure settled back to nominal after valve reseat.
-11949,2024-02-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Anomaly review flagged possible bearing wear progression.
-11950,2024-02-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.806,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-11951,2024-02-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.066,False,Maintenance note logged for coupling imbalance inspection.
-11952,2024-02-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.82,False,Pressure line purge completed before restart authorization.
-11953,2024-02-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.065,False,Sensor signal clipping observed during startup surge.
-11954,2024-02-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,62.142,False,Coolant loop adjustment reduced chamber temperature spread.
-11955,2024-02-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.56,False,Reliability engineer tagged sample window for model retraining.
-11956,2024-02-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.904,False,Packaging line stop reduced adjacent vibration background.
-11957,2024-02-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.152,False,Reliability engineer tagged sample window for model retraining.
-11958,2024-02-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.878,False,Calibration check overdue by 11 days for press-line transducer.
-11959,2024-02-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Temperature remained elevated during unscheduled overtime run.
-11960,2024-02-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.811,False,Quality team requested trace review for lot 24-118B.
-11961,2024-02-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,4.07,False,Pressure settled back to nominal after valve reseat.
-11962,2024-02-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.464,False,Vibration harmonics broadened during extended production run.
-11963,2024-02-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Temperature variance narrowed after coolant nozzle cleaning.
-11964,2024-02-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.594,False,Machine throughput increase drove sustained pressure uplift.
-11965,2024-02-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Maintenance note logged for coupling imbalance inspection.
-11966,2024-02-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.168,False,Air handler maintenance reduced humidity variance on finishing line.
-11967,2024-02-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.144,False,Sensor heartbeat delayed by one interval after gateway retry.
-11968,2024-02-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.508,False,Thermal overshoot event coincided with recipe change on furnace.
-11969,2024-02-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.324,False,Unbalanced load introduced cyclical pressure ripple.
-11970,2024-02-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.864,False,Maintenance crew confirmed lubrication interval was missed.
-11971,2024-02-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.828,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-11972,2024-02-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.308,False,Sensor enclosure opened for manual calibration verification.
-11973,2024-02-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.443,False,Temporary gateway failover completed without data loss.
-11974,2024-02-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.006,False,Vibration burst exceeds envelope during tool change cycle.
-11975,2024-02-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.684,False,Edge collector replayed buffered events after network recovery.
-11976,2024-02-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.642,False,Hydraulic line pressure oscillation detected under load.
-11977,2024-02-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.826,False,Sensor signal clipping observed during startup surge.
-11978,2024-02-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.222,False,Dust extraction fan offline for 18 minutes on line finishing.
-11979,2024-02-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.698,False,Vibration harmonics broadened during extended production run.
-11980,2024-02-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.656,False,Quality hold reduced finishing booth activity for one shift.
-11981,2024-02-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Vibration burst exceeds envelope during tool change cycle.
-11982,2024-02-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.604,False,Ambient temperature stabilized after HVAC stage-two engagement.
-11983,2024-02-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.316,False,Shift handoff note referenced unusual noise near press enclosure.
-11984,2024-02-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.612,False,Vibration baseline recovered after tool holder replacement.
-11985,2024-02-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.358,False,Anomaly review flagged possible bearing wear progression.
-11986,2024-02-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.918,False,Calibration check overdue by 11 days for press-line transducer.
-11987,2024-02-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.477,False,Shift handoff note referenced unusual noise near press enclosure.
-11988,2024-02-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.559,False,Humidity readings track seasonal rise across late spring.
-11989,2024-02-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.041,False,Unbalanced load introduced cyclical pressure ripple.
-11990,2024-02-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.681,False,Sensor heartbeat delayed by one interval after gateway retry.
-11991,2024-02-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.422,False,Unbalanced load introduced cyclical pressure ripple.
-11992,2024-02-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.771,False,Transient outlier matched forklift impact near cabinet wall.
-11993,2024-02-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.093,False,Sensor enclosure opened for manual calibration verification.
-11994,2024-02-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.374,False,Anomaly review flagged possible bearing wear progression.
-11995,2024-02-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.65,False,Operator reset acknowledged after red-tag inspection.
-11996,2024-02-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.16,False,Pressure settled back to nominal after valve reseat.
-11997,2024-02-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.97,False,Pressure line purge completed before restart authorization.
-11998,2024-02-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.527,False,Short-lived packet loss observed at edge gateway gw-02.
-11999,2024-02-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.929,False,Transient outlier matched forklift impact near cabinet wall.
-12000,2024-02-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.823,False,Temperature variance narrowed after coolant nozzle cleaning.
-12001,2024-02-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.722,False,Coolant loop adjustment reduced chamber temperature spread.
-12002,2024-02-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.083,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12003,2024-02-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.233,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12004,2024-02-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.609,False,Reliability engineer tagged sample window for model retraining.
-12005,2024-02-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Maintenance note logged for coupling imbalance inspection.
-12006,2024-02-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.941,False,Humidity readings track seasonal rise across late spring.
-12007,2024-02-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.59,False,Temperature remained elevated during unscheduled overtime run.
-12008,2024-02-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.324,False,Condensation warning cleared after dehumidifier ramp-up.
-12009,2024-02-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.881,False,Quality team requested trace review for lot 24-118B.
-12010,2024-02-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.456,False,Humidity baseline improved after seal replacement.
-12011,2024-02-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.839,False,Unbalanced load introduced cyclical pressure ripple.
-12012,2024-02-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.93,False,Vibration burst exceeds envelope during tool change cycle.
-12013,2024-02-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.957,False,Shift handoff note referenced unusual noise near press enclosure.
-12014,2024-02-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.546,False,Maintenance crew confirmed lubrication interval was missed.
-12015,2024-02-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.94,False,Coolant loop adjustment reduced chamber temperature spread.
-12016,2024-02-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.551,False,Dust extraction fan offline for 18 minutes on line finishing.
-12017,2024-02-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.221,False,Thermal overshoot event coincided with recipe change on furnace.
-12018,2024-02-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.413,False,Maintenance crew confirmed lubrication interval was missed.
-12019,2024-02-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.637,False,Warning threshold updated for pilot predictive-maintenance model.
-12020,2024-02-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.26,False,Packaging line stop reduced adjacent vibration background.
-12021,2024-02-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.937,False,Pressure peak corresponds to oversized billet batch processing.
-12022,2024-02-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.706,False,Bearing temperature rising faster than baseline on spindle cell.
-12023,2024-02-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.138,False,Machine idle period extended during planned sanitation window.
-12024,2024-02-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.705,False,Quality hold reduced finishing booth activity for one shift.
-12025,2024-02-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.985,False,Bearing temperature rising faster than baseline on spindle cell.
-12026,2024-02-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.599,False,Machine idle period extended during planned sanitation window.
-12027,2024-02-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.135,False,Machine throughput increase drove sustained pressure uplift.
-12028,2024-02-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.273,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12029,2024-02-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.713,False,Quality hold reduced finishing booth activity for one shift.
-12030,2024-02-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.827,False,Machine throughput increase drove sustained pressure uplift.
-12031,2024-02-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.723,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12032,2024-02-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.949,False,Pressure settled back to nominal after valve reseat.
-12033,2024-02-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.221,False,Sensor heartbeat delayed by one interval after gateway retry.
-12034,2024-02-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.934,False,Temperature variance narrowed after coolant nozzle cleaning.
-12035,2024-02-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.111,False,Coolant loop adjustment reduced chamber temperature spread.
-12036,2024-02-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.21,False,Edge collector replayed buffered events after network recovery.
-12037,2024-02-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.548,False,Sensor heartbeat delayed by one interval after gateway retry.
-12038,2024-02-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.245,False,Sensor heartbeat delayed by one interval after gateway retry.
-12039,2024-02-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.59,False,Sensor signal clipping observed during startup surge.
-12040,2024-02-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.036,False,Sensor signal clipping observed during startup surge.
-12041,2024-02-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.636,False,Humidity climbed during dock-door open period in afternoon shift.
-12042,2024-02-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.43,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12043,2024-02-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.573,False,Calibration check overdue by 11 days for press-line transducer.
-12044,2024-02-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.434,False,Sensor heartbeat delayed by one interval after gateway retry.
-12045,2024-02-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Maintenance crew confirmed lubrication interval was missed.
-12046,2024-02-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.31,False,Warning threshold updated for pilot predictive-maintenance model.
-12047,2024-02-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.784,False,Warning threshold updated for pilot predictive-maintenance model.
-12048,2024-02-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.926,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12049,2024-02-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.291,False,Press cycle dwell time lengthened during high-volume batch.
-12050,2024-02-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.355,False,Vibration burst exceeds envelope during tool change cycle.
-12051,2024-02-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.908,False,Operator reset acknowledged after red-tag inspection.
-12052,2024-02-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.535,False,Shift handoff note referenced unusual noise near press enclosure.
-12053,2024-02-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.364,False,Machine idle period extended during planned sanitation window.
-12054,2024-02-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.199,False,Condensation warning cleared after dehumidifier ramp-up.
-12055,2024-02-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.056,False,Sensor heartbeat delayed by one interval after gateway retry.
-12056,2024-02-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.077,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12057,2024-02-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.391,False,Pressure line purge completed before restart authorization.
-12058,2024-02-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.086,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12059,2024-02-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.992,False,Operator reset acknowledged after red-tag inspection.
-12060,2024-02-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.866,False,Thermal ramp exceeded expected warmup curve before shift start.
-12061,2024-02-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.669,False,Machine throughput increase drove sustained pressure uplift.
-12062,2024-02-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.201,False,Maintenance scheduler deferred calibration due to spare shortage.
-12063,2024-02-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.656,False,Hydraulic line pressure oscillation detected under load.
-12064,2024-02-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.833,False,Humidity climbed during dock-door open period in afternoon shift.
-12065,2024-02-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.813,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12066,2024-02-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.3,False,Packaging line stop reduced adjacent vibration background.
-12067,2024-02-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.092,False,Coolant loop adjustment reduced chamber temperature spread.
-12068,2024-02-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.288,False,Pressure line purge completed before restart authorization.
-12069,2024-02-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Vibration harmonics broadened during extended production run.
-12070,2024-02-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.809,False,Shift handoff note referenced unusual noise near press enclosure.
-12071,2024-02-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.663,False,Maintenance scheduler deferred calibration due to spare shortage.
-12072,2024-02-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.603,False,Operator reset acknowledged after red-tag inspection.
-12073,2024-02-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.574,False,Thermal ramp exceeded expected warmup curve before shift start.
-12074,2024-02-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.588,False,Machine idle period extended during planned sanitation window.
-12075,2024-02-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.847,False,Sensor heartbeat delayed by one interval after gateway retry.
-12076,2024-02-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.857,False,Operator reset acknowledged after red-tag inspection.
-12077,2024-02-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.136,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12078,2024-02-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.931,False,Maintenance crew confirmed lubrication interval was missed.
-12079,2024-02-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.049,False,Machine idle period extended during planned sanitation window.
-12080,2024-02-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.105,False,Edge collector replayed buffered events after network recovery.
-12081,2024-02-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.306,False,Reliability engineer tagged sample window for model retraining.
-12082,2024-02-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.416,False,Shift handoff note referenced unusual noise near press enclosure.
-12083,2024-02-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.508,False,Packaging line stop reduced adjacent vibration background.
-12084,2024-02-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.565,False,Unbalanced load introduced cyclical pressure ripple.
-12085,2024-02-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.047,False,Temperature remained elevated during unscheduled overtime run.
-12086,2024-02-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.997,False,SCADA backfill inserted two delayed telemetry points.
-12087,2024-02-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.408,False,Operator reset acknowledged after red-tag inspection.
-12088,2024-02-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.098,False,Thermal overshoot event coincided with recipe change on furnace.
-12089,2024-02-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.422,False,Vibration harmonics broadened during extended production run.
-12090,2024-02-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.583,False,Pressure peak corresponds to oversized billet batch processing.
-12091,2024-02-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.123,False,Operator reset acknowledged after red-tag inspection.
-12092,2024-02-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.087,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12093,2024-02-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.159,False,Night shift startup produced higher than normal vibration floor.
-12094,2024-02-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.279,False,Humidity excursion near finishing booth during coating run.
-12095,2024-02-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.445,False,Edge collector replayed buffered events after network recovery.
-12096,2024-02-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.028,False,Quality team requested trace review for lot 24-118B.
-12097,2024-02-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Vibration burst exceeds envelope during tool change cycle.
-12098,2024-02-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.361,False,Maintenance scheduler deferred calibration due to spare shortage.
-12099,2024-02-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Vibration burst exceeds envelope during tool change cycle.
-12100,2024-02-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.018,False,Shift handoff note referenced unusual noise near press enclosure.
-12101,2024-02-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,Sensor battery health remains nominal after firmware update.
-12102,2024-02-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12103,2024-02-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.193,False,Condensation warning cleared after dehumidifier ramp-up.
-12104,2024-02-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.283,False,Bearing temperature rising faster than baseline on spindle cell.
-12105,2024-02-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.026,False,Press cycle dwell time lengthened during high-volume batch.
-12106,2024-02-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.93,False,Anomaly review flagged possible bearing wear progression.
-12107,2024-02-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.125,False,Sensor battery health remains nominal after firmware update.
-12108,2024-02-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.736,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12109,2024-02-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12110,2024-02-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.345,False,Bearing temperature rising faster than baseline on spindle cell.
-12111,2024-02-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.583,False,Temperature remained elevated during unscheduled overtime run.
-12112,2024-02-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.812,False,Night shift startup produced higher than normal vibration floor.
-12113,2024-02-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.663,False,Humidity baseline improved after seal replacement.
-12114,2024-02-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.718,False,Vibration burst exceeds envelope during tool change cycle.
-12115,2024-02-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.961,False,Thermal ramp exceeded expected warmup curve before shift start.
-12116,2024-02-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.357,False,Humidity climbed during dock-door open period in afternoon shift.
-12117,2024-02-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.626,False,Maintenance scheduler deferred calibration due to spare shortage.
-12118,2024-02-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.128,False,Anomaly review flagged possible bearing wear progression.
-12119,2024-02-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.732,False,Condensation warning cleared after dehumidifier ramp-up.
-12120,2024-02-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.811,False,Humidity readings track seasonal rise across late spring.
-12121,2024-02-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12122,2024-02-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.227,False,Calibration check overdue by 11 days for press-line transducer.
-12123,2024-02-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.038,False,Humidity readings track seasonal rise across late spring.
-12124,2024-02-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.434,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12125,2024-02-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.849,False,Vibration harmonics broadened during extended production run.
-12126,2024-02-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.635,False,Air handler maintenance reduced humidity variance on finishing line.
-12127,2024-02-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.306,False,Sensor enclosure opened for manual calibration verification.
-12128,2024-02-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.417,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12129,2024-02-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.44,False,Shift handoff note referenced unusual noise near press enclosure.
-12130,2024-02-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.39,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12131,2024-02-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.139,False,Sensor signal clipping observed during startup surge.
-12132,2024-02-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.295,False,Unbalanced load introduced cyclical pressure ripple.
-12133,2024-02-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.385,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12134,2024-02-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.172,False,Hydraulic line pressure oscillation detected under load.
-12135,2024-02-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.096,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12136,2024-02-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.89,False,Press cycle dwell time lengthened during high-volume batch.
-12137,2024-02-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12138,2024-02-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.938,False,Warning threshold updated for pilot predictive-maintenance model.
-12139,2024-02-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.948,False,Humidity readings track seasonal rise across late spring.
-12140,2024-02-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.326,False,SCADA backfill inserted two delayed telemetry points.
-12141,2024-02-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.607,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12142,2024-02-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.334,False,Humidity readings track seasonal rise across late spring.
-12143,2024-02-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.658,False,Temporary gateway failover completed without data loss.
-12144,2024-02-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.382,False,Temporary gateway failover completed without data loss.
-12145,2024-02-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.866,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12146,2024-02-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.53,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12147,2024-02-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.393,False,Thermal overshoot event coincided with recipe change on furnace.
-12148,2024-02-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.748,False,Air handler maintenance reduced humidity variance on finishing line.
-12149,2024-02-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.217,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12150,2024-02-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.825,False,Hydraulic line pressure oscillation detected under load.
-12151,2024-02-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.049,False,Machine idle period extended during planned sanitation window.
-12152,2024-02-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.739,False,Operator reported intermittent chatter on machine CNC-04.
-12153,2024-02-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.943,False,Maintenance scheduler deferred calibration due to spare shortage.
-12154,2024-02-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.784,False,Maintenance crew confirmed lubrication interval was missed.
-12155,2024-02-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.443,False,Thermal ramp exceeded expected warmup curve before shift start.
-12156,2024-02-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.328,False,Quality team requested trace review for lot 24-118B.
-12157,2024-02-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.624,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12158,2024-02-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.416,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12159,2024-02-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.231,False,Vibration harmonics broadened during extended production run.
-12160,2024-02-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.854,False,Transient outlier matched forklift impact near cabinet wall.
-12161,2024-02-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.582,False,Operator reset acknowledged after red-tag inspection.
-12162,2024-02-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.741,False,Transient outlier matched forklift impact near cabinet wall.
-12163,2024-02-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.425,False,Telemetry quality flag downgraded during sensor self-test window.
-12164,2024-02-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.389,False,Humidity readings track seasonal rise across late spring.
-12165,2024-02-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.034,False,Coolant loop adjustment reduced chamber temperature spread.
-12166,2024-02-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.146,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12167,2024-02-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.222,False,Quality hold reduced finishing booth activity for one shift.
-12168,2024-02-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,56.15,False,Humidity readings track seasonal rise across late spring.
-12169,2024-02-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Short-lived packet loss observed at edge gateway gw-02.
-12170,2024-02-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.309,False,Reliability engineer tagged sample window for model retraining.
-12171,2024-02-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Quality team requested trace review for lot 24-118B.
-12172,2024-02-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.226,False,Shift handoff note referenced unusual noise near press enclosure.
-12173,2024-02-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.066,False,Vibration harmonics broadened during extended production run.
-12174,2024-02-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.01,False,Calibration check overdue by 11 days for press-line transducer.
-12175,2024-02-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.947,False,Sensor heartbeat delayed by one interval after gateway retry.
-12176,2024-02-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.708,False,Thermal overshoot event coincided with recipe change on furnace.
-12177,2024-02-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.282,False,Sensor signal clipping observed during startup surge.
-12178,2024-02-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.329,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12179,2024-02-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.041,False,Condensation warning cleared after dehumidifier ramp-up.
-12180,2024-02-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.17,False,Pressure peak corresponds to oversized billet batch processing.
-12181,2024-02-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.741,False,Telemetry quality flag downgraded during sensor self-test window.
-12182,2024-02-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.162,False,Temperature remained elevated during unscheduled overtime run.
-12183,2024-02-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.468,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12184,2024-02-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.128,False,Vibration burst exceeds envelope during tool change cycle.
-12185,2024-02-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.435,False,Sensor battery health remains nominal after firmware update.
-12186,2024-02-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.515,False,Supervisory alert generated after three consecutive threshold breaches.
-12187,2024-02-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.758,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12188,2024-02-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.144,False,Press cycle dwell time lengthened during high-volume batch.
-12189,2024-02-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.881,False,Maintenance scheduler deferred calibration due to spare shortage.
-12190,2024-02-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.311,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12191,2024-02-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.952,False,Telemetry quality flag downgraded during sensor self-test window.
-12192,2024-02-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.466,False,Sensor signal clipping observed during startup surge.
-12193,2024-02-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.943,False,Vibration harmonics broadened during extended production run.
-12194,2024-02-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.418,False,Anomaly review flagged possible bearing wear progression.
-12195,2024-02-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.428,False,Dust extraction fan offline for 18 minutes on line finishing.
-12196,2024-02-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.576,False,Humidity baseline improved after seal replacement.
-12197,2024-02-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.89,False,SCADA backfill inserted two delayed telemetry points.
-12198,2024-02-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.217,False,Thermal overshoot event coincided with recipe change on furnace.
-12199,2024-02-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Packaging line stop reduced adjacent vibration background.
-12200,2024-02-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.454,False,Machine throughput increase drove sustained pressure uplift.
-12201,2024-02-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.035,False,Supervisory alert generated after three consecutive threshold breaches.
-12202,2024-02-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.765,False,Operator reset acknowledged after red-tag inspection.
-12203,2024-02-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.211,False,Shift handoff note referenced unusual noise near press enclosure.
-12204,2024-02-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.366,False,Calibration check overdue by 11 days for press-line transducer.
-12205,2024-02-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.971,False,Humidity excursion near finishing booth during coating run.
-12206,2024-02-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.422,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12207,2024-02-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.764,False,Hydraulic line pressure oscillation detected under load.
-12208,2024-02-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.387,False,Maintenance crew confirmed lubrication interval was missed.
-12209,2024-02-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.969,False,Shift handoff note referenced unusual noise near press enclosure.
-12210,2024-02-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.221,False,Pressure peak corresponds to oversized billet batch processing.
-12211,2024-02-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Sensor battery health remains nominal after firmware update.
-12212,2024-02-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.743,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12213,2024-02-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.55,False,Vibration burst exceeds envelope during tool change cycle.
-12214,2024-02-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.391,False,Humidity climbed during dock-door open period in afternoon shift.
-12215,2024-02-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.011,False,Packaging line stop reduced adjacent vibration background.
-12216,2024-02-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.096,False,Vibration burst exceeds envelope during tool change cycle.
-12217,2024-02-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.941,False,Machine throughput increase drove sustained pressure uplift.
-12218,2024-02-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.092,False,Pressure settled back to nominal after valve reseat.
-12219,2024-02-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.484,False,Air handler maintenance reduced humidity variance on finishing line.
-12220,2024-02-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.748,False,Quality hold reduced finishing booth activity for one shift.
-12221,2024-02-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Thermal overshoot event coincided with recipe change on furnace.
-12222,2024-02-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.114,False,Maintenance scheduler deferred calibration due to spare shortage.
-12223,2024-02-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.226,False,Thermal overshoot event coincided with recipe change on furnace.
-12224,2024-02-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.87,False,Telemetry quality flag downgraded during sensor self-test window.
-12225,2024-02-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.64,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12226,2024-02-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.044,False,Machine throughput increase drove sustained pressure uplift.
-12227,2024-02-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.665,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12228,2024-02-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.875,False,Machine throughput increase drove sustained pressure uplift.
-12229,2024-02-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.247,False,Shift handoff note referenced unusual noise near press enclosure.
-12230,2024-02-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.667,False,Sensor enclosure opened for manual calibration verification.
-12231,2024-02-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.961,False,Pressure peak corresponds to oversized billet batch processing.
-12232,2024-02-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.667,False,Pressure line purge completed before restart authorization.
-12233,2024-02-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.058,False,Humidity readings track seasonal rise across late spring.
-12234,2024-02-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.952,False,Temperature remained elevated during unscheduled overtime run.
-12235,2024-02-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.46,False,Sensor heartbeat delayed by one interval after gateway retry.
-12236,2024-02-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.037,False,Machine throughput increase drove sustained pressure uplift.
-12237,2024-02-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.02,False,Operator reset acknowledged after red-tag inspection.
-12238,2024-02-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.247,False,Humidity excursion near finishing booth during coating run.
-12239,2024-02-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.831,False,Vibration burst exceeds envelope during tool change cycle.
-12240,2024-02-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.846,False,Transient outlier matched forklift impact near cabinet wall.
-12241,2024-02-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.587,False,Humidity excursion near finishing booth during coating run.
-12242,2024-02-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.113,False,Night shift startup produced higher than normal vibration floor.
-12243,2024-02-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.567,False,Shift handoff note referenced unusual noise near press enclosure.
-12244,2024-02-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.336,False,Transient outlier matched forklift impact near cabinet wall.
-12245,2024-02-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.581,False,Edge collector replayed buffered events after network recovery.
-12246,2024-02-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.847,False,Humidity baseline improved after seal replacement.
-12247,2024-02-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.964,False,Night shift startup produced higher than normal vibration floor.
-12248,2024-02-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.278,False,SCADA backfill inserted two delayed telemetry points.
-12249,2024-02-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.538,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12250,2024-02-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.074,False,Humidity climbed during dock-door open period in afternoon shift.
-12251,2024-02-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.247,False,Sensor enclosure opened for manual calibration verification.
-12252,2024-02-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.907,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12253,2024-02-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.232,False,Sensor battery health remains nominal after firmware update.
-12254,2024-02-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.324,False,Unbalanced load introduced cyclical pressure ripple.
-12255,2024-02-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.532,False,Machine throughput increase drove sustained pressure uplift.
-12256,2024-02-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.387,False,Calibration check overdue by 11 days for press-line transducer.
-12257,2024-02-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.365,False,Press cycle dwell time lengthened during high-volume batch.
-12258,2024-02-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.223,False,Machine idle period extended during planned sanitation window.
-12259,2024-02-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.949,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12260,2024-02-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.347,False,Edge collector replayed buffered events after network recovery.
-12261,2024-02-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Short-lived packet loss observed at edge gateway gw-02.
-12262,2024-02-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.114,False,Vibration harmonics broadened during extended production run.
-12263,2024-02-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.435,False,Bearing temperature rising faster than baseline on spindle cell.
-12264,2024-02-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.207,False,Bearing temperature rising faster than baseline on spindle cell.
-12265,2024-02-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.317,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12266,2024-02-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.18,False,Temporary gateway failover completed without data loss.
-12267,2024-02-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.791,False,Anomaly review flagged possible bearing wear progression.
-12268,2024-02-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.855,False,Machine throughput increase drove sustained pressure uplift.
-12269,2024-02-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.616,False,Humidity excursion near finishing booth during coating run.
-12270,2024-02-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.952,False,Temperature variance narrowed after coolant nozzle cleaning.
-12271,2024-02-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.235,False,Warning threshold updated for pilot predictive-maintenance model.
-12272,2024-02-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.27,False,Quality hold reduced finishing booth activity for one shift.
-12273,2024-02-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.19,False,Edge collector replayed buffered events after network recovery.
-12274,2024-02-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.647,False,Air handler maintenance reduced humidity variance on finishing line.
-12275,2024-02-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.332,False,Coolant loop adjustment reduced chamber temperature spread.
-12276,2024-02-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.065,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12277,2024-02-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.821,False,Humidity baseline improved after seal replacement.
-12278,2024-02-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.461,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12279,2024-02-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.103,False,Coolant loop adjustment reduced chamber temperature spread.
-12280,2024-02-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.406,False,Short-lived packet loss observed at edge gateway gw-02.
-12281,2024-02-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.821,False,Thermal ramp exceeded expected warmup curve before shift start.
-12282,2024-02-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.456,False,Unbalanced load introduced cyclical pressure ripple.
-12283,2024-02-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.01,False,Air handler maintenance reduced humidity variance on finishing line.
-12284,2024-02-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.244,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12285,2024-02-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.996,False,Air handler maintenance reduced humidity variance on finishing line.
-12286,2024-02-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.422,False,Thermal ramp exceeded expected warmup curve before shift start.
-12287,2024-02-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.141,False,Pressure peak corresponds to oversized billet batch processing.
-12288,2024-02-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.122,False,Unbalanced load introduced cyclical pressure ripple.
-12289,2024-02-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.694,False,Sensor enclosure opened for manual calibration verification.
-12290,2024-02-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.949,False,Humidity readings track seasonal rise across late spring.
-12291,2024-02-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.895,False,Short-lived packet loss observed at edge gateway gw-02.
-12292,2024-02-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.753,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12293,2024-02-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.449,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12294,2024-02-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.632,False,Supervisory alert generated after three consecutive threshold breaches.
-12295,2024-02-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.527,False,Pressure line purge completed before restart authorization.
-12296,2024-02-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.216,False,Packaging line stop reduced adjacent vibration background.
-12297,2024-02-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.008,False,Night shift startup produced higher than normal vibration floor.
-12298,2024-02-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.473,False,Temperature variance narrowed after coolant nozzle cleaning.
-12299,2024-02-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.101,False,Anomaly review flagged possible bearing wear progression.
-12300,2024-02-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.194,False,Anomaly review flagged possible bearing wear progression.
-12301,2024-02-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.213,False,Thermal overshoot event coincided with recipe change on furnace.
-12302,2024-02-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.702,False,Humidity baseline improved after seal replacement.
-12303,2024-02-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.264,False,Dust extraction fan offline for 18 minutes on line finishing.
-12304,2024-02-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.332,False,Warning threshold updated for pilot predictive-maintenance model.
-12305,2024-02-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.237,False,Operator reported intermittent chatter on machine CNC-04.
-12306,2024-02-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.391,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12307,2024-02-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.603,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12308,2024-02-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.725,False,Telemetry quality flag downgraded during sensor self-test window.
-12309,2024-02-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.579,False,Telemetry quality flag downgraded during sensor self-test window.
-12310,2024-02-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.746,False,Reliability engineer tagged sample window for model retraining.
-12311,2024-02-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.532,False,Quality hold reduced finishing booth activity for one shift.
-12312,2024-02-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.237,False,Night shift startup produced higher than normal vibration floor.
-12313,2024-02-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.165,False,Vibration harmonics broadened during extended production run.
-12314,2024-02-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.955,False,Sensor signal clipping observed during startup surge.
-12315,2024-02-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.958,False,Temperature variance narrowed after coolant nozzle cleaning.
-12316,2024-02-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.475,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12317,2024-02-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.201,False,Telemetry quality flag downgraded during sensor self-test window.
-12318,2024-02-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.095,False,Air handler maintenance reduced humidity variance on finishing line.
-12319,2024-02-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.566,False,Temperature remained elevated during unscheduled overtime run.
-12320,2024-02-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.813,False,Humidity climbed during dock-door open period in afternoon shift.
-12321,2024-02-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.558,False,Anomaly review flagged possible bearing wear progression.
-12322,2024-02-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.698,False,Quality hold reduced finishing booth activity for one shift.
-12323,2024-02-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.764,False,Quality team requested trace review for lot 24-118B.
-12324,2024-02-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.897,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12325,2024-02-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.471,False,Anomaly review flagged possible bearing wear progression.
-12326,2024-02-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.826,False,Edge collector replayed buffered events after network recovery.
-12327,2024-02-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.42,False,Calibration check overdue by 11 days for press-line transducer.
-12328,2024-02-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.76,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12329,2024-02-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Maintenance scheduler deferred calibration due to spare shortage.
-12330,2024-02-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.052,False,Pressure peak corresponds to oversized billet batch processing.
-12331,2024-02-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.659,False,Shift handoff note referenced unusual noise near press enclosure.
-12332,2024-02-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.557,False,Operator reset acknowledged after red-tag inspection.
-12333,2024-02-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.271,False,Shift handoff note referenced unusual noise near press enclosure.
-12334,2024-02-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.324,False,Condensation warning cleared after dehumidifier ramp-up.
-12335,2024-02-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.118,False,Vibration harmonics broadened during extended production run.
-12336,2024-02-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.882,False,Sensor signal clipping observed during startup surge.
-12337,2024-02-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.265,False,Temperature variance narrowed after coolant nozzle cleaning.
-12338,2024-02-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.034,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12339,2024-02-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.183,False,Anomaly review flagged possible bearing wear progression.
-12340,2024-02-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.314,False,Humidity baseline improved after seal replacement.
-12341,2024-02-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.191,False,Machine throughput increase drove sustained pressure uplift.
-12342,2024-02-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.592,False,Machine idle period extended during planned sanitation window.
-12343,2024-02-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.053,False,Supervisory alert generated after three consecutive threshold breaches.
-12344,2024-02-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.166,False,Humidity baseline improved after seal replacement.
-12345,2024-02-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Humidity excursion near finishing booth during coating run.
-12346,2024-02-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.815,False,Transient outlier matched forklift impact near cabinet wall.
-12347,2024-02-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.159,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12348,2024-02-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.095,False,Condensation warning cleared after dehumidifier ramp-up.
-12349,2024-02-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.421,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12350,2024-02-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.062,False,Bearing temperature rising faster than baseline on spindle cell.
-12351,2024-02-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.97,False,Operator reported intermittent chatter on machine CNC-04.
-12352,2024-02-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.461,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12353,2024-02-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.685,False,Operator reported intermittent chatter on machine CNC-04.
-12354,2024-02-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.75,False,Temporary gateway failover completed without data loss.
-12355,2024-02-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.534,False,Humidity readings track seasonal rise across late spring.
-12356,2024-02-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.832,False,Thermal ramp exceeded expected warmup curve before shift start.
-12357,2024-02-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.678,False,Coolant loop adjustment reduced chamber temperature spread.
-12358,2024-02-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.782,False,Bearing temperature rising faster than baseline on spindle cell.
-12359,2024-02-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.017,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12360,2024-02-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.25,False,Temperature remained elevated during unscheduled overtime run.
-12361,2024-02-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.32,False,Machine throughput increase drove sustained pressure uplift.
-12362,2024-02-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.819,False,Unbalanced load introduced cyclical pressure ripple.
-12363,2024-02-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.704,False,Quality team requested trace review for lot 24-118B.
-12364,2024-02-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.559,False,Unbalanced load introduced cyclical pressure ripple.
-12365,2024-02-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.711,False,SCADA backfill inserted two delayed telemetry points.
-12366,2024-02-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.161,False,Quality team requested trace review for lot 24-118B.
-12367,2024-02-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.238,False,Sensor enclosure opened for manual calibration verification.
-12368,2024-02-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.645,False,Edge collector replayed buffered events after network recovery.
-12369,2024-02-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.778,False,Machine idle period extended during planned sanitation window.
-12370,2024-02-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.538,False,Calibration check overdue by 11 days for press-line transducer.
-12371,2024-02-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.013,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12372,2024-02-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.52,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12373,2024-02-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.309,False,Maintenance scheduler deferred calibration due to spare shortage.
-12374,2024-02-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.297,False,Maintenance crew confirmed lubrication interval was missed.
-12375,2024-02-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.143,False,Thermal ramp exceeded expected warmup curve before shift start.
-12376,2024-02-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.491,False,Vibration burst exceeds envelope during tool change cycle.
-12377,2024-02-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.439,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12378,2024-02-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.852,False,Vibration burst exceeds envelope during tool change cycle.
-12379,2024-02-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.976,False,Maintenance note logged for coupling imbalance inspection.
-12380,2024-02-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.33,False,Humidity excursion near finishing booth during coating run.
-12381,2024-02-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.971,False,Telemetry quality flag downgraded during sensor self-test window.
-12382,2024-02-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.375,False,Coolant loop adjustment reduced chamber temperature spread.
-12383,2024-02-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.814,False,Humidity climbed during dock-door open period in afternoon shift.
-12384,2024-02-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.784,False,Sensor signal clipping observed during startup surge.
-12385,2024-02-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Maintenance crew confirmed lubrication interval was missed.
-12386,2024-02-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.907,False,Machine throughput increase drove sustained pressure uplift.
-12387,2024-02-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Sensor battery health remains nominal after firmware update.
-12388,2024-02-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.554,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12389,2024-02-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.952,False,Unbalanced load introduced cyclical pressure ripple.
-12390,2024-02-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.764,False,Quality team requested trace review for lot 24-118B.
-12391,2024-02-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.013,False,Maintenance note logged for coupling imbalance inspection.
-12392,2024-02-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.041,False,Maintenance note logged for coupling imbalance inspection.
-12393,2024-02-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.616,False,Telemetry quality flag downgraded during sensor self-test window.
-12394,2024-02-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.963,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12395,2024-02-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.493,False,Humidity baseline improved after seal replacement.
-12396,2024-02-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.527,False,Temperature variance narrowed after coolant nozzle cleaning.
-12397,2024-02-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Sensor battery health remains nominal after firmware update.
-12398,2024-02-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.436,False,Unbalanced load introduced cyclical pressure ripple.
-12399,2024-02-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.689,False,Shift handoff note referenced unusual noise near press enclosure.
-12400,2024-02-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.507,False,Pressure peak corresponds to oversized billet batch processing.
-12401,2024-02-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Air handler maintenance reduced humidity variance on finishing line.
-12402,2024-02-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.196,False,Quality team requested trace review for lot 24-118B.
-12403,2024-02-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,10.011,False,SCADA backfill inserted two delayed telemetry points.
-12404,2024-02-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.715,False,Temporary gateway failover completed without data loss.
-12405,2024-02-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.312,False,Maintenance crew confirmed lubrication interval was missed.
-12406,2024-02-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.191,False,Maintenance crew confirmed lubrication interval was missed.
-12407,2024-02-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.596,False,Maintenance crew confirmed lubrication interval was missed.
-12408,2024-02-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.795,False,Temporary gateway failover completed without data loss.
-12409,2024-02-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.1,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12410,2024-02-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.486,False,Short-lived packet loss observed at edge gateway gw-02.
-12411,2024-02-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.913,False,Vibration harmonics broadened during extended production run.
-12412,2024-02-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.632,False,Condensation warning cleared after dehumidifier ramp-up.
-12413,2024-02-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.052,False,Dust extraction fan offline for 18 minutes on line finishing.
-12414,2024-02-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.369,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12415,2024-02-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.875,False,Maintenance scheduler deferred calibration due to spare shortage.
-12416,2024-02-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.22,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12417,2024-02-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,SCADA backfill inserted two delayed telemetry points.
-12418,2024-02-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.983,False,Operator reported intermittent chatter on machine CNC-04.
-12419,2024-02-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.027,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12420,2024-02-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.114,False,Sensor signal clipping observed during startup surge.
-12421,2024-02-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.477,False,Supervisory alert generated after three consecutive threshold breaches.
-12422,2024-02-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.26,False,Pressure line purge completed before restart authorization.
-12423,2024-02-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.008,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12424,2024-02-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.726,False,Pressure settled back to nominal after valve reseat.
-12425,2024-02-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.043,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12426,2024-02-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.76,False,Telemetry quality flag downgraded during sensor self-test window.
-12427,2024-02-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.456,False,Machine idle period extended during planned sanitation window.
-12428,2024-02-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.188,False,Pressure settled back to nominal after valve reseat.
-12429,2024-02-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.245,False,Anomaly review flagged possible bearing wear progression.
-12430,2024-02-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.178,False,Humidity climbed during dock-door open period in afternoon shift.
-12431,2024-02-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.232,False,Packaging line stop reduced adjacent vibration background.
-12432,2024-02-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.796,False,Humidity excursion near finishing booth during coating run.
-12433,2024-02-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.515,False,Temperature variance narrowed after coolant nozzle cleaning.
-12434,2024-02-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.424,False,Reliability engineer tagged sample window for model retraining.
-12435,2024-02-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.991,False,Temperature variance narrowed after coolant nozzle cleaning.
-12436,2024-02-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.926,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12437,2024-02-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.932,False,Dust extraction fan offline for 18 minutes on line finishing.
-12438,2024-02-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.53,False,Humidity readings track seasonal rise across late spring.
-12439,2024-02-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.416,False,Dust extraction fan offline for 18 minutes on line finishing.
-12440,2024-02-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.812,False,Night shift startup produced higher than normal vibration floor.
-12441,2024-02-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.841,False,Temporary gateway failover completed without data loss.
-12442,2024-02-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.226,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12443,2024-02-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.019,False,Condensation warning cleared after dehumidifier ramp-up.
-12444,2024-02-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.331,False,Machine throughput increase drove sustained pressure uplift.
-12445,2024-02-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.513,False,Sensor heartbeat delayed by one interval after gateway retry.
-12446,2024-02-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.292,False,Shift handoff note referenced unusual noise near press enclosure.
-12447,2024-02-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.409,False,Shift handoff note referenced unusual noise near press enclosure.
-12448,2024-02-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.005,False,Pressure settled back to nominal after valve reseat.
-12449,2024-02-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.22,False,Pressure line purge completed before restart authorization.
-12450,2024-02-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.376,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12451,2024-02-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.734,False,Thermal ramp exceeded expected warmup curve before shift start.
-12452,2024-02-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.25,False,Short-lived packet loss observed at edge gateway gw-02.
-12453,2024-02-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12454,2024-02-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.458,False,Vibration burst exceeds envelope during tool change cycle.
-12455,2024-02-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Warning threshold updated for pilot predictive-maintenance model.
-12456,2024-02-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.037,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12457,2024-02-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.171,False,Pressure line purge completed before restart authorization.
-12458,2024-02-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.717,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12459,2024-02-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.552,False,Thermal overshoot event coincided with recipe change on furnace.
-12460,2024-02-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.212,False,Reliability engineer tagged sample window for model retraining.
-12461,2024-02-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.501,False,Sensor enclosure opened for manual calibration verification.
-12462,2024-02-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.289,False,Humidity baseline improved after seal replacement.
-12463,2024-02-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.629,False,Operator reset acknowledged after red-tag inspection.
-12464,2024-02-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.633,False,Transient outlier matched forklift impact near cabinet wall.
-12465,2024-02-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.683,False,Temporary gateway failover completed without data loss.
-12466,2024-02-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.472,False,Sensor enclosure opened for manual calibration verification.
-12467,2024-02-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.955,False,Humidity excursion near finishing booth during coating run.
-12468,2024-02-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.096,False,Operator reported intermittent chatter on machine CNC-04.
-12469,2024-02-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.753,False,Temperature remained elevated during unscheduled overtime run.
-12470,2024-02-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.673,False,Pressure settled back to nominal after valve reseat.
-12471,2024-02-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.991,False,Vibration burst exceeds envelope during tool change cycle.
-12472,2024-02-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.815,False,SCADA backfill inserted two delayed telemetry points.
-12473,2024-02-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.822,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12474,2024-02-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.773,False,Quality team requested trace review for lot 24-118B.
-12475,2024-02-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.512,False,Maintenance crew confirmed lubrication interval was missed.
-12476,2024-02-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.858,False,Anomaly review flagged possible bearing wear progression.
-12477,2024-02-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.207,False,Maintenance crew confirmed lubrication interval was missed.
-12478,2024-02-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.503,False,Sensor heartbeat delayed by one interval after gateway retry.
-12479,2024-02-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.306,False,Temperature variance narrowed after coolant nozzle cleaning.
-12480,2024-02-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.331,False,Thermal ramp exceeded expected warmup curve before shift start.
-12481,2024-02-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.821,False,Dust extraction fan offline for 18 minutes on line finishing.
-12482,2024-02-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.076,False,Machine idle period extended during planned sanitation window.
-12483,2024-02-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.732,False,Press cycle dwell time lengthened during high-volume batch.
-12484,2024-02-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.501,False,Warning threshold updated for pilot predictive-maintenance model.
-12485,2024-02-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Vibration harmonics broadened during extended production run.
-12486,2024-02-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.326,False,Maintenance note logged for coupling imbalance inspection.
-12487,2024-02-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.519,False,Maintenance note logged for coupling imbalance inspection.
-12488,2024-02-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.437,False,Hydraulic line pressure oscillation detected under load.
-12489,2024-02-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.77,False,Bearing temperature rising faster than baseline on spindle cell.
-12490,2024-02-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.234,False,Calibration check overdue by 11 days for press-line transducer.
-12491,2024-02-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.581,False,Shift handoff note referenced unusual noise near press enclosure.
-12492,2024-02-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.153,False,Humidity climbed during dock-door open period in afternoon shift.
-12493,2024-02-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.144,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12494,2024-02-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.205,False,Humidity excursion near finishing booth during coating run.
-12495,2024-02-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.134,False,Telemetry quality flag downgraded during sensor self-test window.
-12496,2024-02-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.332,False,Press cycle dwell time lengthened during high-volume batch.
-12497,2024-02-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.623,False,Supervisory alert generated after three consecutive threshold breaches.
-12498,2024-02-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.325,False,Packaging line stop reduced adjacent vibration background.
-12499,2024-02-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.24,False,Quality hold reduced finishing booth activity for one shift.
-12500,2024-02-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.646,False,Calibration check overdue by 11 days for press-line transducer.
-12501,2024-02-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Pressure peak corresponds to oversized billet batch processing.
-12502,2024-02-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.794,False,Quality team requested trace review for lot 24-118B.
-12503,2024-02-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.609,False,Sensor enclosure opened for manual calibration verification.
-12504,2024-02-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.627,False,Quality hold reduced finishing booth activity for one shift.
-12505,2024-02-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.67,False,Vibration burst exceeds envelope during tool change cycle.
-12506,2024-02-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.156,False,Machine throughput increase drove sustained pressure uplift.
-12507,2024-02-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.317,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12508,2024-02-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.286,False,Condensation warning cleared after dehumidifier ramp-up.
-12509,2024-02-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Sensor heartbeat delayed by one interval after gateway retry.
-12510,2024-02-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.438,False,Machine idle period extended during planned sanitation window.
-12511,2024-02-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.73,False,Transient outlier matched forklift impact near cabinet wall.
-12512,2024-02-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.996,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12513,2024-02-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Maintenance scheduler deferred calibration due to spare shortage.
-12514,2024-02-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.824,False,Thermal overshoot event coincided with recipe change on furnace.
-12515,2024-02-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.994,False,Anomaly review flagged possible bearing wear progression.
-12516,2024-02-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.767,False,Air handler maintenance reduced humidity variance on finishing line.
-12517,2024-02-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.473,False,Operator reported intermittent chatter on machine CNC-04.
-12518,2024-02-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.614,False,Reliability engineer tagged sample window for model retraining.
-12519,2024-02-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.713,False,Vibration harmonics broadened during extended production run.
-12520,2024-02-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.397,False,Vibration burst exceeds envelope during tool change cycle.
-12521,2024-02-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.819,False,Press cycle dwell time lengthened during high-volume batch.
-12522,2024-02-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.598,False,Machine idle period extended during planned sanitation window.
-12523,2024-02-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,9.103,False,Humidity readings track seasonal rise across late spring.
-12524,2024-02-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.304,False,Transient outlier matched forklift impact near cabinet wall.
-12525,2024-02-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.33,False,Night shift startup produced higher than normal vibration floor.
-12526,2024-02-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.943,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12527,2024-02-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.587,False,Temperature variance narrowed after coolant nozzle cleaning.
-12528,2024-02-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.753,False,SCADA backfill inserted two delayed telemetry points.
-12529,2024-02-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12530,2024-02-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.433,False,Humidity readings track seasonal rise across late spring.
-12531,2024-02-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.948,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12532,2024-02-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.357,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12533,2024-02-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.693,False,Anomaly review flagged possible bearing wear progression.
-12534,2024-02-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.374,False,Thermal ramp exceeded expected warmup curve before shift start.
-12535,2024-02-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.711,False,Sensor enclosure opened for manual calibration verification.
-12536,2024-02-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.458,False,Transient outlier matched forklift impact near cabinet wall.
-12537,2024-02-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.632,False,Pressure peak corresponds to oversized billet batch processing.
-12538,2024-02-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.223,False,Temperature variance narrowed after coolant nozzle cleaning.
-12539,2024-02-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.6,False,Sensor heartbeat delayed by one interval after gateway retry.
-12540,2024-02-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.38,False,Supervisory alert generated after three consecutive threshold breaches.
-12541,2024-02-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12542,2024-02-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.303,False,Vibration burst exceeds envelope during tool change cycle.
-12543,2024-02-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.82,False,Pressure peak corresponds to oversized billet batch processing.
-12544,2024-02-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.968,False,Machine throughput increase drove sustained pressure uplift.
-12545,2024-02-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.776,False,Operator reset acknowledged after red-tag inspection.
-12546,2024-02-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.498,False,Temporary gateway failover completed without data loss.
-12547,2024-02-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.361,False,Condensation warning cleared after dehumidifier ramp-up.
-12548,2024-02-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.143,False,Condensation warning cleared after dehumidifier ramp-up.
-12549,2024-02-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.248,False,Condensation warning cleared after dehumidifier ramp-up.
-12550,2024-02-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.187,False,Sensor heartbeat delayed by one interval after gateway retry.
-12551,2024-02-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.552,False,Sensor battery health remains nominal after firmware update.
-12552,2024-02-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.355,False,Humidity baseline improved after seal replacement.
-12553,2024-02-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Press cycle dwell time lengthened during high-volume batch.
-12554,2024-02-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.019,False,Unbalanced load introduced cyclical pressure ripple.
-12555,2024-02-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.705,False,Shift handoff note referenced unusual noise near press enclosure.
-12556,2024-02-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.234,False,Vibration harmonics broadened during extended production run.
-12557,2024-02-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.57,False,Dust extraction fan offline for 18 minutes on line finishing.
-12558,2024-02-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.68,False,Coolant loop adjustment reduced chamber temperature spread.
-12559,2024-02-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.655,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12560,2024-02-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.233,False,Anomaly review flagged possible bearing wear progression.
-12561,2024-02-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.273,False,Sensor heartbeat delayed by one interval after gateway retry.
-12562,2024-02-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.814,False,Sensor enclosure opened for manual calibration verification.
-12563,2024-02-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Unbalanced load introduced cyclical pressure ripple.
-12564,2024-02-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.497,False,Machine idle period extended during planned sanitation window.
-12565,2024-02-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.678,False,Bearing temperature rising faster than baseline on spindle cell.
-12566,2024-02-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.506,False,Reliability engineer tagged sample window for model retraining.
-12567,2024-02-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.265,False,Sensor signal clipping observed during startup surge.
-12568,2024-02-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.948,False,Vibration harmonics broadened during extended production run.
-12569,2024-02-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.708,False,Shift handoff note referenced unusual noise near press enclosure.
-12570,2024-02-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.819,False,Maintenance scheduler deferred calibration due to spare shortage.
-12571,2024-02-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.181,False,Coolant loop adjustment reduced chamber temperature spread.
-12572,2024-02-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.106,False,Humidity baseline improved after seal replacement.
-12573,2024-02-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.88,False,Humidity baseline improved after seal replacement.
-12574,2024-02-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.416,False,Machine throughput increase drove sustained pressure uplift.
-12575,2024-02-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.954,False,Bearing temperature rising faster than baseline on spindle cell.
-12576,2024-02-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.127,False,Anomaly review flagged possible bearing wear progression.
-12577,2024-02-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.032,False,Vibration burst exceeds envelope during tool change cycle.
-12578,2024-02-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.584,False,Hydraulic line pressure oscillation detected under load.
-12579,2024-02-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.099,False,Temporary gateway failover completed without data loss.
-12580,2024-02-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.669,False,Dust extraction fan offline for 18 minutes on line finishing.
-12581,2024-02-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Supervisory alert generated after three consecutive threshold breaches.
-12582,2024-02-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.371,False,Thermal ramp exceeded expected warmup curve before shift start.
-12583,2024-02-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.169,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12584,2024-02-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.592,False,Sensor heartbeat delayed by one interval after gateway retry.
-12585,2024-02-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.978,False,Bearing temperature rising faster than baseline on spindle cell.
-12586,2024-02-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.275,False,Condensation warning cleared after dehumidifier ramp-up.
-12587,2024-02-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Press cycle dwell time lengthened during high-volume batch.
-12588,2024-02-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.747,False,Pressure settled back to nominal after valve reseat.
-12589,2024-02-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.142,False,Night shift startup produced higher than normal vibration floor.
-12590,2024-02-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.337,False,Telemetry quality flag downgraded during sensor self-test window.
-12591,2024-02-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.429,False,Temperature variance narrowed after coolant nozzle cleaning.
-12592,2024-02-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.207,False,Quality hold reduced finishing booth activity for one shift.
-12593,2024-02-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.916,False,Bearing temperature rising faster than baseline on spindle cell.
-12594,2024-02-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.572,False,Vibration burst exceeds envelope during tool change cycle.
-12595,2024-02-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.083,False,Sensor battery health remains nominal after firmware update.
-12596,2024-02-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.179,False,Vibration burst exceeds envelope during tool change cycle.
-12597,2024-02-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.96,False,Telemetry quality flag downgraded during sensor self-test window.
-12598,2024-02-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.342,False,Thermal overshoot event coincided with recipe change on furnace.
-12599,2024-02-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.595,False,Packaging line stop reduced adjacent vibration background.
-12600,2024-02-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.288,False,Maintenance note logged for coupling imbalance inspection.
-12601,2024-02-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.834,False,Pressure settled back to nominal after valve reseat.
-12602,2024-02-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.191,False,Edge collector replayed buffered events after network recovery.
-12603,2024-02-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.235,False,Night shift startup produced higher than normal vibration floor.
-12604,2024-02-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.741,False,Shift handoff note referenced unusual noise near press enclosure.
-12605,2024-02-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Humidity climbed during dock-door open period in afternoon shift.
-12606,2024-02-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.632,False,Humidity readings track seasonal rise across late spring.
-12607,2024-02-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.072,False,Edge collector replayed buffered events after network recovery.
-12608,2024-02-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.647,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12609,2024-02-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.812,False,Edge collector replayed buffered events after network recovery.
-12610,2024-02-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.613,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12611,2024-02-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.572,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12612,2024-02-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.265,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12613,2024-02-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.982,False,Humidity baseline improved after seal replacement.
-12614,2024-02-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.572,False,Humidity climbed during dock-door open period in afternoon shift.
-12615,2024-02-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.143,False,Pressure line purge completed before restart authorization.
-12616,2024-02-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.186,False,Vibration burst exceeds envelope during tool change cycle.
-12617,2024-02-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.315,False,Press cycle dwell time lengthened during high-volume batch.
-12618,2024-02-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.431,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12619,2024-02-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.954,False,Night shift startup produced higher than normal vibration floor.
-12620,2024-02-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,31.63,False,Press cycle dwell time lengthened during high-volume batch.
-12621,2024-02-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.988,False,Maintenance crew confirmed lubrication interval was missed.
-12622,2024-02-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.411,False,Machine throughput increase drove sustained pressure uplift.
-12623,2024-02-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.215,False,Packaging line stop reduced adjacent vibration background.
-12624,2024-02-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.147,False,Transient outlier matched forklift impact near cabinet wall.
-12625,2024-02-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.231,False,Press cycle dwell time lengthened during high-volume batch.
-12626,2024-02-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.953,False,Vibration baseline recovered after tool holder replacement.
-12627,2024-02-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.592,False,Transient outlier matched forklift impact near cabinet wall.
-12628,2024-02-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.932,False,Sensor battery health remains nominal after firmware update.
-12629,2024-02-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Short-lived packet loss observed at edge gateway gw-02.
-12630,2024-02-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.129,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12631,2024-02-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.774,False,Night shift startup produced higher than normal vibration floor.
-12632,2024-02-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.735,False,Calibration check overdue by 11 days for press-line transducer.
-12633,2024-02-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.136,False,Anomaly review flagged possible bearing wear progression.
-12634,2024-02-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.079,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12635,2024-02-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.994,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12636,2024-02-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.18,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12637,2024-02-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.927,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12638,2024-02-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.545,False,Dust extraction fan offline for 18 minutes on line finishing.
-12639,2024-02-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.461,False,Machine idle period extended during planned sanitation window.
-12640,2024-02-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.818,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12641,2024-02-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Air handler maintenance reduced humidity variance on finishing line.
-12642,2024-02-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.177,False,Machine throughput increase drove sustained pressure uplift.
-12643,2024-02-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.678,False,Press cycle dwell time lengthened during high-volume batch.
-12644,2024-02-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.955,False,Unbalanced load introduced cyclical pressure ripple.
-12645,2024-02-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.166,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12646,2024-02-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.27,False,Coolant loop adjustment reduced chamber temperature spread.
-12647,2024-02-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.257,False,SCADA backfill inserted two delayed telemetry points.
-12648,2024-02-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.986,False,Sensor signal clipping observed during startup surge.
-12649,2024-02-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.596,False,Quality team requested trace review for lot 24-118B.
-12650,2024-02-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.749,False,Sensor enclosure opened for manual calibration verification.
-12651,2024-02-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.324,False,Thermal overshoot event coincided with recipe change on furnace.
-12652,2024-02-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.774,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12653,2024-02-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.425,False,Warning threshold updated for pilot predictive-maintenance model.
-12654,2024-02-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.534,False,Vibration burst exceeds envelope during tool change cycle.
-12655,2024-02-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.134,False,Short-lived packet loss observed at edge gateway gw-02.
-12656,2024-02-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.482,False,Vibration burst exceeds envelope during tool change cycle.
-12657,2024-02-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.799,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12658,2024-02-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.169,False,Packaging line stop reduced adjacent vibration background.
-12659,2024-02-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.12,False,Transient outlier matched forklift impact near cabinet wall.
-12660,2024-02-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.874,False,Sensor enclosure opened for manual calibration verification.
-12661,2024-02-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.883,False,Dust extraction fan offline for 18 minutes on line finishing.
-12662,2024-02-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.771,False,Temporary gateway failover completed without data loss.
-12663,2024-02-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.175,False,Temporary gateway failover completed without data loss.
-12664,2024-02-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.014,False,Quality team requested trace review for lot 24-118B.
-12665,2024-02-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.075,False,Vibration burst exceeds envelope during tool change cycle.
-12666,2024-02-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.261,False,Supervisory alert generated after three consecutive threshold breaches.
-12667,2024-02-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Telemetry quality flag downgraded during sensor self-test window.
-12668,2024-02-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.906,False,Dust extraction fan offline for 18 minutes on line finishing.
-12669,2024-02-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12670,2024-02-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.602,False,Unbalanced load introduced cyclical pressure ripple.
-12671,2024-02-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.925,False,Temperature remained elevated during unscheduled overtime run.
-12672,2024-02-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.734,False,Machine idle period extended during planned sanitation window.
-12673,2024-02-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.35,False,Anomaly review flagged possible bearing wear progression.
-12674,2024-02-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.132,False,Sensor enclosure opened for manual calibration verification.
-12675,2024-02-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.574,False,Sensor heartbeat delayed by one interval after gateway retry.
-12676,2024-02-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.382,False,Supervisory alert generated after three consecutive threshold breaches.
-12677,2024-02-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.075,False,Machine throughput increase drove sustained pressure uplift.
-12678,2024-02-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.169,False,Humidity readings track seasonal rise across late spring.
-12679,2024-02-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.343,False,Maintenance note logged for coupling imbalance inspection.
-12680,2024-02-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.211,False,Calibration check overdue by 11 days for press-line transducer.
-12681,2024-02-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.339,False,Quality hold reduced finishing booth activity for one shift.
-12682,2024-02-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.291,False,Maintenance note logged for coupling imbalance inspection.
-12683,2024-02-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.999,False,Sensor battery health remains nominal after firmware update.
-12684,2024-02-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.495,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12685,2024-02-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.057,False,Edge collector replayed buffered events after network recovery.
-12686,2024-02-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.903,False,Sensor battery health remains nominal after firmware update.
-12687,2024-02-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.339,False,Humidity excursion near finishing booth during coating run.
-12688,2024-02-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.427,False,Humidity excursion near finishing booth during coating run.
-12689,2024-02-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.863,False,Maintenance scheduler deferred calibration due to spare shortage.
-12690,2024-02-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.92,False,Thermal overshoot event coincided with recipe change on furnace.
-12691,2024-02-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.131,False,Humidity climbed during dock-door open period in afternoon shift.
-12692,2024-02-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.765,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12693,2024-02-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.443,False,Air handler maintenance reduced humidity variance on finishing line.
-12694,2024-02-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.604,False,Quality hold reduced finishing booth activity for one shift.
-12695,2024-02-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.746,False,Maintenance note logged for coupling imbalance inspection.
-12696,2024-02-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.018,False,Calibration check overdue by 11 days for press-line transducer.
-12697,2024-02-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.478,False,Vibration baseline recovered after tool holder replacement.
-12698,2024-02-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.58,False,Air handler maintenance reduced humidity variance on finishing line.
-12699,2024-02-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.164,False,Operator reset acknowledged after red-tag inspection.
-12700,2024-02-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.804,False,Vibration baseline recovered after tool holder replacement.
-12701,2024-02-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12702,2024-02-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.278,False,Edge collector replayed buffered events after network recovery.
-12703,2024-02-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.615,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12704,2024-02-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.223,False,Shift handoff note referenced unusual noise near press enclosure.
-12705,2024-02-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.9,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12706,2024-02-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.74,False,Temporary gateway failover completed without data loss.
-12707,2024-02-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.755,False,Shift handoff note referenced unusual noise near press enclosure.
-12708,2024-02-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.15,False,Humidity climbed during dock-door open period in afternoon shift.
-12709,2024-02-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Anomaly review flagged possible bearing wear progression.
-12710,2024-02-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.063,False,Temporary gateway failover completed without data loss.
-12711,2024-02-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.827,False,Press cycle dwell time lengthened during high-volume batch.
-12712,2024-02-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.472,False,Thermal ramp exceeded expected warmup curve before shift start.
-12713,2024-02-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.102,False,Pressure peak corresponds to oversized billet batch processing.
-12714,2024-02-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.608,False,Sensor enclosure opened for manual calibration verification.
-12715,2024-02-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.188,False,Thermal overshoot event coincided with recipe change on furnace.
-12716,2024-02-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.078,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12717,2024-02-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.773,False,Sensor battery health remains nominal after firmware update.
-12718,2024-02-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.945,False,Maintenance scheduler deferred calibration due to spare shortage.
-12719,2024-02-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.683,False,Humidity baseline improved after seal replacement.
-12720,2024-02-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.764,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12721,2024-02-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.751,False,Vibration harmonics broadened during extended production run.
-12722,2024-02-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.222,False,Bearing temperature rising faster than baseline on spindle cell.
-12723,2024-02-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.571,False,Supervisory alert generated after three consecutive threshold breaches.
-12724,2024-02-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.726,False,Sensor enclosure opened for manual calibration verification.
-12725,2024-02-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.149,False,Machine idle period extended during planned sanitation window.
-12726,2024-02-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.099,False,Pressure line purge completed before restart authorization.
-12727,2024-02-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Thermal overshoot event coincided with recipe change on furnace.
-12728,2024-02-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.347,False,Temperature variance narrowed after coolant nozzle cleaning.
-12729,2024-02-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.122,False,Humidity readings track seasonal rise across late spring.
-12730,2024-02-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.559,False,Humidity excursion near finishing booth during coating run.
-12731,2024-02-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.846,False,Machine idle period extended during planned sanitation window.
-12732,2024-02-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.566,False,Humidity excursion near finishing booth during coating run.
-12733,2024-02-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.823,False,Machine idle period extended during planned sanitation window.
-12734,2024-02-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.231,False,Pressure settled back to nominal after valve reseat.
-12735,2024-02-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Shift handoff note referenced unusual noise near press enclosure.
-12736,2024-02-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,50.581,False,Unbalanced load introduced cyclical pressure ripple.
-12737,2024-02-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12738,2024-02-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.192,False,Temporary gateway failover completed without data loss.
-12739,2024-02-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.446,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12740,2024-02-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.286,False,Sensor enclosure opened for manual calibration verification.
-12741,2024-02-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.485,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12742,2024-02-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.105,False,Supervisory alert generated after three consecutive threshold breaches.
-12743,2024-02-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.196,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12744,2024-02-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.876,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12745,2024-02-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Operator reset acknowledged after red-tag inspection.
-12746,2024-02-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.358,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12747,2024-02-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.968,False,Operator reported intermittent chatter on machine CNC-04.
-12748,2024-02-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.765,False,Quality team requested trace review for lot 24-118B.
-12749,2024-02-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.075,False,Air handler maintenance reduced humidity variance on finishing line.
-12750,2024-02-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.208,False,Quality team requested trace review for lot 24-118B.
-12751,2024-02-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.766,False,Sensor battery health remains nominal after firmware update.
-12752,2024-02-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.624,False,Quality hold reduced finishing booth activity for one shift.
-12753,2024-02-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.958,False,Humidity climbed during dock-door open period in afternoon shift.
-12754,2024-02-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.715,False,Machine idle period extended during planned sanitation window.
-12755,2024-02-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.903,False,Warning threshold updated for pilot predictive-maintenance model.
-12756,2024-02-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.342,False,Thermal ramp exceeded expected warmup curve before shift start.
-12757,2024-02-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.421,False,Sensor enclosure opened for manual calibration verification.
-12758,2024-02-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.545,False,Night shift startup produced higher than normal vibration floor.
-12759,2024-02-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.819,False,Telemetry quality flag downgraded during sensor self-test window.
-12760,2024-02-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.326,False,Press cycle dwell time lengthened during high-volume batch.
-12761,2024-02-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.04,False,Night shift startup produced higher than normal vibration floor.
-12762,2024-02-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.746,False,Sensor enclosure opened for manual calibration verification.
-12763,2024-02-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.556,False,Temperature remained elevated during unscheduled overtime run.
-12764,2024-02-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.518,False,Operator reset acknowledged after red-tag inspection.
-12765,2024-02-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.352,False,Quality hold reduced finishing booth activity for one shift.
-12766,2024-02-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.329,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12767,2024-02-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.629,False,Maintenance note logged for coupling imbalance inspection.
-12768,2024-02-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.267,False,Calibration check overdue by 11 days for press-line transducer.
-12769,2024-02-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.05,False,Edge collector replayed buffered events after network recovery.
-12770,2024-02-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.466,False,Hydraulic line pressure oscillation detected under load.
-12771,2024-02-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.761,False,Coolant loop adjustment reduced chamber temperature spread.
-12772,2024-02-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.975,False,Condensation warning cleared after dehumidifier ramp-up.
-12773,2024-02-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.87,False,Warning threshold updated for pilot predictive-maintenance model.
-12774,2024-02-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.31,False,Edge collector replayed buffered events after network recovery.
-12775,2024-02-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.821,False,Dust extraction fan offline for 18 minutes on line finishing.
-12776,2024-02-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.019,False,Maintenance note logged for coupling imbalance inspection.
-12777,2024-02-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.612,False,Thermal overshoot event coincided with recipe change on furnace.
-12778,2024-02-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.285,False,Reliability engineer tagged sample window for model retraining.
-12779,2024-02-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.268,False,Reliability engineer tagged sample window for model retraining.
-12780,2024-02-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.725,False,Calibration check overdue by 11 days for press-line transducer.
-12781,2024-02-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.41,False,Humidity baseline improved after seal replacement.
-12782,2024-02-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.97,False,Machine idle period extended during planned sanitation window.
-12783,2024-02-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.039,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12784,2024-02-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.552,False,Temporary gateway failover completed without data loss.
-12785,2024-02-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.729,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12786,2024-02-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.686,False,SCADA backfill inserted two delayed telemetry points.
-12787,2024-02-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.578,False,Operator reported intermittent chatter on machine CNC-04.
-12788,2024-02-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.923,False,Vibration baseline recovered after tool holder replacement.
-12789,2024-02-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.968,False,Night shift startup produced higher than normal vibration floor.
-12790,2024-02-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.206,False,Condensation warning cleared after dehumidifier ramp-up.
-12791,2024-02-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.1,False,Supervisory alert generated after three consecutive threshold breaches.
-12792,2024-02-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.512,False,Dust extraction fan offline for 18 minutes on line finishing.
-12793,2024-02-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.586,False,Temperature variance narrowed after coolant nozzle cleaning.
-12794,2024-02-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.456,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12795,2024-02-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.053,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12796,2024-02-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.368,False,Pressure line purge completed before restart authorization.
-12797,2024-02-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.245,False,Dust extraction fan offline for 18 minutes on line finishing.
-12798,2024-02-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.13,False,Vibration burst exceeds envelope during tool change cycle.
-12799,2024-02-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.311,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12800,2024-02-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.655,False,Telemetry quality flag downgraded during sensor self-test window.
-12801,2024-02-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.487,False,Sensor signal clipping observed during startup surge.
-12802,2024-02-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.277,False,Machine idle period extended during planned sanitation window.
-12803,2024-02-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.406,False,Humidity excursion near finishing booth during coating run.
-12804,2024-02-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.109,False,Sensor battery health remains nominal after firmware update.
-12805,2024-02-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.216,False,Temperature remained elevated during unscheduled overtime run.
-12806,2024-02-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.512,False,Anomaly review flagged possible bearing wear progression.
-12807,2024-02-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.699,False,Dust extraction fan offline for 18 minutes on line finishing.
-12808,2024-02-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,51.551,False,Transient outlier matched forklift impact near cabinet wall.
-12809,2024-02-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.933,False,Maintenance scheduler deferred calibration due to spare shortage.
-12810,2024-02-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.748,False,Temporary gateway failover completed without data loss.
-12811,2024-02-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.581,False,Humidity climbed during dock-door open period in afternoon shift.
-12812,2024-02-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.805,False,Sensor enclosure opened for manual calibration verification.
-12813,2024-02-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.919,False,Warning threshold updated for pilot predictive-maintenance model.
-12814,2024-02-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.509,False,Hydraulic line pressure oscillation detected under load.
-12815,2024-02-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Temporary gateway failover completed without data loss.
-12816,2024-02-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.989,False,Pressure peak corresponds to oversized billet batch processing.
-12817,2024-02-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.622,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12818,2024-02-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.364,False,Night shift startup produced higher than normal vibration floor.
-12819,2024-02-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.335,False,Warning threshold updated for pilot predictive-maintenance model.
-12820,2024-02-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.017,False,Temporary gateway failover completed without data loss.
-12821,2024-02-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.053,False,Vibration burst exceeds envelope during tool change cycle.
-12822,2024-02-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.683,False,Anomaly review flagged possible bearing wear progression.
-12823,2024-02-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Vibration burst exceeds envelope during tool change cycle.
-12824,2024-02-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.731,False,Sensor enclosure opened for manual calibration verification.
-12825,2024-02-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Temporary gateway failover completed without data loss.
-12826,2024-02-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.344,False,Humidity climbed during dock-door open period in afternoon shift.
-12827,2024-02-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.291,False,Sensor heartbeat delayed by one interval after gateway retry.
-12828,2024-02-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.997,False,Shift handoff note referenced unusual noise near press enclosure.
-12829,2024-02-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.28,False,Sensor battery health remains nominal after firmware update.
-12830,2024-02-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.614,False,Operator reported intermittent chatter on machine CNC-04.
-12831,2024-02-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.659,False,Dust extraction fan offline for 18 minutes on line finishing.
-12832,2024-02-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,58.097,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12833,2024-02-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Humidity baseline improved after seal replacement.
-12834,2024-02-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.249,False,Press cycle dwell time lengthened during high-volume batch.
-12835,2024-02-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.043,False,Press cycle dwell time lengthened during high-volume batch.
-12836,2024-02-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.891,False,Vibration baseline recovered after tool holder replacement.
-12837,2024-02-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.005,False,Pressure peak corresponds to oversized billet batch processing.
-12838,2024-02-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.005,False,Machine idle period extended during planned sanitation window.
-12839,2024-02-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12840,2024-02-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.678,False,Condensation warning cleared after dehumidifier ramp-up.
-12841,2024-02-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.017,False,SCADA backfill inserted two delayed telemetry points.
-12842,2024-02-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.027,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12843,2024-02-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.674,False,Edge collector replayed buffered events after network recovery.
-12844,2024-02-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.564,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12845,2024-02-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.575,False,Vibration harmonics broadened during extended production run.
-12846,2024-02-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.519,False,Operator reported intermittent chatter on machine CNC-04.
-12847,2024-02-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Humidity climbed during dock-door open period in afternoon shift.
-12848,2024-02-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.979,False,Quality team requested trace review for lot 24-118B.
-12849,2024-02-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.546,False,Packaging line stop reduced adjacent vibration background.
-12850,2024-02-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.961,False,Maintenance scheduler deferred calibration due to spare shortage.
-12851,2024-02-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.525,False,Temporary gateway failover completed without data loss.
-12852,2024-02-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.183,False,Maintenance scheduler deferred calibration due to spare shortage.
-12853,2024-02-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.703,False,Sensor battery health remains nominal after firmware update.
-12854,2024-02-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.093,False,Edge collector replayed buffered events after network recovery.
-12855,2024-02-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.806,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12856,2024-02-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.795,False,Vibration baseline recovered after tool holder replacement.
-12857,2024-02-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.215,False,Short-lived packet loss observed at edge gateway gw-02.
-12858,2024-02-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.168,False,Hydraulic line pressure oscillation detected under load.
-12859,2024-02-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.995,False,Machine idle period extended during planned sanitation window.
-12860,2024-02-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.491,False,Compressed air fluctuation introduced pressure noise for two cycles.
-12861,2024-02-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.149,False,Maintenance crew confirmed lubrication interval was missed.
-12862,2024-02-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.781,False,Temperature remained elevated during unscheduled overtime run.
-12863,2024-02-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.717,False,Quality hold reduced finishing booth activity for one shift.
-12864,2024-02-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.53,False,Telemetry quality flag downgraded during sensor self-test window.
-12865,2024-02-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.151,False,Dust extraction fan offline for 18 minutes on line finishing.
-12866,2024-02-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.245,False,Vibration baseline recovered after tool holder replacement.
-12867,2024-02-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.43,False,Maintenance scheduler deferred calibration due to spare shortage.
-12868,2024-02-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.314,False,Thermal overshoot event coincided with recipe change on furnace.
-12869,2024-02-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.636,False,Supervisory alert generated after three consecutive threshold breaches.
-12870,2024-02-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.624,False,Telemetry quality flag downgraded during sensor self-test window.
-12871,2024-02-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.488,False,Warning threshold updated for pilot predictive-maintenance model.
-12872,2024-02-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.129,False,Pressure line purge completed before restart authorization.
-12873,2024-02-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.072,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12874,2024-02-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.055,False,Maintenance scheduler deferred calibration due to spare shortage.
-12875,2024-02-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.088,False,Reliability engineer tagged sample window for model retraining.
-12876,2024-02-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.8,False,Temperature variance narrowed after coolant nozzle cleaning.
-12877,2024-02-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.921,False,Short-lived packet loss observed at edge gateway gw-02.
-12878,2024-02-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.832,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12879,2024-02-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.429,False,Air handler maintenance reduced humidity variance on finishing line.
-12880,2024-02-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.138,False,Thermal overshoot event coincided with recipe change on furnace.
-12881,2024-02-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Calibration check overdue by 11 days for press-line transducer.
-12882,2024-02-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.849,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12883,2024-02-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.162,False,Sensor battery health remains nominal after firmware update.
-12884,2024-02-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.08,False,Sensor battery health remains nominal after firmware update.
-12885,2024-02-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.537,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-12886,2024-02-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.608,False,Telemetry quality flag downgraded during sensor self-test window.
-12887,2024-02-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.832,False,Bearing temperature rising faster than baseline on spindle cell.
-12888,2024-02-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.332,False,Coolant loop adjustment reduced chamber temperature spread.
-12889,2024-02-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.33,False,Humidity baseline improved after seal replacement.
-12890,2024-02-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.501,False,Maintenance note logged for coupling imbalance inspection.
-12891,2024-02-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.446,False,Pressure settled back to nominal after valve reseat.
-12892,2024-02-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.24,False,Machine throughput increase drove sustained pressure uplift.
-12893,2024-02-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.916,False,Temperature variance narrowed after coolant nozzle cleaning.
-12894,2024-02-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.218,False,Vibration burst exceeds envelope during tool change cycle.
-12895,2024-02-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.193,False,Vibration burst exceeds envelope during tool change cycle.
-12896,2024-02-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.853,False,Humidity readings track seasonal rise across late spring.
-12897,2024-02-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.053,False,Sensor battery health remains nominal after firmware update.
-12898,2024-02-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.758,False,Transient outlier matched forklift impact near cabinet wall.
-12899,2024-02-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.179,False,Temperature variance narrowed after coolant nozzle cleaning.
-12900,2024-02-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.393,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12901,2024-02-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.231,False,Vibration burst exceeds envelope during tool change cycle.
-12902,2024-02-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.988,False,Air handler maintenance reduced humidity variance on finishing line.
-12903,2024-02-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.122,False,Vibration baseline recovered after tool holder replacement.
-12904,2024-02-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.111,False,Hydraulic line pressure oscillation detected under load.
-12905,2024-02-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.377,False,Machine throughput increase drove sustained pressure uplift.
-12906,2024-02-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.811,False,Transient outlier matched forklift impact near cabinet wall.
-12907,2024-02-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.359,False,Humidity readings track seasonal rise across late spring.
-12908,2024-02-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.147,False,Press cycle dwell time lengthened during high-volume batch.
-12909,2024-02-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.593,False,Quality team requested trace review for lot 24-118B.
-12910,2024-02-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.556,False,Quality team requested trace review for lot 24-118B.
-12911,2024-02-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.334,False,Press cycle dwell time lengthened during high-volume batch.
-12912,2024-02-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.697,False,Sensor battery health remains nominal after firmware update.
-12913,2024-02-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.989,False,Temperature remained elevated during unscheduled overtime run.
-12914,2024-02-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.761,False,Short-lived packet loss observed at edge gateway gw-02.
-12915,2024-02-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.963,False,Edge collector replayed buffered events after network recovery.
-12916,2024-02-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.022,False,Operator reported intermittent chatter on machine CNC-04.
-12917,2024-02-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Condensation warning cleared after dehumidifier ramp-up.
-12918,2024-02-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.533,False,Press cycle dwell time lengthened during high-volume batch.
-12919,2024-02-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.146,False,Machine idle period extended during planned sanitation window.
-12920,2024-02-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.026,False,SCADA backfill inserted two delayed telemetry points.
-12921,2024-02-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.449,False,Humidity excursion near finishing booth during coating run.
-12922,2024-02-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.767,False,Thermal overshoot event coincided with recipe change on furnace.
-12923,2024-02-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.158,False,Anomaly review flagged possible bearing wear progression.
-12924,2024-02-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.841,False,Vibration burst exceeds envelope during tool change cycle.
-12925,2024-02-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.619,False,Heat-treat furnace door cycling increased localized temperature spikes.
-12926,2024-02-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.678,False,Press cycle dwell time lengthened during high-volume batch.
-12927,2024-02-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.406,False,Sensor battery health remains nominal after firmware update.
-12928,2024-02-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.395,False,Unbalanced load introduced cyclical pressure ripple.
-12929,2024-02-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.38,False,Sensor battery health remains nominal after firmware update.
-12930,2024-02-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.701,False,Dust extraction fan offline for 18 minutes on line finishing.
-12931,2024-02-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Vibration baseline recovered after tool holder replacement.
-12932,2024-02-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.28,False,Edge collector replayed buffered events after network recovery.
-12933,2024-02-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.301,False,Humidity climbed during dock-door open period in afternoon shift.
-12934,2024-02-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.613,False,Bearing temperature rising faster than baseline on spindle cell.
-12935,2024-02-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.99,False,Maintenance scheduler deferred calibration due to spare shortage.
-12936,2024-02-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.259,False,Sensor signal clipping observed during startup surge.
-12937,2024-02-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.67,False,Air handler maintenance reduced humidity variance on finishing line.
-12938,2024-02-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.787,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12939,2024-02-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.273,False,Sensor enclosure opened for manual calibration verification.
-12940,2024-02-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.999,False,Unbalanced load introduced cyclical pressure ripple.
-12941,2024-02-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Transient outlier matched forklift impact near cabinet wall.
-12942,2024-02-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.425,False,Supervisory alert generated after three consecutive threshold breaches.
-12943,2024-02-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.057,False,Dust extraction fan offline for 18 minutes on line finishing.
-12944,2024-02-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.776,False,Temperature variance narrowed after coolant nozzle cleaning.
-12945,2024-02-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.864,False,Unbalanced load introduced cyclical pressure ripple.
-12946,2024-02-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.68,False,Temperature variance narrowed after coolant nozzle cleaning.
-12947,2024-02-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.13,False,Condensation warning cleared after dehumidifier ramp-up.
-12948,2024-02-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.753,False,Maintenance note logged for coupling imbalance inspection.
-12949,2024-02-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.929,False,Maintenance scheduler deferred calibration due to spare shortage.
-12950,2024-02-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.816,False,Hydraulic line pressure oscillation detected under load.
-12951,2024-02-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.074,False,Operator reported intermittent chatter on machine CNC-04.
-12952,2024-02-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.934,False,Humidity readings track seasonal rise across late spring.
-12953,2024-02-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Vibration harmonics broadened during extended production run.
-12954,2024-02-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.325,False,Temporary gateway failover completed without data loss.
-12955,2024-02-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.645,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12956,2024-02-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.473,False,Anomaly review flagged possible bearing wear progression.
-12957,2024-02-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.068,False,Condensation warning cleared after dehumidifier ramp-up.
-12958,2024-02-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.523,False,Humidity excursion near finishing booth during coating run.
-12959,2024-02-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.358,False,Sensor enclosure opened for manual calibration verification.
-12960,2024-02-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.875,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12961,2024-02-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.473,False,Temperature variance narrowed after coolant nozzle cleaning.
-12962,2024-02-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.964,False,Maintenance crew confirmed lubrication interval was missed.
-12963,2024-02-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Humidity baseline improved after seal replacement.
-12964,2024-02-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.774,False,Press cycle dwell time lengthened during high-volume batch.
-12965,2024-02-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.735,False,Temperature variance narrowed after coolant nozzle cleaning.
-12966,2024-02-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.831,False,Temporary gateway failover completed without data loss.
-12967,2024-02-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.834,False,Thermal overshoot event coincided with recipe change on furnace.
-12968,2024-02-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.606,False,Temperature remained elevated during unscheduled overtime run.
-12969,2024-02-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.64,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12970,2024-02-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.66,False,SCADA backfill inserted two delayed telemetry points.
-12971,2024-02-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.542,False,Quality team requested trace review for lot 24-118B.
-12972,2024-02-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.483,False,Quality team requested trace review for lot 24-118B.
-12973,2024-02-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.185,False,Operator reset acknowledged after red-tag inspection.
-12974,2024-02-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.529,False,Quality hold reduced finishing booth activity for one shift.
-12975,2024-02-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.229,False,Thermal ramp exceeded expected warmup curve before shift start.
-12976,2024-02-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.505,False,Sensor heartbeat delayed by one interval after gateway retry.
-12977,2024-02-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.725,False,Pressure settled back to nominal after valve reseat.
-12978,2024-02-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.046,False,Calibration check overdue by 11 days for press-line transducer.
-12979,2024-02-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.188,False,Temperature variance narrowed after coolant nozzle cleaning.
-12980,2024-02-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.905,False,Sensor signal clipping observed during startup surge.
-12981,2024-02-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.344,False,Humidity excursion near finishing booth during coating run.
-12982,2024-02-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.526,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-12983,2024-02-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.009,False,Dust extraction fan offline for 18 minutes on line finishing.
-12984,2024-02-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.698,False,Sensor 3 drift suspected after cross-check with manual gauge.
-12985,2024-02-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.498,False,Ambient temperature stabilized after HVAC stage-two engagement.
-12986,2024-02-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.141,False,Thermal ramp exceeded expected warmup curve before shift start.
-12987,2024-02-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.2,False,Unbalanced load introduced cyclical pressure ripple.
-12988,2024-02-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.499,False,Operator reset acknowledged after red-tag inspection.
-12989,2024-02-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.82,False,SCADA backfill inserted two delayed telemetry points.
-12990,2024-02-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.549,False,Sensor enclosure opened for manual calibration verification.
-12991,2024-02-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.529,False,Sensor enclosure opened for manual calibration verification.
-12992,2024-02-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.373,False,Maintenance crew confirmed lubrication interval was missed.
-12993,2024-02-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.425,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-12994,2024-02-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.631,False,Sensor heartbeat delayed by one interval after gateway retry.
-12995,2024-02-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.805,False,Transient outlier matched forklift impact near cabinet wall.
-12996,2024-02-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.656,False,Sensor enclosure opened for manual calibration verification.
-12997,2024-02-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Night shift startup produced higher than normal vibration floor.
-12998,2024-02-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.931,False,Warning threshold updated for pilot predictive-maintenance model.
-12999,2024-02-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.306,False,Sensor signal clipping observed during startup surge.
-13000,2024-02-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.357,False,SCADA backfill inserted two delayed telemetry points.
-13001,2024-02-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.711,False,Quality hold reduced finishing booth activity for one shift.
-13002,2024-02-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.405,False,Coolant loop adjustment reduced chamber temperature spread.
-13003,2024-02-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.265,False,Calibration check overdue by 11 days for press-line transducer.
-13004,2024-02-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.263,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13005,2024-02-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.512,False,Telemetry quality flag downgraded during sensor self-test window.
-13006,2024-02-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.311,False,Hydraulic line pressure oscillation detected under load.
-13007,2024-02-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.889,False,Sensor heartbeat delayed by one interval after gateway retry.
-13008,2024-02-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.53,False,Maintenance note logged for coupling imbalance inspection.
-13009,2024-02-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.558,False,Operator reported intermittent chatter on machine CNC-04.
-13010,2024-02-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.007,False,Anomaly review flagged possible bearing wear progression.
-13011,2024-02-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.561,False,Humidity baseline improved after seal replacement.
-13012,2024-02-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.163,False,Pressure settled back to nominal after valve reseat.
-13013,2024-02-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.798,False,Temporary gateway failover completed without data loss.
-13014,2024-02-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.487,False,Calibration check overdue by 11 days for press-line transducer.
-13015,2024-02-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.211,False,Humidity excursion near finishing booth during coating run.
-13016,2024-02-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.542,False,Maintenance crew confirmed lubrication interval was missed.
-13017,2024-02-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.274,False,Calibration check overdue by 11 days for press-line transducer.
-13018,2024-02-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.953,False,Quality team requested trace review for lot 24-118B.
-13019,2024-02-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.955,False,Anomaly review flagged possible bearing wear progression.
-13020,2024-02-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.993,False,Hydraulic line pressure oscillation detected under load.
-13021,2024-02-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.644,False,Vibration baseline recovered after tool holder replacement.
-13022,2024-02-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.92,False,Shift handoff note referenced unusual noise near press enclosure.
-13023,2024-02-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.677,False,Machine throughput increase drove sustained pressure uplift.
-13024,2024-02-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.729,False,Operator reset acknowledged after red-tag inspection.
-13025,2024-02-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.439,False,Sensor heartbeat delayed by one interval after gateway retry.
-13026,2024-02-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.421,False,Sensor battery health remains nominal after firmware update.
-13027,2024-02-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.47,False,Edge collector replayed buffered events after network recovery.
-13028,2024-02-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.775,False,Quality team requested trace review for lot 24-118B.
-13029,2024-02-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.167,False,Sensor battery health remains nominal after firmware update.
-13030,2024-02-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.998,False,SCADA backfill inserted two delayed telemetry points.
-13031,2024-02-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.709,False,Vibration harmonics broadened during extended production run.
-13032,2024-02-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.755,False,Supervisory alert generated after three consecutive threshold breaches.
-13033,2024-02-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Unbalanced load introduced cyclical pressure ripple.
-13034,2024-02-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.945,False,Maintenance note logged for coupling imbalance inspection.
-13035,2024-02-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.605,False,Temporary gateway failover completed without data loss.
-13036,2024-02-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.485,False,Humidity readings track seasonal rise across late spring.
-13037,2024-02-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.042,False,Maintenance scheduler deferred calibration due to spare shortage.
-13038,2024-02-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.538,False,Temperature variance narrowed after coolant nozzle cleaning.
-13039,2024-02-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13040,2024-02-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,37.595,False,Vibration baseline recovered after tool holder replacement.
-13041,2024-02-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.519,False,Reliability engineer tagged sample window for model retraining.
-13042,2024-02-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.164,False,Shift handoff note referenced unusual noise near press enclosure.
-13043,2024-02-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.777,False,Maintenance crew confirmed lubrication interval was missed.
-13044,2024-02-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.403,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13045,2024-02-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.127,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13046,2024-02-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.734,False,Press cycle dwell time lengthened during high-volume batch.
-13047,2024-02-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.23,False,Machine throughput increase drove sustained pressure uplift.
-13048,2024-02-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.0,False,Warning threshold updated for pilot predictive-maintenance model.
-13049,2024-02-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.148,False,Telemetry quality flag downgraded during sensor self-test window.
-13050,2024-02-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.506,False,SCADA backfill inserted two delayed telemetry points.
-13051,2024-02-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.327,False,Humidity climbed during dock-door open period in afternoon shift.
-13052,2024-02-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.407,False,Temperature remained elevated during unscheduled overtime run.
-13053,2024-02-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.114,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13054,2024-02-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.295,False,Hydraulic line pressure oscillation detected under load.
-13055,2024-02-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.737,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13056,2024-02-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.537,False,Sensor signal clipping observed during startup surge.
-13057,2024-02-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.071,False,Hydraulic line pressure oscillation detected under load.
-13058,2024-02-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.946,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13059,2024-02-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.502,False,Operator reported intermittent chatter on machine CNC-04.
-13060,2024-02-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.362,False,Quality hold reduced finishing booth activity for one shift.
-13061,2024-02-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.221,False,Humidity excursion near finishing booth during coating run.
-13062,2024-02-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.566,False,Sensor enclosure opened for manual calibration verification.
-13063,2024-02-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.649,False,Machine idle period extended during planned sanitation window.
-13064,2024-02-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.211,False,Unbalanced load introduced cyclical pressure ripple.
-13065,2024-02-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.047,False,Maintenance scheduler deferred calibration due to spare shortage.
-13066,2024-02-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.876,False,Humidity baseline improved after seal replacement.
-13067,2024-02-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.677,False,Operator reset acknowledged after red-tag inspection.
-13068,2024-02-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.909,False,Pressure line purge completed before restart authorization.
-13069,2024-02-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.948,False,Bearing temperature rising faster than baseline on spindle cell.
-13070,2024-02-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.925,False,Sensor signal clipping observed during startup surge.
-13071,2024-02-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.8,False,Thermal overshoot event coincided with recipe change on furnace.
-13072,2024-02-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.756,False,Sensor battery health remains nominal after firmware update.
-13073,2024-02-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.567,False,Hydraulic line pressure oscillation detected under load.
-13074,2024-02-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.654,False,SCADA backfill inserted two delayed telemetry points.
-13075,2024-02-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.223,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13076,2024-02-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.836,False,Edge collector replayed buffered events after network recovery.
-13077,2024-02-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.616,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13078,2024-02-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.202,False,Maintenance note logged for coupling imbalance inspection.
-13079,2024-02-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.881,False,Maintenance note logged for coupling imbalance inspection.
-13080,2024-02-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.006,False,Condensation warning cleared after dehumidifier ramp-up.
-13081,2024-02-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.717,False,Sensor signal clipping observed during startup surge.
-13082,2024-02-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.909,False,Anomaly review flagged possible bearing wear progression.
-13083,2024-02-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.895,False,Reliability engineer tagged sample window for model retraining.
-13084,2024-02-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.385,False,Telemetry quality flag downgraded during sensor self-test window.
-13085,2024-02-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.623,False,Bearing temperature rising faster than baseline on spindle cell.
-13086,2024-02-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.467,False,Pressure settled back to nominal after valve reseat.
-13087,2024-02-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.976,False,Humidity climbed during dock-door open period in afternoon shift.
-13088,2024-02-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.073,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13089,2024-02-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.885,False,Temporary gateway failover completed without data loss.
-13090,2024-02-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.225,False,Edge collector replayed buffered events after network recovery.
-13091,2024-02-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.759,False,Maintenance scheduler deferred calibration due to spare shortage.
-13092,2024-02-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.653,False,SCADA backfill inserted two delayed telemetry points.
-13093,2024-02-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Transient outlier matched forklift impact near cabinet wall.
-13094,2024-02-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.647,False,Sensor battery health remains nominal after firmware update.
-13095,2024-02-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.839,False,Transient outlier matched forklift impact near cabinet wall.
-13096,2024-02-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.525,False,Humidity readings track seasonal rise across late spring.
-13097,2024-02-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Short-lived packet loss observed at edge gateway gw-02.
-13098,2024-02-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.237,False,Humidity readings track seasonal rise across late spring.
-13099,2024-02-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.23,False,Calibration check overdue by 11 days for press-line transducer.
-13100,2024-02-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.374,False,Vibration burst exceeds envelope during tool change cycle.
-13101,2024-02-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Bearing temperature rising faster than baseline on spindle cell.
-13102,2024-02-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.017,False,Shift handoff note referenced unusual noise near press enclosure.
-13103,2024-02-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.377,False,Transient outlier matched forklift impact near cabinet wall.
-13104,2024-02-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.205,False,Sensor signal clipping observed during startup surge.
-13105,2024-02-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.444,False,Reliability engineer tagged sample window for model retraining.
-13106,2024-02-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.371,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13107,2024-02-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.313,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13108,2024-02-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.219,False,Supervisory alert generated after three consecutive threshold breaches.
-13109,2024-02-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.363,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13110,2024-02-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.755,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13111,2024-02-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.363,False,Telemetry quality flag downgraded during sensor self-test window.
-13112,2024-02-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.197,False,Temporary gateway failover completed without data loss.
-13113,2024-02-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.635,False,Operator reported intermittent chatter on machine CNC-04.
-13114,2024-02-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.192,False,Reliability engineer tagged sample window for model retraining.
-13115,2024-02-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.971,False,Unbalanced load introduced cyclical pressure ripple.
-13116,2024-02-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.641,False,Humidity climbed during dock-door open period in afternoon shift.
-13117,2024-02-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.416,False,Sensor enclosure opened for manual calibration verification.
-13118,2024-02-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.895,False,Operator reported intermittent chatter on machine CNC-04.
-13119,2024-02-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.037,False,Humidity climbed during dock-door open period in afternoon shift.
-13120,2024-02-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.396,False,Temperature remained elevated during unscheduled overtime run.
-13121,2024-02-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.289,False,Sensor signal clipping observed during startup surge.
-13122,2024-02-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.242,False,Dust extraction fan offline for 18 minutes on line finishing.
-13123,2024-02-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.16,False,Warning threshold updated for pilot predictive-maintenance model.
-13124,2024-02-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.474,False,Hydraulic line pressure oscillation detected under load.
-13125,2024-02-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.848,False,Temperature remained elevated during unscheduled overtime run.
-13126,2024-02-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.716,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13127,2024-02-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.948,False,Maintenance crew confirmed lubrication interval was missed.
-13128,2024-02-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.19,False,Shift handoff note referenced unusual noise near press enclosure.
-13129,2024-02-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.795,False,Humidity baseline improved after seal replacement.
-13130,2024-02-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.542,False,Condensation warning cleared after dehumidifier ramp-up.
-13131,2024-02-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.578,False,Coolant loop adjustment reduced chamber temperature spread.
-13132,2024-02-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.164,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13133,2024-02-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.95,False,SCADA backfill inserted two delayed telemetry points.
-13134,2024-02-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.102,False,Condensation warning cleared after dehumidifier ramp-up.
-13135,2024-02-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.534,False,SCADA backfill inserted two delayed telemetry points.
-13136,2024-02-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.91,False,Condensation warning cleared after dehumidifier ramp-up.
-13137,2024-02-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.291,False,Machine throughput increase drove sustained pressure uplift.
-13138,2024-02-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.481,False,Pressure settled back to nominal after valve reseat.
-13139,2024-02-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.163,False,Temporary gateway failover completed without data loss.
-13140,2024-02-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.846,False,Reliability engineer tagged sample window for model retraining.
-13141,2024-02-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Pressure settled back to nominal after valve reseat.
-13142,2024-02-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.681,False,Sensor battery health remains nominal after firmware update.
-13143,2024-02-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.219,False,Temporary gateway failover completed without data loss.
-13144,2024-02-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.105,False,Pressure peak corresponds to oversized billet batch processing.
-13145,2024-02-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Humidity baseline improved after seal replacement.
-13146,2024-02-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.149,False,Humidity excursion near finishing booth during coating run.
-13147,2024-02-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.492,False,Dust extraction fan offline for 18 minutes on line finishing.
-13148,2024-02-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.357,False,Machine idle period extended during planned sanitation window.
-13149,2024-02-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.842,False,Reliability engineer tagged sample window for model retraining.
-13150,2024-02-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.487,False,Dust extraction fan offline for 18 minutes on line finishing.
-13151,2024-02-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13152,2024-02-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.586,False,Telemetry quality flag downgraded during sensor self-test window.
-13153,2024-02-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.287,False,Maintenance scheduler deferred calibration due to spare shortage.
-13154,2024-02-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.9,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13155,2024-02-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.556,False,Humidity excursion near finishing booth during coating run.
-13156,2024-02-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.868,False,Humidity excursion near finishing booth during coating run.
-13157,2024-02-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Packaging line stop reduced adjacent vibration background.
-13158,2024-02-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.786,False,Humidity baseline improved after seal replacement.
-13159,2024-02-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.714,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13160,2024-02-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.365,False,SCADA backfill inserted two delayed telemetry points.
-13161,2024-02-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Bearing temperature rising faster than baseline on spindle cell.
-13162,2024-02-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.166,False,Edge collector replayed buffered events after network recovery.
-13163,2024-02-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.015,False,Temperature remained elevated during unscheduled overtime run.
-13164,2024-02-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.364,False,Operator reported intermittent chatter on machine CNC-04.
-13165,2024-02-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.417,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13166,2024-02-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.901,False,Maintenance note logged for coupling imbalance inspection.
-13167,2024-02-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.378,False,Humidity excursion near finishing booth during coating run.
-13168,2024-02-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.987,False,Edge collector replayed buffered events after network recovery.
-13169,2024-02-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Hydraulic line pressure oscillation detected under load.
-13170,2024-02-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.393,False,Temporary gateway failover completed without data loss.
-13171,2024-02-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.031,False,Press cycle dwell time lengthened during high-volume batch.
-13172,2024-02-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.133,False,Transient outlier matched forklift impact near cabinet wall.
-13173,2024-02-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Shift handoff note referenced unusual noise near press enclosure.
-13174,2024-02-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.311,False,Sensor heartbeat delayed by one interval after gateway retry.
-13175,2024-02-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.259,False,Humidity readings track seasonal rise across late spring.
-13176,2024-02-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.633,False,Shift handoff note referenced unusual noise near press enclosure.
-13177,2024-02-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Operator reported intermittent chatter on machine CNC-04.
-13178,2024-02-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.876,False,Edge collector replayed buffered events after network recovery.
-13179,2024-02-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.794,False,Thermal overshoot event coincided with recipe change on furnace.
-13180,2024-02-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.994,False,Transient outlier matched forklift impact near cabinet wall.
-13181,2024-02-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.965,False,SCADA backfill inserted two delayed telemetry points.
-13182,2024-02-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.482,False,SCADA backfill inserted two delayed telemetry points.
-13183,2024-02-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.409,False,Temporary gateway failover completed without data loss.
-13184,2024-02-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.989,False,Temperature remained elevated during unscheduled overtime run.
-13185,2024-02-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.799,False,SCADA backfill inserted two delayed telemetry points.
-13186,2024-02-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.813,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13187,2024-02-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.003,False,Vibration harmonics broadened during extended production run.
-13188,2024-02-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.934,False,Night shift startup produced higher than normal vibration floor.
-13189,2024-02-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.211,False,Reliability engineer tagged sample window for model retraining.
-13190,2024-02-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.286,False,Maintenance note logged for coupling imbalance inspection.
-13191,2024-02-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.97,False,Vibration harmonics broadened during extended production run.
-13192,2024-02-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.974,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13193,2024-02-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.244,False,Maintenance crew confirmed lubrication interval was missed.
-13194,2024-02-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.142,False,Temporary gateway failover completed without data loss.
-13195,2024-02-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.818,False,SCADA backfill inserted two delayed telemetry points.
-13196,2024-02-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.215,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13197,2024-02-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.315,False,SCADA backfill inserted two delayed telemetry points.
-13198,2024-02-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.544,False,Hydraulic line pressure oscillation detected under load.
-13199,2024-02-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.058,False,Packaging line stop reduced adjacent vibration background.
-13200,2024-02-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.726,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13201,2024-02-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.341,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13202,2024-02-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.582,False,Thermal ramp exceeded expected warmup curve before shift start.
-13203,2024-02-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.912,False,Machine idle period extended during planned sanitation window.
-13204,2024-02-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.899,False,Maintenance crew confirmed lubrication interval was missed.
-13205,2024-02-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.016,False,Vibration baseline recovered after tool holder replacement.
-13206,2024-02-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.419,False,Transient outlier matched forklift impact near cabinet wall.
-13207,2024-02-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.835,False,Supervisory alert generated after three consecutive threshold breaches.
-13208,2024-02-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.19,False,Vibration baseline recovered after tool holder replacement.
-13209,2024-02-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.777,False,Sensor signal clipping observed during startup surge.
-13210,2024-02-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.17,False,Operator reported intermittent chatter on machine CNC-04.
-13211,2024-02-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.863,False,Temperature remained elevated during unscheduled overtime run.
-13212,2024-02-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.599,False,Pressure peak corresponds to oversized billet batch processing.
-13213,2024-02-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.892,False,Vibration burst exceeds envelope during tool change cycle.
-13214,2024-02-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.052,False,Pressure settled back to nominal after valve reseat.
-13215,2024-02-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.563,False,Quality hold reduced finishing booth activity for one shift.
-13216,2024-02-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.895,False,Operator reset acknowledged after red-tag inspection.
-13217,2024-02-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.743,False,Pressure peak corresponds to oversized billet batch processing.
-13218,2024-02-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.655,False,Pressure line purge completed before restart authorization.
-13219,2024-02-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.106,False,Reliability engineer tagged sample window for model retraining.
-13220,2024-02-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.831,False,Vibration harmonics broadened during extended production run.
-13221,2024-02-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.54,False,Maintenance crew confirmed lubrication interval was missed.
-13222,2024-02-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.655,False,Thermal ramp exceeded expected warmup curve before shift start.
-13223,2024-02-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.403,False,Humidity climbed during dock-door open period in afternoon shift.
-13224,2024-02-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.454,False,Reliability engineer tagged sample window for model retraining.
-13225,2024-02-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.178,False,Reliability engineer tagged sample window for model retraining.
-13226,2024-02-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.411,False,Maintenance note logged for coupling imbalance inspection.
-13227,2024-02-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.407,False,Humidity baseline improved after seal replacement.
-13228,2024-02-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.277,False,Reliability engineer tagged sample window for model retraining.
-13229,2024-02-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Maintenance note logged for coupling imbalance inspection.
-13230,2024-02-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.521,False,Short-lived packet loss observed at edge gateway gw-02.
-13231,2024-02-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Reliability engineer tagged sample window for model retraining.
-13232,2024-02-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.595,False,Thermal ramp exceeded expected warmup curve before shift start.
-13233,2024-02-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.92,False,Unbalanced load introduced cyclical pressure ripple.
-13234,2024-02-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.635,False,Maintenance crew confirmed lubrication interval was missed.
-13235,2024-02-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.642,False,Humidity readings track seasonal rise across late spring.
-13236,2024-02-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.011,False,Air handler maintenance reduced humidity variance on finishing line.
-13237,2024-02-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.967,False,Sensor signal clipping observed during startup surge.
-13238,2024-02-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.424,False,Quality hold reduced finishing booth activity for one shift.
-13239,2024-02-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.872,False,Night shift startup produced higher than normal vibration floor.
-13240,2024-02-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.04,False,Coolant loop adjustment reduced chamber temperature spread.
-13241,2024-02-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Humidity climbed during dock-door open period in afternoon shift.
-13242,2024-02-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.111,False,Reliability engineer tagged sample window for model retraining.
-13243,2024-02-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.057,False,Maintenance scheduler deferred calibration due to spare shortage.
-13244,2024-02-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,61.03,False,Edge collector replayed buffered events after network recovery.
-13245,2024-02-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.571,False,Thermal ramp exceeded expected warmup curve before shift start.
-13246,2024-02-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13247,2024-02-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.692,False,Maintenance scheduler deferred calibration due to spare shortage.
-13248,2024-02-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.543,False,Maintenance crew confirmed lubrication interval was missed.
-13249,2024-02-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Quality team requested trace review for lot 24-118B.
-13250,2024-02-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.692,False,Reliability engineer tagged sample window for model retraining.
-13251,2024-02-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.955,False,Machine throughput increase drove sustained pressure uplift.
-13252,2024-02-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.074,False,Packaging line stop reduced adjacent vibration background.
-13253,2024-02-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.533,False,Unbalanced load introduced cyclical pressure ripple.
-13254,2024-02-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.398,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13255,2024-02-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13256,2024-02-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.311,False,SCADA backfill inserted two delayed telemetry points.
-13257,2024-02-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.83,False,Thermal ramp exceeded expected warmup curve before shift start.
-13258,2024-02-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.058,False,Maintenance note logged for coupling imbalance inspection.
-13259,2024-02-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.343,False,Vibration harmonics broadened during extended production run.
-13260,2024-02-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.852,False,Operator reported intermittent chatter on machine CNC-04.
-13261,2024-02-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.932,False,Bearing temperature rising faster than baseline on spindle cell.
-13262,2024-02-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.726,False,Machine idle period extended during planned sanitation window.
-13263,2024-02-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.481,False,Maintenance note logged for coupling imbalance inspection.
-13264,2024-02-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.977,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13265,2024-02-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.726,False,Bearing temperature rising faster than baseline on spindle cell.
-13266,2024-02-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.444,False,Short-lived packet loss observed at edge gateway gw-02.
-13267,2024-02-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.75,False,Hydraulic line pressure oscillation detected under load.
-13268,2024-02-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.804,False,Telemetry quality flag downgraded during sensor self-test window.
-13269,2024-02-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.546,False,Humidity readings track seasonal rise across late spring.
-13270,2024-02-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.179,False,Dust extraction fan offline for 18 minutes on line finishing.
-13271,2024-02-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.055,False,Humidity excursion near finishing booth during coating run.
-13272,2024-02-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.482,False,Quality hold reduced finishing booth activity for one shift.
-13273,2024-02-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.052,False,Sensor signal clipping observed during startup surge.
-13274,2024-02-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.017,False,Thermal overshoot event coincided with recipe change on furnace.
-13275,2024-02-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.53,False,Warning threshold updated for pilot predictive-maintenance model.
-13276,2024-02-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.842,False,Shift handoff note referenced unusual noise near press enclosure.
-13277,2024-02-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Supervisory alert generated after three consecutive threshold breaches.
-13278,2024-02-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.754,False,Thermal ramp exceeded expected warmup curve before shift start.
-13279,2024-02-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.924,False,Humidity climbed during dock-door open period in afternoon shift.
-13280,2024-02-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.81,False,Reliability engineer tagged sample window for model retraining.
-13281,2024-02-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Operator reset acknowledged after red-tag inspection.
-13282,2024-02-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.341,False,Humidity climbed during dock-door open period in afternoon shift.
-13283,2024-02-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.014,False,Sensor enclosure opened for manual calibration verification.
-13284,2024-02-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.281,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13285,2024-02-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.659,False,Calibration check overdue by 11 days for press-line transducer.
-13286,2024-02-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.536,False,Humidity climbed during dock-door open period in afternoon shift.
-13287,2024-02-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.301,False,Quality hold reduced finishing booth activity for one shift.
-13288,2024-02-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,29.978,False,Maintenance crew confirmed lubrication interval was missed.
-13289,2024-02-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.693,False,Pressure peak corresponds to oversized billet batch processing.
-13290,2024-02-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.872,False,Operator reported intermittent chatter on machine CNC-04.
-13291,2024-02-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.768,False,Night shift startup produced higher than normal vibration floor.
-13292,2024-02-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.647,False,Pressure line purge completed before restart authorization.
-13293,2024-02-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.991,False,Press cycle dwell time lengthened during high-volume batch.
-13294,2024-02-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.746,False,Machine idle period extended during planned sanitation window.
-13295,2024-02-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.428,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13296,2024-02-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.552,False,Quality team requested trace review for lot 24-118B.
-13297,2024-02-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.827,False,Air handler maintenance reduced humidity variance on finishing line.
-13298,2024-02-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.65,False,Sensor signal clipping observed during startup surge.
-13299,2024-02-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.467,False,Sensor signal clipping observed during startup surge.
-13300,2024-02-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.724,False,Vibration burst exceeds envelope during tool change cycle.
-13301,2024-02-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.33,False,Thermal overshoot event coincided with recipe change on furnace.
-13302,2024-02-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.65,False,Air handler maintenance reduced humidity variance on finishing line.
-13303,2024-02-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.514,False,Dust extraction fan offline for 18 minutes on line finishing.
-13304,2024-02-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.046,False,SCADA backfill inserted two delayed telemetry points.
-13305,2024-02-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.146,False,Edge collector replayed buffered events after network recovery.
-13306,2024-02-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.596,False,Calibration check overdue by 11 days for press-line transducer.
-13307,2024-02-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,9.081,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13308,2024-02-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.646,False,Pressure settled back to nominal after valve reseat.
-13309,2024-02-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.272,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13310,2024-02-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.299,False,Shift handoff note referenced unusual noise near press enclosure.
-13311,2024-02-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.509,False,Calibration check overdue by 11 days for press-line transducer.
-13312,2024-02-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.965,False,Transient outlier matched forklift impact near cabinet wall.
-13313,2024-02-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.922,False,Press cycle dwell time lengthened during high-volume batch.
-13314,2024-02-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.894,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13315,2024-02-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.953,False,Thermal overshoot event coincided with recipe change on furnace.
-13316,2024-02-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.168,False,Temperature remained elevated during unscheduled overtime run.
-13317,2024-02-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.463,False,Telemetry quality flag downgraded during sensor self-test window.
-13318,2024-02-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.821,False,Operator reported intermittent chatter on machine CNC-04.
-13319,2024-02-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.074,False,Dust extraction fan offline for 18 minutes on line finishing.
-13320,2024-02-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.347,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13321,2024-02-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Pressure peak corresponds to oversized billet batch processing.
-13322,2024-02-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.105,False,Sensor heartbeat delayed by one interval after gateway retry.
-13323,2024-02-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.679,False,Pressure peak corresponds to oversized billet batch processing.
-13324,2024-02-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,52.036,False,Operator reported intermittent chatter on machine CNC-04.
-13325,2024-02-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.155,False,Edge collector replayed buffered events after network recovery.
-13326,2024-02-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.478,False,Night shift startup produced higher than normal vibration floor.
-13327,2024-02-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.961,False,Anomaly review flagged possible bearing wear progression.
-13328,2024-02-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.052,False,Maintenance crew confirmed lubrication interval was missed.
-13329,2024-02-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.911,False,Packaging line stop reduced adjacent vibration background.
-13330,2024-02-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.158,False,Humidity excursion near finishing booth during coating run.
-13331,2024-02-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Shift handoff note referenced unusual noise near press enclosure.
-13332,2024-02-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.231,False,Air handler maintenance reduced humidity variance on finishing line.
-13333,2024-02-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.336,False,Pressure settled back to nominal after valve reseat.
-13334,2024-02-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.267,False,Packaging line stop reduced adjacent vibration background.
-13335,2024-02-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.843,False,Sensor signal clipping observed during startup surge.
-13336,2024-02-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.276,False,Quality team requested trace review for lot 24-118B.
-13337,2024-02-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.712,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13338,2024-02-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.986,False,Sensor signal clipping observed during startup surge.
-13339,2024-02-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.841,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13340,2024-02-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.523,False,Unbalanced load introduced cyclical pressure ripple.
-13341,2024-02-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13342,2024-02-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.006,False,Telemetry quality flag downgraded during sensor self-test window.
-13343,2024-02-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.922,False,Sensor signal clipping observed during startup surge.
-13344,2024-02-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.567,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13345,2024-02-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.357,False,Humidity readings track seasonal rise across late spring.
-13346,2024-02-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.245,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13347,2024-02-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.057,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13348,2024-02-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.768,False,Coolant loop adjustment reduced chamber temperature spread.
-13349,2024-02-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.225,False,Operator reported intermittent chatter on machine CNC-04.
-13350,2024-02-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.187,False,Packaging line stop reduced adjacent vibration background.
-13351,2024-02-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.228,False,Maintenance note logged for coupling imbalance inspection.
-13352,2024-02-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.308,False,Thermal overshoot event coincided with recipe change on furnace.
-13353,2024-02-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.55,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13354,2024-02-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.476,False,Pressure peak corresponds to oversized billet batch processing.
-13355,2024-02-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.739,False,Sensor signal clipping observed during startup surge.
-13356,2024-02-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.108,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13357,2024-02-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Thermal overshoot event coincided with recipe change on furnace.
-13358,2024-02-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.122,False,Quality team requested trace review for lot 24-118B.
-13359,2024-02-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.534,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13360,2024-02-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.464,False,Machine throughput increase drove sustained pressure uplift.
-13361,2024-02-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.526,False,Operator reported intermittent chatter on machine CNC-04.
-13362,2024-02-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.117,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13363,2024-02-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.604,False,Transient outlier matched forklift impact near cabinet wall.
-13364,2024-02-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.433,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13365,2024-02-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.353,False,Night shift startup produced higher than normal vibration floor.
-13366,2024-02-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.424,False,Pressure peak corresponds to oversized billet batch processing.
-13367,2024-02-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.575,False,Short-lived packet loss observed at edge gateway gw-02.
-13368,2024-02-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.269,False,Packaging line stop reduced adjacent vibration background.
-13369,2024-02-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.139,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13370,2024-02-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.03,False,Humidity excursion near finishing booth during coating run.
-13371,2024-02-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.787,False,Temporary gateway failover completed without data loss.
-13372,2024-02-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.069,False,Supervisory alert generated after three consecutive threshold breaches.
-13373,2024-02-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.688,False,Anomaly review flagged possible bearing wear progression.
-13374,2024-02-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.196,False,Sensor signal clipping observed during startup surge.
-13375,2024-02-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.018,False,Humidity climbed during dock-door open period in afternoon shift.
-13376,2024-02-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.235,False,Thermal overshoot event coincided with recipe change on furnace.
-13377,2024-02-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.924,False,Coolant loop adjustment reduced chamber temperature spread.
-13378,2024-02-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.203,False,Vibration baseline recovered after tool holder replacement.
-13379,2024-02-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.391,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13380,2024-02-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.369,False,Maintenance crew confirmed lubrication interval was missed.
-13381,2024-02-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.221,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13382,2024-02-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.181,False,Anomaly review flagged possible bearing wear progression.
-13383,2024-02-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.652,False,Machine throughput increase drove sustained pressure uplift.
-13384,2024-02-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.229,False,Packaging line stop reduced adjacent vibration background.
-13385,2024-02-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.182,False,Temporary gateway failover completed without data loss.
-13386,2024-02-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.77,False,Operator reset acknowledged after red-tag inspection.
-13387,2024-02-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.471,False,Pressure line purge completed before restart authorization.
-13388,2024-02-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.862,False,Machine throughput increase drove sustained pressure uplift.
-13389,2024-02-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.817,False,Packaging line stop reduced adjacent vibration background.
-13390,2024-02-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.978,False,Vibration baseline recovered after tool holder replacement.
-13391,2024-02-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.894,False,Vibration harmonics broadened during extended production run.
-13392,2024-02-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.823,False,Machine throughput increase drove sustained pressure uplift.
-13393,2024-02-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.978,False,Telemetry quality flag downgraded during sensor self-test window.
-13394,2024-02-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.234,False,Air handler maintenance reduced humidity variance on finishing line.
-13395,2024-02-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.687,False,Press cycle dwell time lengthened during high-volume batch.
-13396,2024-02-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.294,False,Edge collector replayed buffered events after network recovery.
-13397,2024-02-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.435,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13398,2024-02-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.224,False,Press cycle dwell time lengthened during high-volume batch.
-13399,2024-02-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.515,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13400,2024-02-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.08,False,Dust extraction fan offline for 18 minutes on line finishing.
-13401,2024-02-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.698,False,Hydraulic line pressure oscillation detected under load.
-13402,2024-02-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.558,False,Supervisory alert generated after three consecutive threshold breaches.
-13403,2024-02-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.579,False,Packaging line stop reduced adjacent vibration background.
-13404,2024-02-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.878,False,Sensor heartbeat delayed by one interval after gateway retry.
-13405,2024-02-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.965,False,Sensor heartbeat delayed by one interval after gateway retry.
-13406,2024-02-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.86,False,Quality hold reduced finishing booth activity for one shift.
-13407,2024-02-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.663,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13408,2024-02-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.21,False,Anomaly review flagged possible bearing wear progression.
-13409,2024-02-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.235,False,Thermal ramp exceeded expected warmup curve before shift start.
-13410,2024-02-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.788,False,Shift handoff note referenced unusual noise near press enclosure.
-13411,2024-02-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.681,False,Reliability engineer tagged sample window for model retraining.
-13412,2024-02-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.393,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13413,2024-02-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.455,False,Temporary gateway failover completed without data loss.
-13414,2024-02-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.538,False,Thermal ramp exceeded expected warmup curve before shift start.
-13415,2024-02-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.845,False,Sensor signal clipping observed during startup surge.
-13416,2024-02-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.648,False,Pressure settled back to nominal after valve reseat.
-13417,2024-02-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.132,False,Thermal overshoot event coincided with recipe change on furnace.
-13418,2024-02-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.789,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13419,2024-02-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.568,False,Unbalanced load introduced cyclical pressure ripple.
-13420,2024-02-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.82,False,Humidity excursion near finishing booth during coating run.
-13421,2024-02-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.735,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13422,2024-02-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.178,False,Shift handoff note referenced unusual noise near press enclosure.
-13423,2024-02-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.72,False,Humidity baseline improved after seal replacement.
-13424,2024-02-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.574,False,Sensor signal clipping observed during startup surge.
-13425,2024-02-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.318,False,Vibration harmonics broadened during extended production run.
-13426,2024-02-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.815,False,Night shift startup produced higher than normal vibration floor.
-13427,2024-02-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.371,False,Maintenance crew confirmed lubrication interval was missed.
-13428,2024-02-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.338,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13429,2024-02-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.145,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13430,2024-02-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.63,False,Sensor battery health remains nominal after firmware update.
-13431,2024-02-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.758,False,Machine throughput increase drove sustained pressure uplift.
-13432,2024-02-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.946,False,Vibration harmonics broadened during extended production run.
-13433,2024-02-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.934,False,Short-lived packet loss observed at edge gateway gw-02.
-13434,2024-02-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.718,False,Sensor enclosure opened for manual calibration verification.
-13435,2024-02-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.427,False,Supervisory alert generated after three consecutive threshold breaches.
-13436,2024-02-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.122,False,Machine throughput increase drove sustained pressure uplift.
-13437,2024-02-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.248,False,Humidity climbed during dock-door open period in afternoon shift.
-13438,2024-02-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.693,False,Unbalanced load introduced cyclical pressure ripple.
-13439,2024-02-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.153,False,Telemetry quality flag downgraded during sensor self-test window.
-13440,2024-02-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.731,False,Telemetry quality flag downgraded during sensor self-test window.
-13441,2024-02-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Supervisory alert generated after three consecutive threshold breaches.
-13442,2024-02-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.656,False,Anomaly review flagged possible bearing wear progression.
-13443,2024-02-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.054,False,Anomaly review flagged possible bearing wear progression.
-13444,2024-02-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.18,False,Machine idle period extended during planned sanitation window.
-13445,2024-02-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.653,False,Unbalanced load introduced cyclical pressure ripple.
-13446,2024-02-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.409,False,Night shift startup produced higher than normal vibration floor.
-13447,2024-02-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.393,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13448,2024-02-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.96,False,Vibration harmonics broadened during extended production run.
-13449,2024-02-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.664,False,Calibration check overdue by 11 days for press-line transducer.
-13450,2024-02-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.469,False,Sensor heartbeat delayed by one interval after gateway retry.
-13451,2024-02-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.468,False,Vibration burst exceeds envelope during tool change cycle.
-13452,2024-02-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.624,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13453,2024-02-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.158,False,Quality team requested trace review for lot 24-118B.
-13454,2024-02-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.579,False,Packaging line stop reduced adjacent vibration background.
-13455,2024-02-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.18,False,Temperature variance narrowed after coolant nozzle cleaning.
-13456,2024-02-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.873,False,Quality hold reduced finishing booth activity for one shift.
-13457,2024-02-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.022,False,Hydraulic line pressure oscillation detected under load.
-13458,2024-02-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.344,False,Sensor battery health remains nominal after firmware update.
-13459,2024-02-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.424,False,Reliability engineer tagged sample window for model retraining.
-13460,2024-02-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.12,False,Bearing temperature rising faster than baseline on spindle cell.
-13461,2024-02-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.64,False,Thermal overshoot event coincided with recipe change on furnace.
-13462,2024-02-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.719,False,Humidity climbed during dock-door open period in afternoon shift.
-13463,2024-02-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.053,False,Maintenance note logged for coupling imbalance inspection.
-13464,2024-02-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.3,False,Condensation warning cleared after dehumidifier ramp-up.
-13465,2024-02-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.523,False,Pressure settled back to nominal after valve reseat.
-13466,2024-02-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.871,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13467,2024-02-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.985,False,Night shift startup produced higher than normal vibration floor.
-13468,2024-02-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.687,False,Maintenance crew confirmed lubrication interval was missed.
-13469,2024-02-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.101,False,Sensor enclosure opened for manual calibration verification.
-13470,2024-02-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.109,False,Maintenance crew confirmed lubrication interval was missed.
-13471,2024-02-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.421,False,Sensor battery health remains nominal after firmware update.
-13472,2024-02-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.748,False,Coolant loop adjustment reduced chamber temperature spread.
-13473,2024-02-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.381,False,Vibration baseline recovered after tool holder replacement.
-13474,2024-02-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.712,False,Coolant loop adjustment reduced chamber temperature spread.
-13475,2024-02-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.837,False,Operator reported intermittent chatter on machine CNC-04.
-13476,2024-02-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,58.007,False,Calibration check overdue by 11 days for press-line transducer.
-13477,2024-02-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.122,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13478,2024-02-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.567,False,Shift handoff note referenced unusual noise near press enclosure.
-13479,2024-02-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.986,False,Pressure settled back to nominal after valve reseat.
-13480,2024-02-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.759,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13481,2024-02-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.577,False,Temperature remained elevated during unscheduled overtime run.
-13482,2024-02-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.717,False,Night shift startup produced higher than normal vibration floor.
-13483,2024-02-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.788,False,Machine idle period extended during planned sanitation window.
-13484,2024-02-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.779,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13485,2024-02-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.235,False,Dust extraction fan offline for 18 minutes on line finishing.
-13486,2024-02-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.927,False,Pressure line purge completed before restart authorization.
-13487,2024-02-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.54,False,Reliability engineer tagged sample window for model retraining.
-13488,2024-02-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.751,False,Pressure settled back to nominal after valve reseat.
-13489,2024-02-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.921,False,Maintenance crew confirmed lubrication interval was missed.
-13490,2024-02-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.997,False,Short-lived packet loss observed at edge gateway gw-02.
-13491,2024-02-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.998,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13492,2024-02-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.606,False,Air handler maintenance reduced humidity variance on finishing line.
-13493,2024-02-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.527,False,Anomaly review flagged possible bearing wear progression.
-13494,2024-02-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.863,False,Sensor battery health remains nominal after firmware update.
-13495,2024-02-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.447,False,Night shift startup produced higher than normal vibration floor.
-13496,2024-02-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.897,False,Humidity climbed during dock-door open period in afternoon shift.
-13497,2024-02-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.049,False,Thermal overshoot event coincided with recipe change on furnace.
-13498,2024-02-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.875,False,Quality hold reduced finishing booth activity for one shift.
-13499,2024-02-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.481,False,Air handler maintenance reduced humidity variance on finishing line.
-13500,2024-02-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.865,False,Hydraulic line pressure oscillation detected under load.
-13501,2024-02-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.083,False,Humidity readings track seasonal rise across late spring.
-13502,2024-02-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.942,False,Operator reported intermittent chatter on machine CNC-04.
-13503,2024-02-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.202,False,Quality hold reduced finishing booth activity for one shift.
-13504,2024-02-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.213,False,Sensor battery health remains nominal after firmware update.
-13505,2024-02-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.449,False,Reliability engineer tagged sample window for model retraining.
-13506,2024-02-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.439,False,Humidity readings track seasonal rise across late spring.
-13507,2024-02-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.857,False,Maintenance crew confirmed lubrication interval was missed.
-13508,2024-02-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.025,False,Condensation warning cleared after dehumidifier ramp-up.
-13509,2024-02-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.173,False,Temperature variance narrowed after coolant nozzle cleaning.
-13510,2024-02-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.175,False,Humidity baseline improved after seal replacement.
-13511,2024-02-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.885,False,Press cycle dwell time lengthened during high-volume batch.
-13512,2024-02-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.22,False,Humidity readings track seasonal rise across late spring.
-13513,2024-02-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.398,False,Quality team requested trace review for lot 24-118B.
-13514,2024-02-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.39,False,Pressure settled back to nominal after valve reseat.
-13515,2024-02-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.171,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13516,2024-02-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.318,False,Humidity readings track seasonal rise across late spring.
-13517,2024-02-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.248,False,Warning threshold updated for pilot predictive-maintenance model.
-13518,2024-02-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.891,False,Short-lived packet loss observed at edge gateway gw-02.
-13519,2024-02-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.94,False,Humidity readings track seasonal rise across late spring.
-13520,2024-02-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.211,False,Pressure settled back to nominal after valve reseat.
-13521,2024-02-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.213,False,Pressure settled back to nominal after valve reseat.
-13522,2024-02-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.115,False,Unbalanced load introduced cyclical pressure ripple.
-13523,2024-02-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.874,False,Unbalanced load introduced cyclical pressure ripple.
-13524,2024-02-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.388,False,Sensor heartbeat delayed by one interval after gateway retry.
-13525,2024-02-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.657,False,Sensor signal clipping observed during startup surge.
-13526,2024-02-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.298,False,Press cycle dwell time lengthened during high-volume batch.
-13527,2024-02-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.581,False,Pressure peak corresponds to oversized billet batch processing.
-13528,2024-02-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.033,False,Sensor enclosure opened for manual calibration verification.
-13529,2024-02-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.636,False,Pressure line purge completed before restart authorization.
-13530,2024-02-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.567,False,SCADA backfill inserted two delayed telemetry points.
-13531,2024-02-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.477,False,Dust extraction fan offline for 18 minutes on line finishing.
-13532,2024-02-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.009,False,Warning threshold updated for pilot predictive-maintenance model.
-13533,2024-02-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.308,False,Operator reset acknowledged after red-tag inspection.
-13534,2024-02-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.235,False,Pressure peak corresponds to oversized billet batch processing.
-13535,2024-02-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.226,False,Air handler maintenance reduced humidity variance on finishing line.
-13536,2024-02-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.497,False,Pressure line purge completed before restart authorization.
-13537,2024-02-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.164,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13538,2024-02-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.72,False,Air handler maintenance reduced humidity variance on finishing line.
-13539,2024-02-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.843,False,Thermal overshoot event coincided with recipe change on furnace.
-13540,2024-02-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.978,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13541,2024-02-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.988,False,Pressure settled back to nominal after valve reseat.
-13542,2024-02-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.007,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13543,2024-02-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.452,False,Maintenance scheduler deferred calibration due to spare shortage.
-13544,2024-02-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.866,False,Pressure line purge completed before restart authorization.
-13545,2024-02-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.703,False,Humidity baseline improved after seal replacement.
-13546,2024-02-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.252,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13547,2024-02-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.277,False,Quality hold reduced finishing booth activity for one shift.
-13548,2024-02-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.501,False,Dust extraction fan offline for 18 minutes on line finishing.
-13549,2024-02-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.656,False,Unbalanced load introduced cyclical pressure ripple.
-13550,2024-02-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.991,False,Air handler maintenance reduced humidity variance on finishing line.
-13551,2024-02-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.258,False,Sensor enclosure opened for manual calibration verification.
-13552,2024-02-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.556,False,Humidity climbed during dock-door open period in afternoon shift.
-13553,2024-02-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.125,False,Air handler maintenance reduced humidity variance on finishing line.
-13554,2024-02-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.295,False,Sensor enclosure opened for manual calibration verification.
-13555,2024-02-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.43,False,Humidity excursion near finishing booth during coating run.
-13556,2024-02-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.334,False,Press cycle dwell time lengthened during high-volume batch.
-13557,2024-02-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.095,False,Telemetry quality flag downgraded during sensor self-test window.
-13558,2024-02-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.798,False,Thermal ramp exceeded expected warmup curve before shift start.
-13559,2024-02-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.684,False,Maintenance scheduler deferred calibration due to spare shortage.
-13560,2024-02-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.023,False,Anomaly review flagged possible bearing wear progression.
-13561,2024-02-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13562,2024-02-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.326,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13563,2024-02-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.801,False,Unbalanced load introduced cyclical pressure ripple.
-13564,2024-02-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.309,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13565,2024-02-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.627,False,Maintenance scheduler deferred calibration due to spare shortage.
-13566,2024-02-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.533,False,Thermal overshoot event coincided with recipe change on furnace.
-13567,2024-02-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.047,False,Maintenance note logged for coupling imbalance inspection.
-13568,2024-02-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.289,False,Condensation warning cleared after dehumidifier ramp-up.
-13569,2024-02-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.96,False,Condensation warning cleared after dehumidifier ramp-up.
-13570,2024-02-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.792,False,Calibration check overdue by 11 days for press-line transducer.
-13571,2024-02-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.055,False,Calibration check overdue by 11 days for press-line transducer.
-13572,2024-02-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.119,False,Night shift startup produced higher than normal vibration floor.
-13573,2024-02-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.161,False,Warning threshold updated for pilot predictive-maintenance model.
-13574,2024-02-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.906,False,Dust extraction fan offline for 18 minutes on line finishing.
-13575,2024-02-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.527,False,Sensor battery health remains nominal after firmware update.
-13576,2024-02-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.424,False,Calibration check overdue by 11 days for press-line transducer.
-13577,2024-02-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,SCADA backfill inserted two delayed telemetry points.
-13578,2024-02-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.673,False,Packaging line stop reduced adjacent vibration background.
-13579,2024-02-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.086,False,Sensor signal clipping observed during startup surge.
-13580,2024-02-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.146,False,Machine idle period extended during planned sanitation window.
-13581,2024-02-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.324,False,Hydraulic line pressure oscillation detected under load.
-13582,2024-02-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.377,False,Transient outlier matched forklift impact near cabinet wall.
-13583,2024-02-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.982,False,Calibration check overdue by 11 days for press-line transducer.
-13584,2024-02-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.906,False,Transient outlier matched forklift impact near cabinet wall.
-13585,2024-02-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.629,False,Shift handoff note referenced unusual noise near press enclosure.
-13586,2024-02-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.486,False,Bearing temperature rising faster than baseline on spindle cell.
-13587,2024-02-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.933,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13588,2024-02-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.681,False,Edge collector replayed buffered events after network recovery.
-13589,2024-02-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.715,False,Maintenance crew confirmed lubrication interval was missed.
-13590,2024-02-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.215,False,Calibration check overdue by 11 days for press-line transducer.
-13591,2024-02-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.929,False,Maintenance crew confirmed lubrication interval was missed.
-13592,2024-02-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.0,False,Hydraulic line pressure oscillation detected under load.
-13593,2024-02-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Sensor signal clipping observed during startup surge.
-13594,2024-02-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.466,False,Humidity baseline improved after seal replacement.
-13595,2024-02-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.218,False,Sensor enclosure opened for manual calibration verification.
-13596,2024-02-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.082,False,Short-lived packet loss observed at edge gateway gw-02.
-13597,2024-02-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.669,False,Pressure line purge completed before restart authorization.
-13598,2024-02-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.497,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13599,2024-02-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.301,False,Press cycle dwell time lengthened during high-volume batch.
-13600,2024-02-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.126,False,Maintenance crew confirmed lubrication interval was missed.
-13601,2024-02-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.267,False,Thermal ramp exceeded expected warmup curve before shift start.
-13602,2024-02-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.953,False,Sensor heartbeat delayed by one interval after gateway retry.
-13603,2024-02-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.406,False,Hydraulic line pressure oscillation detected under load.
-13604,2024-02-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.682,False,Dust extraction fan offline for 18 minutes on line finishing.
-13605,2024-02-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Telemetry quality flag downgraded during sensor self-test window.
-13606,2024-02-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.679,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13607,2024-02-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.011,False,Press cycle dwell time lengthened during high-volume batch.
-13608,2024-02-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,58.484,False,Temperature remained elevated during unscheduled overtime run.
-13609,2024-02-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.15,False,Packaging line stop reduced adjacent vibration background.
-13610,2024-02-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.398,False,SCADA backfill inserted two delayed telemetry points.
-13611,2024-02-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.606,False,Vibration baseline recovered after tool holder replacement.
-13612,2024-02-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.124,False,Quality hold reduced finishing booth activity for one shift.
-13613,2024-02-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.819,False,Reliability engineer tagged sample window for model retraining.
-13614,2024-02-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.569,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13615,2024-02-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.226,False,Reliability engineer tagged sample window for model retraining.
-13616,2024-02-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.299,False,Pressure settled back to nominal after valve reseat.
-13617,2024-02-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.252,False,Humidity baseline improved after seal replacement.
-13618,2024-02-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.323,False,Sensor battery health remains nominal after firmware update.
-13619,2024-02-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.642,False,Humidity baseline improved after seal replacement.
-13620,2024-02-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.555,False,Humidity climbed during dock-door open period in afternoon shift.
-13621,2024-02-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.458,False,Short-lived packet loss observed at edge gateway gw-02.
-13622,2024-02-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.826,False,Sensor signal clipping observed during startup surge.
-13623,2024-02-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.87,False,Sensor battery health remains nominal after firmware update.
-13624,2024-02-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,45.189,False,Operator reset acknowledged after red-tag inspection.
-13625,2024-02-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.963,False,Coolant loop adjustment reduced chamber temperature spread.
-13626,2024-02-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.644,False,Edge collector replayed buffered events after network recovery.
-13627,2024-02-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.538,False,Pressure line purge completed before restart authorization.
-13628,2024-02-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.512,False,Sensor enclosure opened for manual calibration verification.
-13629,2024-02-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.162,False,Quality team requested trace review for lot 24-118B.
-13630,2024-02-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.744,False,Anomaly review flagged possible bearing wear progression.
-13631,2024-02-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.266,False,Short-lived packet loss observed at edge gateway gw-02.
-13632,2024-02-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.867,False,Machine throughput increase drove sustained pressure uplift.
-13633,2024-02-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.409,False,Humidity excursion near finishing booth during coating run.
-13634,2024-02-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.868,False,Maintenance note logged for coupling imbalance inspection.
-13635,2024-02-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Warning threshold updated for pilot predictive-maintenance model.
-13636,2024-02-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.927,False,Packaging line stop reduced adjacent vibration background.
-13637,2024-02-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.157,False,Night shift startup produced higher than normal vibration floor.
-13638,2024-02-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.538,False,Unbalanced load introduced cyclical pressure ripple.
-13639,2024-02-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.492,False,Thermal ramp exceeded expected warmup curve before shift start.
-13640,2024-02-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.563,False,Operator reset acknowledged after red-tag inspection.
-13641,2024-02-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.755,False,Anomaly review flagged possible bearing wear progression.
-13642,2024-02-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.608,False,Humidity excursion near finishing booth during coating run.
-13643,2024-02-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.107,False,Maintenance crew confirmed lubrication interval was missed.
-13644,2024-02-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.972,False,Temporary gateway failover completed without data loss.
-13645,2024-02-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.789,False,Sensor signal clipping observed during startup surge.
-13646,2024-02-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.062,False,Sensor enclosure opened for manual calibration verification.
-13647,2024-02-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.869,False,Reliability engineer tagged sample window for model retraining.
-13648,2024-02-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.406,False,Humidity baseline improved after seal replacement.
-13649,2024-02-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.839,False,Supervisory alert generated after three consecutive threshold breaches.
-13650,2024-02-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.937,False,Supervisory alert generated after three consecutive threshold breaches.
-13651,2024-02-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.336,False,Sensor enclosure opened for manual calibration verification.
-13652,2024-02-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.446,False,Calibration check overdue by 11 days for press-line transducer.
-13653,2024-02-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.838,False,Pressure line purge completed before restart authorization.
-13654,2024-02-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.073,False,Anomaly review flagged possible bearing wear progression.
-13655,2024-02-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.031,False,Operator reset acknowledged after red-tag inspection.
-13656,2024-02-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.794,False,Shift handoff note referenced unusual noise near press enclosure.
-13657,2024-02-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.357,False,Short-lived packet loss observed at edge gateway gw-02.
-13658,2024-02-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.427,False,Packaging line stop reduced adjacent vibration background.
-13659,2024-02-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Air handler maintenance reduced humidity variance on finishing line.
-13660,2024-02-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.015,False,Operator reported intermittent chatter on machine CNC-04.
-13661,2024-02-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.772,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13662,2024-02-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.376,False,Maintenance scheduler deferred calibration due to spare shortage.
-13663,2024-02-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.028,False,Machine idle period extended during planned sanitation window.
-13664,2024-02-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.947,False,Press cycle dwell time lengthened during high-volume batch.
-13665,2024-02-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.437,False,Packaging line stop reduced adjacent vibration background.
-13666,2024-02-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.95,False,Condensation warning cleared after dehumidifier ramp-up.
-13667,2024-02-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.929,False,Pressure peak corresponds to oversized billet batch processing.
-13668,2024-02-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.225,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13669,2024-02-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.743,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13670,2024-02-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.253,False,Vibration harmonics broadened during extended production run.
-13671,2024-02-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.519,False,SCADA backfill inserted two delayed telemetry points.
-13672,2024-02-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.7,False,Maintenance scheduler deferred calibration due to spare shortage.
-13673,2024-02-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.952,False,Quality hold reduced finishing booth activity for one shift.
-13674,2024-02-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.078,False,Anomaly review flagged possible bearing wear progression.
-13675,2024-02-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.419,False,Vibration burst exceeds envelope during tool change cycle.
-13676,2024-02-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,35.563,False,Humidity readings track seasonal rise across late spring.
-13677,2024-02-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Pressure line purge completed before restart authorization.
-13678,2024-02-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.76,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13679,2024-02-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.836,False,Maintenance scheduler deferred calibration due to spare shortage.
-13680,2024-02-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.555,False,Dust extraction fan offline for 18 minutes on line finishing.
-13681,2024-02-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.687,False,Reliability engineer tagged sample window for model retraining.
-13682,2024-02-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.128,False,Calibration check overdue by 11 days for press-line transducer.
-13683,2024-02-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.054,False,Bearing temperature rising faster than baseline on spindle cell.
-13684,2024-02-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.102,False,Short-lived packet loss observed at edge gateway gw-02.
-13685,2024-02-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.017,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13686,2024-02-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.212,False,Calibration check overdue by 11 days for press-line transducer.
-13687,2024-02-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.43,False,Vibration harmonics broadened during extended production run.
-13688,2024-02-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.33,False,Reliability engineer tagged sample window for model retraining.
-13689,2024-02-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.194,False,Transient outlier matched forklift impact near cabinet wall.
-13690,2024-02-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.571,False,Sensor signal clipping observed during startup surge.
-13691,2024-02-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.761,False,Quality hold reduced finishing booth activity for one shift.
-13692,2024-02-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.551,False,Vibration baseline recovered after tool holder replacement.
-13693,2024-02-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.833,False,Temperature variance narrowed after coolant nozzle cleaning.
-13694,2024-02-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.024,False,Air handler maintenance reduced humidity variance on finishing line.
-13695,2024-02-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.199,False,Machine idle period extended during planned sanitation window.
-13696,2024-02-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.213,False,Vibration harmonics broadened during extended production run.
-13697,2024-02-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.632,False,Air handler maintenance reduced humidity variance on finishing line.
-13698,2024-02-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.134,False,Vibration burst exceeds envelope during tool change cycle.
-13699,2024-02-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.438,False,Machine throughput increase drove sustained pressure uplift.
-13700,2024-02-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.245,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13701,2024-02-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Temporary gateway failover completed without data loss.
-13702,2024-02-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.2,False,Unbalanced load introduced cyclical pressure ripple.
-13703,2024-02-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.182,False,Sensor battery health remains nominal after firmware update.
-13704,2024-02-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.065,False,Operator reported intermittent chatter on machine CNC-04.
-13705,2024-02-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.739,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13706,2024-02-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.307,False,Condensation warning cleared after dehumidifier ramp-up.
-13707,2024-02-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.085,False,Air handler maintenance reduced humidity variance on finishing line.
-13708,2024-02-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.139,False,Operator reported intermittent chatter on machine CNC-04.
-13709,2024-02-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.272,False,Supervisory alert generated after three consecutive threshold breaches.
-13710,2024-02-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.784,False,Operator reported intermittent chatter on machine CNC-04.
-13711,2024-02-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.794,False,Transient outlier matched forklift impact near cabinet wall.
-13712,2024-02-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.309,False,Thermal overshoot event coincided with recipe change on furnace.
-13713,2024-02-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.292,False,Warning threshold updated for pilot predictive-maintenance model.
-13714,2024-02-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.285,False,Quality hold reduced finishing booth activity for one shift.
-13715,2024-02-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.975,False,Sensor battery health remains nominal after firmware update.
-13716,2024-02-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.001,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13717,2024-02-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.581,False,Bearing temperature rising faster than baseline on spindle cell.
-13718,2024-02-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.796,False,Pressure peak corresponds to oversized billet batch processing.
-13719,2024-02-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.712,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13720,2024-02-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.17,False,Maintenance note logged for coupling imbalance inspection.
-13721,2024-02-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.232,False,Humidity baseline improved after seal replacement.
-13722,2024-02-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.999,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13723,2024-02-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.189,False,Sensor enclosure opened for manual calibration verification.
-13724,2024-02-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.363,False,SCADA backfill inserted two delayed telemetry points.
-13725,2024-02-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.722,False,Telemetry quality flag downgraded during sensor self-test window.
-13726,2024-02-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.163,False,Humidity readings track seasonal rise across late spring.
-13727,2024-02-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,Temperature remained elevated during unscheduled overtime run.
-13728,2024-02-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.535,False,Edge collector replayed buffered events after network recovery.
-13729,2024-02-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Warning threshold updated for pilot predictive-maintenance model.
-13730,2024-02-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.035,False,Sensor signal clipping observed during startup surge.
-13731,2024-02-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Bearing temperature rising faster than baseline on spindle cell.
-13732,2024-02-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.249,False,Night shift startup produced higher than normal vibration floor.
-13733,2024-02-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13734,2024-02-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.504,False,Maintenance note logged for coupling imbalance inspection.
-13735,2024-02-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.353,False,Pressure settled back to nominal after valve reseat.
-13736,2024-02-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.125,False,Sensor battery health remains nominal after firmware update.
-13737,2024-02-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Machine idle period extended during planned sanitation window.
-13738,2024-02-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,53.781,False,Bearing temperature rising faster than baseline on spindle cell.
-13739,2024-02-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.575,False,Pressure peak corresponds to oversized billet batch processing.
-13740,2024-02-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.29,False,Sensor battery health remains nominal after firmware update.
-13741,2024-02-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.117,False,Vibration baseline recovered after tool holder replacement.
-13742,2024-02-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.022,False,Shift handoff note referenced unusual noise near press enclosure.
-13743,2024-02-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.094,False,Maintenance scheduler deferred calibration due to spare shortage.
-13744,2024-02-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.377,False,Unbalanced load introduced cyclical pressure ripple.
-13745,2024-02-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.434,False,Unbalanced load introduced cyclical pressure ripple.
-13746,2024-02-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.166,False,Maintenance crew confirmed lubrication interval was missed.
-13747,2024-02-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.232,False,Maintenance scheduler deferred calibration due to spare shortage.
-13748,2024-02-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.749,False,Vibration baseline recovered after tool holder replacement.
-13749,2024-02-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.834,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13750,2024-02-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.344,False,Thermal ramp exceeded expected warmup curve before shift start.
-13751,2024-02-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Quality team requested trace review for lot 24-118B.
-13752,2024-02-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.184,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13753,2024-02-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.725,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13754,2024-02-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.392,False,Coolant loop adjustment reduced chamber temperature spread.
-13755,2024-02-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.014,False,Operator reported intermittent chatter on machine CNC-04.
-13756,2024-02-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.201,False,SCADA backfill inserted two delayed telemetry points.
-13757,2024-02-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.923,False,Vibration harmonics broadened during extended production run.
-13758,2024-02-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.164,False,Dust extraction fan offline for 18 minutes on line finishing.
-13759,2024-02-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.742,False,Short-lived packet loss observed at edge gateway gw-02.
-13760,2024-02-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.389,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13761,2024-02-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.9,False,Humidity excursion near finishing booth during coating run.
-13762,2024-02-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.1,False,Warning threshold updated for pilot predictive-maintenance model.
-13763,2024-02-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.94,False,Vibration burst exceeds envelope during tool change cycle.
-13764,2024-02-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.411,False,Maintenance note logged for coupling imbalance inspection.
-13765,2024-02-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.056,False,Short-lived packet loss observed at edge gateway gw-02.
-13766,2024-02-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.016,False,Sensor signal clipping observed during startup surge.
-13767,2024-02-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.6,False,Thermal overshoot event coincided with recipe change on furnace.
-13768,2024-02-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.859,False,Calibration check overdue by 11 days for press-line transducer.
-13769,2024-02-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,SCADA backfill inserted two delayed telemetry points.
-13770,2024-02-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.059,False,Thermal ramp exceeded expected warmup curve before shift start.
-13771,2024-02-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.806,False,Air handler maintenance reduced humidity variance on finishing line.
-13772,2024-02-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.865,False,Quality team requested trace review for lot 24-118B.
-13773,2024-02-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.607,False,Warning threshold updated for pilot predictive-maintenance model.
-13774,2024-02-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.573,False,Sensor enclosure opened for manual calibration verification.
-13775,2024-02-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.68,False,Pressure line purge completed before restart authorization.
-13776,2024-02-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.369,False,Machine idle period extended during planned sanitation window.
-13777,2024-02-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.43,False,Sensor battery health remains nominal after firmware update.
-13778,2024-02-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.83,False,Vibration baseline recovered after tool holder replacement.
-13779,2024-02-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.032,False,Vibration baseline recovered after tool holder replacement.
-13780,2024-02-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.118,False,Pressure settled back to nominal after valve reseat.
-13781,2024-02-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.368,False,Press cycle dwell time lengthened during high-volume batch.
-13782,2024-02-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.377,False,Pressure settled back to nominal after valve reseat.
-13783,2024-02-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.086,False,Operator reported intermittent chatter on machine CNC-04.
-13784,2024-02-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.851,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13785,2024-02-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.806,False,Maintenance note logged for coupling imbalance inspection.
-13786,2024-02-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.472,False,Coolant loop adjustment reduced chamber temperature spread.
-13787,2024-02-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.169,False,Edge collector replayed buffered events after network recovery.
-13788,2024-02-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.2,False,Transient outlier matched forklift impact near cabinet wall.
-13789,2024-02-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.156,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13790,2024-02-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.278,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13791,2024-02-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.588,False,Supervisory alert generated after three consecutive threshold breaches.
-13792,2024-02-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.857,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13793,2024-02-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.693,False,Sensor battery health remains nominal after firmware update.
-13794,2024-02-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.417,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13795,2024-02-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.981,False,Machine throughput increase drove sustained pressure uplift.
-13796,2024-02-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.331,False,Transient outlier matched forklift impact near cabinet wall.
-13797,2024-02-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.627,False,Transient outlier matched forklift impact near cabinet wall.
-13798,2024-02-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.056,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13799,2024-02-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.673,False,Sensor battery health remains nominal after firmware update.
-13800,2024-02-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.985,False,Reliability engineer tagged sample window for model retraining.
-13801,2024-02-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.163,False,Coolant loop adjustment reduced chamber temperature spread.
-13802,2024-02-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.273,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13803,2024-02-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.657,False,Coolant loop adjustment reduced chamber temperature spread.
-13804,2024-02-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.566,False,Pressure peak corresponds to oversized billet batch processing.
-13805,2024-02-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,Dust extraction fan offline for 18 minutes on line finishing.
-13806,2024-02-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.261,False,Vibration burst exceeds envelope during tool change cycle.
-13807,2024-02-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.798,False,Humidity excursion near finishing booth during coating run.
-13808,2024-02-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.182,False,Anomaly review flagged possible bearing wear progression.
-13809,2024-02-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.853,False,Pressure settled back to nominal after valve reseat.
-13810,2024-02-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.67,False,Quality hold reduced finishing booth activity for one shift.
-13811,2024-02-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.178,False,Transient outlier matched forklift impact near cabinet wall.
-13812,2024-02-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.903,False,Edge collector replayed buffered events after network recovery.
-13813,2024-02-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.055,False,Temperature variance narrowed after coolant nozzle cleaning.
-13814,2024-02-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.034,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13815,2024-02-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Condensation warning cleared after dehumidifier ramp-up.
-13816,2024-02-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.433,False,Vibration baseline recovered after tool holder replacement.
-13817,2024-02-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.41,False,Anomaly review flagged possible bearing wear progression.
-13818,2024-02-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.71,False,Humidity climbed during dock-door open period in afternoon shift.
-13819,2024-02-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Coolant loop adjustment reduced chamber temperature spread.
-13820,2024-02-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.093,False,Temporary gateway failover completed without data loss.
-13821,2024-02-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.67,False,Supervisory alert generated after three consecutive threshold breaches.
-13822,2024-02-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.976,False,Pressure settled back to nominal after valve reseat.
-13823,2024-02-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.224,False,Ambient temperature stabilized after HVAC stage-two engagement.
-13824,2024-02-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.361,False,Quality hold reduced finishing booth activity for one shift.
-13825,2024-02-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.744,False,Temporary gateway failover completed without data loss.
-13826,2024-02-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.877,False,Supervisory alert generated after three consecutive threshold breaches.
-13827,2024-02-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Bearing temperature rising faster than baseline on spindle cell.
-13828,2024-02-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.825,False,Shift handoff note referenced unusual noise near press enclosure.
-13829,2024-02-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.978,False,Humidity excursion near finishing booth during coating run.
-13830,2024-02-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.099,False,Quality hold reduced finishing booth activity for one shift.
-13831,2024-02-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.409,False,Warning threshold updated for pilot predictive-maintenance model.
-13832,2024-02-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.758,False,Calibration check overdue by 11 days for press-line transducer.
-13833,2024-02-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-13834,2024-02-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.604,False,Operator reset acknowledged after red-tag inspection.
-13835,2024-02-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.525,False,Night shift startup produced higher than normal vibration floor.
-13836,2024-02-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.256,False,Sensor heartbeat delayed by one interval after gateway retry.
-13837,2024-02-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.796,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13838,2024-02-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.636,False,Coolant loop adjustment reduced chamber temperature spread.
-13839,2024-02-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.114,False,Shift handoff note referenced unusual noise near press enclosure.
-13840,2024-02-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.79,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13841,2024-02-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.948,False,Machine idle period extended during planned sanitation window.
-13842,2024-02-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.094,False,Operator reported intermittent chatter on machine CNC-04.
-13843,2024-02-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.096,False,Sensor enclosure opened for manual calibration verification.
-13844,2024-02-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.4,False,Shift handoff note referenced unusual noise near press enclosure.
-13845,2024-02-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.995,False,Thermal overshoot event coincided with recipe change on furnace.
-13846,2024-02-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.038,False,Humidity excursion near finishing booth during coating run.
-13847,2024-02-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.107,False,Sensor signal clipping observed during startup surge.
-13848,2024-02-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.245,False,Shift handoff note referenced unusual noise near press enclosure.
-13849,2024-02-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.055,False,Pressure line purge completed before restart authorization.
-13850,2024-02-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.589,False,Sensor heartbeat delayed by one interval after gateway retry.
-13851,2024-02-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.622,False,Vibration burst exceeds envelope during tool change cycle.
-13852,2024-02-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.138,False,Pressure peak corresponds to oversized billet batch processing.
-13853,2024-02-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.587,False,Sensor heartbeat delayed by one interval after gateway retry.
-13854,2024-02-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.922,False,Maintenance note logged for coupling imbalance inspection.
-13855,2024-02-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.316,False,Humidity climbed during dock-door open period in afternoon shift.
-13856,2024-02-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.308,False,Quality hold reduced finishing booth activity for one shift.
-13857,2024-02-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.16,False,Maintenance crew confirmed lubrication interval was missed.
-13858,2024-02-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.701,False,Shift handoff note referenced unusual noise near press enclosure.
-13859,2024-02-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.158,False,Edge collector replayed buffered events after network recovery.
-13860,2024-02-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.356,False,Temperature remained elevated during unscheduled overtime run.
-13861,2024-02-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.262,False,Humidity excursion near finishing booth during coating run.
-13862,2024-02-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.188,False,Maintenance crew confirmed lubrication interval was missed.
-13863,2024-02-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.205,False,Maintenance note logged for coupling imbalance inspection.
-13864,2024-02-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.643,False,Edge collector replayed buffered events after network recovery.
-13865,2024-02-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.543,False,Humidity climbed during dock-door open period in afternoon shift.
-13866,2024-02-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.864,False,Night shift startup produced higher than normal vibration floor.
-13867,2024-02-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.391,False,Reliability engineer tagged sample window for model retraining.
-13868,2024-02-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.853,False,Operator reset acknowledged after red-tag inspection.
-13869,2024-02-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.667,False,Sensor battery health remains nominal after firmware update.
-13870,2024-02-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.288,False,Bearing temperature rising faster than baseline on spindle cell.
-13871,2024-02-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.599,False,Quality hold reduced finishing booth activity for one shift.
-13872,2024-02-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.699,False,Operator reported intermittent chatter on machine CNC-04.
-13873,2024-02-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Humidity readings track seasonal rise across late spring.
-13874,2024-02-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.705,False,SCADA backfill inserted two delayed telemetry points.
-13875,2024-02-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.209,False,Supervisory alert generated after three consecutive threshold breaches.
-13876,2024-02-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.858,False,Supervisory alert generated after three consecutive threshold breaches.
-13877,2024-02-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.882,False,Quality hold reduced finishing booth activity for one shift.
-13878,2024-02-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.505,False,Condensation warning cleared after dehumidifier ramp-up.
-13879,2024-02-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.632,False,Machine idle period extended during planned sanitation window.
-13880,2024-02-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.321,False,Short-lived packet loss observed at edge gateway gw-02.
-13881,2024-02-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.941,False,Thermal overshoot event coincided with recipe change on furnace.
-13882,2024-02-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.527,False,Vibration burst exceeds envelope during tool change cycle.
-13883,2024-02-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.414,False,Temperature remained elevated during unscheduled overtime run.
-13884,2024-02-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.592,False,Operator reported intermittent chatter on machine CNC-04.
-13885,2024-02-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.354,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13886,2024-02-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.765,False,Quality hold reduced finishing booth activity for one shift.
-13887,2024-02-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.341,False,Temporary gateway failover completed without data loss.
-13888,2024-02-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.035,False,Temperature variance narrowed after coolant nozzle cleaning.
-13889,2024-02-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Humidity climbed during dock-door open period in afternoon shift.
-13890,2024-02-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.119,False,Operator reported intermittent chatter on machine CNC-04.
-13891,2024-02-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.843,False,Edge collector replayed buffered events after network recovery.
-13892,2024-02-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.864,False,Sensor enclosure opened for manual calibration verification.
-13893,2024-02-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.14,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13894,2024-02-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.613,False,Press cycle dwell time lengthened during high-volume batch.
-13895,2024-02-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.275,False,Supervisory alert generated after three consecutive threshold breaches.
-13896,2024-02-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.569,False,Quality hold reduced finishing booth activity for one shift.
-13897,2024-02-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.279,False,Maintenance scheduler deferred calibration due to spare shortage.
-13898,2024-02-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.513,False,Humidity baseline improved after seal replacement.
-13899,2024-02-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.562,False,Calibration check overdue by 11 days for press-line transducer.
-13900,2024-02-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.73,False,Dust extraction fan offline for 18 minutes on line finishing.
-13901,2024-02-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.655,False,SCADA backfill inserted two delayed telemetry points.
-13902,2024-02-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.902,False,Night shift startup produced higher than normal vibration floor.
-13903,2024-02-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.629,False,Shift handoff note referenced unusual noise near press enclosure.
-13904,2024-02-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.878,False,Quality hold reduced finishing booth activity for one shift.
-13905,2024-02-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.422,False,Coolant loop adjustment reduced chamber temperature spread.
-13906,2024-02-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.473,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13907,2024-02-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.225,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13908,2024-02-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.554,False,Pressure line purge completed before restart authorization.
-13909,2024-02-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.953,False,Transient outlier matched forklift impact near cabinet wall.
-13910,2024-02-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.902,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13911,2024-02-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.494,False,Temperature remained elevated during unscheduled overtime run.
-13912,2024-02-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.775,False,Sensor heartbeat delayed by one interval after gateway retry.
-13913,2024-02-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.276,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13914,2024-02-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.749,False,Sensor 3 drift suspected after cross-check with manual gauge.
-13915,2024-02-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.827,False,Vibration baseline recovered after tool holder replacement.
-13916,2024-02-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.578,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13917,2024-02-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Short-lived packet loss observed at edge gateway gw-02.
-13918,2024-02-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.757,False,Vibration harmonics broadened during extended production run.
-13919,2024-02-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.71,False,Sensor signal clipping observed during startup surge.
-13920,2024-02-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.432,False,Anomaly review flagged possible bearing wear progression.
-13921,2024-02-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.36,False,Pressure settled back to nominal after valve reseat.
-13922,2024-02-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.03,False,Shift handoff note referenced unusual noise near press enclosure.
-13923,2024-02-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.525,False,Heat-treat furnace door cycling increased localized temperature spikes.
-13924,2024-02-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.441,False,Thermal ramp exceeded expected warmup curve before shift start.
-13925,2024-02-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.452,False,Quality hold reduced finishing booth activity for one shift.
-13926,2024-02-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.726,False,Air handler maintenance reduced humidity variance on finishing line.
-13927,2024-02-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.749,False,Telemetry quality flag downgraded during sensor self-test window.
-13928,2024-02-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.249,False,Maintenance crew confirmed lubrication interval was missed.
-13929,2024-02-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.664,False,Air handler maintenance reduced humidity variance on finishing line.
-13930,2024-02-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.382,False,Thermal ramp exceeded expected warmup curve before shift start.
-13931,2024-02-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.515,False,Quality team requested trace review for lot 24-118B.
-13932,2024-02-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.201,False,Telemetry quality flag downgraded during sensor self-test window.
-13933,2024-02-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.133,False,Pressure settled back to nominal after valve reseat.
-13934,2024-02-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.889,False,Coolant loop adjustment reduced chamber temperature spread.
-13935,2024-02-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Sensor battery health remains nominal after firmware update.
-13936,2024-02-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.185,False,Pressure line purge completed before restart authorization.
-13937,2024-02-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.051,False,Humidity baseline improved after seal replacement.
-13938,2024-02-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.287,False,Bearing temperature rising faster than baseline on spindle cell.
-13939,2024-02-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.171,False,Sensor signal clipping observed during startup surge.
-13940,2024-02-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.318,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13941,2024-02-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.807,False,Temporary gateway failover completed without data loss.
-13942,2024-02-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.948,False,Bearing temperature rising faster than baseline on spindle cell.
-13943,2024-02-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.572,False,Temporary gateway failover completed without data loss.
-13944,2024-02-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.303,False,Reliability engineer tagged sample window for model retraining.
-13945,2024-02-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.951,False,Sensor signal clipping observed during startup surge.
-13946,2024-02-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.662,False,Temporary gateway failover completed without data loss.
-13947,2024-02-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.492,False,Humidity baseline improved after seal replacement.
-13948,2024-02-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.347,False,Humidity climbed during dock-door open period in afternoon shift.
-13949,2024-02-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.463,False,Operator reported intermittent chatter on machine CNC-04.
-13950,2024-02-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.542,False,Humidity climbed during dock-door open period in afternoon shift.
-13951,2024-02-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.556,False,Humidity readings track seasonal rise across late spring.
-13952,2024-02-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.491,False,Operator reported intermittent chatter on machine CNC-04.
-13953,2024-02-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.341,False,Humidity baseline improved after seal replacement.
-13954,2024-02-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.596,False,Sensor heartbeat delayed by one interval after gateway retry.
-13955,2024-02-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.369,False,Temperature remained elevated during unscheduled overtime run.
-13956,2024-02-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.806,False,Transient outlier matched forklift impact near cabinet wall.
-13957,2024-02-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.918,False,Packaging line stop reduced adjacent vibration background.
-13958,2024-02-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.93,False,Air handler maintenance reduced humidity variance on finishing line.
-13959,2024-02-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.554,False,Machine idle period extended during planned sanitation window.
-13960,2024-02-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.313,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13961,2024-02-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.504,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13962,2024-02-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.154,False,Unbalanced load introduced cyclical pressure ripple.
-13963,2024-02-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.983,False,Quality hold reduced finishing booth activity for one shift.
-13964,2024-02-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.798,False,Calibration check overdue by 11 days for press-line transducer.
-13965,2024-02-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.585,False,Machine throughput increase drove sustained pressure uplift.
-13966,2024-02-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.634,False,Thermal ramp exceeded expected warmup curve before shift start.
-13967,2024-02-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.81,False,Quality team requested trace review for lot 24-118B.
-13968,2024-02-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.202,False,Temperature remained elevated during unscheduled overtime run.
-13969,2024-02-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.211,False,Press cycle dwell time lengthened during high-volume batch.
-13970,2024-02-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.439,False,Hydraulic line pressure oscillation detected under load.
-13971,2024-02-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.562,False,Quality hold reduced finishing booth activity for one shift.
-13972,2024-02-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.395,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13973,2024-02-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.582,False,Vibration harmonics broadened during extended production run.
-13974,2024-02-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.191,False,Operator reset acknowledged after red-tag inspection.
-13975,2024-02-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.283,False,Compressed air fluctuation introduced pressure noise for two cycles.
-13976,2024-02-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.43,False,Vibration harmonics broadened during extended production run.
-13977,2024-02-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.328,False,Humidity baseline improved after seal replacement.
-13978,2024-02-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.945,False,Sensor signal clipping observed during startup surge.
-13979,2024-02-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.855,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13980,2024-02-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.135,False,Temperature variance narrowed after coolant nozzle cleaning.
-13981,2024-02-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.196,False,Sensor signal clipping observed during startup surge.
-13982,2024-02-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.995,False,Hydraulic line pressure oscillation detected under load.
-13983,2024-02-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.867,False,Night shift startup produced higher than normal vibration floor.
-13984,2024-02-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.249,False,Humidity baseline improved after seal replacement.
-13985,2024-02-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.134,False,Warning threshold updated for pilot predictive-maintenance model.
-13986,2024-02-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.343,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13987,2024-02-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.122,False,Thermal ramp exceeded expected warmup curve before shift start.
-13988,2024-02-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,40.077,False,Maintenance crew confirmed lubrication interval was missed.
-13989,2024-02-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.729,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-13990,2024-02-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.452,False,Dust extraction fan offline for 18 minutes on line finishing.
-13991,2024-02-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.509,False,Night shift startup produced higher than normal vibration floor.
-13992,2024-02-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.081,False,Coolant loop adjustment reduced chamber temperature spread.
-13993,2024-02-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.538,False,Vibration harmonics broadened during extended production run.
-13994,2024-02-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.701,False,Quality team requested trace review for lot 24-118B.
-13995,2024-02-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.984,False,Sensor heartbeat delayed by one interval after gateway retry.
-13996,2024-02-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.909,False,Maintenance note logged for coupling imbalance inspection.
-13997,2024-02-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.12,False,Packaging line stop reduced adjacent vibration background.
-13998,2024-02-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.551,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-13999,2024-02-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.308,False,Humidity excursion near finishing booth during coating run.
-14000,2024-02-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.211,False,Dust extraction fan offline for 18 minutes on line finishing.
-14001,2024-02-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.039,False,Coolant loop adjustment reduced chamber temperature spread.
-14002,2024-02-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.001,False,Sensor heartbeat delayed by one interval after gateway retry.
-14003,2024-02-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.925,False,Vibration baseline recovered after tool holder replacement.
-14004,2024-02-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.383,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14005,2024-02-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.435,False,Temperature remained elevated during unscheduled overtime run.
-14006,2024-02-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.844,False,Shift handoff note referenced unusual noise near press enclosure.
-14007,2024-02-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Shift handoff note referenced unusual noise near press enclosure.
-14008,2024-02-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.298,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14009,2024-02-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.191,False,Reliability engineer tagged sample window for model retraining.
-14010,2024-02-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.453,False,Vibration burst exceeds envelope during tool change cycle.
-14011,2024-02-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Calibration check overdue by 11 days for press-line transducer.
-14012,2024-02-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.467,False,Transient outlier matched forklift impact near cabinet wall.
-14013,2024-02-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.643,False,Temperature remained elevated during unscheduled overtime run.
-14014,2024-02-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.528,False,Machine idle period extended during planned sanitation window.
-14015,2024-02-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.439,False,Shift handoff note referenced unusual noise near press enclosure.
-14016,2024-02-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.504,False,Transient outlier matched forklift impact near cabinet wall.
-14017,2024-02-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.416,False,Pressure settled back to nominal after valve reseat.
-14018,2024-02-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.78,False,Operator reported intermittent chatter on machine CNC-04.
-14019,2024-02-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.962,False,Bearing temperature rising faster than baseline on spindle cell.
-14020,2024-02-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.913,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14021,2024-02-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.268,False,Vibration baseline recovered after tool holder replacement.
-14022,2024-02-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.051,False,Packaging line stop reduced adjacent vibration background.
-14023,2024-02-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.703,False,Telemetry quality flag downgraded during sensor self-test window.
-14024,2024-02-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.202,False,Calibration check overdue by 11 days for press-line transducer.
-14025,2024-02-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.731,False,Pressure settled back to nominal after valve reseat.
-14026,2024-02-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.026,False,Pressure line purge completed before restart authorization.
-14027,2024-02-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.704,False,Short-lived packet loss observed at edge gateway gw-02.
-14028,2024-02-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.417,False,Night shift startup produced higher than normal vibration floor.
-14029,2024-02-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14030,2024-02-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.331,False,Sensor enclosure opened for manual calibration verification.
-14031,2024-02-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.908,False,Humidity climbed during dock-door open period in afternoon shift.
-14032,2024-02-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.976,False,Thermal overshoot event coincided with recipe change on furnace.
-14033,2024-02-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.286,False,Bearing temperature rising faster than baseline on spindle cell.
-14034,2024-02-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.488,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14035,2024-02-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.594,False,Condensation warning cleared after dehumidifier ramp-up.
-14036,2024-02-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.253,False,Bearing temperature rising faster than baseline on spindle cell.
-14037,2024-02-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.915,False,Maintenance crew confirmed lubrication interval was missed.
-14038,2024-02-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.021,False,Sensor heartbeat delayed by one interval after gateway retry.
-14039,2024-02-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.154,False,Telemetry quality flag downgraded during sensor self-test window.
-14040,2024-02-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.767,False,Humidity baseline improved after seal replacement.
-14041,2024-02-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.021,False,Maintenance crew confirmed lubrication interval was missed.
-14042,2024-02-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.577,False,Sensor battery health remains nominal after firmware update.
-14043,2024-02-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.91,False,Anomaly review flagged possible bearing wear progression.
-14044,2024-02-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.585,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14045,2024-02-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.894,False,Temperature remained elevated during unscheduled overtime run.
-14046,2024-02-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.45,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14047,2024-02-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.152,False,Maintenance crew confirmed lubrication interval was missed.
-14048,2024-02-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.455,False,Temperature variance narrowed after coolant nozzle cleaning.
-14049,2024-02-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.996,False,Dust extraction fan offline for 18 minutes on line finishing.
-14050,2024-02-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.806,False,Quality team requested trace review for lot 24-118B.
-14051,2024-02-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Bearing temperature rising faster than baseline on spindle cell.
-14052,2024-02-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.63,False,Quality hold reduced finishing booth activity for one shift.
-14053,2024-02-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.76,False,Quality hold reduced finishing booth activity for one shift.
-14054,2024-02-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.392,False,Dust extraction fan offline for 18 minutes on line finishing.
-14055,2024-02-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.743,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14056,2024-02-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.726,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14057,2024-02-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.907,False,Supervisory alert generated after three consecutive threshold breaches.
-14058,2024-02-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.012,False,Supervisory alert generated after three consecutive threshold breaches.
-14059,2024-02-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.346,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14060,2024-02-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.007,False,Sensor enclosure opened for manual calibration verification.
-14061,2024-02-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.287,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14062,2024-02-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.09,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14063,2024-02-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.133,False,Temperature remained elevated during unscheduled overtime run.
-14064,2024-02-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,57.549,False,Pressure peak corresponds to oversized billet batch processing.
-14065,2024-02-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Press cycle dwell time lengthened during high-volume batch.
-14066,2024-02-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.06,False,SCADA backfill inserted two delayed telemetry points.
-14067,2024-02-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.594,False,Operator reported intermittent chatter on machine CNC-04.
-14068,2024-02-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.182,False,Bearing temperature rising faster than baseline on spindle cell.
-14069,2024-02-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.471,False,Transient outlier matched forklift impact near cabinet wall.
-14070,2024-02-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.794,False,Sensor enclosure opened for manual calibration verification.
-14071,2024-02-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.147,False,Telemetry quality flag downgraded during sensor self-test window.
-14072,2024-02-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.021,False,Pressure line purge completed before restart authorization.
-14073,2024-02-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.644,False,Condensation warning cleared after dehumidifier ramp-up.
-14074,2024-02-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.003,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14075,2024-02-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.48,False,Night shift startup produced higher than normal vibration floor.
-14076,2024-02-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.518,False,Supervisory alert generated after three consecutive threshold breaches.
-14077,2024-02-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.135,False,Machine idle period extended during planned sanitation window.
-14078,2024-02-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.857,False,Pressure settled back to nominal after valve reseat.
-14079,2024-02-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.806,False,Warning threshold updated for pilot predictive-maintenance model.
-14080,2024-02-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.113,False,Supervisory alert generated after three consecutive threshold breaches.
-14081,2024-02-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.862,False,Sensor enclosure opened for manual calibration verification.
-14082,2024-02-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.375,False,Pressure line purge completed before restart authorization.
-14083,2024-02-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.533,False,Humidity readings track seasonal rise across late spring.
-14084,2024-02-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.431,False,Maintenance crew confirmed lubrication interval was missed.
-14085,2024-02-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.758,False,Vibration harmonics broadened during extended production run.
-14086,2024-02-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.052,False,Maintenance note logged for coupling imbalance inspection.
-14087,2024-02-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.376,False,Maintenance crew confirmed lubrication interval was missed.
-14088,2024-02-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.501,False,Temperature remained elevated during unscheduled overtime run.
-14089,2024-02-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.745,False,Humidity excursion near finishing booth during coating run.
-14090,2024-02-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.516,False,Pressure peak corresponds to oversized billet batch processing.
-14091,2024-02-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.601,False,Short-lived packet loss observed at edge gateway gw-02.
-14092,2024-02-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.952,False,Sensor heartbeat delayed by one interval after gateway retry.
-14093,2024-02-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.418,False,Operator reset acknowledged after red-tag inspection.
-14094,2024-02-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.996,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14095,2024-02-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.609,False,Maintenance note logged for coupling imbalance inspection.
-14096,2024-02-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.238,False,Machine idle period extended during planned sanitation window.
-14097,2024-02-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.887,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14098,2024-02-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.579,False,Warning threshold updated for pilot predictive-maintenance model.
-14099,2024-02-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.85,False,Thermal overshoot event coincided with recipe change on furnace.
-14100,2024-02-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.264,False,Humidity readings track seasonal rise across late spring.
-14101,2024-02-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.576,False,Reliability engineer tagged sample window for model retraining.
-14102,2024-02-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.751,False,Short-lived packet loss observed at edge gateway gw-02.
-14103,2024-02-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.099,False,Pressure settled back to nominal after valve reseat.
-14104,2024-02-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.872,False,Unbalanced load introduced cyclical pressure ripple.
-14105,2024-02-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.151,False,Bearing temperature rising faster than baseline on spindle cell.
-14106,2024-02-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.168,False,Thermal overshoot event coincided with recipe change on furnace.
-14107,2024-02-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.147,False,Humidity baseline improved after seal replacement.
-14108,2024-02-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.993,False,Pressure line purge completed before restart authorization.
-14109,2024-02-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.651,False,Dust extraction fan offline for 18 minutes on line finishing.
-14110,2024-02-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.9,False,Temperature variance narrowed after coolant nozzle cleaning.
-14111,2024-02-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.045,False,Temperature remained elevated during unscheduled overtime run.
-14112,2024-02-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.663,False,Supervisory alert generated after three consecutive threshold breaches.
-14113,2024-02-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.567,False,Thermal overshoot event coincided with recipe change on furnace.
-14114,2024-02-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.517,False,Humidity climbed during dock-door open period in afternoon shift.
-14115,2024-02-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.239,False,Hydraulic line pressure oscillation detected under load.
-14116,2024-02-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.697,False,Pressure line purge completed before restart authorization.
-14117,2024-02-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.022,False,Pressure peak corresponds to oversized billet batch processing.
-14118,2024-02-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.863,False,Unbalanced load introduced cyclical pressure ripple.
-14119,2024-02-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.218,False,Maintenance note logged for coupling imbalance inspection.
-14120,2024-02-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.034,False,Maintenance scheduler deferred calibration due to spare shortage.
-14121,2024-02-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.159,False,Humidity readings track seasonal rise across late spring.
-14122,2024-02-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.939,False,Anomaly review flagged possible bearing wear progression.
-14123,2024-02-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.964,False,Temporary gateway failover completed without data loss.
-14124,2024-02-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.854,False,Maintenance scheduler deferred calibration due to spare shortage.
-14125,2024-02-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.233,False,Operator reset acknowledged after red-tag inspection.
-14126,2024-02-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.312,False,Sensor enclosure opened for manual calibration verification.
-14127,2024-02-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.017,False,Calibration check overdue by 11 days for press-line transducer.
-14128,2024-02-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.998,False,Humidity climbed during dock-door open period in afternoon shift.
-14129,2024-02-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Sensor battery health remains nominal after firmware update.
-14130,2024-02-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.899,False,Operator reset acknowledged after red-tag inspection.
-14131,2024-02-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.721,False,Temperature variance narrowed after coolant nozzle cleaning.
-14132,2024-02-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.489,False,Humidity excursion near finishing booth during coating run.
-14133,2024-02-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.412,False,Sensor battery health remains nominal after firmware update.
-14134,2024-02-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.859,False,Operator reset acknowledged after red-tag inspection.
-14135,2024-02-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.574,False,Short-lived packet loss observed at edge gateway gw-02.
-14136,2024-02-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.333,False,Packaging line stop reduced adjacent vibration background.
-14137,2024-02-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.098,False,Pressure line purge completed before restart authorization.
-14138,2024-02-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.912,False,Humidity readings track seasonal rise across late spring.
-14139,2024-02-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.868,False,Vibration burst exceeds envelope during tool change cycle.
-14140,2024-02-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.234,False,Maintenance scheduler deferred calibration due to spare shortage.
-14141,2024-02-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Coolant loop adjustment reduced chamber temperature spread.
-14142,2024-02-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.568,False,Temperature remained elevated during unscheduled overtime run.
-14143,2024-02-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.875,False,Machine idle period extended during planned sanitation window.
-14144,2024-02-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.255,False,Thermal ramp exceeded expected warmup curve before shift start.
-14145,2024-02-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.096,False,Sensor battery health remains nominal after firmware update.
-14146,2024-02-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.702,False,Shift handoff note referenced unusual noise near press enclosure.
-14147,2024-02-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.299,False,Sensor signal clipping observed during startup surge.
-14148,2024-02-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.436,False,Warning threshold updated for pilot predictive-maintenance model.
-14149,2024-02-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.997,False,Telemetry quality flag downgraded during sensor self-test window.
-14150,2024-02-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.828,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14151,2024-02-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.387,False,Thermal ramp exceeded expected warmup curve before shift start.
-14152,2024-02-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.543,False,Hydraulic line pressure oscillation detected under load.
-14153,2024-02-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.442,False,Maintenance crew confirmed lubrication interval was missed.
-14154,2024-02-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.372,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14155,2024-02-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.821,False,Temperature variance narrowed after coolant nozzle cleaning.
-14156,2024-02-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.221,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14157,2024-02-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.735,False,Condensation warning cleared after dehumidifier ramp-up.
-14158,2024-02-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.23,False,Bearing temperature rising faster than baseline on spindle cell.
-14159,2024-02-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.441,False,Humidity readings track seasonal rise across late spring.
-14160,2024-02-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.712,False,Vibration baseline recovered after tool holder replacement.
-14161,2024-02-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.875,False,Telemetry quality flag downgraded during sensor self-test window.
-14162,2024-02-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.26,False,Press cycle dwell time lengthened during high-volume batch.
-14163,2024-02-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.637,False,Temperature variance narrowed after coolant nozzle cleaning.
-14164,2024-02-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.333,False,Vibration baseline recovered after tool holder replacement.
-14165,2024-02-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.458,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14166,2024-02-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.654,False,Humidity climbed during dock-door open period in afternoon shift.
-14167,2024-02-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.526,False,Vibration harmonics broadened during extended production run.
-14168,2024-02-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.671,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14169,2024-02-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.41,False,Operator reset acknowledged after red-tag inspection.
-14170,2024-02-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.991,False,Pressure settled back to nominal after valve reseat.
-14171,2024-02-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.666,False,Calibration check overdue by 11 days for press-line transducer.
-14172,2024-02-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.796,False,SCADA backfill inserted two delayed telemetry points.
-14173,2024-02-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.184,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14174,2024-02-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.527,False,Quality hold reduced finishing booth activity for one shift.
-14175,2024-02-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.992,False,Unbalanced load introduced cyclical pressure ripple.
-14176,2024-02-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.725,False,Sensor signal clipping observed during startup surge.
-14177,2024-02-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.555,False,Vibration harmonics broadened during extended production run.
-14178,2024-02-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.777,False,Shift handoff note referenced unusual noise near press enclosure.
-14179,2024-02-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.875,False,Vibration baseline recovered after tool holder replacement.
-14180,2024-02-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.969,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14181,2024-02-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.652,False,Bearing temperature rising faster than baseline on spindle cell.
-14182,2024-02-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.219,False,Telemetry quality flag downgraded during sensor self-test window.
-14183,2024-02-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.539,False,Humidity excursion near finishing booth during coating run.
-14184,2024-02-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.083,False,Sensor signal clipping observed during startup surge.
-14185,2024-02-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.35,False,Humidity climbed during dock-door open period in afternoon shift.
-14186,2024-02-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.381,False,Reliability engineer tagged sample window for model retraining.
-14187,2024-02-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.242,False,Sensor battery health remains nominal after firmware update.
-14188,2024-02-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.105,False,Warning threshold updated for pilot predictive-maintenance model.
-14189,2024-02-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.849,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14190,2024-02-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.053,False,Pressure settled back to nominal after valve reseat.
-14191,2024-02-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.981,False,Vibration burst exceeds envelope during tool change cycle.
-14192,2024-02-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.138,False,Machine throughput increase drove sustained pressure uplift.
-14193,2024-02-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Unbalanced load introduced cyclical pressure ripple.
-14194,2024-02-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.522,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14195,2024-02-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.102,False,Bearing temperature rising faster than baseline on spindle cell.
-14196,2024-02-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.509,False,Machine idle period extended during planned sanitation window.
-14197,2024-02-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.503,False,Sensor heartbeat delayed by one interval after gateway retry.
-14198,2024-02-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.947,False,Temperature remained elevated during unscheduled overtime run.
-14199,2024-02-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.206,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14200,2024-02-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.941,False,Operator reset acknowledged after red-tag inspection.
-14201,2024-02-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.066,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14202,2024-02-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.968,False,Calibration check overdue by 11 days for press-line transducer.
-14203,2024-02-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14204,2024-02-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.714,False,Press cycle dwell time lengthened during high-volume batch.
-14205,2024-02-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.107,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14206,2024-02-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.129,False,Pressure settled back to nominal after valve reseat.
-14207,2024-02-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.424,False,Machine idle period extended during planned sanitation window.
-14208,2024-02-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.586,False,Press cycle dwell time lengthened during high-volume batch.
-14209,2024-02-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.609,False,Temperature remained elevated during unscheduled overtime run.
-14210,2024-02-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.997,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14211,2024-02-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.295,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14212,2024-02-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.157,False,Pressure settled back to nominal after valve reseat.
-14213,2024-02-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.074,False,Warning threshold updated for pilot predictive-maintenance model.
-14214,2024-02-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.666,False,Short-lived packet loss observed at edge gateway gw-02.
-14215,2024-02-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Machine idle period extended during planned sanitation window.
-14216,2024-02-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.624,False,Condensation warning cleared after dehumidifier ramp-up.
-14217,2024-02-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.191,False,Temperature remained elevated during unscheduled overtime run.
-14218,2024-02-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.304,False,Edge collector replayed buffered events after network recovery.
-14219,2024-02-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.705,False,Sensor signal clipping observed during startup surge.
-14220,2024-02-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.345,False,Air handler maintenance reduced humidity variance on finishing line.
-14221,2024-02-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.576,False,Quality team requested trace review for lot 24-118B.
-14222,2024-02-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.14,False,Temperature remained elevated during unscheduled overtime run.
-14223,2024-02-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.588,False,Transient outlier matched forklift impact near cabinet wall.
-14224,2024-02-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.176,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14225,2024-02-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Vibration burst exceeds envelope during tool change cycle.
-14226,2024-02-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.619,False,Packaging line stop reduced adjacent vibration background.
-14227,2024-02-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.746,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14228,2024-02-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.245,False,Machine idle period extended during planned sanitation window.
-14229,2024-02-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.438,False,Vibration baseline recovered after tool holder replacement.
-14230,2024-02-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.952,False,Maintenance crew confirmed lubrication interval was missed.
-14231,2024-02-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.727,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14232,2024-02-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.809,False,Sensor signal clipping observed during startup surge.
-14233,2024-02-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.027,False,Vibration baseline recovered after tool holder replacement.
-14234,2024-02-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.429,False,Humidity climbed during dock-door open period in afternoon shift.
-14235,2024-02-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.984,False,Pressure settled back to nominal after valve reseat.
-14236,2024-02-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.893,False,Supervisory alert generated after three consecutive threshold breaches.
-14237,2024-02-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.091,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14238,2024-02-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.257,False,Dust extraction fan offline for 18 minutes on line finishing.
-14239,2024-02-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.182,False,Supervisory alert generated after three consecutive threshold breaches.
-14240,2024-02-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.793,False,Sensor enclosure opened for manual calibration verification.
-14241,2024-02-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.444,False,Temperature variance narrowed after coolant nozzle cleaning.
-14242,2024-02-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.635,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14243,2024-02-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.926,False,Quality hold reduced finishing booth activity for one shift.
-14244,2024-02-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.823,False,Vibration harmonics broadened during extended production run.
-14245,2024-02-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.962,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14246,2024-02-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.26,False,Telemetry quality flag downgraded during sensor self-test window.
-14247,2024-02-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Temperature variance narrowed after coolant nozzle cleaning.
-14248,2024-02-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.946,False,Thermal overshoot event coincided with recipe change on furnace.
-14249,2024-02-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.261,False,Machine throughput increase drove sustained pressure uplift.
-14250,2024-02-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.633,False,Temperature remained elevated during unscheduled overtime run.
-14251,2024-02-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.22,False,Air handler maintenance reduced humidity variance on finishing line.
-14252,2024-02-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.887,False,Night shift startup produced higher than normal vibration floor.
-14253,2024-02-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.361,False,Temporary gateway failover completed without data loss.
-14254,2024-02-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.445,False,Pressure settled back to nominal after valve reseat.
-14255,2024-02-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.603,False,Machine throughput increase drove sustained pressure uplift.
-14256,2024-02-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.401,False,Dust extraction fan offline for 18 minutes on line finishing.
-14257,2024-02-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.131,False,Edge collector replayed buffered events after network recovery.
-14258,2024-02-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.237,False,Dust extraction fan offline for 18 minutes on line finishing.
-14259,2024-02-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.717,False,Quality team requested trace review for lot 24-118B.
-14260,2024-02-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.606,False,Maintenance crew confirmed lubrication interval was missed.
-14261,2024-02-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.295,False,Machine idle period extended during planned sanitation window.
-14262,2024-02-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.85,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14263,2024-02-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.861,False,Humidity baseline improved after seal replacement.
-14264,2024-02-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.926,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14265,2024-02-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.227,False,Shift handoff note referenced unusual noise near press enclosure.
-14266,2024-02-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.698,False,Temporary gateway failover completed without data loss.
-14267,2024-02-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.375,False,Calibration check overdue by 11 days for press-line transducer.
-14268,2024-02-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.843,False,Coolant loop adjustment reduced chamber temperature spread.
-14269,2024-02-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.236,False,Humidity excursion near finishing booth during coating run.
-14270,2024-02-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.257,False,Bearing temperature rising faster than baseline on spindle cell.
-14271,2024-02-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.418,False,Humidity excursion near finishing booth during coating run.
-14272,2024-02-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.647,False,Maintenance note logged for coupling imbalance inspection.
-14273,2024-02-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.499,False,Humidity excursion near finishing booth during coating run.
-14274,2024-02-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.635,False,Edge collector replayed buffered events after network recovery.
-14275,2024-02-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.933,False,Humidity excursion near finishing booth during coating run.
-14276,2024-02-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.7,False,Pressure settled back to nominal after valve reseat.
-14277,2024-02-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.693,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14278,2024-02-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.414,False,Dust extraction fan offline for 18 minutes on line finishing.
-14279,2024-02-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.286,False,Edge collector replayed buffered events after network recovery.
-14280,2024-02-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.238,False,Quality team requested trace review for lot 24-118B.
-14281,2024-02-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.321,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14282,2024-02-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.107,False,Temperature remained elevated during unscheduled overtime run.
-14283,2024-02-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.647,False,Packaging line stop reduced adjacent vibration background.
-14284,2024-02-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.379,False,Condensation warning cleared after dehumidifier ramp-up.
-14285,2024-02-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.66,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14286,2024-02-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.025,False,Maintenance note logged for coupling imbalance inspection.
-14287,2024-02-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.937,False,Temperature remained elevated during unscheduled overtime run.
-14288,2024-02-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.1,False,Maintenance scheduler deferred calibration due to spare shortage.
-14289,2024-02-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.695,False,Humidity readings track seasonal rise across late spring.
-14290,2024-02-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.343,False,Shift handoff note referenced unusual noise near press enclosure.
-14291,2024-02-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.929,False,Packaging line stop reduced adjacent vibration background.
-14292,2024-02-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.681,False,Thermal ramp exceeded expected warmup curve before shift start.
-14293,2024-02-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.072,False,Short-lived packet loss observed at edge gateway gw-02.
-14294,2024-02-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.315,False,Dust extraction fan offline for 18 minutes on line finishing.
-14295,2024-02-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.984,False,Machine throughput increase drove sustained pressure uplift.
-14296,2024-02-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.395,False,Humidity excursion near finishing booth during coating run.
-14297,2024-02-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.375,False,Vibration harmonics broadened during extended production run.
-14298,2024-02-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.574,False,Temperature variance narrowed after coolant nozzle cleaning.
-14299,2024-02-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.163,False,Night shift startup produced higher than normal vibration floor.
-14300,2024-02-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.71,False,Pressure peak corresponds to oversized billet batch processing.
-14301,2024-02-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.288,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14302,2024-02-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.691,False,Machine throughput increase drove sustained pressure uplift.
-14303,2024-02-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Humidity baseline improved after seal replacement.
-14304,2024-02-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.812,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14305,2024-02-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.966,False,Thermal overshoot event coincided with recipe change on furnace.
-14306,2024-02-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.673,False,Supervisory alert generated after three consecutive threshold breaches.
-14307,2024-02-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.663,False,Shift handoff note referenced unusual noise near press enclosure.
-14308,2024-02-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.339,False,Telemetry quality flag downgraded during sensor self-test window.
-14309,2024-02-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.706,False,Night shift startup produced higher than normal vibration floor.
-14310,2024-02-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.018,False,Press cycle dwell time lengthened during high-volume batch.
-14311,2024-02-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.114,False,Calibration check overdue by 11 days for press-line transducer.
-14312,2024-02-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.753,False,Quality hold reduced finishing booth activity for one shift.
-14313,2024-02-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,SCADA backfill inserted two delayed telemetry points.
-14314,2024-02-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.578,False,Machine throughput increase drove sustained pressure uplift.
-14315,2024-02-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.001,False,Condensation warning cleared after dehumidifier ramp-up.
-14316,2024-02-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.45,False,Temperature remained elevated during unscheduled overtime run.
-14317,2024-02-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.986,False,Reliability engineer tagged sample window for model retraining.
-14318,2024-02-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.196,False,Operator reset acknowledged after red-tag inspection.
-14319,2024-02-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.133,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14320,2024-02-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.296,False,Quality hold reduced finishing booth activity for one shift.
-14321,2024-02-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.546,False,Night shift startup produced higher than normal vibration floor.
-14322,2024-02-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.303,False,Machine idle period extended during planned sanitation window.
-14323,2024-02-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.38,False,Reliability engineer tagged sample window for model retraining.
-14324,2024-02-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.249,False,Vibration burst exceeds envelope during tool change cycle.
-14325,2024-02-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.992,False,Bearing temperature rising faster than baseline on spindle cell.
-14326,2024-02-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.947,False,Air handler maintenance reduced humidity variance on finishing line.
-14327,2024-02-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.273,False,Supervisory alert generated after three consecutive threshold breaches.
-14328,2024-02-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.74,False,Coolant loop adjustment reduced chamber temperature spread.
-14329,2024-02-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.011,False,Packaging line stop reduced adjacent vibration background.
-14330,2024-02-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.359,False,Vibration baseline recovered after tool holder replacement.
-14331,2024-02-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.499,False,Shift handoff note referenced unusual noise near press enclosure.
-14332,2024-02-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.499,False,Machine idle period extended during planned sanitation window.
-14333,2024-02-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.66,False,Pressure settled back to nominal after valve reseat.
-14334,2024-02-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.671,False,Press cycle dwell time lengthened during high-volume batch.
-14335,2024-02-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.867,False,Warning threshold updated for pilot predictive-maintenance model.
-14336,2024-02-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.452,False,Thermal overshoot event coincided with recipe change on furnace.
-14337,2024-02-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.564,False,Humidity climbed during dock-door open period in afternoon shift.
-14338,2024-02-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.874,False,Supervisory alert generated after three consecutive threshold breaches.
-14339,2024-02-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.229,False,Condensation warning cleared after dehumidifier ramp-up.
-14340,2024-02-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.102,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14341,2024-02-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.482,False,Maintenance crew confirmed lubrication interval was missed.
-14342,2024-02-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.66,False,Reliability engineer tagged sample window for model retraining.
-14343,2024-02-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.295,False,Operator reported intermittent chatter on machine CNC-04.
-14344,2024-02-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.647,False,Bearing temperature rising faster than baseline on spindle cell.
-14345,2024-02-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Condensation warning cleared after dehumidifier ramp-up.
-14346,2024-02-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.697,False,Humidity climbed during dock-door open period in afternoon shift.
-14347,2024-02-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.041,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14348,2024-02-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.829,False,Calibration check overdue by 11 days for press-line transducer.
-14349,2024-02-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.362,False,Maintenance scheduler deferred calibration due to spare shortage.
-14350,2024-02-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.59,False,Humidity baseline improved after seal replacement.
-14351,2024-02-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.47,False,Press cycle dwell time lengthened during high-volume batch.
-14352,2024-02-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.999,False,Dust extraction fan offline for 18 minutes on line finishing.
-14353,2024-02-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.159,False,SCADA backfill inserted two delayed telemetry points.
-14354,2024-02-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.216,False,Bearing temperature rising faster than baseline on spindle cell.
-14355,2024-02-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.426,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14356,2024-02-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.394,False,Condensation warning cleared after dehumidifier ramp-up.
-14357,2024-02-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.356,False,Sensor enclosure opened for manual calibration verification.
-14358,2024-02-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.628,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14359,2024-02-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.477,False,Calibration check overdue by 11 days for press-line transducer.
-14360,2024-02-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.365,False,Pressure peak corresponds to oversized billet batch processing.
-14361,2024-02-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Machine idle period extended during planned sanitation window.
-14362,2024-02-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.664,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14363,2024-02-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.861,False,Packaging line stop reduced adjacent vibration background.
-14364,2024-02-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.58,False,Thermal overshoot event coincided with recipe change on furnace.
-14365,2024-02-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.085,False,Telemetry quality flag downgraded during sensor self-test window.
-14366,2024-02-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.394,False,Humidity climbed during dock-door open period in afternoon shift.
-14367,2024-02-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.71,False,Sensor signal clipping observed during startup surge.
-14368,2024-02-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.494,False,Sensor heartbeat delayed by one interval after gateway retry.
-14369,2024-02-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.17,False,Temperature remained elevated during unscheduled overtime run.
-14370,2024-02-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.146,False,Vibration harmonics broadened during extended production run.
-14371,2024-02-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.463,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14372,2024-02-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.592,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14373,2024-02-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.579,False,Sensor heartbeat delayed by one interval after gateway retry.
-14374,2024-02-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.832,False,Machine throughput increase drove sustained pressure uplift.
-14375,2024-02-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.677,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14376,2024-02-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.624,False,Maintenance scheduler deferred calibration due to spare shortage.
-14377,2024-02-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.147,False,Calibration check overdue by 11 days for press-line transducer.
-14378,2024-02-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.284,False,Sensor enclosure opened for manual calibration verification.
-14379,2024-02-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.409,False,Dust extraction fan offline for 18 minutes on line finishing.
-14380,2024-02-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.597,False,Vibration harmonics broadened during extended production run.
-14381,2024-02-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.172,False,Sensor signal clipping observed during startup surge.
-14382,2024-02-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.668,False,Sensor enclosure opened for manual calibration verification.
-14383,2024-02-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Operator reported intermittent chatter on machine CNC-04.
-14384,2024-02-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.167,False,Night shift startup produced higher than normal vibration floor.
-14385,2024-02-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.117,False,Pressure peak corresponds to oversized billet batch processing.
-14386,2024-02-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.391,False,SCADA backfill inserted two delayed telemetry points.
-14387,2024-02-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.819,False,SCADA backfill inserted two delayed telemetry points.
-14388,2024-02-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.231,False,Sensor enclosure opened for manual calibration verification.
-14389,2024-02-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Operator reported intermittent chatter on machine CNC-04.
-14390,2024-02-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.438,False,Short-lived packet loss observed at edge gateway gw-02.
-14391,2024-02-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.39,False,Quality hold reduced finishing booth activity for one shift.
-14392,2024-02-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.792,False,Packaging line stop reduced adjacent vibration background.
-14393,2024-02-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.793,False,Reliability engineer tagged sample window for model retraining.
-14394,2024-02-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.261,False,Dust extraction fan offline for 18 minutes on line finishing.
-14395,2024-02-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.83,False,Humidity excursion near finishing booth during coating run.
-14396,2024-02-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.237,False,Bearing temperature rising faster than baseline on spindle cell.
-14397,2024-02-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.347,False,Press cycle dwell time lengthened during high-volume batch.
-14398,2024-02-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.635,False,Condensation warning cleared after dehumidifier ramp-up.
-14399,2024-02-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.842,False,Packaging line stop reduced adjacent vibration background.
-14400,2024-02-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.843,False,Vibration baseline recovered after tool holder replacement.
-14401,2024-02-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.256,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14402,2024-02-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.182,False,Supervisory alert generated after three consecutive threshold breaches.
-14403,2024-02-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.754,False,Supervisory alert generated after three consecutive threshold breaches.
-14404,2024-02-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.187,False,Pressure line purge completed before restart authorization.
-14405,2024-02-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.283,False,Quality team requested trace review for lot 24-118B.
-14406,2024-02-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.619,False,Temperature variance narrowed after coolant nozzle cleaning.
-14407,2024-02-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.767,False,Night shift startup produced higher than normal vibration floor.
-14408,2024-02-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.794,False,Short-lived packet loss observed at edge gateway gw-02.
-14409,2024-02-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.651,False,Pressure line purge completed before restart authorization.
-14410,2024-02-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.624,False,Humidity excursion near finishing booth during coating run.
-14411,2024-02-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.807,False,Press cycle dwell time lengthened during high-volume batch.
-14412,2024-02-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.267,False,Thermal ramp exceeded expected warmup curve before shift start.
-14413,2024-02-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.183,False,Humidity excursion near finishing booth during coating run.
-14414,2024-02-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.974,False,Air handler maintenance reduced humidity variance on finishing line.
-14415,2024-02-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.891,False,Unbalanced load introduced cyclical pressure ripple.
-14416,2024-02-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.451,False,Maintenance crew confirmed lubrication interval was missed.
-14417,2024-02-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.018,False,Humidity readings track seasonal rise across late spring.
-14418,2024-02-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.122,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14419,2024-02-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.394,False,Operator reset acknowledged after red-tag inspection.
-14420,2024-02-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.633,False,Air handler maintenance reduced humidity variance on finishing line.
-14421,2024-02-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.307,False,Pressure settled back to nominal after valve reseat.
-14422,2024-02-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.657,False,Pressure peak corresponds to oversized billet batch processing.
-14423,2024-02-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.78,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14424,2024-02-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.301,False,Condensation warning cleared after dehumidifier ramp-up.
-14425,2024-02-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.186,False,Temperature remained elevated during unscheduled overtime run.
-14426,2024-02-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.466,False,Quality hold reduced finishing booth activity for one shift.
-14427,2024-02-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.657,False,Pressure line purge completed before restart authorization.
-14428,2024-02-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.423,False,Temperature variance narrowed after coolant nozzle cleaning.
-14429,2024-02-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.251,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14430,2024-02-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.508,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14431,2024-02-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.738,False,Machine throughput increase drove sustained pressure uplift.
-14432,2024-02-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.889,False,Pressure peak corresponds to oversized billet batch processing.
-14433,2024-02-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.876,False,Shift handoff note referenced unusual noise near press enclosure.
-14434,2024-02-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.766,False,Sensor heartbeat delayed by one interval after gateway retry.
-14435,2024-02-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.232,False,Pressure line purge completed before restart authorization.
-14436,2024-02-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.567,False,Temperature remained elevated during unscheduled overtime run.
-14437,2024-02-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.582,False,Temperature remained elevated during unscheduled overtime run.
-14438,2024-02-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14439,2024-02-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.189,False,Coolant loop adjustment reduced chamber temperature spread.
-14440,2024-02-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.574,False,Quality hold reduced finishing booth activity for one shift.
-14441,2024-02-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.751,False,Temperature variance narrowed after coolant nozzle cleaning.
-14442,2024-02-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.9,False,Maintenance note logged for coupling imbalance inspection.
-14443,2024-02-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.044,False,Pressure peak corresponds to oversized billet batch processing.
-14444,2024-02-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.461,False,Humidity baseline improved after seal replacement.
-14445,2024-02-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.497,False,Vibration burst exceeds envelope during tool change cycle.
-14446,2024-02-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.333,False,Unbalanced load introduced cyclical pressure ripple.
-14447,2024-02-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.098,False,Vibration harmonics broadened during extended production run.
-14448,2024-02-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.374,False,Press cycle dwell time lengthened during high-volume batch.
-14449,2024-02-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.716,False,Machine idle period extended during planned sanitation window.
-14450,2024-02-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.962,False,Machine throughput increase drove sustained pressure uplift.
-14451,2024-02-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.664,False,Reliability engineer tagged sample window for model retraining.
-14452,2024-02-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.766,False,Pressure settled back to nominal after valve reseat.
-14453,2024-02-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.742,False,Sensor heartbeat delayed by one interval after gateway retry.
-14454,2024-02-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.887,False,Humidity climbed during dock-door open period in afternoon shift.
-14455,2024-02-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.052,False,Pressure line purge completed before restart authorization.
-14456,2024-02-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.661,False,Telemetry quality flag downgraded during sensor self-test window.
-14457,2024-02-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Operator reported intermittent chatter on machine CNC-04.
-14458,2024-02-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.118,False,Sensor signal clipping observed during startup surge.
-14459,2024-02-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.551,False,Operator reported intermittent chatter on machine CNC-04.
-14460,2024-02-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.383,False,Pressure peak corresponds to oversized billet batch processing.
-14461,2024-02-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.055,False,Humidity climbed during dock-door open period in afternoon shift.
-14462,2024-02-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.5,False,Press cycle dwell time lengthened during high-volume batch.
-14463,2024-02-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.844,False,Humidity excursion near finishing booth during coating run.
-14464,2024-02-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.964,False,Pressure settled back to nominal after valve reseat.
-14465,2024-02-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.111,False,Maintenance scheduler deferred calibration due to spare shortage.
-14466,2024-02-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.097,False,Shift handoff note referenced unusual noise near press enclosure.
-14467,2024-02-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.363,False,Press cycle dwell time lengthened during high-volume batch.
-14468,2024-02-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.191,False,Temporary gateway failover completed without data loss.
-14469,2024-02-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.273,False,Reliability engineer tagged sample window for model retraining.
-14470,2024-02-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.819,False,Humidity readings track seasonal rise across late spring.
-14471,2024-02-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14472,2024-02-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.617,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14473,2024-02-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Temperature remained elevated during unscheduled overtime run.
-14474,2024-02-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.147,False,Shift handoff note referenced unusual noise near press enclosure.
-14475,2024-02-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.167,False,Humidity readings track seasonal rise across late spring.
-14476,2024-02-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.878,False,Night shift startup produced higher than normal vibration floor.
-14477,2024-02-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.628,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14478,2024-02-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.337,False,SCADA backfill inserted two delayed telemetry points.
-14479,2024-02-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.345,False,Pressure peak corresponds to oversized billet batch processing.
-14480,2024-02-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.592,False,Short-lived packet loss observed at edge gateway gw-02.
-14481,2024-02-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.434,False,Operator reported intermittent chatter on machine CNC-04.
-14482,2024-02-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.749,False,Warning threshold updated for pilot predictive-maintenance model.
-14483,2024-02-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.677,False,Bearing temperature rising faster than baseline on spindle cell.
-14484,2024-02-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.24,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14485,2024-02-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.383,False,Operator reported intermittent chatter on machine CNC-04.
-14486,2024-02-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.105,False,Condensation warning cleared after dehumidifier ramp-up.
-14487,2024-02-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.676,False,Edge collector replayed buffered events after network recovery.
-14488,2024-02-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.05,False,Machine idle period extended during planned sanitation window.
-14489,2024-02-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.018,False,Sensor signal clipping observed during startup surge.
-14490,2024-02-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.73,False,Anomaly review flagged possible bearing wear progression.
-14491,2024-02-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.516,False,SCADA backfill inserted two delayed telemetry points.
-14492,2024-02-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.626,False,Operator reset acknowledged after red-tag inspection.
-14493,2024-02-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.231,False,Vibration baseline recovered after tool holder replacement.
-14494,2024-02-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.761,False,Night shift startup produced higher than normal vibration floor.
-14495,2024-02-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.124,False,Sensor signal clipping observed during startup surge.
-14496,2024-02-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.313,False,Temperature variance narrowed after coolant nozzle cleaning.
-14497,2024-02-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.909,False,Thermal ramp exceeded expected warmup curve before shift start.
-14498,2024-02-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.883,False,Humidity baseline improved after seal replacement.
-14499,2024-02-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.878,False,Sensor signal clipping observed during startup surge.
-14500,2024-02-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.866,False,Coolant loop adjustment reduced chamber temperature spread.
-14501,2024-02-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Dust extraction fan offline for 18 minutes on line finishing.
-14502,2024-02-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.746,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14503,2024-02-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.834,False,Operator reported intermittent chatter on machine CNC-04.
-14504,2024-02-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.675,False,Pressure settled back to nominal after valve reseat.
-14505,2024-02-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14506,2024-02-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.749,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14507,2024-02-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.219,False,Quality hold reduced finishing booth activity for one shift.
-14508,2024-02-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.013,False,Thermal ramp exceeded expected warmup curve before shift start.
-14509,2024-02-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.54,False,Operator reset acknowledged after red-tag inspection.
-14510,2024-02-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.871,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14511,2024-02-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.142,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14512,2024-02-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.705,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14513,2024-02-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.827,False,Hydraulic line pressure oscillation detected under load.
-14514,2024-02-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.485,False,Sensor signal clipping observed during startup surge.
-14515,2024-02-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.619,False,Night shift startup produced higher than normal vibration floor.
-14516,2024-02-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.249,False,Vibration harmonics broadened during extended production run.
-14517,2024-02-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.956,False,Humidity readings track seasonal rise across late spring.
-14518,2024-02-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.85,False,Maintenance note logged for coupling imbalance inspection.
-14519,2024-02-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.675,False,Reliability engineer tagged sample window for model retraining.
-14520,2024-02-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.831,False,Temperature remained elevated during unscheduled overtime run.
-14521,2024-02-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Transient outlier matched forklift impact near cabinet wall.
-14522,2024-02-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.59,False,Supervisory alert generated after three consecutive threshold breaches.
-14523,2024-02-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.071,False,Humidity climbed during dock-door open period in afternoon shift.
-14524,2024-02-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.448,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14525,2024-02-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.352,False,Maintenance note logged for coupling imbalance inspection.
-14526,2024-02-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.918,False,Maintenance crew confirmed lubrication interval was missed.
-14527,2024-02-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.378,False,Unbalanced load introduced cyclical pressure ripple.
-14528,2024-02-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.538,False,Dust extraction fan offline for 18 minutes on line finishing.
-14529,2024-02-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14530,2024-02-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.402,False,Calibration check overdue by 11 days for press-line transducer.
-14531,2024-02-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.686,False,Humidity climbed during dock-door open period in afternoon shift.
-14532,2024-02-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.122,False,Temperature variance narrowed after coolant nozzle cleaning.
-14533,2024-02-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.17,False,Telemetry quality flag downgraded during sensor self-test window.
-14534,2024-02-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.452,False,Coolant loop adjustment reduced chamber temperature spread.
-14535,2024-02-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.915,False,Quality team requested trace review for lot 24-118B.
-14536,2024-02-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.425,False,Edge collector replayed buffered events after network recovery.
-14537,2024-02-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.429,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14538,2024-02-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.11,False,Packaging line stop reduced adjacent vibration background.
-14539,2024-02-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.398,False,Temperature variance narrowed after coolant nozzle cleaning.
-14540,2024-02-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.464,False,Machine throughput increase drove sustained pressure uplift.
-14541,2024-02-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.389,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14542,2024-02-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.851,False,Temperature variance narrowed after coolant nozzle cleaning.
-14543,2024-02-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.637,False,Quality hold reduced finishing booth activity for one shift.
-14544,2024-02-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.799,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14545,2024-02-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.022,False,Thermal overshoot event coincided with recipe change on furnace.
-14546,2024-02-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.244,False,Humidity climbed during dock-door open period in afternoon shift.
-14547,2024-02-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.081,False,Humidity excursion near finishing booth during coating run.
-14548,2024-02-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.957,False,Reliability engineer tagged sample window for model retraining.
-14549,2024-02-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.86,False,Bearing temperature rising faster than baseline on spindle cell.
-14550,2024-02-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.426,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14551,2024-02-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.941,False,Humidity readings track seasonal rise across late spring.
-14552,2024-02-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.138,False,Humidity climbed during dock-door open period in afternoon shift.
-14553,2024-02-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.003,False,Press cycle dwell time lengthened during high-volume batch.
-14554,2024-02-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.309,False,Coolant loop adjustment reduced chamber temperature spread.
-14555,2024-02-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Supervisory alert generated after three consecutive threshold breaches.
-14556,2024-02-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.854,False,Maintenance note logged for coupling imbalance inspection.
-14557,2024-02-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.398,False,Air handler maintenance reduced humidity variance on finishing line.
-14558,2024-02-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.709,False,Operator reset acknowledged after red-tag inspection.
-14559,2024-02-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.974,False,Calibration check overdue by 11 days for press-line transducer.
-14560,2024-02-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.975,False,Unbalanced load introduced cyclical pressure ripple.
-14561,2024-02-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.919,False,Humidity excursion near finishing booth during coating run.
-14562,2024-02-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.705,False,Thermal ramp exceeded expected warmup curve before shift start.
-14563,2024-02-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.185,False,Operator reset acknowledged after red-tag inspection.
-14564,2024-02-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.675,False,Unbalanced load introduced cyclical pressure ripple.
-14565,2024-02-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.561,False,Vibration baseline recovered after tool holder replacement.
-14566,2024-02-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.161,False,Sensor battery health remains nominal after firmware update.
-14567,2024-02-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.476,False,Humidity baseline improved after seal replacement.
-14568,2024-02-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.648,False,Supervisory alert generated after three consecutive threshold breaches.
-14569,2024-02-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.642,False,Shift handoff note referenced unusual noise near press enclosure.
-14570,2024-02-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.554,False,Hydraulic line pressure oscillation detected under load.
-14571,2024-02-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.75,False,Vibration harmonics broadened during extended production run.
-14572,2024-02-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.621,False,Sensor heartbeat delayed by one interval after gateway retry.
-14573,2024-02-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.287,False,Sensor enclosure opened for manual calibration verification.
-14574,2024-02-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.31,False,Humidity readings track seasonal rise across late spring.
-14575,2024-02-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.954,False,Pressure settled back to nominal after valve reseat.
-14576,2024-02-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.448,False,Press cycle dwell time lengthened during high-volume batch.
-14577,2024-02-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.96,False,Pressure settled back to nominal after valve reseat.
-14578,2024-02-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.577,False,Maintenance scheduler deferred calibration due to spare shortage.
-14579,2024-02-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.36,False,Condensation warning cleared after dehumidifier ramp-up.
-14580,2024-02-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.646,False,Supervisory alert generated after three consecutive threshold breaches.
-14581,2024-02-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.602,False,Edge collector replayed buffered events after network recovery.
-14582,2024-02-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.308,False,Pressure peak corresponds to oversized billet batch processing.
-14583,2024-02-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.65,False,Machine throughput increase drove sustained pressure uplift.
-14584,2024-02-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.504,False,Vibration baseline recovered after tool holder replacement.
-14585,2024-02-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.592,False,Press cycle dwell time lengthened during high-volume batch.
-14586,2024-02-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.167,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14587,2024-02-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.448,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14588,2024-02-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.545,False,Temperature variance narrowed after coolant nozzle cleaning.
-14589,2024-02-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.065,False,Transient outlier matched forklift impact near cabinet wall.
-14590,2024-02-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.808,False,Hydraulic line pressure oscillation detected under load.
-14591,2024-02-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.335,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14592,2024-02-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.08,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14593,2024-02-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.783,False,SCADA backfill inserted two delayed telemetry points.
-14594,2024-02-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.668,False,Machine throughput increase drove sustained pressure uplift.
-14595,2024-02-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.691,False,Quality team requested trace review for lot 24-118B.
-14596,2024-02-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.79,False,Temperature remained elevated during unscheduled overtime run.
-14597,2024-02-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.917,False,Operator reset acknowledged after red-tag inspection.
-14598,2024-02-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.427,False,Quality hold reduced finishing booth activity for one shift.
-14599,2024-02-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.865,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14600,2024-02-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.292,False,Air handler maintenance reduced humidity variance on finishing line.
-14601,2024-02-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.068,False,Packaging line stop reduced adjacent vibration background.
-14602,2024-02-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.998,False,Machine idle period extended during planned sanitation window.
-14603,2024-02-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.782,False,Sensor enclosure opened for manual calibration verification.
-14604,2024-02-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,52.67,False,Bearing temperature rising faster than baseline on spindle cell.
-14605,2024-02-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.358,False,Sensor heartbeat delayed by one interval after gateway retry.
-14606,2024-02-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.934,False,Sensor signal clipping observed during startup surge.
-14607,2024-02-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.815,False,Machine throughput increase drove sustained pressure uplift.
-14608,2024-02-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.604,False,SCADA backfill inserted two delayed telemetry points.
-14609,2024-02-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.923,False,Sensor signal clipping observed during startup surge.
-14610,2024-02-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,56.927,False,Pressure settled back to nominal after valve reseat.
-14611,2024-02-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.835,False,Condensation warning cleared after dehumidifier ramp-up.
-14612,2024-02-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.427,False,Calibration check overdue by 11 days for press-line transducer.
-14613,2024-02-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.746,False,Pressure peak corresponds to oversized billet batch processing.
-14614,2024-02-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.32,False,Telemetry quality flag downgraded during sensor self-test window.
-14615,2024-02-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.847,False,Air handler maintenance reduced humidity variance on finishing line.
-14616,2024-02-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.944,False,Operator reported intermittent chatter on machine CNC-04.
-14617,2024-02-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.863,False,Temperature variance narrowed after coolant nozzle cleaning.
-14618,2024-02-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.269,False,Operator reported intermittent chatter on machine CNC-04.
-14619,2024-02-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.123,False,Bearing temperature rising faster than baseline on spindle cell.
-14620,2024-02-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.056,False,Press cycle dwell time lengthened during high-volume batch.
-14621,2024-02-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.425,False,Temporary gateway failover completed without data loss.
-14622,2024-02-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.428,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14623,2024-02-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.95,False,Quality team requested trace review for lot 24-118B.
-14624,2024-02-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.456,False,Bearing temperature rising faster than baseline on spindle cell.
-14625,2024-02-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.929,False,Short-lived packet loss observed at edge gateway gw-02.
-14626,2024-02-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.767,False,Sensor heartbeat delayed by one interval after gateway retry.
-14627,2024-02-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.763,False,Air handler maintenance reduced humidity variance on finishing line.
-14628,2024-02-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.938,False,Reliability engineer tagged sample window for model retraining.
-14629,2024-02-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Temperature variance narrowed after coolant nozzle cleaning.
-14630,2024-02-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.499,False,Warning threshold updated for pilot predictive-maintenance model.
-14631,2024-02-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.17,False,Quality team requested trace review for lot 24-118B.
-14632,2024-02-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.656,False,Temperature variance narrowed after coolant nozzle cleaning.
-14633,2024-02-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.297,False,Transient outlier matched forklift impact near cabinet wall.
-14634,2024-02-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.855,False,Pressure peak corresponds to oversized billet batch processing.
-14635,2024-02-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.389,False,Maintenance crew confirmed lubrication interval was missed.
-14636,2024-02-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.593,False,SCADA backfill inserted two delayed telemetry points.
-14637,2024-02-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.824,False,Night shift startup produced higher than normal vibration floor.
-14638,2024-02-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.346,False,Hydraulic line pressure oscillation detected under load.
-14639,2024-02-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.841,False,Press cycle dwell time lengthened during high-volume batch.
-14640,2024-02-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.031,False,Sensor battery health remains nominal after firmware update.
-14641,2024-02-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.037,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14642,2024-02-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.874,False,Humidity readings track seasonal rise across late spring.
-14643,2024-02-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.129,False,Temperature remained elevated during unscheduled overtime run.
-14644,2024-02-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.259,False,Maintenance crew confirmed lubrication interval was missed.
-14645,2024-02-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.374,False,Warning threshold updated for pilot predictive-maintenance model.
-14646,2024-02-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.597,False,Night shift startup produced higher than normal vibration floor.
-14647,2024-02-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.099,False,Air handler maintenance reduced humidity variance on finishing line.
-14648,2024-02-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.18,False,Machine throughput increase drove sustained pressure uplift.
-14649,2024-02-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.528,False,Sensor heartbeat delayed by one interval after gateway retry.
-14650,2024-02-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.608,False,Edge collector replayed buffered events after network recovery.
-14651,2024-02-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.514,False,Vibration burst exceeds envelope during tool change cycle.
-14652,2024-02-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.695,False,Short-lived packet loss observed at edge gateway gw-02.
-14653,2024-02-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.638,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14654,2024-02-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.511,False,SCADA backfill inserted two delayed telemetry points.
-14655,2024-02-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.734,False,Humidity climbed during dock-door open period in afternoon shift.
-14656,2024-02-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.261,False,Thermal ramp exceeded expected warmup curve before shift start.
-14657,2024-02-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.269,False,Air handler maintenance reduced humidity variance on finishing line.
-14658,2024-02-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.71,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14659,2024-02-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.434,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14660,2024-02-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.81,False,Night shift startup produced higher than normal vibration floor.
-14661,2024-02-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.852,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14662,2024-02-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.326,False,Pressure peak corresponds to oversized billet batch processing.
-14663,2024-02-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.126,False,Supervisory alert generated after three consecutive threshold breaches.
-14664,2024-02-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.394,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14665,2024-02-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.312,False,Maintenance crew confirmed lubrication interval was missed.
-14666,2024-02-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.261,False,Night shift startup produced higher than normal vibration floor.
-14667,2024-02-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.95,False,Thermal ramp exceeded expected warmup curve before shift start.
-14668,2024-02-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.669,False,Transient outlier matched forklift impact near cabinet wall.
-14669,2024-02-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.939,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14670,2024-02-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.923,False,Maintenance scheduler deferred calibration due to spare shortage.
-14671,2024-02-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.389,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14672,2024-02-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.301,False,Vibration burst exceeds envelope during tool change cycle.
-14673,2024-02-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.452,False,Maintenance crew confirmed lubrication interval was missed.
-14674,2024-02-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.847,False,Night shift startup produced higher than normal vibration floor.
-14675,2024-02-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.093,False,Shift handoff note referenced unusual noise near press enclosure.
-14676,2024-02-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.955,False,Sensor enclosure opened for manual calibration verification.
-14677,2024-02-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.46,False,Sensor enclosure opened for manual calibration verification.
-14678,2024-02-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.921,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14679,2024-02-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.502,False,Vibration harmonics broadened during extended production run.
-14680,2024-02-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.331,False,Calibration check overdue by 11 days for press-line transducer.
-14681,2024-02-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.485,False,Temperature variance narrowed after coolant nozzle cleaning.
-14682,2024-02-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.849,False,Hydraulic line pressure oscillation detected under load.
-14683,2024-02-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.479,False,Pressure line purge completed before restart authorization.
-14684,2024-02-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.139,False,Dust extraction fan offline for 18 minutes on line finishing.
-14685,2024-02-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.083,False,Shift handoff note referenced unusual noise near press enclosure.
-14686,2024-02-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.008,False,Press cycle dwell time lengthened during high-volume batch.
-14687,2024-02-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.472,False,Shift handoff note referenced unusual noise near press enclosure.
-14688,2024-02-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.44,False,Night shift startup produced higher than normal vibration floor.
-14689,2024-02-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.348,False,Air handler maintenance reduced humidity variance on finishing line.
-14690,2024-02-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.246,False,Sensor enclosure opened for manual calibration verification.
-14691,2024-02-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.484,False,Maintenance crew confirmed lubrication interval was missed.
-14692,2024-02-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.396,False,Temperature variance narrowed after coolant nozzle cleaning.
-14693,2024-02-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.078,False,Temporary gateway failover completed without data loss.
-14694,2024-02-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.11,False,Short-lived packet loss observed at edge gateway gw-02.
-14695,2024-02-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.397,False,Edge collector replayed buffered events after network recovery.
-14696,2024-02-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.676,False,Temporary gateway failover completed without data loss.
-14697,2024-02-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.11,False,Edge collector replayed buffered events after network recovery.
-14698,2024-02-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.431,False,Transient outlier matched forklift impact near cabinet wall.
-14699,2024-02-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Temperature variance narrowed after coolant nozzle cleaning.
-14700,2024-02-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.494,False,Pressure peak corresponds to oversized billet batch processing.
-14701,2024-02-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.639,False,Pressure settled back to nominal after valve reseat.
-14702,2024-02-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.71,False,Temporary gateway failover completed without data loss.
-14703,2024-02-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Sensor enclosure opened for manual calibration verification.
-14704,2024-02-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.398,False,Temporary gateway failover completed without data loss.
-14705,2024-02-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.307,False,Calibration check overdue by 11 days for press-line transducer.
-14706,2024-02-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.894,False,Shift handoff note referenced unusual noise near press enclosure.
-14707,2024-02-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.802,False,Shift handoff note referenced unusual noise near press enclosure.
-14708,2024-02-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.714,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14709,2024-02-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.507,False,Machine idle period extended during planned sanitation window.
-14710,2024-02-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.712,False,Sensor enclosure opened for manual calibration verification.
-14711,2024-02-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.759,False,Humidity readings track seasonal rise across late spring.
-14712,2024-02-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.948,False,Operator reset acknowledged after red-tag inspection.
-14713,2024-02-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.874,False,Pressure peak corresponds to oversized billet batch processing.
-14714,2024-02-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.318,False,Shift handoff note referenced unusual noise near press enclosure.
-14715,2024-02-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.717,False,Operator reported intermittent chatter on machine CNC-04.
-14716,2024-02-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.335,False,Thermal ramp exceeded expected warmup curve before shift start.
-14717,2024-02-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.744,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14718,2024-02-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.218,False,Sensor signal clipping observed during startup surge.
-14719,2024-02-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.519,False,Sensor enclosure opened for manual calibration verification.
-14720,2024-02-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.382,False,Calibration check overdue by 11 days for press-line transducer.
-14721,2024-02-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.483,False,Calibration check overdue by 11 days for press-line transducer.
-14722,2024-02-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.309,False,Maintenance scheduler deferred calibration due to spare shortage.
-14723,2024-02-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.976,False,Humidity readings track seasonal rise across late spring.
-14724,2024-02-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.576,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14725,2024-02-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.943,False,Sensor heartbeat delayed by one interval after gateway retry.
-14726,2024-02-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.39,False,Air handler maintenance reduced humidity variance on finishing line.
-14727,2024-02-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.213,False,Operator reset acknowledged after red-tag inspection.
-14728,2024-02-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.323,False,Hydraulic line pressure oscillation detected under load.
-14729,2024-02-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.537,False,Quality team requested trace review for lot 24-118B.
-14730,2024-02-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.294,False,SCADA backfill inserted two delayed telemetry points.
-14731,2024-02-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.238,False,Quality hold reduced finishing booth activity for one shift.
-14732,2024-02-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.036,False,Vibration burst exceeds envelope during tool change cycle.
-14733,2024-02-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.67,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14734,2024-02-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.125,False,Temperature remained elevated during unscheduled overtime run.
-14735,2024-02-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,10.331,False,Machine throughput increase drove sustained pressure uplift.
-14736,2024-02-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.026,False,Anomaly review flagged possible bearing wear progression.
-14737,2024-02-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.4,False,Packaging line stop reduced adjacent vibration background.
-14738,2024-02-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.657,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14739,2024-02-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.27,False,Short-lived packet loss observed at edge gateway gw-02.
-14740,2024-02-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.963,False,Humidity readings track seasonal rise across late spring.
-14741,2024-02-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.51,False,Temperature variance narrowed after coolant nozzle cleaning.
-14742,2024-02-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.566,False,Machine idle period extended during planned sanitation window.
-14743,2024-02-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.419,False,Humidity readings track seasonal rise across late spring.
-14744,2024-02-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.23,False,Vibration baseline recovered after tool holder replacement.
-14745,2024-02-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.029,False,Night shift startup produced higher than normal vibration floor.
-14746,2024-02-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.842,False,Condensation warning cleared after dehumidifier ramp-up.
-14747,2024-02-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.788,False,Quality hold reduced finishing booth activity for one shift.
-14748,2024-02-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.352,False,Temperature remained elevated during unscheduled overtime run.
-14749,2024-02-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.218,False,Shift handoff note referenced unusual noise near press enclosure.
-14750,2024-02-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.095,False,Calibration check overdue by 11 days for press-line transducer.
-14751,2024-02-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.545,False,Vibration burst exceeds envelope during tool change cycle.
-14752,2024-02-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.914,False,Warning threshold updated for pilot predictive-maintenance model.
-14753,2024-02-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.627,False,Unbalanced load introduced cyclical pressure ripple.
-14754,2024-02-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.716,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14755,2024-02-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.298,False,Condensation warning cleared after dehumidifier ramp-up.
-14756,2024-02-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.697,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14757,2024-02-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.556,False,Pressure settled back to nominal after valve reseat.
-14758,2024-02-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.029,False,Sensor signal clipping observed during startup surge.
-14759,2024-02-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.624,False,Coolant loop adjustment reduced chamber temperature spread.
-14760,2024-02-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.594,False,Humidity climbed during dock-door open period in afternoon shift.
-14761,2024-02-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.778,False,Anomaly review flagged possible bearing wear progression.
-14762,2024-02-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.803,False,Anomaly review flagged possible bearing wear progression.
-14763,2024-02-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.455,False,Hydraulic line pressure oscillation detected under load.
-14764,2024-02-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.546,False,Vibration harmonics broadened during extended production run.
-14765,2024-02-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.221,False,Anomaly review flagged possible bearing wear progression.
-14766,2024-02-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.401,False,Quality hold reduced finishing booth activity for one shift.
-14767,2024-02-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.629,False,Pressure peak corresponds to oversized billet batch processing.
-14768,2024-02-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.468,False,Night shift startup produced higher than normal vibration floor.
-14769,2024-02-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.626,False,Shift handoff note referenced unusual noise near press enclosure.
-14770,2024-02-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.59,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14771,2024-02-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.384,False,Maintenance crew confirmed lubrication interval was missed.
-14772,2024-02-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.34,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14773,2024-02-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.639,False,Press cycle dwell time lengthened during high-volume batch.
-14774,2024-02-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.763,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14775,2024-02-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.838,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14776,2024-02-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.387,False,Vibration baseline recovered after tool holder replacement.
-14777,2024-02-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.649,False,Pressure peak corresponds to oversized billet batch processing.
-14778,2024-02-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.106,False,Maintenance note logged for coupling imbalance inspection.
-14779,2024-02-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.149,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14780,2024-02-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.491,False,Sensor enclosure opened for manual calibration verification.
-14781,2024-02-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.918,False,Thermal ramp exceeded expected warmup curve before shift start.
-14782,2024-02-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.223,False,Temporary gateway failover completed without data loss.
-14783,2024-02-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.233,False,Condensation warning cleared after dehumidifier ramp-up.
-14784,2024-02-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.497,False,Humidity readings track seasonal rise across late spring.
-14785,2024-02-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.242,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14786,2024-02-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.753,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14787,2024-02-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.251,False,Thermal overshoot event coincided with recipe change on furnace.
-14788,2024-02-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.146,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14789,2024-02-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.645,False,Telemetry quality flag downgraded during sensor self-test window.
-14790,2024-02-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.374,False,Maintenance crew confirmed lubrication interval was missed.
-14791,2024-02-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.635,False,Pressure line purge completed before restart authorization.
-14792,2024-02-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.291,False,Reliability engineer tagged sample window for model retraining.
-14793,2024-02-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.569,False,Maintenance crew confirmed lubrication interval was missed.
-14794,2024-02-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.811,False,Sensor battery health remains nominal after firmware update.
-14795,2024-02-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.553,False,Vibration harmonics broadened during extended production run.
-14796,2024-02-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.814,False,Sensor signal clipping observed during startup surge.
-14797,2024-02-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Reliability engineer tagged sample window for model retraining.
-14798,2024-02-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.332,False,Press cycle dwell time lengthened during high-volume batch.
-14799,2024-02-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.64,False,Temperature variance narrowed after coolant nozzle cleaning.
-14800,2024-02-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.255,False,Temperature variance narrowed after coolant nozzle cleaning.
-14801,2024-02-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.552,False,Air handler maintenance reduced humidity variance on finishing line.
-14802,2024-02-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.153,False,Vibration harmonics broadened during extended production run.
-14803,2024-02-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.868,False,Supervisory alert generated after three consecutive threshold breaches.
-14804,2024-02-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.074,False,Calibration check overdue by 11 days for press-line transducer.
-14805,2024-02-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.661,False,Humidity readings track seasonal rise across late spring.
-14806,2024-02-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.786,False,Short-lived packet loss observed at edge gateway gw-02.
-14807,2024-02-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.189,False,Calibration check overdue by 11 days for press-line transducer.
-14808,2024-02-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.798,False,SCADA backfill inserted two delayed telemetry points.
-14809,2024-02-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Sensor enclosure opened for manual calibration verification.
-14810,2024-02-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.149,False,Sensor signal clipping observed during startup surge.
-14811,2024-02-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.63,False,Air handler maintenance reduced humidity variance on finishing line.
-14812,2024-02-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.353,False,Packaging line stop reduced adjacent vibration background.
-14813,2024-02-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.005,False,Humidity excursion near finishing booth during coating run.
-14814,2024-02-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.047,False,Air handler maintenance reduced humidity variance on finishing line.
-14815,2024-02-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.375,False,Anomaly review flagged possible bearing wear progression.
-14816,2024-02-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.968,False,Unbalanced load introduced cyclical pressure ripple.
-14817,2024-02-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.342,False,Transient outlier matched forklift impact near cabinet wall.
-14818,2024-02-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.488,False,Pressure settled back to nominal after valve reseat.
-14819,2024-02-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.965,False,Coolant loop adjustment reduced chamber temperature spread.
-14820,2024-02-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.175,False,Condensation warning cleared after dehumidifier ramp-up.
-14821,2024-02-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.762,False,Operator reported intermittent chatter on machine CNC-04.
-14822,2024-02-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.544,False,Coolant loop adjustment reduced chamber temperature spread.
-14823,2024-02-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.983,False,Maintenance note logged for coupling imbalance inspection.
-14824,2024-02-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.654,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14825,2024-02-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,Pressure settled back to nominal after valve reseat.
-14826,2024-02-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.975,False,Warning threshold updated for pilot predictive-maintenance model.
-14827,2024-02-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.563,False,Vibration harmonics broadened during extended production run.
-14828,2024-02-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.982,False,Coolant loop adjustment reduced chamber temperature spread.
-14829,2024-02-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.768,False,Pressure line purge completed before restart authorization.
-14830,2024-02-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.952,False,Condensation warning cleared after dehumidifier ramp-up.
-14831,2024-02-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.14,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14832,2024-02-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.121,False,Humidity readings track seasonal rise across late spring.
-14833,2024-02-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.401,False,Humidity readings track seasonal rise across late spring.
-14834,2024-02-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.663,False,Quality hold reduced finishing booth activity for one shift.
-14835,2024-02-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.628,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14836,2024-02-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.467,False,Pressure line purge completed before restart authorization.
-14837,2024-02-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.194,False,Operator reported intermittent chatter on machine CNC-04.
-14838,2024-02-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.842,False,Calibration check overdue by 11 days for press-line transducer.
-14839,2024-02-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.531,False,Vibration harmonics broadened during extended production run.
-14840,2024-02-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.312,False,Pressure peak corresponds to oversized billet batch processing.
-14841,2024-02-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Machine idle period extended during planned sanitation window.
-14842,2024-02-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.299,False,Sensor battery health remains nominal after firmware update.
-14843,2024-02-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.796,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14844,2024-02-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.348,False,Bearing temperature rising faster than baseline on spindle cell.
-14845,2024-02-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.501,False,Humidity baseline improved after seal replacement.
-14846,2024-02-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.021,False,Bearing temperature rising faster than baseline on spindle cell.
-14847,2024-02-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.054,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14848,2024-02-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.14,False,Temperature remained elevated during unscheduled overtime run.
-14849,2024-02-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.431,False,Humidity baseline improved after seal replacement.
-14850,2024-02-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.806,False,Vibration burst exceeds envelope during tool change cycle.
-14851,2024-02-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.896,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14852,2024-02-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.043,False,Humidity baseline improved after seal replacement.
-14853,2024-02-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.295,False,Night shift startup produced higher than normal vibration floor.
-14854,2024-02-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.011,False,Temporary gateway failover completed without data loss.
-14855,2024-02-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.449,False,Calibration check overdue by 11 days for press-line transducer.
-14856,2024-02-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.195,False,Anomaly review flagged possible bearing wear progression.
-14857,2024-02-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.076,False,Humidity baseline improved after seal replacement.
-14858,2024-02-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.707,False,Telemetry quality flag downgraded during sensor self-test window.
-14859,2024-02-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.078,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14860,2024-02-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.849,False,Ambient temperature stabilized after HVAC stage-two engagement.
-14861,2024-02-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.667,False,Humidity climbed during dock-door open period in afternoon shift.
-14862,2024-02-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.678,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14863,2024-02-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.058,False,Temperature remained elevated during unscheduled overtime run.
-14864,2024-02-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.01,False,Operator reported intermittent chatter on machine CNC-04.
-14865,2024-02-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.413,False,Packaging line stop reduced adjacent vibration background.
-14866,2024-02-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.63,False,Unbalanced load introduced cyclical pressure ripple.
-14867,2024-02-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.235,False,Packaging line stop reduced adjacent vibration background.
-14868,2024-02-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.425,False,Humidity readings track seasonal rise across late spring.
-14869,2024-02-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.249,False,Pressure peak corresponds to oversized billet batch processing.
-14870,2024-02-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.164,False,Maintenance note logged for coupling imbalance inspection.
-14871,2024-02-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.531,False,Sensor battery health remains nominal after firmware update.
-14872,2024-02-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,54.117,False,Pressure settled back to nominal after valve reseat.
-14873,2024-02-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.392,False,Sensor enclosure opened for manual calibration verification.
-14874,2024-02-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.964,False,Packaging line stop reduced adjacent vibration background.
-14875,2024-02-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.921,False,SCADA backfill inserted two delayed telemetry points.
-14876,2024-02-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.833,False,Night shift startup produced higher than normal vibration floor.
-14877,2024-02-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.719,False,Air handler maintenance reduced humidity variance on finishing line.
-14878,2024-02-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.322,False,Telemetry quality flag downgraded during sensor self-test window.
-14879,2024-02-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.84,False,Operator reset acknowledged after red-tag inspection.
-14880,2024-02-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.606,False,Operator reset acknowledged after red-tag inspection.
-14881,2024-02-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.114,False,Unbalanced load introduced cyclical pressure ripple.
-14882,2024-02-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.862,False,Maintenance scheduler deferred calibration due to spare shortage.
-14883,2024-02-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.812,False,Maintenance scheduler deferred calibration due to spare shortage.
-14884,2024-02-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.837,False,Vibration burst exceeds envelope during tool change cycle.
-14885,2024-02-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.568,False,Quality hold reduced finishing booth activity for one shift.
-14886,2024-02-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.413,False,Machine throughput increase drove sustained pressure uplift.
-14887,2024-02-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.99,False,Quality hold reduced finishing booth activity for one shift.
-14888,2024-02-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.424,False,Sensor heartbeat delayed by one interval after gateway retry.
-14889,2024-02-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.332,False,Thermal overshoot event coincided with recipe change on furnace.
-14890,2024-02-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.831,False,Supervisory alert generated after three consecutive threshold breaches.
-14891,2024-02-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.982,False,Temporary gateway failover completed without data loss.
-14892,2024-02-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.239,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14893,2024-02-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.596,False,Thermal ramp exceeded expected warmup curve before shift start.
-14894,2024-02-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.255,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14895,2024-02-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.027,False,Humidity excursion near finishing booth during coating run.
-14896,2024-02-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.873,False,Shift handoff note referenced unusual noise near press enclosure.
-14897,2024-02-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.486,False,Quality hold reduced finishing booth activity for one shift.
-14898,2024-02-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.406,False,Vibration baseline recovered after tool holder replacement.
-14899,2024-02-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.194,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14900,2024-02-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.49,False,Thermal ramp exceeded expected warmup curve before shift start.
-14901,2024-02-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.695,False,Telemetry quality flag downgraded during sensor self-test window.
-14902,2024-02-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.062,False,Sensor battery health remains nominal after firmware update.
-14903,2024-02-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.194,False,Short-lived packet loss observed at edge gateway gw-02.
-14904,2024-02-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.017,False,Maintenance crew confirmed lubrication interval was missed.
-14905,2024-02-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,SCADA backfill inserted two delayed telemetry points.
-14906,2024-02-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.806,False,Quality hold reduced finishing booth activity for one shift.
-14907,2024-02-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.561,False,Supervisory alert generated after three consecutive threshold breaches.
-14908,2024-02-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.534,False,Maintenance note logged for coupling imbalance inspection.
-14909,2024-02-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.462,False,Coolant loop adjustment reduced chamber temperature spread.
-14910,2024-02-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.231,False,Sensor signal clipping observed during startup surge.
-14911,2024-02-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.686,False,Supervisory alert generated after three consecutive threshold breaches.
-14912,2024-02-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.163,False,Quality team requested trace review for lot 24-118B.
-14913,2024-02-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.632,False,Telemetry quality flag downgraded during sensor self-test window.
-14914,2024-02-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.8,False,Short-lived packet loss observed at edge gateway gw-02.
-14915,2024-02-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.871,False,Supervisory alert generated after three consecutive threshold breaches.
-14916,2024-02-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.809,False,Humidity climbed during dock-door open period in afternoon shift.
-14917,2024-02-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.386,False,Pressure settled back to nominal after valve reseat.
-14918,2024-02-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.282,False,Maintenance scheduler deferred calibration due to spare shortage.
-14919,2024-02-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.656,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14920,2024-02-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.719,False,Pressure line purge completed before restart authorization.
-14921,2024-02-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.529,False,Temperature remained elevated during unscheduled overtime run.
-14922,2024-02-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.216,False,Quality hold reduced finishing booth activity for one shift.
-14923,2024-02-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14924,2024-02-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.731,False,Maintenance crew confirmed lubrication interval was missed.
-14925,2024-02-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.781,False,Quality hold reduced finishing booth activity for one shift.
-14926,2024-02-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.329,False,Edge collector replayed buffered events after network recovery.
-14927,2024-02-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.309,False,Air handler maintenance reduced humidity variance on finishing line.
-14928,2024-02-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.843,False,Air handler maintenance reduced humidity variance on finishing line.
-14929,2024-02-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.11,False,Quality team requested trace review for lot 24-118B.
-14930,2024-02-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.725,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14931,2024-02-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.102,False,Quality team requested trace review for lot 24-118B.
-14932,2024-02-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.583,False,Packaging line stop reduced adjacent vibration background.
-14933,2024-02-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.255,False,Humidity excursion near finishing booth during coating run.
-14934,2024-02-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.852,False,Dust extraction fan offline for 18 minutes on line finishing.
-14935,2024-02-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Temperature variance narrowed after coolant nozzle cleaning.
-14936,2024-02-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.064,False,Sensor 3 drift suspected after cross-check with manual gauge.
-14937,2024-02-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.779,False,Unbalanced load introduced cyclical pressure ripple.
-14938,2024-02-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.281,False,Edge collector replayed buffered events after network recovery.
-14939,2024-02-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.438,False,Temporary gateway failover completed without data loss.
-14940,2024-02-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.613,False,Compressed air fluctuation introduced pressure noise for two cycles.
-14941,2024-02-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Maintenance crew confirmed lubrication interval was missed.
-14942,2024-02-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.077,False,Vibration baseline recovered after tool holder replacement.
-14943,2024-02-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.85,False,Maintenance scheduler deferred calibration due to spare shortage.
-14944,2024-02-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.287,False,Maintenance crew confirmed lubrication interval was missed.
-14945,2024-02-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.545,False,Operator reported intermittent chatter on machine CNC-04.
-14946,2024-02-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.682,False,Maintenance scheduler deferred calibration due to spare shortage.
-14947,2024-02-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.799,False,Machine idle period extended during planned sanitation window.
-14948,2024-02-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.906,False,Operator reported intermittent chatter on machine CNC-04.
-14949,2024-02-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.383,False,Heat-treat furnace door cycling increased localized temperature spikes.
-14950,2024-02-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.018,False,Dust extraction fan offline for 18 minutes on line finishing.
-14951,2024-02-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.991,False,Temporary gateway failover completed without data loss.
-14952,2024-02-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.156,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-14953,2024-02-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.277,False,Short-lived packet loss observed at edge gateway gw-02.
-14954,2024-02-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.556,False,Telemetry quality flag downgraded during sensor self-test window.
-14955,2024-02-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.319,False,Humidity climbed during dock-door open period in afternoon shift.
-14956,2024-02-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.353,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14957,2024-02-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.744,False,Packaging line stop reduced adjacent vibration background.
-14958,2024-02-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.075,False,SCADA backfill inserted two delayed telemetry points.
-14959,2024-02-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.566,False,Quality team requested trace review for lot 24-118B.
-14960,2024-02-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.771,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-14961,2024-02-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.615,False,Reliability engineer tagged sample window for model retraining.
-14962,2024-02-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.32,False,Maintenance crew confirmed lubrication interval was missed.
-14963,2024-02-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.552,False,Quality team requested trace review for lot 24-118B.
-14964,2024-02-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.307,False,Sensor heartbeat delayed by one interval after gateway retry.
-14965,2024-02-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.84,False,Warning threshold updated for pilot predictive-maintenance model.
-14966,2024-02-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.848,False,Anomaly review flagged possible bearing wear progression.
-14967,2024-02-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.787,False,Vibration baseline recovered after tool holder replacement.
-14968,2024-02-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.824,False,Supervisory alert generated after three consecutive threshold breaches.
-14969,2024-02-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.535,False,Edge collector replayed buffered events after network recovery.
-14970,2024-02-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.768,False,Packaging line stop reduced adjacent vibration background.
-14971,2024-02-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.631,False,Maintenance note logged for coupling imbalance inspection.
-14972,2024-02-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.2,False,Pressure line purge completed before restart authorization.
-14973,2024-02-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.576,False,Anomaly review flagged possible bearing wear progression.
-14974,2024-02-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.091,False,Short-lived packet loss observed at edge gateway gw-02.
-14975,2024-02-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Machine throughput increase drove sustained pressure uplift.
-14976,2024-02-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.418,False,Vibration burst exceeds envelope during tool change cycle.
-14977,2024-02-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.875,False,Condensation warning cleared after dehumidifier ramp-up.
-14978,2024-02-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.374,False,Warning threshold updated for pilot predictive-maintenance model.
-14979,2024-02-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.995,False,Sensor heartbeat delayed by one interval after gateway retry.
-14980,2024-02-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.496,False,Vibration harmonics broadened during extended production run.
-14981,2024-02-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.902,False,Quality team requested trace review for lot 24-118B.
-14982,2024-02-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.489,False,Humidity readings track seasonal rise across late spring.
-14983,2024-02-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.732,False,Dust extraction fan offline for 18 minutes on line finishing.
-14984,2024-02-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.467,False,Maintenance crew confirmed lubrication interval was missed.
-14985,2024-02-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,Sensor heartbeat delayed by one interval after gateway retry.
-14986,2024-02-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.884,False,Humidity climbed during dock-door open period in afternoon shift.
-14987,2024-02-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.197,False,Sensor enclosure opened for manual calibration verification.
-14988,2024-02-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.206,False,Operator reset acknowledged after red-tag inspection.
-14989,2024-02-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.561,False,Transient outlier matched forklift impact near cabinet wall.
-14990,2024-02-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.421,False,Hydraulic line pressure oscillation detected under load.
-14991,2024-02-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.883,False,Sensor battery health remains nominal after firmware update.
-14992,2024-02-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.958,False,Vibration harmonics broadened during extended production run.
-14993,2024-02-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.569,False,Vibration baseline recovered after tool holder replacement.
-14994,2024-02-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.975,False,Unbalanced load introduced cyclical pressure ripple.
-14995,2024-02-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.497,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-14996,2024-02-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.378,False,Quality hold reduced finishing booth activity for one shift.
-14997,2024-02-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.335,False,Temperature remained elevated during unscheduled overtime run.
-14998,2024-02-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.201,False,Temperature variance narrowed after coolant nozzle cleaning.
-14999,2024-02-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.837,False,Sensor battery health remains nominal after firmware update.
-15000,2024-02-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.031,False,Vibration baseline recovered after tool holder replacement.
-15001,2024-02-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Vibration harmonics broadened during extended production run.
-15002,2024-02-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.019,False,Humidity baseline improved after seal replacement.
-15003,2024-02-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.989,False,Packaging line stop reduced adjacent vibration background.
-15004,2024-02-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.414,False,Pressure line purge completed before restart authorization.
-15005,2024-02-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.948,False,Pressure line purge completed before restart authorization.
-15006,2024-02-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.083,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15007,2024-02-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.753,False,Condensation warning cleared after dehumidifier ramp-up.
-15008,2024-02-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.797,False,Hydraulic line pressure oscillation detected under load.
-15009,2024-02-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.149,False,Press cycle dwell time lengthened during high-volume batch.
-15010,2024-02-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.819,False,Bearing temperature rising faster than baseline on spindle cell.
-15011,2024-02-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.054,False,Temperature variance narrowed after coolant nozzle cleaning.
-15012,2024-02-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.103,False,Machine throughput increase drove sustained pressure uplift.
-15013,2024-02-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.156,False,Humidity baseline improved after seal replacement.
-15014,2024-02-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.248,False,Sensor signal clipping observed during startup surge.
-15015,2024-02-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.502,False,Quality hold reduced finishing booth activity for one shift.
-15016,2024-02-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.197,False,Calibration check overdue by 11 days for press-line transducer.
-15017,2024-02-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.965,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15018,2024-02-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.548,False,Machine idle period extended during planned sanitation window.
-15019,2024-02-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.166,False,Unbalanced load introduced cyclical pressure ripple.
-15020,2024-02-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.099,False,Dust extraction fan offline for 18 minutes on line finishing.
-15021,2024-02-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.137,False,Vibration burst exceeds envelope during tool change cycle.
-15022,2024-02-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.762,False,Short-lived packet loss observed at edge gateway gw-02.
-15023,2024-02-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15024,2024-02-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.828,False,Telemetry quality flag downgraded during sensor self-test window.
-15025,2024-02-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.359,False,Warning threshold updated for pilot predictive-maintenance model.
-15026,2024-02-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.613,False,Sensor signal clipping observed during startup surge.
-15027,2024-02-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.873,False,Maintenance scheduler deferred calibration due to spare shortage.
-15028,2024-02-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.722,False,Temperature variance narrowed after coolant nozzle cleaning.
-15029,2024-02-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.108,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15030,2024-02-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.628,False,Condensation warning cleared after dehumidifier ramp-up.
-15031,2024-02-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.182,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15032,2024-02-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.67,False,Vibration baseline recovered after tool holder replacement.
-15033,2024-02-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.632,False,Reliability engineer tagged sample window for model retraining.
-15034,2024-02-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.546,False,Humidity climbed during dock-door open period in afternoon shift.
-15035,2024-02-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.059,False,Telemetry quality flag downgraded during sensor self-test window.
-15036,2024-02-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.441,False,Reliability engineer tagged sample window for model retraining.
-15037,2024-02-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.424,False,Air handler maintenance reduced humidity variance on finishing line.
-15038,2024-02-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.712,False,Humidity excursion near finishing booth during coating run.
-15039,2024-02-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.913,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15040,2024-02-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.209,False,Supervisory alert generated after three consecutive threshold breaches.
-15041,2024-02-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.802,False,Packaging line stop reduced adjacent vibration background.
-15042,2024-02-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.384,False,Short-lived packet loss observed at edge gateway gw-02.
-15043,2024-02-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.204,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15044,2024-02-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.926,False,Quality hold reduced finishing booth activity for one shift.
-15045,2024-02-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.95,False,Thermal ramp exceeded expected warmup curve before shift start.
-15046,2024-02-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.336,False,Supervisory alert generated after three consecutive threshold breaches.
-15047,2024-02-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.939,False,Temperature variance narrowed after coolant nozzle cleaning.
-15048,2024-02-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.814,False,Bearing temperature rising faster than baseline on spindle cell.
-15049,2024-02-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.891,False,Anomaly review flagged possible bearing wear progression.
-15050,2024-02-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.428,False,Sensor heartbeat delayed by one interval after gateway retry.
-15051,2024-02-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.541,False,Thermal overshoot event coincided with recipe change on furnace.
-15052,2024-02-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.337,False,Pressure settled back to nominal after valve reseat.
-15053,2024-02-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.767,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15054,2024-02-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.903,False,Humidity excursion near finishing booth during coating run.
-15055,2024-02-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.056,False,Sensor enclosure opened for manual calibration verification.
-15056,2024-02-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.519,False,Coolant loop adjustment reduced chamber temperature spread.
-15057,2024-02-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.637,False,Night shift startup produced higher than normal vibration floor.
-15058,2024-02-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.504,False,Edge collector replayed buffered events after network recovery.
-15059,2024-02-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.19,False,Bearing temperature rising faster than baseline on spindle cell.
-15060,2024-02-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.15,False,SCADA backfill inserted two delayed telemetry points.
-15061,2024-02-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.611,False,Pressure settled back to nominal after valve reseat.
-15062,2024-02-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.617,False,Maintenance note logged for coupling imbalance inspection.
-15063,2024-02-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.074,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15064,2024-02-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.317,False,Calibration check overdue by 11 days for press-line transducer.
-15065,2024-02-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.113,False,Maintenance scheduler deferred calibration due to spare shortage.
-15066,2024-02-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.175,False,Thermal ramp exceeded expected warmup curve before shift start.
-15067,2024-02-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.557,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15068,2024-02-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.382,False,Quality hold reduced finishing booth activity for one shift.
-15069,2024-02-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.679,False,Reliability engineer tagged sample window for model retraining.
-15070,2024-02-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.229,False,Machine idle period extended during planned sanitation window.
-15071,2024-02-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.548,False,Temperature variance narrowed after coolant nozzle cleaning.
-15072,2024-02-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.477,False,Vibration harmonics broadened during extended production run.
-15073,2024-02-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.635,False,Supervisory alert generated after three consecutive threshold breaches.
-15074,2024-02-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.827,False,Reliability engineer tagged sample window for model retraining.
-15075,2024-02-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.975,False,Shift handoff note referenced unusual noise near press enclosure.
-15076,2024-02-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.7,False,Humidity readings track seasonal rise across late spring.
-15077,2024-02-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.421,False,Air handler maintenance reduced humidity variance on finishing line.
-15078,2024-02-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.348,False,Humidity climbed during dock-door open period in afternoon shift.
-15079,2024-02-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.787,False,Operator reset acknowledged after red-tag inspection.
-15080,2024-02-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.249,False,Thermal ramp exceeded expected warmup curve before shift start.
-15081,2024-02-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.159,False,Sensor signal clipping observed during startup surge.
-15082,2024-02-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.887,False,Sensor battery health remains nominal after firmware update.
-15083,2024-02-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.636,False,Anomaly review flagged possible bearing wear progression.
-15084,2024-02-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.734,False,Sensor signal clipping observed during startup surge.
-15085,2024-02-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.959,False,Temporary gateway failover completed without data loss.
-15086,2024-02-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.56,False,Bearing temperature rising faster than baseline on spindle cell.
-15087,2024-02-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.629,False,Reliability engineer tagged sample window for model retraining.
-15088,2024-02-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.891,False,Temperature variance narrowed after coolant nozzle cleaning.
-15089,2024-02-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.977,False,Vibration harmonics broadened during extended production run.
-15090,2024-02-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.8,False,Operator reset acknowledged after red-tag inspection.
-15091,2024-02-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Thermal overshoot event coincided with recipe change on furnace.
-15092,2024-02-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.33,False,Humidity excursion near finishing booth during coating run.
-15093,2024-02-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Reliability engineer tagged sample window for model retraining.
-15094,2024-02-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.186,False,Pressure peak corresponds to oversized billet batch processing.
-15095,2024-02-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.952,False,Pressure settled back to nominal after valve reseat.
-15096,2024-02-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,56.674,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15097,2024-02-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.925,False,Pressure settled back to nominal after valve reseat.
-15098,2024-02-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.637,False,Maintenance scheduler deferred calibration due to spare shortage.
-15099,2024-02-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.669,False,Sensor battery health remains nominal after firmware update.
-15100,2024-02-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.105,False,Transient outlier matched forklift impact near cabinet wall.
-15101,2024-02-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.233,False,Sensor battery health remains nominal after firmware update.
-15102,2024-02-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.6,False,Condensation warning cleared after dehumidifier ramp-up.
-15103,2024-02-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.507,False,Vibration baseline recovered after tool holder replacement.
-15104,2024-02-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.367,False,Sensor battery health remains nominal after firmware update.
-15105,2024-02-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.571,False,Sensor battery health remains nominal after firmware update.
-15106,2024-02-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.932,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15107,2024-02-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.767,False,Bearing temperature rising faster than baseline on spindle cell.
-15108,2024-02-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.143,False,Supervisory alert generated after three consecutive threshold breaches.
-15109,2024-02-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.187,False,Unbalanced load introduced cyclical pressure ripple.
-15110,2024-02-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.559,False,Transient outlier matched forklift impact near cabinet wall.
-15111,2024-02-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.17,False,Sensor battery health remains nominal after firmware update.
-15112,2024-02-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.904,False,Edge collector replayed buffered events after network recovery.
-15113,2024-02-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.848,False,Warning threshold updated for pilot predictive-maintenance model.
-15114,2024-02-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.561,False,Vibration burst exceeds envelope during tool change cycle.
-15115,2024-02-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.529,False,Vibration harmonics broadened during extended production run.
-15116,2024-02-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.99,False,Pressure peak corresponds to oversized billet batch processing.
-15117,2024-02-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.568,False,Machine idle period extended during planned sanitation window.
-15118,2024-02-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.624,False,Sensor signal clipping observed during startup surge.
-15119,2024-02-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.076,False,Shift handoff note referenced unusual noise near press enclosure.
-15120,2024-02-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.233,False,Sensor signal clipping observed during startup surge.
-15121,2024-02-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Machine idle period extended during planned sanitation window.
-15122,2024-02-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.542,False,Reliability engineer tagged sample window for model retraining.
-15123,2024-02-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.441,False,Operator reset acknowledged after red-tag inspection.
-15124,2024-02-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.567,False,Transient outlier matched forklift impact near cabinet wall.
-15125,2024-02-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.243,False,Hydraulic line pressure oscillation detected under load.
-15126,2024-02-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.473,False,Vibration burst exceeds envelope during tool change cycle.
-15127,2024-02-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.443,False,Calibration check overdue by 11 days for press-line transducer.
-15128,2024-02-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.042,False,Pressure peak corresponds to oversized billet batch processing.
-15129,2024-02-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.944,False,Edge collector replayed buffered events after network recovery.
-15130,2024-02-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.504,False,Humidity climbed during dock-door open period in afternoon shift.
-15131,2024-02-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.378,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15132,2024-02-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.511,False,Packaging line stop reduced adjacent vibration background.
-15133,2024-02-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.316,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15134,2024-02-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.15,False,Sensor enclosure opened for manual calibration verification.
-15135,2024-02-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.071,False,Maintenance scheduler deferred calibration due to spare shortage.
-15136,2024-02-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.553,False,Quality hold reduced finishing booth activity for one shift.
-15137,2024-02-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.322,False,Press cycle dwell time lengthened during high-volume batch.
-15138,2024-02-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.099,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15139,2024-02-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.785,False,Sensor battery health remains nominal after firmware update.
-15140,2024-02-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.544,False,Machine throughput increase drove sustained pressure uplift.
-15141,2024-02-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.005,False,Telemetry quality flag downgraded during sensor self-test window.
-15142,2024-02-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.237,False,SCADA backfill inserted two delayed telemetry points.
-15143,2024-02-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.207,False,Pressure line purge completed before restart authorization.
-15144,2024-02-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.292,False,Pressure peak corresponds to oversized billet batch processing.
-15145,2024-02-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.666,False,Humidity excursion near finishing booth during coating run.
-15146,2024-02-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.303,False,Machine throughput increase drove sustained pressure uplift.
-15147,2024-02-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.186,False,Edge collector replayed buffered events after network recovery.
-15148,2024-02-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.059,False,Night shift startup produced higher than normal vibration floor.
-15149,2024-02-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.957,False,Sensor enclosure opened for manual calibration verification.
-15150,2024-02-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.716,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15151,2024-02-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.918,False,Shift handoff note referenced unusual noise near press enclosure.
-15152,2024-02-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.396,False,Condensation warning cleared after dehumidifier ramp-up.
-15153,2024-02-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Condensation warning cleared after dehumidifier ramp-up.
-15154,2024-02-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.886,False,Shift handoff note referenced unusual noise near press enclosure.
-15155,2024-02-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.026,False,Pressure settled back to nominal after valve reseat.
-15156,2024-02-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.003,False,Transient outlier matched forklift impact near cabinet wall.
-15157,2024-02-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.158,False,Quality hold reduced finishing booth activity for one shift.
-15158,2024-02-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.822,False,Calibration check overdue by 11 days for press-line transducer.
-15159,2024-02-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.827,False,Dust extraction fan offline for 18 minutes on line finishing.
-15160,2024-02-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.109,False,Telemetry quality flag downgraded during sensor self-test window.
-15161,2024-02-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.93,False,Vibration harmonics broadened during extended production run.
-15162,2024-02-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.227,False,Unbalanced load introduced cyclical pressure ripple.
-15163,2024-02-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.359,False,Transient outlier matched forklift impact near cabinet wall.
-15164,2024-02-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.167,False,Sensor enclosure opened for manual calibration verification.
-15165,2024-02-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.297,False,Coolant loop adjustment reduced chamber temperature spread.
-15166,2024-02-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.509,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15167,2024-02-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.788,False,Edge collector replayed buffered events after network recovery.
-15168,2024-02-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.929,False,Calibration check overdue by 11 days for press-line transducer.
-15169,2024-02-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Quality hold reduced finishing booth activity for one shift.
-15170,2024-02-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.776,False,Reliability engineer tagged sample window for model retraining.
-15171,2024-02-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.332,False,Telemetry quality flag downgraded during sensor self-test window.
-15172,2024-02-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.927,False,Temperature remained elevated during unscheduled overtime run.
-15173,2024-02-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.031,False,Sensor heartbeat delayed by one interval after gateway retry.
-15174,2024-02-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.335,False,Maintenance crew confirmed lubrication interval was missed.
-15175,2024-02-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15176,2024-02-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.697,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15177,2024-02-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.334,False,Short-lived packet loss observed at edge gateway gw-02.
-15178,2024-02-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.09,False,Humidity baseline improved after seal replacement.
-15179,2024-02-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.397,False,Condensation warning cleared after dehumidifier ramp-up.
-15180,2024-02-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.056,False,Shift handoff note referenced unusual noise near press enclosure.
-15181,2024-02-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.525,False,Pressure line purge completed before restart authorization.
-15182,2024-02-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.958,False,Transient outlier matched forklift impact near cabinet wall.
-15183,2024-02-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.88,False,Sensor enclosure opened for manual calibration verification.
-15184,2024-02-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.562,False,Bearing temperature rising faster than baseline on spindle cell.
-15185,2024-02-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.11,False,Operator reported intermittent chatter on machine CNC-04.
-15186,2024-02-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.796,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15187,2024-02-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.507,False,Transient outlier matched forklift impact near cabinet wall.
-15188,2024-02-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.402,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15189,2024-02-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.077,False,Shift handoff note referenced unusual noise near press enclosure.
-15190,2024-02-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.98,False,Sensor heartbeat delayed by one interval after gateway retry.
-15191,2024-02-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.845,False,Pressure peak corresponds to oversized billet batch processing.
-15192,2024-02-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.747,False,Maintenance note logged for coupling imbalance inspection.
-15193,2024-02-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.849,False,Humidity readings track seasonal rise across late spring.
-15194,2024-02-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.984,False,Humidity readings track seasonal rise across late spring.
-15195,2024-02-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Telemetry quality flag downgraded during sensor self-test window.
-15196,2024-02-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.184,False,Condensation warning cleared after dehumidifier ramp-up.
-15197,2024-02-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.156,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15198,2024-02-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.465,False,Machine throughput increase drove sustained pressure uplift.
-15199,2024-02-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.753,False,Edge collector replayed buffered events after network recovery.
-15200,2024-02-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.849,False,Condensation warning cleared after dehumidifier ramp-up.
-15201,2024-02-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.843,False,Humidity readings track seasonal rise across late spring.
-15202,2024-02-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.388,False,Sensor battery health remains nominal after firmware update.
-15203,2024-02-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.547,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15204,2024-02-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.799,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15205,2024-02-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.283,False,Operator reported intermittent chatter on machine CNC-04.
-15206,2024-02-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.136,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15207,2024-02-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.335,False,Shift handoff note referenced unusual noise near press enclosure.
-15208,2024-02-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.934,False,Machine throughput increase drove sustained pressure uplift.
-15209,2024-02-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.595,False,Shift handoff note referenced unusual noise near press enclosure.
-15210,2024-02-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.661,False,Hydraulic line pressure oscillation detected under load.
-15211,2024-02-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.069,False,Humidity baseline improved after seal replacement.
-15212,2024-02-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.902,False,Machine idle period extended during planned sanitation window.
-15213,2024-02-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Transient outlier matched forklift impact near cabinet wall.
-15214,2024-02-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.243,False,Sensor battery health remains nominal after firmware update.
-15215,2024-02-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Transient outlier matched forklift impact near cabinet wall.
-15216,2024-02-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.011,False,Shift handoff note referenced unusual noise near press enclosure.
-15217,2024-02-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.174,False,Shift handoff note referenced unusual noise near press enclosure.
-15218,2024-02-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.552,False,Operator reported intermittent chatter on machine CNC-04.
-15219,2024-02-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.3,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15220,2024-02-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.84,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15221,2024-02-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.154,False,Operator reported intermittent chatter on machine CNC-04.
-15222,2024-02-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.531,False,Maintenance crew confirmed lubrication interval was missed.
-15223,2024-02-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.633,False,Sensor enclosure opened for manual calibration verification.
-15224,2024-02-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.54,False,Temperature variance narrowed after coolant nozzle cleaning.
-15225,2024-02-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.322,False,Coolant loop adjustment reduced chamber temperature spread.
-15226,2024-02-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.353,False,Quality team requested trace review for lot 24-118B.
-15227,2024-02-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.425,False,Vibration baseline recovered after tool holder replacement.
-15228,2024-02-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.637,False,Operator reset acknowledged after red-tag inspection.
-15229,2024-02-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.695,False,Maintenance scheduler deferred calibration due to spare shortage.
-15230,2024-02-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.788,False,Temperature remained elevated during unscheduled overtime run.
-15231,2024-02-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.938,False,Air handler maintenance reduced humidity variance on finishing line.
-15232,2024-02-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.735,False,Temporary gateway failover completed without data loss.
-15233,2024-02-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.829,False,Reliability engineer tagged sample window for model retraining.
-15234,2024-02-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.688,False,Anomaly review flagged possible bearing wear progression.
-15235,2024-02-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.258,False,Shift handoff note referenced unusual noise near press enclosure.
-15236,2024-02-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.893,False,SCADA backfill inserted two delayed telemetry points.
-15237,2024-02-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.927,False,Unbalanced load introduced cyclical pressure ripple.
-15238,2024-02-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.553,False,Pressure settled back to nominal after valve reseat.
-15239,2024-02-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.846,False,Pressure line purge completed before restart authorization.
-15240,2024-02-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.706,False,Operator reported intermittent chatter on machine CNC-04.
-15241,2024-02-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.019,False,Pressure peak corresponds to oversized billet batch processing.
-15242,2024-02-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.096,False,Unbalanced load introduced cyclical pressure ripple.
-15243,2024-02-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.249,False,Sensor battery health remains nominal after firmware update.
-15244,2024-02-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.855,False,Transient outlier matched forklift impact near cabinet wall.
-15245,2024-02-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.61,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15246,2024-02-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.268,False,Condensation warning cleared after dehumidifier ramp-up.
-15247,2024-02-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.386,False,Sensor battery health remains nominal after firmware update.
-15248,2024-02-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.352,False,Humidity excursion near finishing booth during coating run.
-15249,2024-02-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.563,False,Transient outlier matched forklift impact near cabinet wall.
-15250,2024-02-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.103,False,Maintenance scheduler deferred calibration due to spare shortage.
-15251,2024-02-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.201,False,Coolant loop adjustment reduced chamber temperature spread.
-15252,2024-02-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.478,False,Reliability engineer tagged sample window for model retraining.
-15253,2024-02-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.21,False,Telemetry quality flag downgraded during sensor self-test window.
-15254,2024-02-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.536,False,Vibration baseline recovered after tool holder replacement.
-15255,2024-02-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.332,False,Edge collector replayed buffered events after network recovery.
-15256,2024-02-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.125,False,Warning threshold updated for pilot predictive-maintenance model.
-15257,2024-02-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.937,False,Sensor enclosure opened for manual calibration verification.
-15258,2024-02-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.908,False,Short-lived packet loss observed at edge gateway gw-02.
-15259,2024-02-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.477,False,Pressure settled back to nominal after valve reseat.
-15260,2024-02-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.633,False,Temperature variance narrowed after coolant nozzle cleaning.
-15261,2024-02-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.505,False,Sensor enclosure opened for manual calibration verification.
-15262,2024-02-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.222,False,Maintenance crew confirmed lubrication interval was missed.
-15263,2024-02-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.9,False,Calibration check overdue by 11 days for press-line transducer.
-15264,2024-02-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.149,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15265,2024-02-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.981,False,Shift handoff note referenced unusual noise near press enclosure.
-15266,2024-02-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.344,False,Hydraulic line pressure oscillation detected under load.
-15267,2024-02-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.277,False,Humidity excursion near finishing booth during coating run.
-15268,2024-02-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.174,False,Calibration check overdue by 11 days for press-line transducer.
-15269,2024-02-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.142,False,Pressure peak corresponds to oversized billet batch processing.
-15270,2024-02-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.183,False,Condensation warning cleared after dehumidifier ramp-up.
-15271,2024-02-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.304,False,SCADA backfill inserted two delayed telemetry points.
-15272,2024-02-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.0,False,Vibration baseline recovered after tool holder replacement.
-15273,2024-02-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Night shift startup produced higher than normal vibration floor.
-15274,2024-02-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.839,False,Humidity excursion near finishing booth during coating run.
-15275,2024-02-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.202,False,Edge collector replayed buffered events after network recovery.
-15276,2024-02-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.738,False,Quality team requested trace review for lot 24-118B.
-15277,2024-02-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.633,False,Supervisory alert generated after three consecutive threshold breaches.
-15278,2024-02-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.736,False,Unbalanced load introduced cyclical pressure ripple.
-15279,2024-02-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Operator reported intermittent chatter on machine CNC-04.
-15280,2024-02-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.654,False,Machine throughput increase drove sustained pressure uplift.
-15281,2024-02-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.057,False,Bearing temperature rising faster than baseline on spindle cell.
-15282,2024-02-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.333,False,Telemetry quality flag downgraded during sensor self-test window.
-15283,2024-02-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.371,False,Maintenance note logged for coupling imbalance inspection.
-15284,2024-02-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.274,False,Machine throughput increase drove sustained pressure uplift.
-15285,2024-02-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.231,False,Transient outlier matched forklift impact near cabinet wall.
-15286,2024-02-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.252,False,Supervisory alert generated after three consecutive threshold breaches.
-15287,2024-02-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.327,False,Anomaly review flagged possible bearing wear progression.
-15288,2024-02-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.844,False,Press cycle dwell time lengthened during high-volume batch.
-15289,2024-02-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.332,False,Pressure line purge completed before restart authorization.
-15290,2024-02-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.345,False,Telemetry quality flag downgraded during sensor self-test window.
-15291,2024-02-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.995,False,Coolant loop adjustment reduced chamber temperature spread.
-15292,2024-02-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.012,False,Maintenance crew confirmed lubrication interval was missed.
-15293,2024-02-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.785,False,Packaging line stop reduced adjacent vibration background.
-15294,2024-02-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.485,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15295,2024-02-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.799,False,Unbalanced load introduced cyclical pressure ripple.
-15296,2024-02-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.608,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15297,2024-02-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.592,False,Thermal ramp exceeded expected warmup curve before shift start.
-15298,2024-02-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.805,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15299,2024-02-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.82,False,Machine throughput increase drove sustained pressure uplift.
-15300,2024-02-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,48.553,False,Quality team requested trace review for lot 24-118B.
-15301,2024-02-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.955,False,Quality team requested trace review for lot 24-118B.
-15302,2024-02-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.296,False,Temperature remained elevated during unscheduled overtime run.
-15303,2024-02-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.998,False,Condensation warning cleared after dehumidifier ramp-up.
-15304,2024-02-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.081,False,Edge collector replayed buffered events after network recovery.
-15305,2024-02-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.32,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15306,2024-02-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.191,False,Coolant loop adjustment reduced chamber temperature spread.
-15307,2024-02-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Sensor signal clipping observed during startup surge.
-15308,2024-02-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.674,False,Humidity baseline improved after seal replacement.
-15309,2024-02-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.416,False,Packaging line stop reduced adjacent vibration background.
-15310,2024-02-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.622,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15311,2024-02-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.535,False,Maintenance note logged for coupling imbalance inspection.
-15312,2024-02-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.969,False,Pressure settled back to nominal after valve reseat.
-15313,2024-02-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.455,False,Quality team requested trace review for lot 24-118B.
-15314,2024-02-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.69,False,Operator reported intermittent chatter on machine CNC-04.
-15315,2024-02-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.641,False,Air handler maintenance reduced humidity variance on finishing line.
-15316,2024-02-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.874,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15317,2024-02-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.652,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15318,2024-02-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.703,False,Edge collector replayed buffered events after network recovery.
-15319,2024-02-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15320,2024-02-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.844,False,Anomaly review flagged possible bearing wear progression.
-15321,2024-02-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.354,False,Humidity readings track seasonal rise across late spring.
-15322,2024-02-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.575,False,Press cycle dwell time lengthened during high-volume batch.
-15323,2024-02-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.052,False,Pressure line purge completed before restart authorization.
-15324,2024-02-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.109,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15325,2024-02-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.607,False,Temperature remained elevated during unscheduled overtime run.
-15326,2024-02-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.507,False,Coolant loop adjustment reduced chamber temperature spread.
-15327,2024-02-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.861,False,Maintenance note logged for coupling imbalance inspection.
-15328,2024-02-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.998,False,Unbalanced load introduced cyclical pressure ripple.
-15329,2024-02-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.875,False,Quality team requested trace review for lot 24-118B.
-15330,2024-02-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.124,False,Night shift startup produced higher than normal vibration floor.
-15331,2024-02-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.179,False,Sensor heartbeat delayed by one interval after gateway retry.
-15332,2024-02-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.304,False,Condensation warning cleared after dehumidifier ramp-up.
-15333,2024-02-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.534,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15334,2024-02-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.623,False,Vibration baseline recovered after tool holder replacement.
-15335,2024-02-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.571,False,Operator reset acknowledged after red-tag inspection.
-15336,2024-02-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.159,False,Bearing temperature rising faster than baseline on spindle cell.
-15337,2024-02-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.592,False,Calibration check overdue by 11 days for press-line transducer.
-15338,2024-02-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.994,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15339,2024-02-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.458,False,Humidity readings track seasonal rise across late spring.
-15340,2024-02-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.508,False,Sensor battery health remains nominal after firmware update.
-15341,2024-02-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.079,False,Quality team requested trace review for lot 24-118B.
-15342,2024-02-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.47,False,Pressure line purge completed before restart authorization.
-15343,2024-02-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.734,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15344,2024-02-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.832,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15345,2024-02-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.446,False,Air handler maintenance reduced humidity variance on finishing line.
-15346,2024-02-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.74,False,Humidity climbed during dock-door open period in afternoon shift.
-15347,2024-02-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.3,False,Vibration baseline recovered after tool holder replacement.
-15348,2024-02-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.913,False,Maintenance note logged for coupling imbalance inspection.
-15349,2024-02-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.366,False,Pressure settled back to nominal after valve reseat.
-15350,2024-02-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.684,False,Edge collector replayed buffered events after network recovery.
-15351,2024-02-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.369,False,Dust extraction fan offline for 18 minutes on line finishing.
-15352,2024-02-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.907,False,SCADA backfill inserted two delayed telemetry points.
-15353,2024-02-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.207,False,Quality hold reduced finishing booth activity for one shift.
-15354,2024-02-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.34,False,Maintenance scheduler deferred calibration due to spare shortage.
-15355,2024-02-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.597,False,Condensation warning cleared after dehumidifier ramp-up.
-15356,2024-02-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.427,False,Bearing temperature rising faster than baseline on spindle cell.
-15357,2024-02-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.562,False,Vibration harmonics broadened during extended production run.
-15358,2024-02-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.802,False,Vibration baseline recovered after tool holder replacement.
-15359,2024-02-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.217,False,Temporary gateway failover completed without data loss.
-15360,2024-02-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.172,False,Packaging line stop reduced adjacent vibration background.
-15361,2024-02-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.274,False,Temperature variance narrowed after coolant nozzle cleaning.
-15362,2024-02-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.022,False,Pressure peak corresponds to oversized billet batch processing.
-15363,2024-02-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.739,False,Condensation warning cleared after dehumidifier ramp-up.
-15364,2024-02-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.198,False,Sensor enclosure opened for manual calibration verification.
-15365,2024-02-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.323,False,Machine idle period extended during planned sanitation window.
-15366,2024-02-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.173,False,Anomaly review flagged possible bearing wear progression.
-15367,2024-02-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.67,False,Sensor enclosure opened for manual calibration verification.
-15368,2024-02-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.007,False,Telemetry quality flag downgraded during sensor self-test window.
-15369,2024-02-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.143,False,Unbalanced load introduced cyclical pressure ripple.
-15370,2024-02-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.934,False,Machine idle period extended during planned sanitation window.
-15371,2024-02-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.712,False,Unbalanced load introduced cyclical pressure ripple.
-15372,2024-02-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.015,False,Vibration baseline recovered after tool holder replacement.
-15373,2024-02-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.087,False,Vibration burst exceeds envelope during tool change cycle.
-15374,2024-02-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.178,False,Machine idle period extended during planned sanitation window.
-15375,2024-02-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Bearing temperature rising faster than baseline on spindle cell.
-15376,2024-02-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.899,False,Bearing temperature rising faster than baseline on spindle cell.
-15377,2024-02-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.451,False,Maintenance note logged for coupling imbalance inspection.
-15378,2024-02-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.358,False,Pressure settled back to nominal after valve reseat.
-15379,2024-02-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.692,False,Operator reset acknowledged after red-tag inspection.
-15380,2024-02-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.976,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15381,2024-02-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.031,False,Bearing temperature rising faster than baseline on spindle cell.
-15382,2024-02-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.091,False,Thermal ramp exceeded expected warmup curve before shift start.
-15383,2024-02-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.333,False,Condensation warning cleared after dehumidifier ramp-up.
-15384,2024-02-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.957,False,Temporary gateway failover completed without data loss.
-15385,2024-02-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,SCADA backfill inserted two delayed telemetry points.
-15386,2024-02-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.031,False,Humidity baseline improved after seal replacement.
-15387,2024-02-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.282,False,Calibration check overdue by 11 days for press-line transducer.
-15388,2024-02-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.336,False,Edge collector replayed buffered events after network recovery.
-15389,2024-02-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Temporary gateway failover completed without data loss.
-15390,2024-02-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.497,False,Condensation warning cleared after dehumidifier ramp-up.
-15391,2024-02-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.439,False,Calibration check overdue by 11 days for press-line transducer.
-15392,2024-02-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.928,False,Sensor heartbeat delayed by one interval after gateway retry.
-15393,2024-02-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Pressure line purge completed before restart authorization.
-15394,2024-02-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.584,False,Unbalanced load introduced cyclical pressure ripple.
-15395,2024-02-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.46,False,Warning threshold updated for pilot predictive-maintenance model.
-15396,2024-02-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.688,False,Supervisory alert generated after three consecutive threshold breaches.
-15397,2024-02-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.928,False,Thermal ramp exceeded expected warmup curve before shift start.
-15398,2024-02-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.812,False,Sensor signal clipping observed during startup surge.
-15399,2024-02-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.031,False,Machine throughput increase drove sustained pressure uplift.
-15400,2024-02-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.736,False,Sensor enclosure opened for manual calibration verification.
-15401,2024-02-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.671,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15402,2024-02-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.926,False,Shift handoff note referenced unusual noise near press enclosure.
-15403,2024-02-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.513,False,Anomaly review flagged possible bearing wear progression.
-15404,2024-02-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.478,False,Shift handoff note referenced unusual noise near press enclosure.
-15405,2024-02-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.507,False,Warning threshold updated for pilot predictive-maintenance model.
-15406,2024-02-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.33,False,Unbalanced load introduced cyclical pressure ripple.
-15407,2024-02-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.929,False,Press cycle dwell time lengthened during high-volume batch.
-15408,2024-02-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.689,False,Pressure line purge completed before restart authorization.
-15409,2024-02-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.909,False,Short-lived packet loss observed at edge gateway gw-02.
-15410,2024-02-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.333,False,Thermal overshoot event coincided with recipe change on furnace.
-15411,2024-02-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.284,False,Humidity excursion near finishing booth during coating run.
-15412,2024-02-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.008,False,Condensation warning cleared after dehumidifier ramp-up.
-15413,2024-02-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.238,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15414,2024-02-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.973,False,Coolant loop adjustment reduced chamber temperature spread.
-15415,2024-02-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.608,False,Operator reported intermittent chatter on machine CNC-04.
-15416,2024-02-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.946,False,Thermal ramp exceeded expected warmup curve before shift start.
-15417,2024-02-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.871,False,Sensor enclosure opened for manual calibration verification.
-15418,2024-02-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.2,False,Quality team requested trace review for lot 24-118B.
-15419,2024-02-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15420,2024-02-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.029,False,Hydraulic line pressure oscillation detected under load.
-15421,2024-02-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.766,False,Maintenance note logged for coupling imbalance inspection.
-15422,2024-02-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.347,False,Maintenance scheduler deferred calibration due to spare shortage.
-15423,2024-02-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.128,False,Supervisory alert generated after three consecutive threshold breaches.
-15424,2024-02-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.305,False,Telemetry quality flag downgraded during sensor self-test window.
-15425,2024-02-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.393,False,Operator reset acknowledged after red-tag inspection.
-15426,2024-02-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.734,False,Sensor signal clipping observed during startup surge.
-15427,2024-02-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.297,False,Reliability engineer tagged sample window for model retraining.
-15428,2024-02-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.903,False,Pressure peak corresponds to oversized billet batch processing.
-15429,2024-02-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.613,False,Thermal ramp exceeded expected warmup curve before shift start.
-15430,2024-02-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.369,False,Vibration harmonics broadened during extended production run.
-15431,2024-02-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Maintenance crew confirmed lubrication interval was missed.
-15432,2024-02-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.882,False,Vibration baseline recovered after tool holder replacement.
-15433,2024-02-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.845,False,Dust extraction fan offline for 18 minutes on line finishing.
-15434,2024-02-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,82.924,False,Vibration baseline recovered after tool holder replacement.
-15435,2024-02-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.797,False,Packaging line stop reduced adjacent vibration background.
-15436,2024-02-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.772,False,Machine throughput increase drove sustained pressure uplift.
-15437,2024-02-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.872,False,Sensor battery health remains nominal after firmware update.
-15438,2024-02-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.049,False,Humidity excursion near finishing booth during coating run.
-15439,2024-02-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.315,False,Dust extraction fan offline for 18 minutes on line finishing.
-15440,2024-02-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.528,False,Thermal overshoot event coincided with recipe change on furnace.
-15441,2024-02-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15442,2024-02-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.842,False,Dust extraction fan offline for 18 minutes on line finishing.
-15443,2024-02-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.114,False,Temporary gateway failover completed without data loss.
-15444,2024-02-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.258,False,Temporary gateway failover completed without data loss.
-15445,2024-02-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.13,False,Maintenance crew confirmed lubrication interval was missed.
-15446,2024-02-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.561,False,Air handler maintenance reduced humidity variance on finishing line.
-15447,2024-02-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.836,False,Packaging line stop reduced adjacent vibration background.
-15448,2024-02-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.725,False,Telemetry quality flag downgraded during sensor self-test window.
-15449,2024-02-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.955,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15450,2024-02-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.095,False,Reliability engineer tagged sample window for model retraining.
-15451,2024-02-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.892,False,Sensor signal clipping observed during startup surge.
-15452,2024-02-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.539,False,Pressure settled back to nominal after valve reseat.
-15453,2024-02-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.608,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15454,2024-02-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.385,False,Dust extraction fan offline for 18 minutes on line finishing.
-15455,2024-02-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.906,False,Machine throughput increase drove sustained pressure uplift.
-15456,2024-02-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.824,False,Maintenance note logged for coupling imbalance inspection.
-15457,2024-02-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.555,False,Operator reported intermittent chatter on machine CNC-04.
-15458,2024-02-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.215,False,Pressure line purge completed before restart authorization.
-15459,2024-02-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.686,False,Air handler maintenance reduced humidity variance on finishing line.
-15460,2024-02-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.475,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15461,2024-02-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.012,False,Dust extraction fan offline for 18 minutes on line finishing.
-15462,2024-02-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.262,False,Vibration baseline recovered after tool holder replacement.
-15463,2024-02-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15464,2024-02-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.55,False,Machine throughput increase drove sustained pressure uplift.
-15465,2024-02-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.555,False,Humidity climbed during dock-door open period in afternoon shift.
-15466,2024-02-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.236,False,Short-lived packet loss observed at edge gateway gw-02.
-15467,2024-02-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.95,False,Pressure peak corresponds to oversized billet batch processing.
-15468,2024-02-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.599,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15469,2024-02-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Humidity climbed during dock-door open period in afternoon shift.
-15470,2024-02-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.386,False,Thermal overshoot event coincided with recipe change on furnace.
-15471,2024-02-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.722,False,Vibration harmonics broadened during extended production run.
-15472,2024-02-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.07,False,Operator reset acknowledged after red-tag inspection.
-15473,2024-02-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Sensor heartbeat delayed by one interval after gateway retry.
-15474,2024-02-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.69,False,Operator reported intermittent chatter on machine CNC-04.
-15475,2024-02-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.762,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15476,2024-02-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.682,False,Calibration check overdue by 11 days for press-line transducer.
-15477,2024-02-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Pressure line purge completed before restart authorization.
-15478,2024-02-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.037,False,Quality team requested trace review for lot 24-118B.
-15479,2024-02-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.664,False,Press cycle dwell time lengthened during high-volume batch.
-15480,2024-02-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.392,False,Operator reset acknowledged after red-tag inspection.
-15481,2024-02-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.328,False,Edge collector replayed buffered events after network recovery.
-15482,2024-02-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.252,False,Night shift startup produced higher than normal vibration floor.
-15483,2024-02-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.689,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15484,2024-02-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.969,False,Dust extraction fan offline for 18 minutes on line finishing.
-15485,2024-02-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.691,False,Condensation warning cleared after dehumidifier ramp-up.
-15486,2024-02-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.688,False,Dust extraction fan offline for 18 minutes on line finishing.
-15487,2024-02-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.593,False,Coolant loop adjustment reduced chamber temperature spread.
-15488,2024-02-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.248,False,Night shift startup produced higher than normal vibration floor.
-15489,2024-02-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.564,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15490,2024-02-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.881,False,Humidity baseline improved after seal replacement.
-15491,2024-02-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.987,False,Thermal ramp exceeded expected warmup curve before shift start.
-15492,2024-02-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.127,False,Air handler maintenance reduced humidity variance on finishing line.
-15493,2024-02-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.602,False,Vibration harmonics broadened during extended production run.
-15494,2024-02-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.369,False,Dust extraction fan offline for 18 minutes on line finishing.
-15495,2024-02-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.775,False,Vibration harmonics broadened during extended production run.
-15496,2024-02-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.737,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15497,2024-02-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.457,False,Vibration harmonics broadened during extended production run.
-15498,2024-02-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.241,False,Sensor enclosure opened for manual calibration verification.
-15499,2024-02-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.399,False,Sensor heartbeat delayed by one interval after gateway retry.
-15500,2024-02-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.659,False,Hydraulic line pressure oscillation detected under load.
-15501,2024-02-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.524,False,Air handler maintenance reduced humidity variance on finishing line.
-15502,2024-02-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.087,False,Press cycle dwell time lengthened during high-volume batch.
-15503,2024-02-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.66,False,Humidity climbed during dock-door open period in afternoon shift.
-15504,2024-02-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.408,False,Hydraulic line pressure oscillation detected under load.
-15505,2024-02-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.215,False,Quality hold reduced finishing booth activity for one shift.
-15506,2024-02-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.135,False,Short-lived packet loss observed at edge gateway gw-02.
-15507,2024-02-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.341,False,Bearing temperature rising faster than baseline on spindle cell.
-15508,2024-02-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.142,False,Pressure settled back to nominal after valve reseat.
-15509,2024-02-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.737,False,Maintenance crew confirmed lubrication interval was missed.
-15510,2024-02-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.16,False,Quality hold reduced finishing booth activity for one shift.
-15511,2024-02-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.716,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15512,2024-02-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.352,False,Supervisory alert generated after three consecutive threshold breaches.
-15513,2024-02-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.793,False,Anomaly review flagged possible bearing wear progression.
-15514,2024-02-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.202,False,Short-lived packet loss observed at edge gateway gw-02.
-15515,2024-02-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.622,False,Machine idle period extended during planned sanitation window.
-15516,2024-02-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.624,False,Quality team requested trace review for lot 24-118B.
-15517,2024-02-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Anomaly review flagged possible bearing wear progression.
-15518,2024-02-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.452,False,Shift handoff note referenced unusual noise near press enclosure.
-15519,2024-02-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.273,False,Maintenance crew confirmed lubrication interval was missed.
-15520,2024-02-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.09,False,Humidity excursion near finishing booth during coating run.
-15521,2024-02-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.493,False,Coolant loop adjustment reduced chamber temperature spread.
-15522,2024-02-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.684,False,Pressure peak corresponds to oversized billet batch processing.
-15523,2024-02-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.31,False,Operator reset acknowledged after red-tag inspection.
-15524,2024-02-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.699,False,Pressure peak corresponds to oversized billet batch processing.
-15525,2024-02-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.481,False,SCADA backfill inserted two delayed telemetry points.
-15526,2024-02-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.447,False,Coolant loop adjustment reduced chamber temperature spread.
-15527,2024-02-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.745,False,Press cycle dwell time lengthened during high-volume batch.
-15528,2024-02-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.057,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15529,2024-02-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.055,False,Transient outlier matched forklift impact near cabinet wall.
-15530,2024-02-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.04,False,Quality hold reduced finishing booth activity for one shift.
-15531,2024-02-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.494,False,Shift handoff note referenced unusual noise near press enclosure.
-15532,2024-02-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.139,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15533,2024-02-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.328,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15534,2024-02-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.378,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15535,2024-02-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Night shift startup produced higher than normal vibration floor.
-15536,2024-02-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.374,False,SCADA backfill inserted two delayed telemetry points.
-15537,2024-02-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.039,False,Edge collector replayed buffered events after network recovery.
-15538,2024-02-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.497,False,Machine idle period extended during planned sanitation window.
-15539,2024-02-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.317,False,Maintenance crew confirmed lubrication interval was missed.
-15540,2024-02-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,53.24,False,Humidity readings track seasonal rise across late spring.
-15541,2024-02-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Reliability engineer tagged sample window for model retraining.
-15542,2024-02-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.935,False,Reliability engineer tagged sample window for model retraining.
-15543,2024-02-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.89,False,Short-lived packet loss observed at edge gateway gw-02.
-15544,2024-02-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.27,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15545,2024-02-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15546,2024-02-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.657,False,Transient outlier matched forklift impact near cabinet wall.
-15547,2024-02-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.526,False,Short-lived packet loss observed at edge gateway gw-02.
-15548,2024-02-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.486,False,Machine idle period extended during planned sanitation window.
-15549,2024-02-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Anomaly review flagged possible bearing wear progression.
-15550,2024-02-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.43,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15551,2024-02-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.134,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15552,2024-02-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.576,False,Night shift startup produced higher than normal vibration floor.
-15553,2024-02-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.91,False,Packaging line stop reduced adjacent vibration background.
-15554,2024-02-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.365,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15555,2024-02-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.254,False,Maintenance crew confirmed lubrication interval was missed.
-15556,2024-02-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.145,False,Unbalanced load introduced cyclical pressure ripple.
-15557,2024-02-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15558,2024-02-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.637,False,Maintenance note logged for coupling imbalance inspection.
-15559,2024-02-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.3,False,Vibration baseline recovered after tool holder replacement.
-15560,2024-02-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.463,False,Quality team requested trace review for lot 24-118B.
-15561,2024-02-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.515,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15562,2024-02-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.705,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15563,2024-02-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15564,2024-02-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.553,False,Shift handoff note referenced unusual noise near press enclosure.
-15565,2024-02-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.916,False,Calibration check overdue by 11 days for press-line transducer.
-15566,2024-02-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.85,False,Machine throughput increase drove sustained pressure uplift.
-15567,2024-02-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Operator reported intermittent chatter on machine CNC-04.
-15568,2024-02-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.031,False,Operator reported intermittent chatter on machine CNC-04.
-15569,2024-02-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.081,False,Thermal ramp exceeded expected warmup curve before shift start.
-15570,2024-02-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.467,False,Operator reset acknowledged after red-tag inspection.
-15571,2024-02-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.521,False,Humidity climbed during dock-door open period in afternoon shift.
-15572,2024-02-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.813,False,Hydraulic line pressure oscillation detected under load.
-15573,2024-02-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.545,False,Sensor heartbeat delayed by one interval after gateway retry.
-15574,2024-02-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.382,False,Coolant loop adjustment reduced chamber temperature spread.
-15575,2024-02-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.133,False,Anomaly review flagged possible bearing wear progression.
-15576,2024-02-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.116,False,Reliability engineer tagged sample window for model retraining.
-15577,2024-02-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.661,False,Pressure line purge completed before restart authorization.
-15578,2024-02-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.229,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15579,2024-02-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.039,False,Quality team requested trace review for lot 24-118B.
-15580,2024-02-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.392,False,Short-lived packet loss observed at edge gateway gw-02.
-15581,2024-02-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.663,False,Pressure peak corresponds to oversized billet batch processing.
-15582,2024-02-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.107,False,Pressure peak corresponds to oversized billet batch processing.
-15583,2024-02-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.791,False,Humidity excursion near finishing booth during coating run.
-15584,2024-02-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.222,False,Sensor battery health remains nominal after firmware update.
-15585,2024-02-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.484,False,Pressure settled back to nominal after valve reseat.
-15586,2024-02-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.167,False,Reliability engineer tagged sample window for model retraining.
-15587,2024-02-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.068,False,Pressure peak corresponds to oversized billet batch processing.
-15588,2024-02-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.796,False,Sensor enclosure opened for manual calibration verification.
-15589,2024-02-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.359,False,Night shift startup produced higher than normal vibration floor.
-15590,2024-02-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.32,False,Calibration check overdue by 11 days for press-line transducer.
-15591,2024-02-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.238,False,Condensation warning cleared after dehumidifier ramp-up.
-15592,2024-02-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.033,False,Humidity baseline improved after seal replacement.
-15593,2024-02-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.43,False,Humidity climbed during dock-door open period in afternoon shift.
-15594,2024-02-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.525,False,Transient outlier matched forklift impact near cabinet wall.
-15595,2024-02-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.219,False,Quality team requested trace review for lot 24-118B.
-15596,2024-02-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.137,False,Anomaly review flagged possible bearing wear progression.
-15597,2024-02-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.517,False,Maintenance note logged for coupling imbalance inspection.
-15598,2024-02-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.497,False,Quality team requested trace review for lot 24-118B.
-15599,2024-02-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.783,False,Quality team requested trace review for lot 24-118B.
-15600,2024-02-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.143,False,Supervisory alert generated after three consecutive threshold breaches.
-15601,2024-02-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.489,False,Vibration harmonics broadened during extended production run.
-15602,2024-02-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.202,False,Humidity climbed during dock-door open period in afternoon shift.
-15603,2024-02-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.279,False,Humidity excursion near finishing booth during coating run.
-15604,2024-02-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.931,False,Pressure settled back to nominal after valve reseat.
-15605,2024-02-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.94,False,Coolant loop adjustment reduced chamber temperature spread.
-15606,2024-02-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.314,False,SCADA backfill inserted two delayed telemetry points.
-15607,2024-02-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.895,False,Humidity readings track seasonal rise across late spring.
-15608,2024-02-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.97,False,Packaging line stop reduced adjacent vibration background.
-15609,2024-02-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.954,False,Pressure settled back to nominal after valve reseat.
-15610,2024-02-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.681,False,Operator reset acknowledged after red-tag inspection.
-15611,2024-02-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.367,False,Shift handoff note referenced unusual noise near press enclosure.
-15612,2024-02-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.572,False,Temperature variance narrowed after coolant nozzle cleaning.
-15613,2024-02-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.381,False,Calibration check overdue by 11 days for press-line transducer.
-15614,2024-02-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.339,False,Dust extraction fan offline for 18 minutes on line finishing.
-15615,2024-02-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.894,False,Maintenance note logged for coupling imbalance inspection.
-15616,2024-02-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.635,False,Operator reset acknowledged after red-tag inspection.
-15617,2024-02-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.571,False,Quality team requested trace review for lot 24-118B.
-15618,2024-02-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.782,False,Temperature remained elevated during unscheduled overtime run.
-15619,2024-02-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.947,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15620,2024-02-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.938,False,Packaging line stop reduced adjacent vibration background.
-15621,2024-02-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.88,False,Calibration check overdue by 11 days for press-line transducer.
-15622,2024-02-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.058,False,Dust extraction fan offline for 18 minutes on line finishing.
-15623,2024-02-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.324,False,Shift handoff note referenced unusual noise near press enclosure.
-15624,2024-02-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.855,False,Operator reset acknowledged after red-tag inspection.
-15625,2024-02-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.497,False,Temperature variance narrowed after coolant nozzle cleaning.
-15626,2024-02-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.368,False,Sensor battery health remains nominal after firmware update.
-15627,2024-02-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.096,False,Vibration harmonics broadened during extended production run.
-15628,2024-02-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.898,False,Thermal overshoot event coincided with recipe change on furnace.
-15629,2024-02-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.548,False,Vibration baseline recovered after tool holder replacement.
-15630,2024-02-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.732,False,Humidity baseline improved after seal replacement.
-15631,2024-02-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.639,False,Air handler maintenance reduced humidity variance on finishing line.
-15632,2024-02-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.779,False,Calibration check overdue by 11 days for press-line transducer.
-15633,2024-02-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.194,False,Quality hold reduced finishing booth activity for one shift.
-15634,2024-02-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.792,False,Humidity climbed during dock-door open period in afternoon shift.
-15635,2024-02-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.584,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15636,2024-02-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.406,False,Supervisory alert generated after three consecutive threshold breaches.
-15637,2024-02-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.284,False,Coolant loop adjustment reduced chamber temperature spread.
-15638,2024-02-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.57,False,Quality hold reduced finishing booth activity for one shift.
-15639,2024-02-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.587,False,Vibration burst exceeds envelope during tool change cycle.
-15640,2024-02-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.015,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15641,2024-02-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.21,False,Thermal overshoot event coincided with recipe change on furnace.
-15642,2024-02-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.268,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15643,2024-02-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Shift handoff note referenced unusual noise near press enclosure.
-15644,2024-02-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.32,False,Unbalanced load introduced cyclical pressure ripple.
-15645,2024-02-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Temperature variance narrowed after coolant nozzle cleaning.
-15646,2024-02-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.08,False,Anomaly review flagged possible bearing wear progression.
-15647,2024-02-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.621,False,Short-lived packet loss observed at edge gateway gw-02.
-15648,2024-02-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.212,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15649,2024-02-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.256,False,Transient outlier matched forklift impact near cabinet wall.
-15650,2024-02-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.891,False,Telemetry quality flag downgraded during sensor self-test window.
-15651,2024-02-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.176,False,Humidity excursion near finishing booth during coating run.
-15652,2024-02-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.042,False,Temporary gateway failover completed without data loss.
-15653,2024-02-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.5,False,Bearing temperature rising faster than baseline on spindle cell.
-15654,2024-02-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.37,False,Maintenance crew confirmed lubrication interval was missed.
-15655,2024-02-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.671,False,Unbalanced load introduced cyclical pressure ripple.
-15656,2024-02-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.635,False,Machine idle period extended during planned sanitation window.
-15657,2024-02-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Operator reported intermittent chatter on machine CNC-04.
-15658,2024-02-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.945,False,Humidity readings track seasonal rise across late spring.
-15659,2024-02-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.733,False,Humidity baseline improved after seal replacement.
-15660,2024-02-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.693,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15661,2024-02-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.449,False,Hydraulic line pressure oscillation detected under load.
-15662,2024-02-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.146,False,Night shift startup produced higher than normal vibration floor.
-15663,2024-02-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.74,False,Machine idle period extended during planned sanitation window.
-15664,2024-02-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.548,False,Sensor battery health remains nominal after firmware update.
-15665,2024-02-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.581,False,Shift handoff note referenced unusual noise near press enclosure.
-15666,2024-02-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.292,False,Night shift startup produced higher than normal vibration floor.
-15667,2024-02-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Short-lived packet loss observed at edge gateway gw-02.
-15668,2024-02-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.108,False,Transient outlier matched forklift impact near cabinet wall.
-15669,2024-02-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.915,False,Humidity climbed during dock-door open period in afternoon shift.
-15670,2024-02-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.073,False,Packaging line stop reduced adjacent vibration background.
-15671,2024-02-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Humidity climbed during dock-door open period in afternoon shift.
-15672,2024-02-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.256,False,Operator reset acknowledged after red-tag inspection.
-15673,2024-02-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.476,False,Operator reset acknowledged after red-tag inspection.
-15674,2024-02-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.944,False,Temperature remained elevated during unscheduled overtime run.
-15675,2024-02-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.433,False,Vibration harmonics broadened during extended production run.
-15676,2024-02-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.546,False,Quality hold reduced finishing booth activity for one shift.
-15677,2024-02-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.634,False,Humidity excursion near finishing booth during coating run.
-15678,2024-02-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.527,False,Temporary gateway failover completed without data loss.
-15679,2024-02-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.235,False,Edge collector replayed buffered events after network recovery.
-15680,2024-02-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.552,False,Air handler maintenance reduced humidity variance on finishing line.
-15681,2024-02-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.011,False,Warning threshold updated for pilot predictive-maintenance model.
-15682,2024-02-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.908,False,Hydraulic line pressure oscillation detected under load.
-15683,2024-02-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.472,False,Telemetry quality flag downgraded during sensor self-test window.
-15684,2024-02-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.191,False,Sensor signal clipping observed during startup surge.
-15685,2024-02-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.463,False,Coolant loop adjustment reduced chamber temperature spread.
-15686,2024-02-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.673,False,Dust extraction fan offline for 18 minutes on line finishing.
-15687,2024-02-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.296,False,Vibration harmonics broadened during extended production run.
-15688,2024-02-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.494,False,Thermal overshoot event coincided with recipe change on furnace.
-15689,2024-02-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.432,False,Vibration burst exceeds envelope during tool change cycle.
-15690,2024-02-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.694,False,Maintenance crew confirmed lubrication interval was missed.
-15691,2024-02-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.248,False,Machine throughput increase drove sustained pressure uplift.
-15692,2024-02-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.724,False,Dust extraction fan offline for 18 minutes on line finishing.
-15693,2024-02-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.107,False,Maintenance crew confirmed lubrication interval was missed.
-15694,2024-02-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.039,False,Air handler maintenance reduced humidity variance on finishing line.
-15695,2024-02-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.896,False,Edge collector replayed buffered events after network recovery.
-15696,2024-02-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.185,False,Maintenance crew confirmed lubrication interval was missed.
-15697,2024-02-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.579,False,Temperature remained elevated during unscheduled overtime run.
-15698,2024-02-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.829,False,Hydraulic line pressure oscillation detected under load.
-15699,2024-02-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.349,False,Humidity climbed during dock-door open period in afternoon shift.
-15700,2024-02-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.655,False,Sensor signal clipping observed during startup surge.
-15701,2024-02-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Air handler maintenance reduced humidity variance on finishing line.
-15702,2024-02-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.904,False,Shift handoff note referenced unusual noise near press enclosure.
-15703,2024-02-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.552,False,Telemetry quality flag downgraded during sensor self-test window.
-15704,2024-02-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.506,False,Temporary gateway failover completed without data loss.
-15705,2024-02-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.912,False,Condensation warning cleared after dehumidifier ramp-up.
-15706,2024-02-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.347,False,Telemetry quality flag downgraded during sensor self-test window.
-15707,2024-02-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.499,False,Maintenance scheduler deferred calibration due to spare shortage.
-15708,2024-02-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,34.517,False,Anomaly review flagged possible bearing wear progression.
-15709,2024-02-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.556,False,Condensation warning cleared after dehumidifier ramp-up.
-15710,2024-02-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.469,False,Thermal ramp exceeded expected warmup curve before shift start.
-15711,2024-02-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.789,False,Thermal overshoot event coincided with recipe change on furnace.
-15712,2024-02-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.537,False,Coolant loop adjustment reduced chamber temperature spread.
-15713,2024-02-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.526,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15714,2024-02-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.625,False,Condensation warning cleared after dehumidifier ramp-up.
-15715,2024-02-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.074,False,Telemetry quality flag downgraded during sensor self-test window.
-15716,2024-02-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.18,False,Hydraulic line pressure oscillation detected under load.
-15717,2024-02-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.848,False,Vibration burst exceeds envelope during tool change cycle.
-15718,2024-02-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.016,False,Night shift startup produced higher than normal vibration floor.
-15719,2024-02-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.498,False,Temperature variance narrowed after coolant nozzle cleaning.
-15720,2024-02-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.557,False,Calibration check overdue by 11 days for press-line transducer.
-15721,2024-02-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.453,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15722,2024-02-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.271,False,Air handler maintenance reduced humidity variance on finishing line.
-15723,2024-02-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Maintenance note logged for coupling imbalance inspection.
-15724,2024-02-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.958,False,Quality hold reduced finishing booth activity for one shift.
-15725,2024-02-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.624,False,Warning threshold updated for pilot predictive-maintenance model.
-15726,2024-02-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.78,False,Operator reported intermittent chatter on machine CNC-04.
-15727,2024-02-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Sensor signal clipping observed during startup surge.
-15728,2024-02-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.309,False,Edge collector replayed buffered events after network recovery.
-15729,2024-02-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.441,False,Air handler maintenance reduced humidity variance on finishing line.
-15730,2024-02-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.296,False,Sensor signal clipping observed during startup surge.
-15731,2024-02-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.945,False,Humidity readings track seasonal rise across late spring.
-15732,2024-02-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.82,False,Warning threshold updated for pilot predictive-maintenance model.
-15733,2024-02-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.78,False,Sensor signal clipping observed during startup surge.
-15734,2024-02-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.321,False,Sensor enclosure opened for manual calibration verification.
-15735,2024-02-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Supervisory alert generated after three consecutive threshold breaches.
-15736,2024-02-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.565,False,Press cycle dwell time lengthened during high-volume batch.
-15737,2024-02-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.66,False,Operator reported intermittent chatter on machine CNC-04.
-15738,2024-02-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.224,False,Machine throughput increase drove sustained pressure uplift.
-15739,2024-02-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.637,False,Machine throughput increase drove sustained pressure uplift.
-15740,2024-02-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.333,False,Maintenance scheduler deferred calibration due to spare shortage.
-15741,2024-02-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.108,False,Thermal ramp exceeded expected warmup curve before shift start.
-15742,2024-02-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.518,False,Edge collector replayed buffered events after network recovery.
-15743,2024-02-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15744,2024-02-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.896,False,Shift handoff note referenced unusual noise near press enclosure.
-15745,2024-02-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.146,False,Thermal ramp exceeded expected warmup curve before shift start.
-15746,2024-02-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.477,False,Coolant loop adjustment reduced chamber temperature spread.
-15747,2024-02-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.986,False,Pressure peak corresponds to oversized billet batch processing.
-15748,2024-02-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.139,False,Pressure peak corresponds to oversized billet batch processing.
-15749,2024-02-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.428,False,Shift handoff note referenced unusual noise near press enclosure.
-15750,2024-02-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.08,False,Edge collector replayed buffered events after network recovery.
-15751,2024-02-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.79,False,Vibration burst exceeds envelope during tool change cycle.
-15752,2024-02-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.246,False,Telemetry quality flag downgraded during sensor self-test window.
-15753,2024-02-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.312,False,Maintenance scheduler deferred calibration due to spare shortage.
-15754,2024-02-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.623,False,Temporary gateway failover completed without data loss.
-15755,2024-02-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.448,False,Quality team requested trace review for lot 24-118B.
-15756,2024-02-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.228,False,Humidity climbed during dock-door open period in afternoon shift.
-15757,2024-02-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.973,False,Edge collector replayed buffered events after network recovery.
-15758,2024-02-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.554,False,Vibration baseline recovered after tool holder replacement.
-15759,2024-02-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.359,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15760,2024-02-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.414,False,Quality hold reduced finishing booth activity for one shift.
-15761,2024-02-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.367,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15762,2024-02-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,59.053,False,Humidity readings track seasonal rise across late spring.
-15763,2024-02-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.786,False,Reliability engineer tagged sample window for model retraining.
-15764,2024-02-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.755,False,Calibration check overdue by 11 days for press-line transducer.
-15765,2024-02-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.467,False,Condensation warning cleared after dehumidifier ramp-up.
-15766,2024-02-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.603,False,Coolant loop adjustment reduced chamber temperature spread.
-15767,2024-02-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.628,False,Short-lived packet loss observed at edge gateway gw-02.
-15768,2024-02-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.694,False,Humidity climbed during dock-door open period in afternoon shift.
-15769,2024-02-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.6,False,Night shift startup produced higher than normal vibration floor.
-15770,2024-02-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.342,False,Thermal overshoot event coincided with recipe change on furnace.
-15771,2024-02-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.113,False,Supervisory alert generated after three consecutive threshold breaches.
-15772,2024-02-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.386,False,Shift handoff note referenced unusual noise near press enclosure.
-15773,2024-02-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.118,False,Warning threshold updated for pilot predictive-maintenance model.
-15774,2024-02-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.721,False,Operator reported intermittent chatter on machine CNC-04.
-15775,2024-02-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.761,False,Thermal ramp exceeded expected warmup curve before shift start.
-15776,2024-02-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.734,False,Short-lived packet loss observed at edge gateway gw-02.
-15777,2024-02-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Thermal ramp exceeded expected warmup curve before shift start.
-15778,2024-02-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.767,False,Bearing temperature rising faster than baseline on spindle cell.
-15779,2024-02-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.12,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15780,2024-02-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.937,False,Calibration check overdue by 11 days for press-line transducer.
-15781,2024-02-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.851,False,Pressure settled back to nominal after valve reseat.
-15782,2024-02-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.177,False,Night shift startup produced higher than normal vibration floor.
-15783,2024-02-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.181,False,Pressure line purge completed before restart authorization.
-15784,2024-02-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.629,False,Machine idle period extended during planned sanitation window.
-15785,2024-02-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.608,False,Night shift startup produced higher than normal vibration floor.
-15786,2024-02-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.263,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15787,2024-02-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.393,False,Reliability engineer tagged sample window for model retraining.
-15788,2024-02-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.029,False,Reliability engineer tagged sample window for model retraining.
-15789,2024-02-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.828,False,Shift handoff note referenced unusual noise near press enclosure.
-15790,2024-02-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.022,False,Humidity climbed during dock-door open period in afternoon shift.
-15791,2024-02-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.735,False,Pressure settled back to nominal after valve reseat.
-15792,2024-02-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.089,False,Pressure settled back to nominal after valve reseat.
-15793,2024-02-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.337,False,Humidity excursion near finishing booth during coating run.
-15794,2024-02-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.128,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15795,2024-02-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.409,False,Anomaly review flagged possible bearing wear progression.
-15796,2024-02-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.653,False,Calibration check overdue by 11 days for press-line transducer.
-15797,2024-02-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.478,False,Telemetry quality flag downgraded during sensor self-test window.
-15798,2024-02-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.804,False,Thermal ramp exceeded expected warmup curve before shift start.
-15799,2024-02-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.642,False,Transient outlier matched forklift impact near cabinet wall.
-15800,2024-02-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.448,False,Telemetry quality flag downgraded during sensor self-test window.
-15801,2024-02-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.621,False,Edge collector replayed buffered events after network recovery.
-15802,2024-02-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.791,False,Maintenance crew confirmed lubrication interval was missed.
-15803,2024-02-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.315,False,Reliability engineer tagged sample window for model retraining.
-15804,2024-02-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.596,False,Pressure line purge completed before restart authorization.
-15805,2024-02-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.468,False,Sensor enclosure opened for manual calibration verification.
-15806,2024-02-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.894,False,Operator reset acknowledged after red-tag inspection.
-15807,2024-02-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.109,False,Press cycle dwell time lengthened during high-volume batch.
-15808,2024-02-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.011,False,Pressure settled back to nominal after valve reseat.
-15809,2024-02-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.139,False,Anomaly review flagged possible bearing wear progression.
-15810,2024-02-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.547,False,Humidity baseline improved after seal replacement.
-15811,2024-02-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.546,False,Warning threshold updated for pilot predictive-maintenance model.
-15812,2024-02-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.273,False,Temperature variance narrowed after coolant nozzle cleaning.
-15813,2024-02-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,SCADA backfill inserted two delayed telemetry points.
-15814,2024-02-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.644,False,Heat-treat furnace door cycling increased localized temperature spikes.
-15815,2024-02-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.947,False,Anomaly review flagged possible bearing wear progression.
-15816,2024-02-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.878,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15817,2024-02-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Temperature remained elevated during unscheduled overtime run.
-15818,2024-02-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.526,False,Edge collector replayed buffered events after network recovery.
-15819,2024-02-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.463,False,Machine idle period extended during planned sanitation window.
-15820,2024-02-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.023,False,Packaging line stop reduced adjacent vibration background.
-15821,2024-02-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.389,False,Pressure line purge completed before restart authorization.
-15822,2024-02-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.078,False,Unbalanced load introduced cyclical pressure ripple.
-15823,2024-02-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Humidity baseline improved after seal replacement.
-15824,2024-02-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.659,False,Humidity climbed during dock-door open period in afternoon shift.
-15825,2024-02-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.3,False,Calibration check overdue by 11 days for press-line transducer.
-15826,2024-02-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.394,False,Press cycle dwell time lengthened during high-volume batch.
-15827,2024-02-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.647,False,Telemetry quality flag downgraded during sensor self-test window.
-15828,2024-02-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.665,False,Vibration burst exceeds envelope during tool change cycle.
-15829,2024-02-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Pressure peak corresponds to oversized billet batch processing.
-15830,2024-02-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.985,False,Dust extraction fan offline for 18 minutes on line finishing.
-15831,2024-02-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.377,False,Sensor battery health remains nominal after firmware update.
-15832,2024-02-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.6,False,Coolant loop adjustment reduced chamber temperature spread.
-15833,2024-02-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.221,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15834,2024-02-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.243,False,Machine throughput increase drove sustained pressure uplift.
-15835,2024-02-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.153,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15836,2024-02-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.97,False,Supervisory alert generated after three consecutive threshold breaches.
-15837,2024-02-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.388,False,Humidity climbed during dock-door open period in afternoon shift.
-15838,2024-02-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.783,False,Anomaly review flagged possible bearing wear progression.
-15839,2024-02-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.283,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15840,2024-02-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.174,False,Thermal overshoot event coincided with recipe change on furnace.
-15841,2024-02-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.749,False,Machine idle period extended during planned sanitation window.
-15842,2024-02-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.946,False,Humidity excursion near finishing booth during coating run.
-15843,2024-02-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.261,False,Humidity excursion near finishing booth during coating run.
-15844,2024-02-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.235,False,Humidity excursion near finishing booth during coating run.
-15845,2024-02-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.909,False,Thermal ramp exceeded expected warmup curve before shift start.
-15846,2024-02-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.266,False,Reliability engineer tagged sample window for model retraining.
-15847,2024-02-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.82,False,Temperature variance narrowed after coolant nozzle cleaning.
-15848,2024-02-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.599,False,Vibration harmonics broadened during extended production run.
-15849,2024-02-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.707,False,SCADA backfill inserted two delayed telemetry points.
-15850,2024-02-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.937,False,Anomaly review flagged possible bearing wear progression.
-15851,2024-02-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.009,False,Temperature remained elevated during unscheduled overtime run.
-15852,2024-02-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.925,False,Thermal ramp exceeded expected warmup curve before shift start.
-15853,2024-02-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.886,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15854,2024-02-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.421,False,Maintenance note logged for coupling imbalance inspection.
-15855,2024-02-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.24,False,Unbalanced load introduced cyclical pressure ripple.
-15856,2024-02-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.713,False,Bearing temperature rising faster than baseline on spindle cell.
-15857,2024-02-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.724,False,Calibration check overdue by 11 days for press-line transducer.
-15858,2024-02-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.324,False,Thermal ramp exceeded expected warmup curve before shift start.
-15859,2024-02-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.921,False,Humidity excursion near finishing booth during coating run.
-15860,2024-02-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.686,False,Telemetry quality flag downgraded during sensor self-test window.
-15861,2024-02-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.014,False,Quality hold reduced finishing booth activity for one shift.
-15862,2024-02-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.192,False,Temperature remained elevated during unscheduled overtime run.
-15863,2024-02-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.694,False,Bearing temperature rising faster than baseline on spindle cell.
-15864,2024-02-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.608,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15865,2024-02-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.673,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15866,2024-02-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.823,False,Sensor signal clipping observed during startup surge.
-15867,2024-02-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.528,False,Short-lived packet loss observed at edge gateway gw-02.
-15868,2024-02-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.804,False,Transient outlier matched forklift impact near cabinet wall.
-15869,2024-02-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.382,False,Ambient temperature stabilized after HVAC stage-two engagement.
-15870,2024-02-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.069,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15871,2024-02-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.66,False,Calibration check overdue by 11 days for press-line transducer.
-15872,2024-02-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.903,False,Operator reported intermittent chatter on machine CNC-04.
-15873,2024-02-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.176,False,Maintenance scheduler deferred calibration due to spare shortage.
-15874,2024-02-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.958,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15875,2024-02-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.901,False,Thermal ramp exceeded expected warmup curve before shift start.
-15876,2024-02-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.354,False,Reliability engineer tagged sample window for model retraining.
-15877,2024-02-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.635,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-15878,2024-02-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,61.544,False,Supervisory alert generated after three consecutive threshold breaches.
-15879,2024-02-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.603,False,Maintenance crew confirmed lubrication interval was missed.
-15880,2024-02-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.756,False,SCADA backfill inserted two delayed telemetry points.
-15881,2024-02-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.006,False,Coolant loop adjustment reduced chamber temperature spread.
-15882,2024-02-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.134,False,Pressure settled back to nominal after valve reseat.
-15883,2024-02-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.904,False,Hydraulic line pressure oscillation detected under load.
-15884,2024-02-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.984,False,Condensation warning cleared after dehumidifier ramp-up.
-15885,2024-02-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.772,False,SCADA backfill inserted two delayed telemetry points.
-15886,2024-02-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.706,False,Vibration burst exceeds envelope during tool change cycle.
-15887,2024-02-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.636,False,Packaging line stop reduced adjacent vibration background.
-15888,2024-02-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.001,False,Operator reset acknowledged after red-tag inspection.
-15889,2024-02-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.339,False,Temporary gateway failover completed without data loss.
-15890,2024-02-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.988,False,Temperature remained elevated during unscheduled overtime run.
-15891,2024-02-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.214,False,Operator reported intermittent chatter on machine CNC-04.
-15892,2024-02-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.758,False,Thermal overshoot event coincided with recipe change on furnace.
-15893,2024-02-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.711,False,Humidity readings track seasonal rise across late spring.
-15894,2024-02-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.247,False,Warning threshold updated for pilot predictive-maintenance model.
-15895,2024-02-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.509,False,Vibration burst exceeds envelope during tool change cycle.
-15896,2024-02-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.263,False,Hydraulic line pressure oscillation detected under load.
-15897,2024-02-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.162,False,Sensor enclosure opened for manual calibration verification.
-15898,2024-02-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.842,False,Temperature remained elevated during unscheduled overtime run.
-15899,2024-02-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.932,False,Sensor battery health remains nominal after firmware update.
-15900,2024-02-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.089,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15901,2024-02-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.197,False,Warning threshold updated for pilot predictive-maintenance model.
-15902,2024-02-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.541,False,Night shift startup produced higher than normal vibration floor.
-15903,2024-02-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.742,False,Sensor heartbeat delayed by one interval after gateway retry.
-15904,2024-02-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,52.332,False,Night shift startup produced higher than normal vibration floor.
-15905,2024-02-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.732,False,Dust extraction fan offline for 18 minutes on line finishing.
-15906,2024-02-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.423,False,Packaging line stop reduced adjacent vibration background.
-15907,2024-02-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.036,False,Warning threshold updated for pilot predictive-maintenance model.
-15908,2024-02-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.196,False,Thermal overshoot event coincided with recipe change on furnace.
-15909,2024-02-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Machine idle period extended during planned sanitation window.
-15910,2024-02-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.108,False,Humidity baseline improved after seal replacement.
-15911,2024-02-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.32,False,Humidity excursion near finishing booth during coating run.
-15912,2024-02-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,59.408,False,Maintenance note logged for coupling imbalance inspection.
-15913,2024-02-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.572,False,Humidity climbed during dock-door open period in afternoon shift.
-15914,2024-02-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.068,False,Maintenance scheduler deferred calibration due to spare shortage.
-15915,2024-02-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.645,False,Telemetry quality flag downgraded during sensor self-test window.
-15916,2024-02-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.328,False,Maintenance crew confirmed lubrication interval was missed.
-15917,2024-02-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.362,False,Unbalanced load introduced cyclical pressure ripple.
-15918,2024-02-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.215,False,Operator reported intermittent chatter on machine CNC-04.
-15919,2024-02-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.258,False,Machine idle period extended during planned sanitation window.
-15920,2024-02-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.593,False,Condensation warning cleared after dehumidifier ramp-up.
-15921,2024-02-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.283,False,Supervisory alert generated after three consecutive threshold breaches.
-15922,2024-02-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.245,False,Unbalanced load introduced cyclical pressure ripple.
-15923,2024-02-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.839,False,Hydraulic line pressure oscillation detected under load.
-15924,2024-02-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.703,False,Maintenance crew confirmed lubrication interval was missed.
-15925,2024-02-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.479,False,Edge collector replayed buffered events after network recovery.
-15926,2024-02-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.882,False,Air handler maintenance reduced humidity variance on finishing line.
-15927,2024-02-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Sensor enclosure opened for manual calibration verification.
-15928,2024-02-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.06,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-15929,2024-02-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.647,False,Compressed air fluctuation introduced pressure noise for two cycles.
-15930,2024-02-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.267,False,Reliability engineer tagged sample window for model retraining.
-15931,2024-02-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.915,False,Condensation warning cleared after dehumidifier ramp-up.
-15932,2024-02-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.182,False,Machine throughput increase drove sustained pressure uplift.
-15933,2024-02-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.334,False,Pressure peak corresponds to oversized billet batch processing.
-15934,2024-02-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.406,False,Humidity excursion near finishing booth during coating run.
-15935,2024-02-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.063,False,Packaging line stop reduced adjacent vibration background.
-15936,2024-02-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.563,False,Operator reset acknowledged after red-tag inspection.
-15937,2024-02-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.618,False,Quality team requested trace review for lot 24-118B.
-15938,2024-02-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.682,False,Night shift startup produced higher than normal vibration floor.
-15939,2024-02-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.374,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-15940,2024-02-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.299,False,Sensor heartbeat delayed by one interval after gateway retry.
-15941,2024-02-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.551,False,Packaging line stop reduced adjacent vibration background.
-15942,2024-02-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.002,False,Anomaly review flagged possible bearing wear progression.
-15943,2024-02-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.989,False,Sensor signal clipping observed during startup surge.
-15944,2024-02-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.517,False,Machine throughput increase drove sustained pressure uplift.
-15945,2024-02-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.623,False,Air handler maintenance reduced humidity variance on finishing line.
-15946,2024-02-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.031,False,Edge collector replayed buffered events after network recovery.
-15947,2024-02-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.462,False,Quality team requested trace review for lot 24-118B.
-15948,2024-02-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.964,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15949,2024-02-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.229,False,Maintenance note logged for coupling imbalance inspection.
-15950,2024-02-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.945,False,Short-lived packet loss observed at edge gateway gw-02.
-15951,2024-02-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.976,False,Quality team requested trace review for lot 24-118B.
-15952,2024-02-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.719,False,Coolant loop adjustment reduced chamber temperature spread.
-15953,2024-02-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Sensor enclosure opened for manual calibration verification.
-15954,2024-02-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.109,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15955,2024-02-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.633,False,Transient outlier matched forklift impact near cabinet wall.
-15956,2024-02-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.165,False,Humidity climbed during dock-door open period in afternoon shift.
-15957,2024-02-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.315,False,Warning threshold updated for pilot predictive-maintenance model.
-15958,2024-02-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.348,False,Pressure peak corresponds to oversized billet batch processing.
-15959,2024-02-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.941,False,Transient outlier matched forklift impact near cabinet wall.
-15960,2024-02-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.573,False,Pressure settled back to nominal after valve reseat.
-15961,2024-02-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.075,False,Pressure peak corresponds to oversized billet batch processing.
-15962,2024-02-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.909,False,Sensor heartbeat delayed by one interval after gateway retry.
-15963,2024-02-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.834,False,Hydraulic line pressure oscillation detected under load.
-15964,2024-02-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.477,False,Quality hold reduced finishing booth activity for one shift.
-15965,2024-02-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.127,False,Humidity readings track seasonal rise across late spring.
-15966,2024-02-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.751,False,Thermal ramp exceeded expected warmup curve before shift start.
-15967,2024-02-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.653,False,Edge collector replayed buffered events after network recovery.
-15968,2024-02-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.115,False,Humidity readings track seasonal rise across late spring.
-15969,2024-02-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.321,False,Pressure line purge completed before restart authorization.
-15970,2024-02-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.513,False,Vibration baseline recovered after tool holder replacement.
-15971,2024-02-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.669,False,Vibration burst exceeds envelope during tool change cycle.
-15972,2024-02-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.994,False,Pressure settled back to nominal after valve reseat.
-15973,2024-02-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.788,False,Reliability engineer tagged sample window for model retraining.
-15974,2024-02-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.264,False,Dust extraction fan offline for 18 minutes on line finishing.
-15975,2024-02-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.331,False,Humidity baseline improved after seal replacement.
-15976,2024-02-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.3,False,Night shift startup produced higher than normal vibration floor.
-15977,2024-02-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.678,False,Vibration burst exceeds envelope during tool change cycle.
-15978,2024-02-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.357,False,Bearing temperature rising faster than baseline on spindle cell.
-15979,2024-02-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.15,False,Press cycle dwell time lengthened during high-volume batch.
-15980,2024-02-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.785,False,Sensor 3 drift suspected after cross-check with manual gauge.
-15981,2024-02-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.965,False,Pressure settled back to nominal after valve reseat.
-15982,2024-02-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.006,False,Short-lived packet loss observed at edge gateway gw-02.
-15983,2024-02-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.879,False,Pressure peak corresponds to oversized billet batch processing.
-15984,2024-02-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.92,False,Edge collector replayed buffered events after network recovery.
-15985,2024-02-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.658,False,Machine throughput increase drove sustained pressure uplift.
-15986,2024-02-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.673,False,Pressure peak corresponds to oversized billet batch processing.
-15987,2024-02-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.173,False,Short-lived packet loss observed at edge gateway gw-02.
-15988,2024-02-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.159,False,Sensor signal clipping observed during startup surge.
-15989,2024-02-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.077,False,Humidity climbed during dock-door open period in afternoon shift.
-15990,2024-02-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.292,False,Air handler maintenance reduced humidity variance on finishing line.
-15991,2024-02-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.429,False,Sensor battery health remains nominal after firmware update.
-15992,2024-02-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.68,False,Machine idle period extended during planned sanitation window.
-15993,2024-02-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.199,False,Edge collector replayed buffered events after network recovery.
-15994,2024-02-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.548,False,Press cycle dwell time lengthened during high-volume batch.
-15995,2024-02-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.971,False,Bearing temperature rising faster than baseline on spindle cell.
-15996,2024-02-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.326,False,Anomaly review flagged possible bearing wear progression.
-15997,2024-02-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.369,False,Vibration burst exceeds envelope during tool change cycle.
-15998,2024-02-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.139,False,Sensor battery health remains nominal after firmware update.
-15999,2024-02-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.306,False,Dust extraction fan offline for 18 minutes on line finishing.
-16000,2024-02-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.767,False,Maintenance crew confirmed lubrication interval was missed.
-16001,2024-02-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.117,False,Calibration check overdue by 11 days for press-line transducer.
-16002,2024-02-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.06,False,Condensation warning cleared after dehumidifier ramp-up.
-16003,2024-02-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.448,False,Air handler maintenance reduced humidity variance on finishing line.
-16004,2024-02-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.937,False,Short-lived packet loss observed at edge gateway gw-02.
-16005,2024-02-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Quality hold reduced finishing booth activity for one shift.
-16006,2024-02-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.544,False,Bearing temperature rising faster than baseline on spindle cell.
-16007,2024-02-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.003,False,Maintenance scheduler deferred calibration due to spare shortage.
-16008,2024-02-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.388,False,Shift handoff note referenced unusual noise near press enclosure.
-16009,2024-02-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,SCADA backfill inserted two delayed telemetry points.
-16010,2024-02-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.962,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16011,2024-02-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.853,False,Humidity readings track seasonal rise across late spring.
-16012,2024-02-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.231,False,Temporary gateway failover completed without data loss.
-16013,2024-02-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.855,False,Sensor battery health remains nominal after firmware update.
-16014,2024-02-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.449,False,Machine idle period extended during planned sanitation window.
-16015,2024-02-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.977,False,Maintenance scheduler deferred calibration due to spare shortage.
-16016,2024-02-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.831,False,Humidity readings track seasonal rise across late spring.
-16017,2024-02-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.67,False,Temperature remained elevated during unscheduled overtime run.
-16018,2024-02-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.081,False,Sensor heartbeat delayed by one interval after gateway retry.
-16019,2024-02-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.75,False,Vibration burst exceeds envelope during tool change cycle.
-16020,2024-02-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.92,False,Night shift startup produced higher than normal vibration floor.
-16021,2024-02-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.783,False,Shift handoff note referenced unusual noise near press enclosure.
-16022,2024-02-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.723,False,Press cycle dwell time lengthened during high-volume batch.
-16023,2024-02-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.323,False,Dust extraction fan offline for 18 minutes on line finishing.
-16024,2024-02-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.463,False,Temperature variance narrowed after coolant nozzle cleaning.
-16025,2024-02-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.606,False,Reliability engineer tagged sample window for model retraining.
-16026,2024-02-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.401,False,Packaging line stop reduced adjacent vibration background.
-16027,2024-02-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.835,False,Quality hold reduced finishing booth activity for one shift.
-16028,2024-02-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,51.169,False,Humidity readings track seasonal rise across late spring.
-16029,2024-02-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.293,False,Quality hold reduced finishing booth activity for one shift.
-16030,2024-02-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.459,False,Quality hold reduced finishing booth activity for one shift.
-16031,2024-02-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.982,False,Pressure line purge completed before restart authorization.
-16032,2024-02-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.126,False,SCADA backfill inserted two delayed telemetry points.
-16033,2024-02-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Dust extraction fan offline for 18 minutes on line finishing.
-16034,2024-02-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.305,False,Night shift startup produced higher than normal vibration floor.
-16035,2024-02-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.526,False,Maintenance note logged for coupling imbalance inspection.
-16036,2024-02-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.309,False,Packaging line stop reduced adjacent vibration background.
-16037,2024-02-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.304,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16038,2024-02-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.394,False,Humidity excursion near finishing booth during coating run.
-16039,2024-02-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.327,False,SCADA backfill inserted two delayed telemetry points.
-16040,2024-02-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.051,False,Pressure peak corresponds to oversized billet batch processing.
-16041,2024-02-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.341,False,Temperature remained elevated during unscheduled overtime run.
-16042,2024-02-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.822,False,Ambient temperature stabilized after HVAC stage-two engagement.
-16043,2024-02-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.52,False,Pressure line purge completed before restart authorization.
-16044,2024-02-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.04,False,Hydraulic line pressure oscillation detected under load.
-16045,2024-02-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.187,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16046,2024-02-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.4,False,Transient outlier matched forklift impact near cabinet wall.
-16047,2024-02-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.039,False,Sensor heartbeat delayed by one interval after gateway retry.
-16048,2024-02-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.122,False,Pressure line purge completed before restart authorization.
-16049,2024-02-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Bearing temperature rising faster than baseline on spindle cell.
-16050,2024-02-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.551,False,Humidity readings track seasonal rise across late spring.
-16051,2024-02-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.963,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16052,2024-02-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.643,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16053,2024-02-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.135,False,Temperature remained elevated during unscheduled overtime run.
-16054,2024-02-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.14,False,Condensation warning cleared after dehumidifier ramp-up.
-16055,2024-02-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.344,False,Supervisory alert generated after three consecutive threshold breaches.
-16056,2024-02-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.132,False,Humidity baseline improved after seal replacement.
-16057,2024-02-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Coolant loop adjustment reduced chamber temperature spread.
-16058,2024-02-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.352,False,Temperature variance narrowed after coolant nozzle cleaning.
-16059,2024-02-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.468,False,Thermal overshoot event coincided with recipe change on furnace.
-16060,2024-02-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.084,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16061,2024-02-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.519,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16062,2024-02-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.456,False,Shift handoff note referenced unusual noise near press enclosure.
-16063,2024-02-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.854,False,Sensor heartbeat delayed by one interval after gateway retry.
-16064,2024-02-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.453,False,Machine idle period extended during planned sanitation window.
-16065,2024-02-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.991,False,Temperature variance narrowed after coolant nozzle cleaning.
-16066,2024-02-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.974,False,Quality hold reduced finishing booth activity for one shift.
-16067,2024-02-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.745,False,Pressure peak corresponds to oversized billet batch processing.
-16068,2024-02-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.04,False,Operator reported intermittent chatter on machine CNC-04.
-16069,2024-02-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.896,False,Pressure settled back to nominal after valve reseat.
-16070,2024-02-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.887,False,Short-lived packet loss observed at edge gateway gw-02.
-16071,2024-02-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.868,False,Coolant loop adjustment reduced chamber temperature spread.
-16072,2024-02-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.279,False,Sensor heartbeat delayed by one interval after gateway retry.
-16073,2024-02-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.233,False,Warning threshold updated for pilot predictive-maintenance model.
-16074,2024-02-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.634,False,Maintenance scheduler deferred calibration due to spare shortage.
-16075,2024-02-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.508,False,Humidity baseline improved after seal replacement.
-16076,2024-02-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.99,False,Humidity excursion near finishing booth during coating run.
-16077,2024-02-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.012,False,Supervisory alert generated after three consecutive threshold breaches.
-16078,2024-02-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.203,False,Calibration check overdue by 11 days for press-line transducer.
-16079,2024-02-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.747,False,Transient outlier matched forklift impact near cabinet wall.
-16080,2024-02-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.89,False,Sensor enclosure opened for manual calibration verification.
-16081,2024-02-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.426,False,Calibration check overdue by 11 days for press-line transducer.
-16082,2024-02-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.924,False,Unbalanced load introduced cyclical pressure ripple.
-16083,2024-02-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.678,False,Sensor enclosure opened for manual calibration verification.
-16084,2024-02-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.231,False,Thermal overshoot event coincided with recipe change on furnace.
-16085,2024-02-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16086,2024-02-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.411,False,Maintenance note logged for coupling imbalance inspection.
-16087,2024-02-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.171,False,Quality team requested trace review for lot 24-118B.
-16088,2024-02-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.383,False,Coolant loop adjustment reduced chamber temperature spread.
-16089,2024-02-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.564,False,Vibration burst exceeds envelope during tool change cycle.
-16090,2024-02-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.94,False,Thermal ramp exceeded expected warmup curve before shift start.
-16091,2024-02-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.476,False,Thermal ramp exceeded expected warmup curve before shift start.
-16092,2024-02-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.932,False,Pressure line purge completed before restart authorization.
-16093,2024-02-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.841,False,Temperature variance narrowed after coolant nozzle cleaning.
-16094,2024-02-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.203,False,Temperature variance narrowed after coolant nozzle cleaning.
-16095,2024-02-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.542,False,Packaging line stop reduced adjacent vibration background.
-16096,2024-02-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.736,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16097,2024-02-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.788,False,Thermal ramp exceeded expected warmup curve before shift start.
-16098,2024-02-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.394,False,Operator reported intermittent chatter on machine CNC-04.
-16099,2024-02-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.88,False,Sensor battery health remains nominal after firmware update.
-16100,2024-02-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.112,False,Humidity readings track seasonal rise across late spring.
-16101,2024-02-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.519,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16102,2024-02-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.305,False,Vibration baseline recovered after tool holder replacement.
-16103,2024-02-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.774,False,Maintenance note logged for coupling imbalance inspection.
-16104,2024-02-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.573,False,Pressure line purge completed before restart authorization.
-16105,2024-02-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.214,False,Humidity baseline improved after seal replacement.
-16106,2024-02-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.291,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16107,2024-02-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.833,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16108,2024-02-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.127,False,Operator reset acknowledged after red-tag inspection.
-16109,2024-02-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.811,False,Edge collector replayed buffered events after network recovery.
-16110,2024-02-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.18,False,Humidity climbed during dock-door open period in afternoon shift.
-16111,2024-02-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.991,False,Operator reported intermittent chatter on machine CNC-04.
-16112,2024-02-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.194,False,Warning threshold updated for pilot predictive-maintenance model.
-16113,2024-02-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.91,False,Pressure peak corresponds to oversized billet batch processing.
-16114,2024-02-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.208,False,Thermal ramp exceeded expected warmup curve before shift start.
-16115,2024-02-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.826,False,Pressure line purge completed before restart authorization.
-16116,2024-02-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.779,False,Pressure line purge completed before restart authorization.
-16117,2024-02-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.083,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16118,2024-02-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.856,False,Supervisory alert generated after three consecutive threshold breaches.
-16119,2024-02-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.315,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16120,2024-02-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.931,False,Pressure peak corresponds to oversized billet batch processing.
-16121,2024-02-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.479,False,Supervisory alert generated after three consecutive threshold breaches.
-16122,2024-02-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.846,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16123,2024-02-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.851,False,Coolant loop adjustment reduced chamber temperature spread.
-16124,2024-02-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.65,False,Operator reported intermittent chatter on machine CNC-04.
-16125,2024-02-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.177,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16126,2024-02-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.18,False,Calibration check overdue by 11 days for press-line transducer.
-16127,2024-02-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.481,False,Humidity climbed during dock-door open period in afternoon shift.
-16128,2024-02-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.774,False,Sensor enclosure opened for manual calibration verification.
-16129,2024-02-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.251,False,Night shift startup produced higher than normal vibration floor.
-16130,2024-02-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.913,False,Reliability engineer tagged sample window for model retraining.
-16131,2024-02-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.475,False,Shift handoff note referenced unusual noise near press enclosure.
-16132,2024-02-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.49,False,Maintenance crew confirmed lubrication interval was missed.
-16133,2024-02-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.758,False,Night shift startup produced higher than normal vibration floor.
-16134,2024-02-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.859,False,Warning threshold updated for pilot predictive-maintenance model.
-16135,2024-02-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.883,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16136,2024-02-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.785,False,Air handler maintenance reduced humidity variance on finishing line.
-16137,2024-02-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.173,False,Operator reset acknowledged after red-tag inspection.
-16138,2024-02-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.723,False,Sensor enclosure opened for manual calibration verification.
-16139,2024-02-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.607,False,Quality hold reduced finishing booth activity for one shift.
-16140,2024-02-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.563,False,Anomaly review flagged possible bearing wear progression.
-16141,2024-02-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.24,False,Shift handoff note referenced unusual noise near press enclosure.
-16142,2024-02-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.379,False,Quality hold reduced finishing booth activity for one shift.
-16143,2024-02-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.561,False,Temporary gateway failover completed without data loss.
-16144,2024-02-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.803,False,Machine idle period extended during planned sanitation window.
-16145,2024-02-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.405,False,SCADA backfill inserted two delayed telemetry points.
-16146,2024-02-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.74,False,Thermal ramp exceeded expected warmup curve before shift start.
-16147,2024-02-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.298,False,Humidity readings track seasonal rise across late spring.
-16148,2024-02-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.991,False,Condensation warning cleared after dehumidifier ramp-up.
-16149,2024-02-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Press cycle dwell time lengthened during high-volume batch.
-16150,2024-02-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.324,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16151,2024-02-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.684,False,Operator reset acknowledged after red-tag inspection.
-16152,2024-02-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.366,False,Operator reported intermittent chatter on machine CNC-04.
-16153,2024-02-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.634,False,Maintenance scheduler deferred calibration due to spare shortage.
-16154,2024-02-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.344,False,Shift handoff note referenced unusual noise near press enclosure.
-16155,2024-02-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.336,False,Night shift startup produced higher than normal vibration floor.
-16156,2024-02-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.679,False,Temperature variance narrowed after coolant nozzle cleaning.
-16157,2024-02-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.514,False,Bearing temperature rising faster than baseline on spindle cell.
-16158,2024-02-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.508,False,Vibration harmonics broadened during extended production run.
-16159,2024-02-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.11,False,Quality team requested trace review for lot 24-118B.
-16160,2024-02-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.677,False,Pressure line purge completed before restart authorization.
-16161,2024-02-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.137,False,Edge collector replayed buffered events after network recovery.
-16162,2024-02-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.112,False,Machine idle period extended during planned sanitation window.
-16163,2024-02-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.529,False,Supervisory alert generated after three consecutive threshold breaches.
-16164,2024-02-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.072,False,Dust extraction fan offline for 18 minutes on line finishing.
-16165,2024-02-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.514,False,Shift handoff note referenced unusual noise near press enclosure.
-16166,2024-02-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.752,False,Sensor heartbeat delayed by one interval after gateway retry.
-16167,2024-02-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.732,False,Short-lived packet loss observed at edge gateway gw-02.
-16168,2024-02-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.885,False,Calibration check overdue by 11 days for press-line transducer.
-16169,2024-02-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.645,False,Humidity readings track seasonal rise across late spring.
-16170,2024-02-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.521,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16171,2024-02-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.757,False,Humidity excursion near finishing booth during coating run.
-16172,2024-02-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.806,False,Operator reported intermittent chatter on machine CNC-04.
-16173,2024-02-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.959,False,Vibration burst exceeds envelope during tool change cycle.
-16174,2024-02-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.126,False,Edge collector replayed buffered events after network recovery.
-16175,2024-02-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.545,False,Dust extraction fan offline for 18 minutes on line finishing.
-16176,2024-02-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.11,False,Air handler maintenance reduced humidity variance on finishing line.
-16177,2024-02-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.879,False,Quality team requested trace review for lot 24-118B.
-16178,2024-02-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.002,False,Humidity excursion near finishing booth during coating run.
-16179,2024-02-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.795,False,Quality hold reduced finishing booth activity for one shift.
-16180,2024-02-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.941,False,Edge collector replayed buffered events after network recovery.
-16181,2024-02-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.59,False,Thermal overshoot event coincided with recipe change on furnace.
-16182,2024-02-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.763,False,Humidity baseline improved after seal replacement.
-16183,2024-02-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.935,False,Packaging line stop reduced adjacent vibration background.
-16184,2024-02-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.728,False,Dust extraction fan offline for 18 minutes on line finishing.
-16185,2024-02-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.164,False,SCADA backfill inserted two delayed telemetry points.
-16186,2024-02-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.874,False,Quality hold reduced finishing booth activity for one shift.
-16187,2024-02-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.721,False,Machine throughput increase drove sustained pressure uplift.
-16188,2024-02-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.072,False,Condensation warning cleared after dehumidifier ramp-up.
-16189,2024-02-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.348,False,Condensation warning cleared after dehumidifier ramp-up.
-16190,2024-02-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.485,False,Maintenance note logged for coupling imbalance inspection.
-16191,2024-02-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.686,False,Pressure peak corresponds to oversized billet batch processing.
-16192,2024-02-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.412,False,Night shift startup produced higher than normal vibration floor.
-16193,2024-02-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.727,False,Vibration burst exceeds envelope during tool change cycle.
-16194,2024-02-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.517,False,Anomaly review flagged possible bearing wear progression.
-16195,2024-02-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.559,False,Transient outlier matched forklift impact near cabinet wall.
-16196,2024-02-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.383,False,Night shift startup produced higher than normal vibration floor.
-16197,2024-02-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.357,False,Machine idle period extended during planned sanitation window.
-16198,2024-02-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.835,False,Operator reported intermittent chatter on machine CNC-04.
-16199,2024-02-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.855,False,Vibration baseline recovered after tool holder replacement.
-16200,2024-02-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.32,False,Short-lived packet loss observed at edge gateway gw-02.
-16201,2024-02-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.597,False,Reliability engineer tagged sample window for model retraining.
-16202,2024-02-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.289,False,Humidity excursion near finishing booth during coating run.
-16203,2024-02-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.944,False,Supervisory alert generated after three consecutive threshold breaches.
-16204,2024-02-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.605,False,Hydraulic line pressure oscillation detected under load.
-16205,2024-02-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.422,False,Telemetry quality flag downgraded during sensor self-test window.
-16206,2024-02-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.139,False,Telemetry quality flag downgraded during sensor self-test window.
-16207,2024-02-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.677,False,Shift handoff note referenced unusual noise near press enclosure.
-16208,2024-02-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.97,False,Sensor enclosure opened for manual calibration verification.
-16209,2024-02-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16210,2024-02-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.998,False,Humidity readings track seasonal rise across late spring.
-16211,2024-02-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.415,False,Bearing temperature rising faster than baseline on spindle cell.
-16212,2024-02-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.265,False,Vibration harmonics broadened during extended production run.
-16213,2024-02-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.692,False,Hydraulic line pressure oscillation detected under load.
-16214,2024-02-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.064,False,Quality team requested trace review for lot 24-118B.
-16215,2024-02-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.647,False,Machine idle period extended during planned sanitation window.
-16216,2024-02-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.592,False,Maintenance scheduler deferred calibration due to spare shortage.
-16217,2024-02-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.553,False,Sensor signal clipping observed during startup surge.
-16218,2024-02-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.249,False,Transient outlier matched forklift impact near cabinet wall.
-16219,2024-02-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.749,False,Packaging line stop reduced adjacent vibration background.
-16220,2024-02-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.53,False,Edge collector replayed buffered events after network recovery.
-16221,2024-02-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.134,False,Pressure peak corresponds to oversized billet batch processing.
-16222,2024-02-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16223,2024-02-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.358,False,Night shift startup produced higher than normal vibration floor.
-16224,2024-02-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.426,False,Vibration burst exceeds envelope during tool change cycle.
-16225,2024-02-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.392,False,Short-lived packet loss observed at edge gateway gw-02.
-16226,2024-02-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.968,False,Machine idle period extended during planned sanitation window.
-16227,2024-02-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.193,False,Bearing temperature rising faster than baseline on spindle cell.
-16228,2024-02-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.221,False,Air handler maintenance reduced humidity variance on finishing line.
-16229,2024-02-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.59,False,Transient outlier matched forklift impact near cabinet wall.
-16230,2024-02-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.989,False,Edge collector replayed buffered events after network recovery.
-16231,2024-02-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Hydraulic line pressure oscillation detected under load.
-16232,2024-02-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.149,False,Edge collector replayed buffered events after network recovery.
-16233,2024-02-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Maintenance note logged for coupling imbalance inspection.
-16234,2024-02-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.942,False,Air handler maintenance reduced humidity variance on finishing line.
-16235,2024-02-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.714,False,Sensor signal clipping observed during startup surge.
-16236,2024-02-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.65,False,Short-lived packet loss observed at edge gateway gw-02.
-16237,2024-02-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.524,False,Short-lived packet loss observed at edge gateway gw-02.
-16238,2024-02-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.516,False,Coolant loop adjustment reduced chamber temperature spread.
-16239,2024-02-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.595,False,Hydraulic line pressure oscillation detected under load.
-16240,2024-02-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.962,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16241,2024-02-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.801,False,Sensor enclosure opened for manual calibration verification.
-16242,2024-02-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.739,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16243,2024-02-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.929,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16244,2024-02-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.421,False,Vibration burst exceeds envelope during tool change cycle.
-16245,2024-02-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Telemetry quality flag downgraded during sensor self-test window.
-16246,2024-02-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.787,False,Warning threshold updated for pilot predictive-maintenance model.
-16247,2024-02-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.24,False,Quality team requested trace review for lot 24-118B.
-16248,2024-02-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.206,False,Anomaly review flagged possible bearing wear progression.
-16249,2024-02-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.806,False,Vibration baseline recovered after tool holder replacement.
-16250,2024-02-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.291,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16251,2024-02-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.581,False,Calibration check overdue by 11 days for press-line transducer.
-16252,2024-02-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.55,False,Operator reported intermittent chatter on machine CNC-04.
-16253,2024-02-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.637,False,SCADA backfill inserted two delayed telemetry points.
-16254,2024-02-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.072,False,SCADA backfill inserted two delayed telemetry points.
-16255,2024-02-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Unbalanced load introduced cyclical pressure ripple.
-16256,2024-02-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.837,False,Temperature remained elevated during unscheduled overtime run.
-16257,2024-02-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.47,False,Maintenance crew confirmed lubrication interval was missed.
-16258,2024-02-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.383,False,Operator reset acknowledged after red-tag inspection.
-16259,2024-02-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.083,False,Pressure peak corresponds to oversized billet batch processing.
-16260,2024-02-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.284,False,Maintenance scheduler deferred calibration due to spare shortage.
-16261,2024-02-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.487,False,Condensation warning cleared after dehumidifier ramp-up.
-16262,2024-02-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.24,False,Ambient temperature stabilized after HVAC stage-two engagement.
-16263,2024-02-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.93,False,Coolant loop adjustment reduced chamber temperature spread.
-16264,2024-02-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.828,False,SCADA backfill inserted two delayed telemetry points.
-16265,2024-02-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.659,False,Temporary gateway failover completed without data loss.
-16266,2024-02-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.278,False,Temperature remained elevated during unscheduled overtime run.
-16267,2024-02-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.045,False,Hydraulic line pressure oscillation detected under load.
-16268,2024-02-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.833,False,Vibration baseline recovered after tool holder replacement.
-16269,2024-02-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.145,False,Temperature variance narrowed after coolant nozzle cleaning.
-16270,2024-02-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.086,False,Pressure peak corresponds to oversized billet batch processing.
-16271,2024-02-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.561,False,Short-lived packet loss observed at edge gateway gw-02.
-16272,2024-02-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.71,False,Hydraulic line pressure oscillation detected under load.
-16273,2024-02-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.245,False,Temperature variance narrowed after coolant nozzle cleaning.
-16274,2024-02-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.054,False,Night shift startup produced higher than normal vibration floor.
-16275,2024-02-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.775,False,Machine idle period extended during planned sanitation window.
-16276,2024-02-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.913,False,Maintenance scheduler deferred calibration due to spare shortage.
-16277,2024-02-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.681,False,Humidity excursion near finishing booth during coating run.
-16278,2024-02-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.888,False,Anomaly review flagged possible bearing wear progression.
-16279,2024-02-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.36,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16280,2024-02-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.245,False,Reliability engineer tagged sample window for model retraining.
-16281,2024-02-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.378,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16282,2024-02-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.188,False,Temporary gateway failover completed without data loss.
-16283,2024-02-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.109,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16284,2024-02-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.364,False,Humidity baseline improved after seal replacement.
-16285,2024-02-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.38,False,Humidity baseline improved after seal replacement.
-16286,2024-02-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.003,False,Sensor battery health remains nominal after firmware update.
-16287,2024-02-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.744,False,Quality hold reduced finishing booth activity for one shift.
-16288,2024-02-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.992,False,Humidity baseline improved after seal replacement.
-16289,2024-02-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.235,False,Operator reported intermittent chatter on machine CNC-04.
-16290,2024-02-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.022,False,Vibration baseline recovered after tool holder replacement.
-16291,2024-02-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.583,False,Packaging line stop reduced adjacent vibration background.
-16292,2024-02-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.415,False,Pressure line purge completed before restart authorization.
-16293,2024-02-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.236,False,Quality hold reduced finishing booth activity for one shift.
-16294,2024-02-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.397,False,Machine idle period extended during planned sanitation window.
-16295,2024-02-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.637,False,Humidity excursion near finishing booth during coating run.
-16296,2024-02-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.148,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16297,2024-02-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.361,False,Quality team requested trace review for lot 24-118B.
-16298,2024-02-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.114,False,Dust extraction fan offline for 18 minutes on line finishing.
-16299,2024-02-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.43,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16300,2024-02-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.687,False,Condensation warning cleared after dehumidifier ramp-up.
-16301,2024-02-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.491,False,Operator reported intermittent chatter on machine CNC-04.
-16302,2024-02-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.982,False,Pressure peak corresponds to oversized billet batch processing.
-16303,2024-02-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.021,False,Short-lived packet loss observed at edge gateway gw-02.
-16304,2024-02-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.826,False,Pressure peak corresponds to oversized billet batch processing.
-16305,2024-02-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.196,False,Temperature remained elevated during unscheduled overtime run.
-16306,2024-02-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.533,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16307,2024-02-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.722,False,Ambient temperature stabilized after HVAC stage-two engagement.
-16308,2024-02-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.193,False,Vibration baseline recovered after tool holder replacement.
-16309,2024-02-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.301,False,Sensor heartbeat delayed by one interval after gateway retry.
-16310,2024-02-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.778,False,Operator reported intermittent chatter on machine CNC-04.
-16311,2024-02-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.119,False,Ambient temperature stabilized after HVAC stage-two engagement.
-16312,2024-02-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.186,False,Shift handoff note referenced unusual noise near press enclosure.
-16313,2024-02-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.979,False,Vibration burst exceeds envelope during tool change cycle.
-16314,2024-02-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.857,False,Night shift startup produced higher than normal vibration floor.
-16315,2024-02-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.426,False,Night shift startup produced higher than normal vibration floor.
-16316,2024-02-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,50.427,False,Short-lived packet loss observed at edge gateway gw-02.
-16317,2024-02-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.163,False,Shift handoff note referenced unusual noise near press enclosure.
-16318,2024-02-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.727,False,Telemetry quality flag downgraded during sensor self-test window.
-16319,2024-02-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.737,False,Night shift startup produced higher than normal vibration floor.
-16320,2024-02-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.171,False,Packaging line stop reduced adjacent vibration background.
-16321,2024-02-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.9,False,Hydraulic line pressure oscillation detected under load.
-16322,2024-02-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.977,False,Machine idle period extended during planned sanitation window.
-16323,2024-02-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.025,False,Temperature variance narrowed after coolant nozzle cleaning.
-16324,2024-02-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.229,False,Pressure peak corresponds to oversized billet batch processing.
-16325,2024-02-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.009,False,Temperature variance narrowed after coolant nozzle cleaning.
-16326,2024-02-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.117,False,Thermal ramp exceeded expected warmup curve before shift start.
-16327,2024-02-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.32,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16328,2024-02-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.843,False,Temporary gateway failover completed without data loss.
-16329,2024-02-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.993,False,Operator reported intermittent chatter on machine CNC-04.
-16330,2024-02-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.982,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16331,2024-02-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.492,False,Packaging line stop reduced adjacent vibration background.
-16332,2024-02-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16333,2024-02-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.873,False,Coolant loop adjustment reduced chamber temperature spread.
-16334,2024-02-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.179,False,Thermal ramp exceeded expected warmup curve before shift start.
-16335,2024-02-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.589,False,Operator reported intermittent chatter on machine CNC-04.
-16336,2024-02-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.094,False,Dust extraction fan offline for 18 minutes on line finishing.
-16337,2024-02-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.319,False,Humidity excursion near finishing booth during coating run.
-16338,2024-02-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.394,False,Humidity climbed during dock-door open period in afternoon shift.
-16339,2024-02-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.724,False,Quality team requested trace review for lot 24-118B.
-16340,2024-02-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.343,False,Transient outlier matched forklift impact near cabinet wall.
-16341,2024-02-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.726,False,Sensor heartbeat delayed by one interval after gateway retry.
-16342,2024-02-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.681,False,Operator reported intermittent chatter on machine CNC-04.
-16343,2024-02-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.033,False,Anomaly review flagged possible bearing wear progression.
-16344,2024-02-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.288,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16345,2024-02-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.393,False,Unbalanced load introduced cyclical pressure ripple.
-16346,2024-02-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.581,False,Shift handoff note referenced unusual noise near press enclosure.
-16347,2024-02-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.964,False,Unbalanced load introduced cyclical pressure ripple.
-16348,2024-02-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.468,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16349,2024-02-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.303,False,Humidity climbed during dock-door open period in afternoon shift.
-16350,2024-02-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.29,False,Operator reported intermittent chatter on machine CNC-04.
-16351,2024-02-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.62,False,Shift handoff note referenced unusual noise near press enclosure.
-16352,2024-02-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.159,False,Temperature remained elevated during unscheduled overtime run.
-16353,2024-02-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.762,False,Temperature variance narrowed after coolant nozzle cleaning.
-16354,2024-02-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.772,False,Temperature remained elevated during unscheduled overtime run.
-16355,2024-02-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.452,False,Warning threshold updated for pilot predictive-maintenance model.
-16356,2024-02-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.423,False,Quality team requested trace review for lot 24-118B.
-16357,2024-02-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.386,False,Condensation warning cleared after dehumidifier ramp-up.
-16358,2024-02-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.132,False,Thermal ramp exceeded expected warmup curve before shift start.
-16359,2024-02-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.848,False,Sensor heartbeat delayed by one interval after gateway retry.
-16360,2024-02-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.347,False,Pressure line purge completed before restart authorization.
-16361,2024-02-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Thermal overshoot event coincided with recipe change on furnace.
-16362,2024-02-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.06,False,Condensation warning cleared after dehumidifier ramp-up.
-16363,2024-02-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.304,False,Vibration burst exceeds envelope during tool change cycle.
-16364,2024-02-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.84,False,Reliability engineer tagged sample window for model retraining.
-16365,2024-02-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.575,False,Pressure settled back to nominal after valve reseat.
-16366,2024-02-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.633,False,Calibration check overdue by 11 days for press-line transducer.
-16367,2024-02-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.944,False,Sensor enclosure opened for manual calibration verification.
-16368,2024-02-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.121,False,Telemetry quality flag downgraded during sensor self-test window.
-16369,2024-02-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.307,False,Operator reset acknowledged after red-tag inspection.
-16370,2024-02-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.774,False,Machine idle period extended during planned sanitation window.
-16371,2024-02-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.52,False,Pressure peak corresponds to oversized billet batch processing.
-16372,2024-02-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.75,False,Unbalanced load introduced cyclical pressure ripple.
-16373,2024-02-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.376,False,Warning threshold updated for pilot predictive-maintenance model.
-16374,2024-02-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.487,False,Air handler maintenance reduced humidity variance on finishing line.
-16375,2024-02-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.152,False,Pressure line purge completed before restart authorization.
-16376,2024-02-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.903,False,Pressure peak corresponds to oversized billet batch processing.
-16377,2024-02-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.665,False,Maintenance note logged for coupling imbalance inspection.
-16378,2024-02-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.776,False,Maintenance scheduler deferred calibration due to spare shortage.
-16379,2024-02-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.927,False,Night shift startup produced higher than normal vibration floor.
-16380,2024-02-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.98,False,Humidity excursion near finishing booth during coating run.
-16381,2024-02-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.262,False,SCADA backfill inserted two delayed telemetry points.
-16382,2024-02-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.664,False,Thermal ramp exceeded expected warmup curve before shift start.
-16383,2024-02-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.504,False,Temporary gateway failover completed without data loss.
-16384,2024-02-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.059,False,Sensor heartbeat delayed by one interval after gateway retry.
-16385,2024-02-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Operator reset acknowledged after red-tag inspection.
-16386,2024-02-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.684,False,Temperature variance narrowed after coolant nozzle cleaning.
-16387,2024-02-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.05,False,Press cycle dwell time lengthened during high-volume batch.
-16388,2024-02-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.454,False,Transient outlier matched forklift impact near cabinet wall.
-16389,2024-02-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16390,2024-02-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.601,False,Vibration baseline recovered after tool holder replacement.
-16391,2024-02-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.32,False,Temperature remained elevated during unscheduled overtime run.
-16392,2024-02-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.189,False,Air handler maintenance reduced humidity variance on finishing line.
-16393,2024-02-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Pressure settled back to nominal after valve reseat.
-16394,2024-02-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.071,False,Maintenance scheduler deferred calibration due to spare shortage.
-16395,2024-02-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.021,False,Quality team requested trace review for lot 24-118B.
-16396,2024-02-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.34,False,Humidity excursion near finishing booth during coating run.
-16397,2024-02-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.271,False,Shift handoff note referenced unusual noise near press enclosure.
-16398,2024-02-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.62,False,Temporary gateway failover completed without data loss.
-16399,2024-02-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.509,False,Dust extraction fan offline for 18 minutes on line finishing.
-16400,2024-02-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.862,False,Supervisory alert generated after three consecutive threshold breaches.
-16401,2024-02-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.819,False,Humidity climbed during dock-door open period in afternoon shift.
-16402,2024-02-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.17,False,Sensor heartbeat delayed by one interval after gateway retry.
-16403,2024-02-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.555,False,Night shift startup produced higher than normal vibration floor.
-16404,2024-02-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.033,False,Humidity climbed during dock-door open period in afternoon shift.
-16405,2024-02-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.765,False,Humidity climbed during dock-door open period in afternoon shift.
-16406,2024-02-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.319,False,Humidity readings track seasonal rise across late spring.
-16407,2024-02-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.327,False,Operator reported intermittent chatter on machine CNC-04.
-16408,2024-02-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.388,False,Anomaly review flagged possible bearing wear progression.
-16409,2024-02-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.228,False,Pressure line purge completed before restart authorization.
-16410,2024-02-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.83,False,Quality hold reduced finishing booth activity for one shift.
-16411,2024-02-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.717,False,Pressure settled back to nominal after valve reseat.
-16412,2024-02-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.245,False,Sensor enclosure opened for manual calibration verification.
-16413,2024-02-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.296,False,Short-lived packet loss observed at edge gateway gw-02.
-16414,2024-02-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.361,False,Warning threshold updated for pilot predictive-maintenance model.
-16415,2024-02-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.977,False,Humidity baseline improved after seal replacement.
-16416,2024-02-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.909,False,Telemetry quality flag downgraded during sensor self-test window.
-16417,2024-02-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.235,False,Humidity readings track seasonal rise across late spring.
-16418,2024-02-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.512,False,Press cycle dwell time lengthened during high-volume batch.
-16419,2024-02-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.398,False,Air handler maintenance reduced humidity variance on finishing line.
-16420,2024-02-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.677,False,Humidity baseline improved after seal replacement.
-16421,2024-02-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.496,False,Temperature variance narrowed after coolant nozzle cleaning.
-16422,2024-02-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.483,False,Sensor signal clipping observed during startup surge.
-16423,2024-02-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.936,False,Thermal overshoot event coincided with recipe change on furnace.
-16424,2024-02-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.601,False,Sensor battery health remains nominal after firmware update.
-16425,2024-02-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.792,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16426,2024-02-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.784,False,Telemetry quality flag downgraded during sensor self-test window.
-16427,2024-02-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.451,False,Calibration check overdue by 11 days for press-line transducer.
-16428,2024-02-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.601,False,Short-lived packet loss observed at edge gateway gw-02.
-16429,2024-02-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.398,False,Maintenance scheduler deferred calibration due to spare shortage.
-16430,2024-02-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.779,False,Humidity baseline improved after seal replacement.
-16431,2024-02-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.309,False,Transient outlier matched forklift impact near cabinet wall.
-16432,2024-02-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.452,False,Packaging line stop reduced adjacent vibration background.
-16433,2024-02-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.812,False,SCADA backfill inserted two delayed telemetry points.
-16434,2024-02-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.678,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16435,2024-02-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.144,False,Machine throughput increase drove sustained pressure uplift.
-16436,2024-02-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.99,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16437,2024-02-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.842,False,Temporary gateway failover completed without data loss.
-16438,2024-02-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.029,False,Calibration check overdue by 11 days for press-line transducer.
-16439,2024-02-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.177,False,Temporary gateway failover completed without data loss.
-16440,2024-02-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.251,False,Temporary gateway failover completed without data loss.
-16441,2024-02-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Pressure line purge completed before restart authorization.
-16442,2024-02-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.882,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16443,2024-02-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.741,False,Maintenance scheduler deferred calibration due to spare shortage.
-16444,2024-02-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.604,False,Hydraulic line pressure oscillation detected under load.
-16445,2024-02-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.063,False,Telemetry quality flag downgraded during sensor self-test window.
-16446,2024-02-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.448,False,Operator reported intermittent chatter on machine CNC-04.
-16447,2024-02-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.052,False,Ambient temperature stabilized after HVAC stage-two engagement.
-16448,2024-02-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.423,False,Quality team requested trace review for lot 24-118B.
-16449,2024-02-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.484,False,Ambient temperature stabilized after HVAC stage-two engagement.
-16450,2024-02-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.68,False,Vibration baseline recovered after tool holder replacement.
-16451,2024-02-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Air handler maintenance reduced humidity variance on finishing line.
-16452,2024-02-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.816,False,Anomaly review flagged possible bearing wear progression.
-16453,2024-02-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.265,False,Maintenance note logged for coupling imbalance inspection.
-16454,2024-02-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.137,False,Anomaly review flagged possible bearing wear progression.
-16455,2024-02-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.568,False,Reliability engineer tagged sample window for model retraining.
-16456,2024-02-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.869,False,Edge collector replayed buffered events after network recovery.
-16457,2024-02-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.369,False,Night shift startup produced higher than normal vibration floor.
-16458,2024-02-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.921,False,Operator reset acknowledged after red-tag inspection.
-16459,2024-02-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.522,False,Operator reported intermittent chatter on machine CNC-04.
-16460,2024-02-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.052,False,Coolant loop adjustment reduced chamber temperature spread.
-16461,2024-02-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.6,False,Pressure line purge completed before restart authorization.
-16462,2024-02-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.531,False,Calibration check overdue by 11 days for press-line transducer.
-16463,2024-02-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.882,False,Pressure peak corresponds to oversized billet batch processing.
-16464,2024-02-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.368,False,Temporary gateway failover completed without data loss.
-16465,2024-02-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.37,False,Coolant loop adjustment reduced chamber temperature spread.
-16466,2024-02-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.189,False,Vibration burst exceeds envelope during tool change cycle.
-16467,2024-02-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.57,False,Temporary gateway failover completed without data loss.
-16468,2024-02-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.939,False,Maintenance scheduler deferred calibration due to spare shortage.
-16469,2024-02-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.535,False,Vibration baseline recovered after tool holder replacement.
-16470,2024-02-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.015,False,Humidity readings track seasonal rise across late spring.
-16471,2024-02-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.167,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16472,2024-02-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.911,False,Maintenance scheduler deferred calibration due to spare shortage.
-16473,2024-02-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Machine throughput increase drove sustained pressure uplift.
-16474,2024-02-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.525,False,Hydraulic line pressure oscillation detected under load.
-16475,2024-02-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,Dust extraction fan offline for 18 minutes on line finishing.
-16476,2024-02-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.499,False,Hydraulic line pressure oscillation detected under load.
-16477,2024-02-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16478,2024-02-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.608,False,Temporary gateway failover completed without data loss.
-16479,2024-02-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.604,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16480,2024-02-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.129,False,Humidity readings track seasonal rise across late spring.
-16481,2024-02-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.237,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16482,2024-02-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.542,False,Maintenance crew confirmed lubrication interval was missed.
-16483,2024-02-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.031,False,Hydraulic line pressure oscillation detected under load.
-16484,2024-02-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.243,False,Hydraulic line pressure oscillation detected under load.
-16485,2024-02-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.249,False,Machine idle period extended during planned sanitation window.
-16486,2024-02-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.181,False,Supervisory alert generated after three consecutive threshold breaches.
-16487,2024-02-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.76,False,Hydraulic line pressure oscillation detected under load.
-16488,2024-02-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,51.854,False,Vibration baseline recovered after tool holder replacement.
-16489,2024-02-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.95,False,Anomaly review flagged possible bearing wear progression.
-16490,2024-02-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.936,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16491,2024-02-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.255,False,Humidity excursion near finishing booth during coating run.
-16492,2024-02-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.138,False,SCADA backfill inserted two delayed telemetry points.
-16493,2024-02-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.084,False,Unbalanced load introduced cyclical pressure ripple.
-16494,2024-02-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.12,False,Humidity climbed during dock-door open period in afternoon shift.
-16495,2024-02-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.83,False,Machine throughput increase drove sustained pressure uplift.
-16496,2024-02-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.026,False,Pressure line purge completed before restart authorization.
-16497,2024-02-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.68,False,Pressure line purge completed before restart authorization.
-16498,2024-02-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.649,False,Packaging line stop reduced adjacent vibration background.
-16499,2024-02-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.08,False,Vibration burst exceeds envelope during tool change cycle.
-16500,2024-02-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.44,False,Humidity climbed during dock-door open period in afternoon shift.
-16501,2024-02-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Machine throughput increase drove sustained pressure uplift.
-16502,2024-02-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.548,False,Telemetry quality flag downgraded during sensor self-test window.
-16503,2024-02-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.932,False,Sensor enclosure opened for manual calibration verification.
-16504,2024-02-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.014,False,Sensor heartbeat delayed by one interval after gateway retry.
-16505,2024-02-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Shift handoff note referenced unusual noise near press enclosure.
-16506,2024-02-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.292,False,Maintenance scheduler deferred calibration due to spare shortage.
-16507,2024-02-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.62,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16508,2024-02-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.804,False,Temperature remained elevated during unscheduled overtime run.
-16509,2024-02-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.289,False,Humidity excursion near finishing booth during coating run.
-16510,2024-02-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.826,False,Sensor signal clipping observed during startup surge.
-16511,2024-02-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.785,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16512,2024-02-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.037,False,Humidity readings track seasonal rise across late spring.
-16513,2024-02-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.079,False,Maintenance scheduler deferred calibration due to spare shortage.
-16514,2024-02-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.937,False,Vibration baseline recovered after tool holder replacement.
-16515,2024-02-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.48,False,Vibration burst exceeds envelope during tool change cycle.
-16516,2024-02-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.826,False,Supervisory alert generated after three consecutive threshold breaches.
-16517,2024-02-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Quality hold reduced finishing booth activity for one shift.
-16518,2024-02-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.067,False,Reliability engineer tagged sample window for model retraining.
-16519,2024-02-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Coolant loop adjustment reduced chamber temperature spread.
-16520,2024-02-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.552,False,Sensor signal clipping observed during startup surge.
-16521,2024-02-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.463,False,Shift handoff note referenced unusual noise near press enclosure.
-16522,2024-02-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.8,False,Temperature variance narrowed after coolant nozzle cleaning.
-16523,2024-02-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.455,False,Sensor signal clipping observed during startup surge.
-16524,2024-02-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.773,False,Edge collector replayed buffered events after network recovery.
-16525,2024-02-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.661,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16526,2024-02-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.921,False,Maintenance crew confirmed lubrication interval was missed.
-16527,2024-02-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.858,False,Pressure settled back to nominal after valve reseat.
-16528,2024-02-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.667,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16529,2024-02-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.89,False,Telemetry quality flag downgraded during sensor self-test window.
-16530,2024-02-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.115,False,SCADA backfill inserted two delayed telemetry points.
-16531,2024-02-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.341,False,Edge collector replayed buffered events after network recovery.
-16532,2024-02-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.786,False,Supervisory alert generated after three consecutive threshold breaches.
-16533,2024-02-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.694,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16534,2024-02-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.509,False,Thermal ramp exceeded expected warmup curve before shift start.
-16535,2024-02-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.026,False,Temperature variance narrowed after coolant nozzle cleaning.
-16536,2024-02-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.799,False,Humidity baseline improved after seal replacement.
-16537,2024-02-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.799,False,Temperature variance narrowed after coolant nozzle cleaning.
-16538,2024-02-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.843,False,Supervisory alert generated after three consecutive threshold breaches.
-16539,2024-02-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.711,False,SCADA backfill inserted two delayed telemetry points.
-16540,2024-02-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.78,False,Quality team requested trace review for lot 24-118B.
-16541,2024-02-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.628,False,Unbalanced load introduced cyclical pressure ripple.
-16542,2024-02-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.38,False,Dust extraction fan offline for 18 minutes on line finishing.
-16543,2024-02-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.609,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16544,2024-02-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.754,False,Bearing temperature rising faster than baseline on spindle cell.
-16545,2024-02-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.343,False,Sensor heartbeat delayed by one interval after gateway retry.
-16546,2024-02-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.773,False,Coolant loop adjustment reduced chamber temperature spread.
-16547,2024-02-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.828,False,Transient outlier matched forklift impact near cabinet wall.
-16548,2024-02-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.303,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16549,2024-02-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.859,False,Hydraulic line pressure oscillation detected under load.
-16550,2024-02-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.611,False,Maintenance crew confirmed lubrication interval was missed.
-16551,2024-02-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.332,False,Telemetry quality flag downgraded during sensor self-test window.
-16552,2024-02-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.603,False,Sensor battery health remains nominal after firmware update.
-16553,2024-02-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.658,False,Maintenance crew confirmed lubrication interval was missed.
-16554,2024-02-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.833,False,Calibration check overdue by 11 days for press-line transducer.
-16555,2024-02-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.38,False,Sensor heartbeat delayed by one interval after gateway retry.
-16556,2024-02-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.816,False,Sensor battery health remains nominal after firmware update.
-16557,2024-02-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.945,False,Telemetry quality flag downgraded during sensor self-test window.
-16558,2024-02-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.322,False,Vibration baseline recovered after tool holder replacement.
-16559,2024-02-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.218,False,Humidity baseline improved after seal replacement.
-16560,2024-02-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.742,False,Short-lived packet loss observed at edge gateway gw-02.
-16561,2024-02-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.5,False,Maintenance crew confirmed lubrication interval was missed.
-16562,2024-02-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.382,False,Thermal overshoot event coincided with recipe change on furnace.
-16563,2024-02-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.817,False,Humidity baseline improved after seal replacement.
-16564,2024-02-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.378,False,Unbalanced load introduced cyclical pressure ripple.
-16565,2024-02-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.681,False,Vibration harmonics broadened during extended production run.
-16566,2024-02-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.995,False,Temperature remained elevated during unscheduled overtime run.
-16567,2024-02-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.506,False,Thermal overshoot event coincided with recipe change on furnace.
-16568,2024-02-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.548,False,Operator reset acknowledged after red-tag inspection.
-16569,2024-02-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Hydraulic line pressure oscillation detected under load.
-16570,2024-02-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.846,False,Telemetry quality flag downgraded during sensor self-test window.
-16571,2024-02-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Reliability engineer tagged sample window for model retraining.
-16572,2024-02-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.406,False,Shift handoff note referenced unusual noise near press enclosure.
-16573,2024-02-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.969,False,Unbalanced load introduced cyclical pressure ripple.
-16574,2024-02-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.403,False,Supervisory alert generated after three consecutive threshold breaches.
-16575,2024-02-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.167,False,SCADA backfill inserted two delayed telemetry points.
-16576,2024-02-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.131,False,Bearing temperature rising faster than baseline on spindle cell.
-16577,2024-02-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.458,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16578,2024-02-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.398,False,Pressure peak corresponds to oversized billet batch processing.
-16579,2024-02-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.255,False,Anomaly review flagged possible bearing wear progression.
-16580,2024-02-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.136,False,Maintenance crew confirmed lubrication interval was missed.
-16581,2024-02-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.012,False,Maintenance scheduler deferred calibration due to spare shortage.
-16582,2024-02-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.062,False,Edge collector replayed buffered events after network recovery.
-16583,2024-02-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.817,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16584,2024-02-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.656,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16585,2024-02-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.053,False,Sensor signal clipping observed during startup surge.
-16586,2024-02-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.91,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16587,2024-02-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Warning threshold updated for pilot predictive-maintenance model.
-16588,2024-02-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,47.081,False,Calibration check overdue by 11 days for press-line transducer.
-16589,2024-02-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.866,False,Temporary gateway failover completed without data loss.
-16590,2024-02-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.659,False,Humidity readings track seasonal rise across late spring.
-16591,2024-02-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.579,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16592,2024-02-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.547,False,Pressure line purge completed before restart authorization.
-16593,2024-02-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Supervisory alert generated after three consecutive threshold breaches.
-16594,2024-02-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.64,False,Humidity readings track seasonal rise across late spring.
-16595,2024-02-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.828,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16596,2024-02-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.099,False,Maintenance note logged for coupling imbalance inspection.
-16597,2024-02-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.303,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16598,2024-02-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.434,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16599,2024-02-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.558,False,Telemetry quality flag downgraded during sensor self-test window.
-16600,2024-02-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.838,False,Press cycle dwell time lengthened during high-volume batch.
-16601,2024-02-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.666,False,Thermal ramp exceeded expected warmup curve before shift start.
-16602,2024-02-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.521,False,Machine idle period extended during planned sanitation window.
-16603,2024-02-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.266,False,Vibration harmonics broadened during extended production run.
-16604,2024-02-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.822,False,Telemetry quality flag downgraded during sensor self-test window.
-16605,2024-02-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.208,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16606,2024-02-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.323,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16607,2024-02-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.254,False,Humidity climbed during dock-door open period in afternoon shift.
-16608,2024-02-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.391,False,Temperature remained elevated during unscheduled overtime run.
-16609,2024-02-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16610,2024-02-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.881,False,Temperature remained elevated during unscheduled overtime run.
-16611,2024-02-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.07,False,Maintenance note logged for coupling imbalance inspection.
-16612,2024-02-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.294,False,Operator reported intermittent chatter on machine CNC-04.
-16613,2024-02-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.818,False,Sensor battery health remains nominal after firmware update.
-16614,2024-02-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.591,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16615,2024-02-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.715,False,Reliability engineer tagged sample window for model retraining.
-16616,2024-02-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.792,False,Maintenance crew confirmed lubrication interval was missed.
-16617,2024-02-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.072,False,Sensor signal clipping observed during startup surge.
-16618,2024-02-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.465,False,Temperature remained elevated during unscheduled overtime run.
-16619,2024-02-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.778,False,Pressure peak corresponds to oversized billet batch processing.
-16620,2024-02-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.535,False,Maintenance crew confirmed lubrication interval was missed.
-16621,2024-02-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.638,False,Operator reset acknowledged after red-tag inspection.
-16622,2024-02-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.856,False,Night shift startup produced higher than normal vibration floor.
-16623,2024-02-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.315,False,Condensation warning cleared after dehumidifier ramp-up.
-16624,2024-02-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.351,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16625,2024-02-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.423,False,Coolant loop adjustment reduced chamber temperature spread.
-16626,2024-02-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.804,False,Short-lived packet loss observed at edge gateway gw-02.
-16627,2024-02-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.192,False,Sensor battery health remains nominal after firmware update.
-16628,2024-02-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.373,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16629,2024-02-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.936,False,Sensor heartbeat delayed by one interval after gateway retry.
-16630,2024-02-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.506,False,Pressure settled back to nominal after valve reseat.
-16631,2024-02-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.276,False,Temperature remained elevated during unscheduled overtime run.
-16632,2024-02-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.044,False,SCADA backfill inserted two delayed telemetry points.
-16633,2024-02-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.979,False,Sensor signal clipping observed during startup surge.
-16634,2024-02-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.639,False,Transient outlier matched forklift impact near cabinet wall.
-16635,2024-02-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.788,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16636,2024-02-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.223,False,Night shift startup produced higher than normal vibration floor.
-16637,2024-02-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.583,False,Coolant loop adjustment reduced chamber temperature spread.
-16638,2024-02-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.316,False,Temperature variance narrowed after coolant nozzle cleaning.
-16639,2024-02-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.717,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16640,2024-02-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.683,False,Anomaly review flagged possible bearing wear progression.
-16641,2024-02-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.821,False,Sensor heartbeat delayed by one interval after gateway retry.
-16642,2024-02-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.305,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16643,2024-02-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.721,False,Warning threshold updated for pilot predictive-maintenance model.
-16644,2024-02-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.003,False,Vibration harmonics broadened during extended production run.
-16645,2024-02-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.018,False,Night shift startup produced higher than normal vibration floor.
-16646,2024-02-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.346,False,Machine throughput increase drove sustained pressure uplift.
-16647,2024-02-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.049,False,Packaging line stop reduced adjacent vibration background.
-16648,2024-02-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.361,False,Bearing temperature rising faster than baseline on spindle cell.
-16649,2024-02-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.696,False,Dust extraction fan offline for 18 minutes on line finishing.
-16650,2024-02-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.892,False,Humidity climbed during dock-door open period in afternoon shift.
-16651,2024-02-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.363,False,SCADA backfill inserted two delayed telemetry points.
-16652,2024-02-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.282,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16653,2024-02-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Humidity excursion near finishing booth during coating run.
-16654,2024-02-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.871,False,Sensor heartbeat delayed by one interval after gateway retry.
-16655,2024-02-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.233,False,Bearing temperature rising faster than baseline on spindle cell.
-16656,2024-02-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.682,False,Humidity climbed during dock-door open period in afternoon shift.
-16657,2024-02-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Thermal ramp exceeded expected warmup curve before shift start.
-16658,2024-02-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.52,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16659,2024-02-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.752,False,Press cycle dwell time lengthened during high-volume batch.
-16660,2024-02-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.638,False,Vibration harmonics broadened during extended production run.
-16661,2024-02-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.286,False,Press cycle dwell time lengthened during high-volume batch.
-16662,2024-02-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.343,False,Temperature remained elevated during unscheduled overtime run.
-16663,2024-02-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.659,False,Quality hold reduced finishing booth activity for one shift.
-16664,2024-02-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.224,False,Maintenance note logged for coupling imbalance inspection.
-16665,2024-02-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.462,False,Pressure peak corresponds to oversized billet batch processing.
-16666,2024-02-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.124,False,Vibration burst exceeds envelope during tool change cycle.
-16667,2024-02-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.044,False,Hydraulic line pressure oscillation detected under load.
-16668,2024-02-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.699,False,Reliability engineer tagged sample window for model retraining.
-16669,2024-02-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.801,False,Condensation warning cleared after dehumidifier ramp-up.
-16670,2024-02-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.652,False,Temperature variance narrowed after coolant nozzle cleaning.
-16671,2024-02-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.058,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16672,2024-02-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.864,False,Packaging line stop reduced adjacent vibration background.
-16673,2024-02-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Vibration baseline recovered after tool holder replacement.
-16674,2024-02-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.738,False,Edge collector replayed buffered events after network recovery.
-16675,2024-02-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.448,False,Temporary gateway failover completed without data loss.
-16676,2024-02-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.174,False,Quality team requested trace review for lot 24-118B.
-16677,2024-02-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.225,False,Vibration burst exceeds envelope during tool change cycle.
-16678,2024-02-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.643,False,Short-lived packet loss observed at edge gateway gw-02.
-16679,2024-02-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.576,False,Condensation warning cleared after dehumidifier ramp-up.
-16680,2024-02-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.184,False,Hydraulic line pressure oscillation detected under load.
-16681,2024-02-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Packaging line stop reduced adjacent vibration background.
-16682,2024-02-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.358,False,Humidity readings track seasonal rise across late spring.
-16683,2024-02-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.407,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16684,2024-02-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.977,False,Quality team requested trace review for lot 24-118B.
-16685,2024-02-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Vibration baseline recovered after tool holder replacement.
-16686,2024-02-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,81.355,False,Humidity baseline improved after seal replacement.
-16687,2024-02-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.319,False,Humidity excursion near finishing booth during coating run.
-16688,2024-02-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.771,False,Machine idle period extended during planned sanitation window.
-16689,2024-02-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16690,2024-02-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.486,False,Humidity baseline improved after seal replacement.
-16691,2024-02-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.819,False,Supervisory alert generated after three consecutive threshold breaches.
-16692,2024-02-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.808,False,Quality hold reduced finishing booth activity for one shift.
-16693,2024-02-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.28,False,Sensor signal clipping observed during startup surge.
-16694,2024-02-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.406,False,Shift handoff note referenced unusual noise near press enclosure.
-16695,2024-02-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.827,False,Warning threshold updated for pilot predictive-maintenance model.
-16696,2024-02-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.343,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16697,2024-02-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.403,False,Night shift startup produced higher than normal vibration floor.
-16698,2024-02-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.428,False,Pressure peak corresponds to oversized billet batch processing.
-16699,2024-02-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.899,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16700,2024-02-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.37,False,Quality hold reduced finishing booth activity for one shift.
-16701,2024-02-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Press cycle dwell time lengthened during high-volume batch.
-16702,2024-02-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.004,False,Sensor battery health remains nominal after firmware update.
-16703,2024-02-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Telemetry quality flag downgraded during sensor self-test window.
-16704,2024-02-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.998,False,Warning threshold updated for pilot predictive-maintenance model.
-16705,2024-02-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Press cycle dwell time lengthened during high-volume batch.
-16706,2024-02-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.28,False,Machine throughput increase drove sustained pressure uplift.
-16707,2024-02-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.502,False,Maintenance crew confirmed lubrication interval was missed.
-16708,2024-02-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.703,False,Temperature remained elevated during unscheduled overtime run.
-16709,2024-02-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.777,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16710,2024-02-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.995,False,Unbalanced load introduced cyclical pressure ripple.
-16711,2024-02-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.9,False,Edge collector replayed buffered events after network recovery.
-16712,2024-02-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.881,False,Humidity climbed during dock-door open period in afternoon shift.
-16713,2024-02-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.626,False,Air handler maintenance reduced humidity variance on finishing line.
-16714,2024-02-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.598,False,Thermal ramp exceeded expected warmup curve before shift start.
-16715,2024-02-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.944,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16716,2024-02-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.001,False,Humidity excursion near finishing booth during coating run.
-16717,2024-02-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Sensor battery health remains nominal after firmware update.
-16718,2024-02-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.485,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16719,2024-02-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.016,False,Sensor enclosure opened for manual calibration verification.
-16720,2024-02-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.106,False,Unbalanced load introduced cyclical pressure ripple.
-16721,2024-02-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.799,False,Temporary gateway failover completed without data loss.
-16722,2024-02-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.819,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16723,2024-02-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.657,False,Vibration baseline recovered after tool holder replacement.
-16724,2024-02-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.582,False,Humidity climbed during dock-door open period in afternoon shift.
-16725,2024-02-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.624,False,Humidity readings track seasonal rise across late spring.
-16726,2024-02-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.753,False,Vibration burst exceeds envelope during tool change cycle.
-16727,2024-02-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.36,False,Machine throughput increase drove sustained pressure uplift.
-16728,2024-02-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.065,False,SCADA backfill inserted two delayed telemetry points.
-16729,2024-02-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.149,False,Air handler maintenance reduced humidity variance on finishing line.
-16730,2024-02-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.97,False,Maintenance scheduler deferred calibration due to spare shortage.
-16731,2024-02-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.899,False,Humidity readings track seasonal rise across late spring.
-16732,2024-02-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.987,False,Machine idle period extended during planned sanitation window.
-16733,2024-02-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.677,False,Hydraulic line pressure oscillation detected under load.
-16734,2024-02-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.032,False,Pressure peak corresponds to oversized billet batch processing.
-16735,2024-02-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.654,False,Hydraulic line pressure oscillation detected under load.
-16736,2024-02-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.939,False,Shift handoff note referenced unusual noise near press enclosure.
-16737,2024-02-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.479,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16738,2024-02-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.594,False,Supervisory alert generated after three consecutive threshold breaches.
-16739,2024-02-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.063,False,Supervisory alert generated after three consecutive threshold breaches.
-16740,2024-02-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.67,False,Quality hold reduced finishing booth activity for one shift.
-16741,2024-02-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Transient outlier matched forklift impact near cabinet wall.
-16742,2024-02-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.09,False,Machine idle period extended during planned sanitation window.
-16743,2024-02-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Temporary gateway failover completed without data loss.
-16744,2024-02-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.732,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16745,2024-02-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.338,False,Hydraulic line pressure oscillation detected under load.
-16746,2024-02-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.22,False,Press cycle dwell time lengthened during high-volume batch.
-16747,2024-02-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.946,False,Thermal ramp exceeded expected warmup curve before shift start.
-16748,2024-02-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,34.985,False,Short-lived packet loss observed at edge gateway gw-02.
-16749,2024-02-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16750,2024-02-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.552,False,Reliability engineer tagged sample window for model retraining.
-16751,2024-02-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.035,False,Reliability engineer tagged sample window for model retraining.
-16752,2024-02-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.843,False,Telemetry quality flag downgraded during sensor self-test window.
-16753,2024-02-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.631,False,Shift handoff note referenced unusual noise near press enclosure.
-16754,2024-02-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.183,False,Humidity climbed during dock-door open period in afternoon shift.
-16755,2024-02-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.87,False,Warning threshold updated for pilot predictive-maintenance model.
-16756,2024-02-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.392,False,Air handler maintenance reduced humidity variance on finishing line.
-16757,2024-02-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.411,False,Temperature remained elevated during unscheduled overtime run.
-16758,2024-02-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.355,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16759,2024-02-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.808,False,Humidity baseline improved after seal replacement.
-16760,2024-02-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.468,False,Sensor signal clipping observed during startup surge.
-16761,2024-02-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Maintenance crew confirmed lubrication interval was missed.
-16762,2024-02-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.576,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16763,2024-02-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.201,False,Packaging line stop reduced adjacent vibration background.
-16764,2024-02-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.88,False,Dust extraction fan offline for 18 minutes on line finishing.
-16765,2024-02-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.244,False,Maintenance note logged for coupling imbalance inspection.
-16766,2024-02-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.738,False,Supervisory alert generated after three consecutive threshold breaches.
-16767,2024-02-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Reliability engineer tagged sample window for model retraining.
-16768,2024-02-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.865,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16769,2024-02-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.146,False,Short-lived packet loss observed at edge gateway gw-02.
-16770,2024-02-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.129,False,Temporary gateway failover completed without data loss.
-16771,2024-02-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.672,False,Sensor heartbeat delayed by one interval after gateway retry.
-16772,2024-02-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.282,False,Pressure settled back to nominal after valve reseat.
-16773,2024-02-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.018,False,Sensor signal clipping observed during startup surge.
-16774,2024-02-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.125,False,Vibration burst exceeds envelope during tool change cycle.
-16775,2024-02-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.949,False,Ambient temperature stabilized after HVAC stage-two engagement.
-16776,2024-02-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.009,False,Operator reset acknowledged after red-tag inspection.
-16777,2024-02-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.039,False,Supervisory alert generated after three consecutive threshold breaches.
-16778,2024-02-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.283,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16779,2024-02-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.894,False,Humidity readings track seasonal rise across late spring.
-16780,2024-02-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.866,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16781,2024-02-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.769,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16782,2024-02-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.384,False,Air handler maintenance reduced humidity variance on finishing line.
-16783,2024-02-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.051,False,Warning threshold updated for pilot predictive-maintenance model.
-16784,2024-02-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.404,False,Coolant loop adjustment reduced chamber temperature spread.
-16785,2024-02-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.546,False,Humidity climbed during dock-door open period in afternoon shift.
-16786,2024-02-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.054,False,Night shift startup produced higher than normal vibration floor.
-16787,2024-02-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.304,False,Machine idle period extended during planned sanitation window.
-16788,2024-02-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.953,False,Humidity excursion near finishing booth during coating run.
-16789,2024-02-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.835,False,Pressure peak corresponds to oversized billet batch processing.
-16790,2024-02-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.292,False,Temperature remained elevated during unscheduled overtime run.
-16791,2024-02-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.83,False,Vibration burst exceeds envelope during tool change cycle.
-16792,2024-02-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.728,False,Maintenance scheduler deferred calibration due to spare shortage.
-16793,2024-02-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.015,False,Operator reset acknowledged after red-tag inspection.
-16794,2024-02-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.894,False,Temperature variance narrowed after coolant nozzle cleaning.
-16795,2024-02-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Anomaly review flagged possible bearing wear progression.
-16796,2024-02-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.557,False,Calibration check overdue by 11 days for press-line transducer.
-16797,2024-02-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.773,False,Anomaly review flagged possible bearing wear progression.
-16798,2024-02-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.134,False,Pressure settled back to nominal after valve reseat.
-16799,2024-02-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.115,False,Sensor heartbeat delayed by one interval after gateway retry.
-16800,2024-02-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.912,False,Temporary gateway failover completed without data loss.
-16801,2024-02-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Humidity readings track seasonal rise across late spring.
-16802,2024-02-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.323,False,Operator reported intermittent chatter on machine CNC-04.
-16803,2024-02-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.332,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16804,2024-02-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.62,False,Transient outlier matched forklift impact near cabinet wall.
-16805,2024-02-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.429,False,Operator reset acknowledged after red-tag inspection.
-16806,2024-02-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.325,False,Pressure line purge completed before restart authorization.
-16807,2024-02-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.555,False,Maintenance crew confirmed lubrication interval was missed.
-16808,2024-02-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.261,False,Humidity readings track seasonal rise across late spring.
-16809,2024-02-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.822,False,Transient outlier matched forklift impact near cabinet wall.
-16810,2024-02-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.835,False,Unbalanced load introduced cyclical pressure ripple.
-16811,2024-02-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.366,False,Bearing temperature rising faster than baseline on spindle cell.
-16812,2024-02-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.505,False,Dust extraction fan offline for 18 minutes on line finishing.
-16813,2024-02-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Edge collector replayed buffered events after network recovery.
-16814,2024-02-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.024,False,Machine throughput increase drove sustained pressure uplift.
-16815,2024-02-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.161,False,Night shift startup produced higher than normal vibration floor.
-16816,2024-02-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.969,False,Transient outlier matched forklift impact near cabinet wall.
-16817,2024-02-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.88,False,Maintenance note logged for coupling imbalance inspection.
-16818,2024-02-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.326,False,Vibration harmonics broadened during extended production run.
-16819,2024-02-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.667,False,Temperature remained elevated during unscheduled overtime run.
-16820,2024-02-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.308,False,Press cycle dwell time lengthened during high-volume batch.
-16821,2024-02-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.694,False,Quality hold reduced finishing booth activity for one shift.
-16822,2024-02-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.186,False,Machine idle period extended during planned sanitation window.
-16823,2024-02-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.463,False,Humidity readings track seasonal rise across late spring.
-16824,2024-02-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.819,False,SCADA backfill inserted two delayed telemetry points.
-16825,2024-02-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.306,False,Humidity readings track seasonal rise across late spring.
-16826,2024-02-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.586,False,Press cycle dwell time lengthened during high-volume batch.
-16827,2024-02-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.668,False,Sensor battery health remains nominal after firmware update.
-16828,2024-02-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.852,False,Maintenance scheduler deferred calibration due to spare shortage.
-16829,2024-02-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.291,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16830,2024-02-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.383,False,Telemetry quality flag downgraded during sensor self-test window.
-16831,2024-02-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.806,False,Operator reported intermittent chatter on machine CNC-04.
-16832,2024-02-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.872,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16833,2024-02-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.397,False,Shift handoff note referenced unusual noise near press enclosure.
-16834,2024-02-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.773,False,Thermal overshoot event coincided with recipe change on furnace.
-16835,2024-02-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.199,False,Humidity climbed during dock-door open period in afternoon shift.
-16836,2024-02-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.019,False,Edge collector replayed buffered events after network recovery.
-16837,2024-02-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.394,False,Humidity climbed during dock-door open period in afternoon shift.
-16838,2024-02-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.659,False,Humidity baseline improved after seal replacement.
-16839,2024-02-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.788,False,Temperature variance narrowed after coolant nozzle cleaning.
-16840,2024-02-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.985,False,Operator reset acknowledged after red-tag inspection.
-16841,2024-02-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Pressure peak corresponds to oversized billet batch processing.
-16842,2024-02-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.464,False,Maintenance crew confirmed lubrication interval was missed.
-16843,2024-02-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.913,False,Telemetry quality flag downgraded during sensor self-test window.
-16844,2024-02-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.566,False,Warning threshold updated for pilot predictive-maintenance model.
-16845,2024-02-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.748,False,Coolant loop adjustment reduced chamber temperature spread.
-16846,2024-02-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.642,False,Press cycle dwell time lengthened during high-volume batch.
-16847,2024-02-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Anomaly review flagged possible bearing wear progression.
-16848,2024-02-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.007,False,Quality team requested trace review for lot 24-118B.
-16849,2024-02-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.658,False,Warning threshold updated for pilot predictive-maintenance model.
-16850,2024-02-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.511,False,Thermal ramp exceeded expected warmup curve before shift start.
-16851,2024-02-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.325,False,Calibration check overdue by 11 days for press-line transducer.
-16852,2024-02-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.731,False,Pressure peak corresponds to oversized billet batch processing.
-16853,2024-02-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.941,False,Quality team requested trace review for lot 24-118B.
-16854,2024-02-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.737,False,Operator reset acknowledged after red-tag inspection.
-16855,2024-02-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.331,False,Edge collector replayed buffered events after network recovery.
-16856,2024-02-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.357,False,Supervisory alert generated after three consecutive threshold breaches.
-16857,2024-02-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.451,False,Temperature remained elevated during unscheduled overtime run.
-16858,2024-02-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.185,False,Calibration check overdue by 11 days for press-line transducer.
-16859,2024-02-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.121,False,Maintenance scheduler deferred calibration due to spare shortage.
-16860,2024-02-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.385,False,Operator reported intermittent chatter on machine CNC-04.
-16861,2024-02-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.242,False,Anomaly review flagged possible bearing wear progression.
-16862,2024-02-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.912,False,Machine idle period extended during planned sanitation window.
-16863,2024-02-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.934,False,Quality hold reduced finishing booth activity for one shift.
-16864,2024-02-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.07,False,Coolant loop adjustment reduced chamber temperature spread.
-16865,2024-02-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.115,False,Temporary gateway failover completed without data loss.
-16866,2024-02-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.287,False,Short-lived packet loss observed at edge gateway gw-02.
-16867,2024-02-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.801,False,Maintenance crew confirmed lubrication interval was missed.
-16868,2024-02-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.765,False,Humidity climbed during dock-door open period in afternoon shift.
-16869,2024-02-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.562,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16870,2024-02-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.335,False,Press cycle dwell time lengthened during high-volume batch.
-16871,2024-02-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.482,False,Anomaly review flagged possible bearing wear progression.
-16872,2024-02-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.387,False,Temporary gateway failover completed without data loss.
-16873,2024-02-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.246,False,Humidity climbed during dock-door open period in afternoon shift.
-16874,2024-02-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.49,False,Sensor signal clipping observed during startup surge.
-16875,2024-02-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16876,2024-02-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.755,False,Unbalanced load introduced cyclical pressure ripple.
-16877,2024-02-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Ambient temperature stabilized after HVAC stage-two engagement.
-16878,2024-02-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.484,False,Sensor signal clipping observed during startup surge.
-16879,2024-02-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.574,False,Maintenance crew confirmed lubrication interval was missed.
-16880,2024-02-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.393,False,Packaging line stop reduced adjacent vibration background.
-16881,2024-02-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.171,False,Dust extraction fan offline for 18 minutes on line finishing.
-16882,2024-02-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.616,False,Humidity climbed during dock-door open period in afternoon shift.
-16883,2024-02-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.751,False,Vibration burst exceeds envelope during tool change cycle.
-16884,2024-02-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.109,False,Operator reset acknowledged after red-tag inspection.
-16885,2024-02-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.157,False,Humidity baseline improved after seal replacement.
-16886,2024-02-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.277,False,Operator reported intermittent chatter on machine CNC-04.
-16887,2024-02-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.788,False,Supervisory alert generated after three consecutive threshold breaches.
-16888,2024-02-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.152,False,Warning threshold updated for pilot predictive-maintenance model.
-16889,2024-02-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.072,False,Sensor enclosure opened for manual calibration verification.
-16890,2024-02-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.1,False,Calibration check overdue by 11 days for press-line transducer.
-16891,2024-02-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.808,False,Quality hold reduced finishing booth activity for one shift.
-16892,2024-02-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.825,False,Temperature remained elevated during unscheduled overtime run.
-16893,2024-02-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.234,False,Press cycle dwell time lengthened during high-volume batch.
-16894,2024-02-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.724,False,Pressure line purge completed before restart authorization.
-16895,2024-02-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.615,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16896,2024-02-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.03,False,Vibration baseline recovered after tool holder replacement.
-16897,2024-02-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.841,False,Sensor enclosure opened for manual calibration verification.
-16898,2024-02-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,70.222,False,Humidity excursion near finishing booth during coating run.
-16899,2024-02-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.472,False,Humidity excursion near finishing booth during coating run.
-16900,2024-02-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.547,False,Sensor signal clipping observed during startup surge.
-16901,2024-02-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.1,False,Humidity readings track seasonal rise across late spring.
-16902,2024-02-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.805,False,Humidity climbed during dock-door open period in afternoon shift.
-16903,2024-02-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.113,False,Short-lived packet loss observed at edge gateway gw-02.
-16904,2024-02-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.913,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16905,2024-02-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.826,False,Temperature variance narrowed after coolant nozzle cleaning.
-16906,2024-02-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.022,False,Sensor heartbeat delayed by one interval after gateway retry.
-16907,2024-02-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.579,False,Unbalanced load introduced cyclical pressure ripple.
-16908,2024-02-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.324,False,Pressure peak corresponds to oversized billet batch processing.
-16909,2024-02-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.391,False,Humidity climbed during dock-door open period in afternoon shift.
-16910,2024-02-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.439,False,Bearing temperature rising faster than baseline on spindle cell.
-16911,2024-02-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.622,False,SCADA backfill inserted two delayed telemetry points.
-16912,2024-02-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.095,False,Machine idle period extended during planned sanitation window.
-16913,2024-02-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.76,False,Transient outlier matched forklift impact near cabinet wall.
-16914,2024-02-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.364,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16915,2024-02-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.376,False,Edge collector replayed buffered events after network recovery.
-16916,2024-02-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.617,False,Thermal ramp exceeded expected warmup curve before shift start.
-16917,2024-02-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.756,False,Machine throughput increase drove sustained pressure uplift.
-16918,2024-02-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.364,False,Calibration check overdue by 11 days for press-line transducer.
-16919,2024-02-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.838,False,Machine throughput increase drove sustained pressure uplift.
-16920,2024-02-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.554,False,Humidity climbed during dock-door open period in afternoon shift.
-16921,2024-02-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.919,False,Humidity excursion near finishing booth during coating run.
-16922,2024-02-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.481,False,Thermal ramp exceeded expected warmup curve before shift start.
-16923,2024-02-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.07,False,Bearing temperature rising faster than baseline on spindle cell.
-16924,2024-02-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.18,False,Coolant loop adjustment reduced chamber temperature spread.
-16925,2024-02-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.073,False,Humidity excursion near finishing booth during coating run.
-16926,2024-02-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.852,False,Vibration burst exceeds envelope during tool change cycle.
-16927,2024-02-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.437,False,Reliability engineer tagged sample window for model retraining.
-16928,2024-02-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.927,False,Quality team requested trace review for lot 24-118B.
-16929,2024-02-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.403,False,Maintenance scheduler deferred calibration due to spare shortage.
-16930,2024-02-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.35,False,Anomaly review flagged possible bearing wear progression.
-16931,2024-02-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.056,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-16932,2024-02-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.205,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16933,2024-02-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.337,False,Machine idle period extended during planned sanitation window.
-16934,2024-02-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.767,False,Temperature remained elevated during unscheduled overtime run.
-16935,2024-02-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.507,False,Humidity climbed during dock-door open period in afternoon shift.
-16936,2024-02-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.352,False,Maintenance note logged for coupling imbalance inspection.
-16937,2024-02-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.212,False,Condensation warning cleared after dehumidifier ramp-up.
-16938,2024-02-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.596,False,Sensor signal clipping observed during startup surge.
-16939,2024-02-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.611,False,Thermal ramp exceeded expected warmup curve before shift start.
-16940,2024-02-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.648,False,Night shift startup produced higher than normal vibration floor.
-16941,2024-02-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Warning threshold updated for pilot predictive-maintenance model.
-16942,2024-02-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.241,False,Reliability engineer tagged sample window for model retraining.
-16943,2024-02-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.017,False,Condensation warning cleared after dehumidifier ramp-up.
-16944,2024-02-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.436,False,Short-lived packet loss observed at edge gateway gw-02.
-16945,2024-02-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.494,False,SCADA backfill inserted two delayed telemetry points.
-16946,2024-02-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.748,False,Maintenance crew confirmed lubrication interval was missed.
-16947,2024-02-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.834,False,Press cycle dwell time lengthened during high-volume batch.
-16948,2024-02-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.698,False,Short-lived packet loss observed at edge gateway gw-02.
-16949,2024-02-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.781,False,Edge collector replayed buffered events after network recovery.
-16950,2024-02-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.463,False,Hydraulic line pressure oscillation detected under load.
-16951,2024-02-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.506,False,Sensor heartbeat delayed by one interval after gateway retry.
-16952,2024-02-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.4,False,Maintenance scheduler deferred calibration due to spare shortage.
-16953,2024-02-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.636,False,Coolant loop adjustment reduced chamber temperature spread.
-16954,2024-02-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.133,False,Humidity readings track seasonal rise across late spring.
-16955,2024-02-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.185,False,Operator reset acknowledged after red-tag inspection.
-16956,2024-02-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.169,False,Vibration burst exceeds envelope during tool change cycle.
-16957,2024-02-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.522,False,Machine throughput increase drove sustained pressure uplift.
-16958,2024-02-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.082,False,Vibration burst exceeds envelope during tool change cycle.
-16959,2024-02-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.422,False,Maintenance note logged for coupling imbalance inspection.
-16960,2024-02-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.438,False,Telemetry quality flag downgraded during sensor self-test window.
-16961,2024-02-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.344,False,Humidity excursion near finishing booth during coating run.
-16962,2024-02-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.76,False,Thermal overshoot event coincided with recipe change on furnace.
-16963,2024-02-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-16964,2024-02-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.85,False,Sensor heartbeat delayed by one interval after gateway retry.
-16965,2024-02-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.658,False,Humidity baseline improved after seal replacement.
-16966,2024-02-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.189,False,Pressure settled back to nominal after valve reseat.
-16967,2024-02-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.926,False,Heat-treat furnace door cycling increased localized temperature spikes.
-16968,2024-02-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.784,False,Quality team requested trace review for lot 24-118B.
-16969,2024-02-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.726,False,Sensor signal clipping observed during startup surge.
-16970,2024-02-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.764,False,Pressure peak corresponds to oversized billet batch processing.
-16971,2024-02-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.679,False,Quality team requested trace review for lot 24-118B.
-16972,2024-02-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,30.656,False,Maintenance scheduler deferred calibration due to spare shortage.
-16973,2024-02-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.269,False,Press cycle dwell time lengthened during high-volume batch.
-16974,2024-02-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.449,False,Sensor battery health remains nominal after firmware update.
-16975,2024-02-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.487,False,Sensor 3 drift suspected after cross-check with manual gauge.
-16976,2024-02-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.329,False,Telemetry quality flag downgraded during sensor self-test window.
-16977,2024-02-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Quality team requested trace review for lot 24-118B.
-16978,2024-02-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.947,False,Press cycle dwell time lengthened during high-volume batch.
-16979,2024-02-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.221,False,Sensor enclosure opened for manual calibration verification.
-16980,2024-02-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.513,False,Night shift startup produced higher than normal vibration floor.
-16981,2024-02-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.027,False,Quality hold reduced finishing booth activity for one shift.
-16982,2024-02-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.197,False,Anomaly review flagged possible bearing wear progression.
-16983,2024-02-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.049,False,Humidity readings track seasonal rise across late spring.
-16984,2024-02-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.364,False,Humidity baseline improved after seal replacement.
-16985,2024-02-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.02,False,Vibration harmonics broadened during extended production run.
-16986,2024-02-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.078,False,Maintenance scheduler deferred calibration due to spare shortage.
-16987,2024-02-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.813,False,Pressure peak corresponds to oversized billet batch processing.
-16988,2024-02-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.564,False,Compressed air fluctuation introduced pressure noise for two cycles.
-16989,2024-02-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.269,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16990,2024-02-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.781,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-16991,2024-02-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.349,False,Temperature remained elevated during unscheduled overtime run.
-16992,2024-02-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.472,False,Operator reported intermittent chatter on machine CNC-04.
-16993,2024-02-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Condensation warning cleared after dehumidifier ramp-up.
-16994,2024-02-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.919,False,Thermal overshoot event coincided with recipe change on furnace.
-16995,2024-02-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.237,False,Maintenance crew confirmed lubrication interval was missed.
-16996,2024-02-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.339,False,Sensor battery health remains nominal after firmware update.
-16997,2024-02-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.644,False,Calibration check overdue by 11 days for press-line transducer.
-16998,2024-02-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.775,False,Anomaly review flagged possible bearing wear progression.
-16999,2024-02-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.28,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17000,2024-02-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.315,False,Dust extraction fan offline for 18 minutes on line finishing.
-17001,2024-02-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Maintenance scheduler deferred calibration due to spare shortage.
-17002,2024-02-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.514,False,Sensor signal clipping observed during startup surge.
-17003,2024-02-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.097,False,SCADA backfill inserted two delayed telemetry points.
-17004,2024-02-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.601,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17005,2024-02-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.854,False,Temperature variance narrowed after coolant nozzle cleaning.
-17006,2024-02-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.081,False,Thermal overshoot event coincided with recipe change on furnace.
-17007,2024-02-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.176,False,Vibration burst exceeds envelope during tool change cycle.
-17008,2024-02-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.026,False,Vibration baseline recovered after tool holder replacement.
-17009,2024-02-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.351,False,Anomaly review flagged possible bearing wear progression.
-17010,2024-02-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.43,False,Quality hold reduced finishing booth activity for one shift.
-17011,2024-02-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.075,False,Maintenance scheduler deferred calibration due to spare shortage.
-17012,2024-02-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.668,False,Temporary gateway failover completed without data loss.
-17013,2024-02-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.404,False,Maintenance scheduler deferred calibration due to spare shortage.
-17014,2024-02-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.828,False,SCADA backfill inserted two delayed telemetry points.
-17015,2024-02-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.296,False,Maintenance crew confirmed lubrication interval was missed.
-17016,2024-02-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.344,False,Humidity readings track seasonal rise across late spring.
-17017,2024-02-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.165,False,Sensor battery health remains nominal after firmware update.
-17018,2024-02-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.065,False,Humidity baseline improved after seal replacement.
-17019,2024-02-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Machine idle period extended during planned sanitation window.
-17020,2024-02-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.756,False,Night shift startup produced higher than normal vibration floor.
-17021,2024-02-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.832,False,Pressure peak corresponds to oversized billet batch processing.
-17022,2024-02-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.415,False,Humidity readings track seasonal rise across late spring.
-17023,2024-02-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.87,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17024,2024-02-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.714,False,Short-lived packet loss observed at edge gateway gw-02.
-17025,2024-02-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.753,False,Vibration baseline recovered after tool holder replacement.
-17026,2024-02-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.181,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17027,2024-02-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.009,False,Unbalanced load introduced cyclical pressure ripple.
-17028,2024-02-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.931,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17029,2024-02-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Edge collector replayed buffered events after network recovery.
-17030,2024-02-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.662,False,Telemetry quality flag downgraded during sensor self-test window.
-17031,2024-02-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.611,False,Thermal overshoot event coincided with recipe change on furnace.
-17032,2024-02-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.137,False,Thermal ramp exceeded expected warmup curve before shift start.
-17033,2024-02-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.545,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17034,2024-02-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.097,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17035,2024-02-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.341,False,Maintenance scheduler deferred calibration due to spare shortage.
-17036,2024-02-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.373,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17037,2024-02-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.605,False,Reliability engineer tagged sample window for model retraining.
-17038,2024-02-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.503,False,Vibration burst exceeds envelope during tool change cycle.
-17039,2024-02-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.358,False,Thermal ramp exceeded expected warmup curve before shift start.
-17040,2024-02-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.667,False,Calibration check overdue by 11 days for press-line transducer.
-17041,2024-02-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.015,False,Pressure peak corresponds to oversized billet batch processing.
-17042,2024-02-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.398,False,Temperature variance narrowed after coolant nozzle cleaning.
-17043,2024-02-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.509,False,Anomaly review flagged possible bearing wear progression.
-17044,2024-02-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.141,False,Machine idle period extended during planned sanitation window.
-17045,2024-02-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.917,False,Vibration harmonics broadened during extended production run.
-17046,2024-02-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.153,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17047,2024-02-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.325,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17048,2024-02-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.062,False,Maintenance crew confirmed lubrication interval was missed.
-17049,2024-02-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.078,False,Maintenance note logged for coupling imbalance inspection.
-17050,2024-02-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.799,False,SCADA backfill inserted two delayed telemetry points.
-17051,2024-02-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.955,False,Unbalanced load introduced cyclical pressure ripple.
-17052,2024-02-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.199,False,Temperature remained elevated during unscheduled overtime run.
-17053,2024-02-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.948,False,Coolant loop adjustment reduced chamber temperature spread.
-17054,2024-02-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.551,False,Reliability engineer tagged sample window for model retraining.
-17055,2024-02-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.403,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17056,2024-02-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.069,False,Calibration check overdue by 11 days for press-line transducer.
-17057,2024-02-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.962,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17058,2024-02-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.831,False,Machine throughput increase drove sustained pressure uplift.
-17059,2024-02-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.004,False,Temporary gateway failover completed without data loss.
-17060,2024-02-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.258,False,Maintenance note logged for coupling imbalance inspection.
-17061,2024-02-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.621,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17062,2024-02-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.758,False,Packaging line stop reduced adjacent vibration background.
-17063,2024-02-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Operator reset acknowledged after red-tag inspection.
-17064,2024-02-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.138,False,Operator reported intermittent chatter on machine CNC-04.
-17065,2024-02-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.993,False,Telemetry quality flag downgraded during sensor self-test window.
-17066,2024-02-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.465,False,Calibration check overdue by 11 days for press-line transducer.
-17067,2024-02-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.183,False,Telemetry quality flag downgraded during sensor self-test window.
-17068,2024-02-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.688,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17069,2024-02-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.559,False,Reliability engineer tagged sample window for model retraining.
-17070,2024-02-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.912,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17071,2024-02-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.406,False,Thermal overshoot event coincided with recipe change on furnace.
-17072,2024-02-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.111,False,Condensation warning cleared after dehumidifier ramp-up.
-17073,2024-02-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.455,False,Maintenance scheduler deferred calibration due to spare shortage.
-17074,2024-02-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.961,False,Pressure settled back to nominal after valve reseat.
-17075,2024-02-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.205,False,Press cycle dwell time lengthened during high-volume batch.
-17076,2024-02-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.503,False,Humidity readings track seasonal rise across late spring.
-17077,2024-02-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.592,False,Dust extraction fan offline for 18 minutes on line finishing.
-17078,2024-02-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.288,False,Quality hold reduced finishing booth activity for one shift.
-17079,2024-02-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.488,False,Machine idle period extended during planned sanitation window.
-17080,2024-02-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.726,False,Condensation warning cleared after dehumidifier ramp-up.
-17081,2024-02-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.635,False,Humidity baseline improved after seal replacement.
-17082,2024-02-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.497,False,Humidity readings track seasonal rise across late spring.
-17083,2024-02-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.723,False,Hydraulic line pressure oscillation detected under load.
-17084,2024-02-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.113,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17085,2024-02-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.601,False,Thermal overshoot event coincided with recipe change on furnace.
-17086,2024-02-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.416,False,Short-lived packet loss observed at edge gateway gw-02.
-17087,2024-02-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.705,False,Hydraulic line pressure oscillation detected under load.
-17088,2024-02-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.461,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17089,2024-02-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17090,2024-02-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.245,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17091,2024-02-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.057,False,Anomaly review flagged possible bearing wear progression.
-17092,2024-02-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.381,False,Sensor enclosure opened for manual calibration verification.
-17093,2024-02-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Hydraulic line pressure oscillation detected under load.
-17094,2024-02-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.643,False,Maintenance crew confirmed lubrication interval was missed.
-17095,2024-02-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.83,False,Vibration harmonics broadened during extended production run.
-17096,2024-02-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.62,False,Machine throughput increase drove sustained pressure uplift.
-17097,2024-02-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.642,False,Packaging line stop reduced adjacent vibration background.
-17098,2024-02-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.984,False,Pressure settled back to nominal after valve reseat.
-17099,2024-02-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.831,False,Thermal overshoot event coincided with recipe change on furnace.
-17100,2024-02-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.973,False,Calibration check overdue by 11 days for press-line transducer.
-17101,2024-02-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.884,False,Telemetry quality flag downgraded during sensor self-test window.
-17102,2024-02-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.985,False,Vibration burst exceeds envelope during tool change cycle.
-17103,2024-02-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.465,False,Sensor heartbeat delayed by one interval after gateway retry.
-17104,2024-02-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.763,False,Calibration check overdue by 11 days for press-line transducer.
-17105,2024-02-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.245,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17106,2024-02-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.678,False,Telemetry quality flag downgraded during sensor self-test window.
-17107,2024-02-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.437,False,Transient outlier matched forklift impact near cabinet wall.
-17108,2024-02-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.265,False,Humidity readings track seasonal rise across late spring.
-17109,2024-02-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.114,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17110,2024-02-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.038,False,Anomaly review flagged possible bearing wear progression.
-17111,2024-02-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Bearing temperature rising faster than baseline on spindle cell.
-17112,2024-02-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.357,False,Maintenance crew confirmed lubrication interval was missed.
-17113,2024-02-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17114,2024-02-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.215,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17115,2024-02-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.665,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17116,2024-02-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.799,False,Machine idle period extended during planned sanitation window.
-17117,2024-02-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.457,False,Maintenance crew confirmed lubrication interval was missed.
-17118,2024-02-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.216,False,Hydraulic line pressure oscillation detected under load.
-17119,2024-02-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.295,False,Machine idle period extended during planned sanitation window.
-17120,2024-02-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.867,False,Transient outlier matched forklift impact near cabinet wall.
-17121,2024-02-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.304,False,Shift handoff note referenced unusual noise near press enclosure.
-17122,2024-02-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.248,False,Coolant loop adjustment reduced chamber temperature spread.
-17123,2024-02-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.837,False,Coolant loop adjustment reduced chamber temperature spread.
-17124,2024-02-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.695,False,Humidity readings track seasonal rise across late spring.
-17125,2024-02-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Hydraulic line pressure oscillation detected under load.
-17126,2024-02-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.687,False,Pressure line purge completed before restart authorization.
-17127,2024-02-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.695,False,Air handler maintenance reduced humidity variance on finishing line.
-17128,2024-02-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.444,False,Shift handoff note referenced unusual noise near press enclosure.
-17129,2024-02-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.648,False,Maintenance crew confirmed lubrication interval was missed.
-17130,2024-02-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.517,False,Machine idle period extended during planned sanitation window.
-17131,2024-02-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.624,False,Quality team requested trace review for lot 24-118B.
-17132,2024-02-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.191,False,Shift handoff note referenced unusual noise near press enclosure.
-17133,2024-02-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.992,False,Vibration burst exceeds envelope during tool change cycle.
-17134,2024-02-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.865,False,Quality team requested trace review for lot 24-118B.
-17135,2024-02-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.098,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17136,2024-02-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.871,False,Operator reset acknowledged after red-tag inspection.
-17137,2024-02-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.908,False,Anomaly review flagged possible bearing wear progression.
-17138,2024-02-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.453,False,Bearing temperature rising faster than baseline on spindle cell.
-17139,2024-02-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.707,False,Sensor enclosure opened for manual calibration verification.
-17140,2024-02-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.526,False,Humidity readings track seasonal rise across late spring.
-17141,2024-02-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.67,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17142,2024-02-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.842,False,Sensor enclosure opened for manual calibration verification.
-17143,2024-02-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.892,False,Unbalanced load introduced cyclical pressure ripple.
-17144,2024-02-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.513,False,Pressure settled back to nominal after valve reseat.
-17145,2024-02-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.693,False,Temperature variance narrowed after coolant nozzle cleaning.
-17146,2024-02-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.701,False,Quality team requested trace review for lot 24-118B.
-17147,2024-02-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.224,False,Temperature variance narrowed after coolant nozzle cleaning.
-17148,2024-02-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.546,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17149,2024-02-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.962,False,Humidity climbed during dock-door open period in afternoon shift.
-17150,2024-02-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.668,False,Pressure line purge completed before restart authorization.
-17151,2024-02-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.494,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17152,2024-02-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.076,False,Short-lived packet loss observed at edge gateway gw-02.
-17153,2024-02-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.289,False,Sensor enclosure opened for manual calibration verification.
-17154,2024-02-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.043,False,Transient outlier matched forklift impact near cabinet wall.
-17155,2024-02-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.618,False,Sensor battery health remains nominal after firmware update.
-17156,2024-02-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.344,False,Humidity climbed during dock-door open period in afternoon shift.
-17157,2024-02-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.471,False,Unbalanced load introduced cyclical pressure ripple.
-17158,2024-02-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.377,False,Humidity climbed during dock-door open period in afternoon shift.
-17159,2024-02-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.333,False,Telemetry quality flag downgraded during sensor self-test window.
-17160,2024-02-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.087,False,SCADA backfill inserted two delayed telemetry points.
-17161,2024-02-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.563,False,Pressure line purge completed before restart authorization.
-17162,2024-02-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.715,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17163,2024-02-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.623,False,Air handler maintenance reduced humidity variance on finishing line.
-17164,2024-02-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.26,False,Pressure line purge completed before restart authorization.
-17165,2024-02-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.213,False,Air handler maintenance reduced humidity variance on finishing line.
-17166,2024-02-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.876,False,Night shift startup produced higher than normal vibration floor.
-17167,2024-02-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.096,False,Sensor battery health remains nominal after firmware update.
-17168,2024-02-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.703,False,Calibration check overdue by 11 days for press-line transducer.
-17169,2024-02-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.904,False,SCADA backfill inserted two delayed telemetry points.
-17170,2024-02-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.253,False,Sensor battery health remains nominal after firmware update.
-17171,2024-02-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.942,False,Pressure settled back to nominal after valve reseat.
-17172,2024-02-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.232,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17173,2024-02-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.757,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17174,2024-02-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.839,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17175,2024-02-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Thermal overshoot event coincided with recipe change on furnace.
-17176,2024-02-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.712,False,Vibration burst exceeds envelope during tool change cycle.
-17177,2024-02-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.684,False,Thermal overshoot event coincided with recipe change on furnace.
-17178,2024-02-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.561,False,Pressure settled back to nominal after valve reseat.
-17179,2024-02-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.903,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17180,2024-02-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.128,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17181,2024-02-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.567,False,Maintenance note logged for coupling imbalance inspection.
-17182,2024-02-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.22,False,Maintenance crew confirmed lubrication interval was missed.
-17183,2024-02-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.069,False,Air handler maintenance reduced humidity variance on finishing line.
-17184,2024-02-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.96,False,Shift handoff note referenced unusual noise near press enclosure.
-17185,2024-02-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.208,False,Calibration check overdue by 11 days for press-line transducer.
-17186,2024-02-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.6,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17187,2024-02-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.66,False,Sensor enclosure opened for manual calibration verification.
-17188,2024-02-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.854,False,Air handler maintenance reduced humidity variance on finishing line.
-17189,2024-02-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.339,False,Vibration baseline recovered after tool holder replacement.
-17190,2024-02-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.875,False,Anomaly review flagged possible bearing wear progression.
-17191,2024-02-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.153,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17192,2024-02-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.458,False,Unbalanced load introduced cyclical pressure ripple.
-17193,2024-02-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.356,False,Unbalanced load introduced cyclical pressure ripple.
-17194,2024-02-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.368,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17195,2024-02-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.223,False,Maintenance crew confirmed lubrication interval was missed.
-17196,2024-02-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.327,False,Condensation warning cleared after dehumidifier ramp-up.
-17197,2024-02-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.622,False,Air handler maintenance reduced humidity variance on finishing line.
-17198,2024-02-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.16,False,Machine idle period extended during planned sanitation window.
-17199,2024-02-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.16,False,Thermal ramp exceeded expected warmup curve before shift start.
-17200,2024-02-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.671,False,Quality hold reduced finishing booth activity for one shift.
-17201,2024-02-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Condensation warning cleared after dehumidifier ramp-up.
-17202,2024-02-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.274,False,Shift handoff note referenced unusual noise near press enclosure.
-17203,2024-02-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.492,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17204,2024-02-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.611,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17205,2024-02-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.995,False,Coolant loop adjustment reduced chamber temperature spread.
-17206,2024-02-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.688,False,Quality hold reduced finishing booth activity for one shift.
-17207,2024-02-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.883,False,Thermal ramp exceeded expected warmup curve before shift start.
-17208,2024-02-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.119,False,Press cycle dwell time lengthened during high-volume batch.
-17209,2024-02-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.884,False,Unbalanced load introduced cyclical pressure ripple.
-17210,2024-02-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.601,False,Humidity baseline improved after seal replacement.
-17211,2024-02-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.569,False,Thermal overshoot event coincided with recipe change on furnace.
-17212,2024-02-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.093,False,Packaging line stop reduced adjacent vibration background.
-17213,2024-02-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.038,False,Maintenance scheduler deferred calibration due to spare shortage.
-17214,2024-02-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.882,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17215,2024-02-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.368,False,Sensor enclosure opened for manual calibration verification.
-17216,2024-02-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.409,False,Machine throughput increase drove sustained pressure uplift.
-17217,2024-02-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.321,False,Pressure peak corresponds to oversized billet batch processing.
-17218,2024-02-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.262,False,Press cycle dwell time lengthened during high-volume batch.
-17219,2024-02-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.069,False,Night shift startup produced higher than normal vibration floor.
-17220,2024-02-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.003,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17221,2024-02-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.601,False,Press cycle dwell time lengthened during high-volume batch.
-17222,2024-02-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.948,False,Sensor battery health remains nominal after firmware update.
-17223,2024-02-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.875,False,Temperature variance narrowed after coolant nozzle cleaning.
-17224,2024-02-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.707,False,Temporary gateway failover completed without data loss.
-17225,2024-02-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.872,False,Warning threshold updated for pilot predictive-maintenance model.
-17226,2024-02-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.603,False,Hydraulic line pressure oscillation detected under load.
-17227,2024-02-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.011,False,Supervisory alert generated after three consecutive threshold breaches.
-17228,2024-02-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.238,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17229,2024-02-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.797,False,Thermal ramp exceeded expected warmup curve before shift start.
-17230,2024-02-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.814,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17231,2024-02-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.242,False,Vibration burst exceeds envelope during tool change cycle.
-17232,2024-02-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.003,False,Short-lived packet loss observed at edge gateway gw-02.
-17233,2024-02-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Transient outlier matched forklift impact near cabinet wall.
-17234,2024-02-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.186,False,Hydraulic line pressure oscillation detected under load.
-17235,2024-02-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.011,False,Machine idle period extended during planned sanitation window.
-17236,2024-02-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.7,False,Calibration check overdue by 11 days for press-line transducer.
-17237,2024-02-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.45,False,Telemetry quality flag downgraded during sensor self-test window.
-17238,2024-02-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.282,False,Pressure settled back to nominal after valve reseat.
-17239,2024-02-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17240,2024-02-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.429,False,Hydraulic line pressure oscillation detected under load.
-17241,2024-02-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.888,False,Short-lived packet loss observed at edge gateway gw-02.
-17242,2024-02-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.959,False,Pressure settled back to nominal after valve reseat.
-17243,2024-02-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.283,False,Quality team requested trace review for lot 24-118B.
-17244,2024-02-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.18,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17245,2024-02-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.934,False,SCADA backfill inserted two delayed telemetry points.
-17246,2024-02-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.37,False,Pressure settled back to nominal after valve reseat.
-17247,2024-02-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.534,False,Telemetry quality flag downgraded during sensor self-test window.
-17248,2024-02-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.679,False,Machine idle period extended during planned sanitation window.
-17249,2024-02-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.354,False,Unbalanced load introduced cyclical pressure ripple.
-17250,2024-02-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.611,False,Sensor enclosure opened for manual calibration verification.
-17251,2024-02-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.418,False,Quality hold reduced finishing booth activity for one shift.
-17252,2024-02-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.115,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17253,2024-02-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.106,False,Pressure line purge completed before restart authorization.
-17254,2024-02-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.956,False,Operator reset acknowledged after red-tag inspection.
-17255,2024-02-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.276,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17256,2024-02-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.739,False,Pressure settled back to nominal after valve reseat.
-17257,2024-02-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.963,False,Vibration harmonics broadened during extended production run.
-17258,2024-02-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.252,False,Supervisory alert generated after three consecutive threshold breaches.
-17259,2024-02-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.888,False,Reliability engineer tagged sample window for model retraining.
-17260,2024-02-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.736,False,Maintenance note logged for coupling imbalance inspection.
-17261,2024-02-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.678,False,Supervisory alert generated after three consecutive threshold breaches.
-17262,2024-02-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.696,False,Pressure line purge completed before restart authorization.
-17263,2024-02-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.124,False,Reliability engineer tagged sample window for model retraining.
-17264,2024-02-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.549,False,Condensation warning cleared after dehumidifier ramp-up.
-17265,2024-02-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.099,False,Shift handoff note referenced unusual noise near press enclosure.
-17266,2024-02-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.661,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17267,2024-02-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.77,False,Reliability engineer tagged sample window for model retraining.
-17268,2024-02-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.821,False,Telemetry quality flag downgraded during sensor self-test window.
-17269,2024-02-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.666,False,Transient outlier matched forklift impact near cabinet wall.
-17270,2024-02-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.343,False,Machine throughput increase drove sustained pressure uplift.
-17271,2024-02-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.115,False,Pressure settled back to nominal after valve reseat.
-17272,2024-02-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.89,False,Operator reported intermittent chatter on machine CNC-04.
-17273,2024-02-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.47,False,Sensor heartbeat delayed by one interval after gateway retry.
-17274,2024-02-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.038,False,Pressure peak corresponds to oversized billet batch processing.
-17275,2024-02-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.558,False,Vibration burst exceeds envelope during tool change cycle.
-17276,2024-02-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.866,False,SCADA backfill inserted two delayed telemetry points.
-17277,2024-02-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.429,False,Press cycle dwell time lengthened during high-volume batch.
-17278,2024-02-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.941,False,Reliability engineer tagged sample window for model retraining.
-17279,2024-02-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.014,False,Quality team requested trace review for lot 24-118B.
-17280,2024-02-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.749,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17281,2024-03-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Maintenance scheduler deferred calibration due to spare shortage.
-17282,2024-03-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.214,False,Edge collector replayed buffered events after network recovery.
-17283,2024-03-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.159,False,Sensor signal clipping observed during startup surge.
-17284,2024-03-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.838,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17285,2024-03-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.963,False,Transient outlier matched forklift impact near cabinet wall.
-17286,2024-03-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.552,False,Condensation warning cleared after dehumidifier ramp-up.
-17287,2024-03-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.39,False,Vibration baseline recovered after tool holder replacement.
-17288,2024-03-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.526,False,Vibration baseline recovered after tool holder replacement.
-17289,2024-03-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.929,False,Thermal ramp exceeded expected warmup curve before shift start.
-17290,2024-03-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.734,False,Telemetry quality flag downgraded during sensor self-test window.
-17291,2024-03-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.185,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17292,2024-03-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.311,False,Maintenance scheduler deferred calibration due to spare shortage.
-17293,2024-03-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.572,False,Vibration baseline recovered after tool holder replacement.
-17294,2024-03-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.728,False,Machine throughput increase drove sustained pressure uplift.
-17295,2024-03-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.424,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17296,2024-03-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.971,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17297,2024-03-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,Supervisory alert generated after three consecutive threshold breaches.
-17298,2024-03-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.081,False,Vibration harmonics broadened during extended production run.
-17299,2024-03-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.147,False,Quality hold reduced finishing booth activity for one shift.
-17300,2024-03-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.005,False,Sensor heartbeat delayed by one interval after gateway retry.
-17301,2024-03-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.267,False,Edge collector replayed buffered events after network recovery.
-17302,2024-03-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.682,False,Operator reset acknowledged after red-tag inspection.
-17303,2024-03-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.262,False,Pressure settled back to nominal after valve reseat.
-17304,2024-03-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.702,False,Humidity readings track seasonal rise across late spring.
-17305,2024-03-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.937,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17306,2024-03-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.546,False,Quality team requested trace review for lot 24-118B.
-17307,2024-03-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.41,False,Unbalanced load introduced cyclical pressure ripple.
-17308,2024-03-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.134,False,Night shift startup produced higher than normal vibration floor.
-17309,2024-03-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.058,False,Operator reset acknowledged after red-tag inspection.
-17310,2024-03-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.351,False,Temperature remained elevated during unscheduled overtime run.
-17311,2024-03-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Machine idle period extended during planned sanitation window.
-17312,2024-03-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.229,False,Machine throughput increase drove sustained pressure uplift.
-17313,2024-03-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.761,False,Maintenance scheduler deferred calibration due to spare shortage.
-17314,2024-03-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.966,False,Telemetry quality flag downgraded during sensor self-test window.
-17315,2024-03-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.816,False,Vibration burst exceeds envelope during tool change cycle.
-17316,2024-03-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.0,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17317,2024-03-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.316,False,Machine throughput increase drove sustained pressure uplift.
-17318,2024-03-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.341,False,Transient outlier matched forklift impact near cabinet wall.
-17319,2024-03-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.959,False,Humidity climbed during dock-door open period in afternoon shift.
-17320,2024-03-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.893,False,Pressure peak corresponds to oversized billet batch processing.
-17321,2024-03-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.751,False,Bearing temperature rising faster than baseline on spindle cell.
-17322,2024-03-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.639,False,Vibration harmonics broadened during extended production run.
-17323,2024-03-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.921,False,Vibration baseline recovered after tool holder replacement.
-17324,2024-03-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.277,False,Vibration burst exceeds envelope during tool change cycle.
-17325,2024-03-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.803,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17326,2024-03-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.281,False,Operator reset acknowledged after red-tag inspection.
-17327,2024-03-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.363,False,Machine idle period extended during planned sanitation window.
-17328,2024-03-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.79,False,Coolant loop adjustment reduced chamber temperature spread.
-17329,2024-03-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.893,False,Maintenance note logged for coupling imbalance inspection.
-17330,2024-03-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.873,False,Sensor battery health remains nominal after firmware update.
-17331,2024-03-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Quality team requested trace review for lot 24-118B.
-17332,2024-03-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.574,False,Machine throughput increase drove sustained pressure uplift.
-17333,2024-03-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.064,False,Dust extraction fan offline for 18 minutes on line finishing.
-17334,2024-03-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.982,False,Bearing temperature rising faster than baseline on spindle cell.
-17335,2024-03-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.289,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17336,2024-03-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.147,False,Unbalanced load introduced cyclical pressure ripple.
-17337,2024-03-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.076,False,Edge collector replayed buffered events after network recovery.
-17338,2024-03-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.847,False,Sensor enclosure opened for manual calibration verification.
-17339,2024-03-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.325,False,Reliability engineer tagged sample window for model retraining.
-17340,2024-03-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.513,False,Air handler maintenance reduced humidity variance on finishing line.
-17341,2024-03-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.809,False,Vibration harmonics broadened during extended production run.
-17342,2024-03-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.068,False,Calibration check overdue by 11 days for press-line transducer.
-17343,2024-03-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.497,False,Short-lived packet loss observed at edge gateway gw-02.
-17344,2024-03-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.57,False,Sensor battery health remains nominal after firmware update.
-17345,2024-03-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.148,False,Pressure peak corresponds to oversized billet batch processing.
-17346,2024-03-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.747,False,Temporary gateway failover completed without data loss.
-17347,2024-03-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17348,2024-03-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.204,False,Unbalanced load introduced cyclical pressure ripple.
-17349,2024-03-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.754,False,Pressure peak corresponds to oversized billet batch processing.
-17350,2024-03-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.901,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17351,2024-03-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.16,False,Short-lived packet loss observed at edge gateway gw-02.
-17352,2024-03-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.31,False,Bearing temperature rising faster than baseline on spindle cell.
-17353,2024-03-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.142,False,Packaging line stop reduced adjacent vibration background.
-17354,2024-03-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.505,False,Quality team requested trace review for lot 24-118B.
-17355,2024-03-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.387,False,Short-lived packet loss observed at edge gateway gw-02.
-17356,2024-03-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,49.161,False,Quality hold reduced finishing booth activity for one shift.
-17357,2024-03-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.493,False,Supervisory alert generated after three consecutive threshold breaches.
-17358,2024-03-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.166,False,Condensation warning cleared after dehumidifier ramp-up.
-17359,2024-03-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.189,False,Warning threshold updated for pilot predictive-maintenance model.
-17360,2024-03-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.354,False,Coolant loop adjustment reduced chamber temperature spread.
-17361,2024-03-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.699,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17362,2024-03-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.063,False,Warning threshold updated for pilot predictive-maintenance model.
-17363,2024-03-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.487,False,Humidity excursion near finishing booth during coating run.
-17364,2024-03-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.208,False,Pressure settled back to nominal after valve reseat.
-17365,2024-03-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.135,False,Quality team requested trace review for lot 24-118B.
-17366,2024-03-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.932,False,Shift handoff note referenced unusual noise near press enclosure.
-17367,2024-03-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.768,False,Coolant loop adjustment reduced chamber temperature spread.
-17368,2024-03-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.529,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17369,2024-03-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.376,False,Thermal ramp exceeded expected warmup curve before shift start.
-17370,2024-03-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.426,False,Thermal overshoot event coincided with recipe change on furnace.
-17371,2024-03-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.551,False,Machine idle period extended during planned sanitation window.
-17372,2024-03-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.36,False,Unbalanced load introduced cyclical pressure ripple.
-17373,2024-03-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.871,False,Pressure line purge completed before restart authorization.
-17374,2024-03-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.293,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17375,2024-03-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.575,False,Sensor battery health remains nominal after firmware update.
-17376,2024-03-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.797,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17377,2024-03-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.551,False,Temperature variance narrowed after coolant nozzle cleaning.
-17378,2024-03-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.516,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17379,2024-03-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.562,False,Machine idle period extended during planned sanitation window.
-17380,2024-03-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.596,False,Machine throughput increase drove sustained pressure uplift.
-17381,2024-03-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.455,False,Night shift startup produced higher than normal vibration floor.
-17382,2024-03-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.959,False,Temporary gateway failover completed without data loss.
-17383,2024-03-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.35,False,Machine idle period extended during planned sanitation window.
-17384,2024-03-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.521,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17385,2024-03-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.182,False,Temperature variance narrowed after coolant nozzle cleaning.
-17386,2024-03-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.103,False,Pressure line purge completed before restart authorization.
-17387,2024-03-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Hydraulic line pressure oscillation detected under load.
-17388,2024-03-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.772,False,Machine throughput increase drove sustained pressure uplift.
-17389,2024-03-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.467,False,Vibration burst exceeds envelope during tool change cycle.
-17390,2024-03-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.828,False,Shift handoff note referenced unusual noise near press enclosure.
-17391,2024-03-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.216,False,Packaging line stop reduced adjacent vibration background.
-17392,2024-03-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.511,False,Vibration harmonics broadened during extended production run.
-17393,2024-03-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.347,False,Thermal ramp exceeded expected warmup curve before shift start.
-17394,2024-03-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.367,False,Temperature variance narrowed after coolant nozzle cleaning.
-17395,2024-03-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.098,False,Humidity baseline improved after seal replacement.
-17396,2024-03-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.919,False,Humidity excursion near finishing booth during coating run.
-17397,2024-03-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Edge collector replayed buffered events after network recovery.
-17398,2024-03-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.766,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17399,2024-03-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.381,False,Humidity baseline improved after seal replacement.
-17400,2024-03-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.31,False,Vibration burst exceeds envelope during tool change cycle.
-17401,2024-03-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.886,False,Machine idle period extended during planned sanitation window.
-17402,2024-03-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.709,False,Temperature variance narrowed after coolant nozzle cleaning.
-17403,2024-03-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.987,False,Sensor enclosure opened for manual calibration verification.
-17404,2024-03-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.036,False,Temporary gateway failover completed without data loss.
-17405,2024-03-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.266,False,Sensor signal clipping observed during startup surge.
-17406,2024-03-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.863,False,Pressure peak corresponds to oversized billet batch processing.
-17407,2024-03-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.046,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17408,2024-03-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.166,False,Pressure line purge completed before restart authorization.
-17409,2024-03-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.494,False,Operator reset acknowledged after red-tag inspection.
-17410,2024-03-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.544,False,Reliability engineer tagged sample window for model retraining.
-17411,2024-03-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.969,False,Calibration check overdue by 11 days for press-line transducer.
-17412,2024-03-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.222,False,Sensor heartbeat delayed by one interval after gateway retry.
-17413,2024-03-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.375,False,SCADA backfill inserted two delayed telemetry points.
-17414,2024-03-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.435,False,Packaging line stop reduced adjacent vibration background.
-17415,2024-03-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.15,False,Quality team requested trace review for lot 24-118B.
-17416,2024-03-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.795,False,Edge collector replayed buffered events after network recovery.
-17417,2024-03-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.817,False,Unbalanced load introduced cyclical pressure ripple.
-17418,2024-03-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.703,False,Anomaly review flagged possible bearing wear progression.
-17419,2024-03-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.358,False,Night shift startup produced higher than normal vibration floor.
-17420,2024-03-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.21,False,Pressure settled back to nominal after valve reseat.
-17421,2024-03-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.502,False,Machine throughput increase drove sustained pressure uplift.
-17422,2024-03-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.271,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17423,2024-03-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.237,False,Shift handoff note referenced unusual noise near press enclosure.
-17424,2024-03-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.533,False,Calibration check overdue by 11 days for press-line transducer.
-17425,2024-03-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.027,False,Operator reported intermittent chatter on machine CNC-04.
-17426,2024-03-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.602,False,Sensor enclosure opened for manual calibration verification.
-17427,2024-03-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.254,False,Pressure peak corresponds to oversized billet batch processing.
-17428,2024-03-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.777,False,Packaging line stop reduced adjacent vibration background.
-17429,2024-03-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.458,False,Calibration check overdue by 11 days for press-line transducer.
-17430,2024-03-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.549,False,Sensor signal clipping observed during startup surge.
-17431,2024-03-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.231,False,Thermal ramp exceeded expected warmup curve before shift start.
-17432,2024-03-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.975,False,Sensor signal clipping observed during startup surge.
-17433,2024-03-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.722,False,Sensor heartbeat delayed by one interval after gateway retry.
-17434,2024-03-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.355,False,Humidity baseline improved after seal replacement.
-17435,2024-03-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.244,False,Temperature remained elevated during unscheduled overtime run.
-17436,2024-03-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.949,False,Calibration check overdue by 11 days for press-line transducer.
-17437,2024-03-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.353,False,Pressure settled back to nominal after valve reseat.
-17438,2024-03-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.37,False,Humidity climbed during dock-door open period in afternoon shift.
-17439,2024-03-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.601,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17440,2024-03-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.148,False,Operator reported intermittent chatter on machine CNC-04.
-17441,2024-03-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.097,False,Vibration harmonics broadened during extended production run.
-17442,2024-03-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.706,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17443,2024-03-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Unbalanced load introduced cyclical pressure ripple.
-17444,2024-03-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.239,False,SCADA backfill inserted two delayed telemetry points.
-17445,2024-03-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.314,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17446,2024-03-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.383,False,Vibration burst exceeds envelope during tool change cycle.
-17447,2024-03-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.907,False,Maintenance crew confirmed lubrication interval was missed.
-17448,2024-03-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.673,False,Thermal ramp exceeded expected warmup curve before shift start.
-17449,2024-03-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.995,False,Calibration check overdue by 11 days for press-line transducer.
-17450,2024-03-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.843,False,Unbalanced load introduced cyclical pressure ripple.
-17451,2024-03-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.197,False,Temperature remained elevated during unscheduled overtime run.
-17452,2024-03-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.811,False,Thermal overshoot event coincided with recipe change on furnace.
-17453,2024-03-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.813,False,Temperature remained elevated during unscheduled overtime run.
-17454,2024-03-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.632,False,Humidity baseline improved after seal replacement.
-17455,2024-03-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.197,False,Temperature remained elevated during unscheduled overtime run.
-17456,2024-03-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.73,False,Coolant loop adjustment reduced chamber temperature spread.
-17457,2024-03-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.289,False,Temperature variance narrowed after coolant nozzle cleaning.
-17458,2024-03-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.078,False,Warning threshold updated for pilot predictive-maintenance model.
-17459,2024-03-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.629,False,Maintenance note logged for coupling imbalance inspection.
-17460,2024-03-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.361,False,Humidity readings track seasonal rise across late spring.
-17461,2024-03-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.858,False,Quality hold reduced finishing booth activity for one shift.
-17462,2024-03-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.475,False,Vibration burst exceeds envelope during tool change cycle.
-17463,2024-03-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.016,False,Temperature variance narrowed after coolant nozzle cleaning.
-17464,2024-03-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.617,False,Transient outlier matched forklift impact near cabinet wall.
-17465,2024-03-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.241,False,Quality team requested trace review for lot 24-118B.
-17466,2024-03-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.979,False,Humidity excursion near finishing booth during coating run.
-17467,2024-03-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.761,False,Pressure peak corresponds to oversized billet batch processing.
-17468,2024-03-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.128,False,Quality team requested trace review for lot 24-118B.
-17469,2024-03-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.987,False,Transient outlier matched forklift impact near cabinet wall.
-17470,2024-03-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.265,False,Sensor heartbeat delayed by one interval after gateway retry.
-17471,2024-03-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.904,False,Humidity baseline improved after seal replacement.
-17472,2024-03-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.081,False,Bearing temperature rising faster than baseline on spindle cell.
-17473,2024-03-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.385,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17474,2024-03-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.045,False,Humidity baseline improved after seal replacement.
-17475,2024-03-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.572,False,Machine throughput increase drove sustained pressure uplift.
-17476,2024-03-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.229,False,Vibration harmonics broadened during extended production run.
-17477,2024-03-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Condensation warning cleared after dehumidifier ramp-up.
-17478,2024-03-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.004,False,Maintenance note logged for coupling imbalance inspection.
-17479,2024-03-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.271,False,Calibration check overdue by 11 days for press-line transducer.
-17480,2024-03-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.248,False,Vibration harmonics broadened during extended production run.
-17481,2024-03-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.349,False,Temperature variance narrowed after coolant nozzle cleaning.
-17482,2024-03-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.014,False,Bearing temperature rising faster than baseline on spindle cell.
-17483,2024-03-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.42,False,Maintenance crew confirmed lubrication interval was missed.
-17484,2024-03-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.442,False,Temperature variance narrowed after coolant nozzle cleaning.
-17485,2024-03-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.731,False,Vibration burst exceeds envelope during tool change cycle.
-17486,2024-03-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.585,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17487,2024-03-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.659,False,Transient outlier matched forklift impact near cabinet wall.
-17488,2024-03-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.296,False,Pressure line purge completed before restart authorization.
-17489,2024-03-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Packaging line stop reduced adjacent vibration background.
-17490,2024-03-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.229,False,Air handler maintenance reduced humidity variance on finishing line.
-17491,2024-03-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.584,False,Shift handoff note referenced unusual noise near press enclosure.
-17492,2024-03-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.128,False,Sensor signal clipping observed during startup surge.
-17493,2024-03-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.698,False,Humidity baseline improved after seal replacement.
-17494,2024-03-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.737,False,Short-lived packet loss observed at edge gateway gw-02.
-17495,2024-03-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.77,False,Quality team requested trace review for lot 24-118B.
-17496,2024-03-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.905,False,Warning threshold updated for pilot predictive-maintenance model.
-17497,2024-03-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.026,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17498,2024-03-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.794,False,Pressure line purge completed before restart authorization.
-17499,2024-03-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.787,False,Anomaly review flagged possible bearing wear progression.
-17500,2024-03-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.769,False,Vibration burst exceeds envelope during tool change cycle.
-17501,2024-03-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.142,False,Humidity readings track seasonal rise across late spring.
-17502,2024-03-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.154,False,Short-lived packet loss observed at edge gateway gw-02.
-17503,2024-03-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.341,False,Quality team requested trace review for lot 24-118B.
-17504,2024-03-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.987,False,Sensor heartbeat delayed by one interval after gateway retry.
-17505,2024-03-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17506,2024-03-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.093,False,Dust extraction fan offline for 18 minutes on line finishing.
-17507,2024-03-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.781,False,Maintenance crew confirmed lubrication interval was missed.
-17508,2024-03-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.703,False,Vibration burst exceeds envelope during tool change cycle.
-17509,2024-03-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.702,False,Humidity readings track seasonal rise across late spring.
-17510,2024-03-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.83,False,Temperature variance narrowed after coolant nozzle cleaning.
-17511,2024-03-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.393,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17512,2024-03-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.631,False,Sensor battery health remains nominal after firmware update.
-17513,2024-03-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.382,False,Thermal overshoot event coincided with recipe change on furnace.
-17514,2024-03-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.366,False,Maintenance crew confirmed lubrication interval was missed.
-17515,2024-03-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.709,False,Sensor heartbeat delayed by one interval after gateway retry.
-17516,2024-03-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.029,False,Anomaly review flagged possible bearing wear progression.
-17517,2024-03-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.114,False,Telemetry quality flag downgraded during sensor self-test window.
-17518,2024-03-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.668,False,Humidity readings track seasonal rise across late spring.
-17519,2024-03-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.929,False,Dust extraction fan offline for 18 minutes on line finishing.
-17520,2024-03-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.334,False,Maintenance crew confirmed lubrication interval was missed.
-17521,2024-03-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.285,False,Edge collector replayed buffered events after network recovery.
-17522,2024-03-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.07,False,Quality hold reduced finishing booth activity for one shift.
-17523,2024-03-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.852,False,Vibration baseline recovered after tool holder replacement.
-17524,2024-03-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.919,False,Packaging line stop reduced adjacent vibration background.
-17525,2024-03-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.45,False,Edge collector replayed buffered events after network recovery.
-17526,2024-03-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.688,False,Dust extraction fan offline for 18 minutes on line finishing.
-17527,2024-03-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.016,False,Condensation warning cleared after dehumidifier ramp-up.
-17528,2024-03-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.989,False,Operator reported intermittent chatter on machine CNC-04.
-17529,2024-03-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.888,False,Humidity baseline improved after seal replacement.
-17530,2024-03-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.927,False,Sensor heartbeat delayed by one interval after gateway retry.
-17531,2024-03-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.189,False,Machine idle period extended during planned sanitation window.
-17532,2024-03-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.523,False,Condensation warning cleared after dehumidifier ramp-up.
-17533,2024-03-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.312,False,Humidity readings track seasonal rise across late spring.
-17534,2024-03-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.977,False,Hydraulic line pressure oscillation detected under load.
-17535,2024-03-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.994,False,Humidity excursion near finishing booth during coating run.
-17536,2024-03-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.638,False,Supervisory alert generated after three consecutive threshold breaches.
-17537,2024-03-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.047,False,Coolant loop adjustment reduced chamber temperature spread.
-17538,2024-03-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.462,False,Condensation warning cleared after dehumidifier ramp-up.
-17539,2024-03-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.685,False,Shift handoff note referenced unusual noise near press enclosure.
-17540,2024-03-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.801,False,Transient outlier matched forklift impact near cabinet wall.
-17541,2024-03-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.914,False,Vibration harmonics broadened during extended production run.
-17542,2024-03-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.156,False,Temperature variance narrowed after coolant nozzle cleaning.
-17543,2024-03-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.131,False,Humidity readings track seasonal rise across late spring.
-17544,2024-03-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.905,False,Press cycle dwell time lengthened during high-volume batch.
-17545,2024-03-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.911,False,Sensor signal clipping observed during startup surge.
-17546,2024-03-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.855,False,Sensor heartbeat delayed by one interval after gateway retry.
-17547,2024-03-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.279,False,Humidity readings track seasonal rise across late spring.
-17548,2024-03-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.702,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17549,2024-03-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.434,False,Warning threshold updated for pilot predictive-maintenance model.
-17550,2024-03-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.666,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17551,2024-03-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.505,False,Vibration burst exceeds envelope during tool change cycle.
-17552,2024-03-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.537,False,Sensor enclosure opened for manual calibration verification.
-17553,2024-03-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.648,False,Night shift startup produced higher than normal vibration floor.
-17554,2024-03-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.248,False,Telemetry quality flag downgraded during sensor self-test window.
-17555,2024-03-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.35,False,Quality hold reduced finishing booth activity for one shift.
-17556,2024-03-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.871,False,Sensor enclosure opened for manual calibration verification.
-17557,2024-03-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.475,False,Telemetry quality flag downgraded during sensor self-test window.
-17558,2024-03-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.38,False,Coolant loop adjustment reduced chamber temperature spread.
-17559,2024-03-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.982,False,Thermal overshoot event coincided with recipe change on furnace.
-17560,2024-03-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.103,False,Condensation warning cleared after dehumidifier ramp-up.
-17561,2024-03-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.26,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17562,2024-03-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.028,False,Operator reset acknowledged after red-tag inspection.
-17563,2024-03-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.504,False,Transient outlier matched forklift impact near cabinet wall.
-17564,2024-03-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.467,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17565,2024-03-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Operator reported intermittent chatter on machine CNC-04.
-17566,2024-03-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.863,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17567,2024-03-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.422,False,Operator reset acknowledged after red-tag inspection.
-17568,2024-03-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.273,False,Quality hold reduced finishing booth activity for one shift.
-17569,2024-03-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.276,False,Machine throughput increase drove sustained pressure uplift.
-17570,2024-03-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.146,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17571,2024-03-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.083,False,Operator reported intermittent chatter on machine CNC-04.
-17572,2024-03-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.167,False,Quality team requested trace review for lot 24-118B.
-17573,2024-03-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.129,False,Supervisory alert generated after three consecutive threshold breaches.
-17574,2024-03-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.753,False,Dust extraction fan offline for 18 minutes on line finishing.
-17575,2024-03-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.445,False,Shift handoff note referenced unusual noise near press enclosure.
-17576,2024-03-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.294,False,Sensor battery health remains nominal after firmware update.
-17577,2024-03-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.683,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17578,2024-03-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.014,False,Vibration harmonics broadened during extended production run.
-17579,2024-03-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.201,False,Calibration check overdue by 11 days for press-line transducer.
-17580,2024-03-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.596,False,Warning threshold updated for pilot predictive-maintenance model.
-17581,2024-03-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.507,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17582,2024-03-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.234,False,Pressure peak corresponds to oversized billet batch processing.
-17583,2024-03-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.589,False,Humidity climbed during dock-door open period in afternoon shift.
-17584,2024-03-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.457,False,Air handler maintenance reduced humidity variance on finishing line.
-17585,2024-03-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.698,False,Temporary gateway failover completed without data loss.
-17586,2024-03-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,60.103,False,Quality team requested trace review for lot 24-118B.
-17587,2024-03-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.854,False,Condensation warning cleared after dehumidifier ramp-up.
-17588,2024-03-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.868,False,Transient outlier matched forklift impact near cabinet wall.
-17589,2024-03-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.828,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17590,2024-03-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.211,False,Quality team requested trace review for lot 24-118B.
-17591,2024-03-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.921,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17592,2024-03-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.814,False,Humidity readings track seasonal rise across late spring.
-17593,2024-03-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.095,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17594,2024-03-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.53,False,Packaging line stop reduced adjacent vibration background.
-17595,2024-03-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.496,False,Vibration burst exceeds envelope during tool change cycle.
-17596,2024-03-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.857,False,Unbalanced load introduced cyclical pressure ripple.
-17597,2024-03-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.252,False,Maintenance note logged for coupling imbalance inspection.
-17598,2024-03-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.609,False,Operator reported intermittent chatter on machine CNC-04.
-17599,2024-03-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.736,False,Shift handoff note referenced unusual noise near press enclosure.
-17600,2024-03-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.102,False,Pressure peak corresponds to oversized billet batch processing.
-17601,2024-03-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.508,False,Maintenance note logged for coupling imbalance inspection.
-17602,2024-03-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.274,False,Bearing temperature rising faster than baseline on spindle cell.
-17603,2024-03-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Vibration baseline recovered after tool holder replacement.
-17604,2024-03-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.837,False,Reliability engineer tagged sample window for model retraining.
-17605,2024-03-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,Operator reported intermittent chatter on machine CNC-04.
-17606,2024-03-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.354,False,Thermal overshoot event coincided with recipe change on furnace.
-17607,2024-03-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.693,False,Machine idle period extended during planned sanitation window.
-17608,2024-03-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.069,False,Humidity baseline improved after seal replacement.
-17609,2024-03-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.97,False,Sensor enclosure opened for manual calibration verification.
-17610,2024-03-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.859,False,Thermal overshoot event coincided with recipe change on furnace.
-17611,2024-03-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.833,False,Sensor signal clipping observed during startup surge.
-17612,2024-03-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.124,False,Maintenance crew confirmed lubrication interval was missed.
-17613,2024-03-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.606,False,Sensor enclosure opened for manual calibration verification.
-17614,2024-03-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.806,False,Operator reset acknowledged after red-tag inspection.
-17615,2024-03-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.935,False,Thermal ramp exceeded expected warmup curve before shift start.
-17616,2024-03-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.102,False,Air handler maintenance reduced humidity variance on finishing line.
-17617,2024-03-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.961,False,Sensor signal clipping observed during startup surge.
-17618,2024-03-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.687,False,Coolant loop adjustment reduced chamber temperature spread.
-17619,2024-03-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.265,False,Sensor heartbeat delayed by one interval after gateway retry.
-17620,2024-03-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.618,False,Unbalanced load introduced cyclical pressure ripple.
-17621,2024-03-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.105,False,Pressure settled back to nominal after valve reseat.
-17622,2024-03-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.347,False,Short-lived packet loss observed at edge gateway gw-02.
-17623,2024-03-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Pressure line purge completed before restart authorization.
-17624,2024-03-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.257,False,Dust extraction fan offline for 18 minutes on line finishing.
-17625,2024-03-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.644,False,Anomaly review flagged possible bearing wear progression.
-17626,2024-03-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.047,False,Supervisory alert generated after three consecutive threshold breaches.
-17627,2024-03-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.441,False,Humidity readings track seasonal rise across late spring.
-17628,2024-03-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.174,False,Vibration burst exceeds envelope during tool change cycle.
-17629,2024-03-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.286,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17630,2024-03-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.351,False,Supervisory alert generated after three consecutive threshold breaches.
-17631,2024-03-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.839,False,Operator reported intermittent chatter on machine CNC-04.
-17632,2024-03-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.494,False,Operator reset acknowledged after red-tag inspection.
-17633,2024-03-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.925,False,Coolant loop adjustment reduced chamber temperature spread.
-17634,2024-03-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.694,False,Sensor enclosure opened for manual calibration verification.
-17635,2024-03-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.618,False,Coolant loop adjustment reduced chamber temperature spread.
-17636,2024-03-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.143,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17637,2024-03-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.179,False,Maintenance scheduler deferred calibration due to spare shortage.
-17638,2024-03-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.921,False,Air handler maintenance reduced humidity variance on finishing line.
-17639,2024-03-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.186,False,Pressure peak corresponds to oversized billet batch processing.
-17640,2024-03-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.318,False,Sensor signal clipping observed during startup surge.
-17641,2024-03-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17642,2024-03-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.897,False,Temperature variance narrowed after coolant nozzle cleaning.
-17643,2024-03-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.763,False,Calibration check overdue by 11 days for press-line transducer.
-17644,2024-03-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.37,False,Short-lived packet loss observed at edge gateway gw-02.
-17645,2024-03-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.173,False,Telemetry quality flag downgraded during sensor self-test window.
-17646,2024-03-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.146,False,SCADA backfill inserted two delayed telemetry points.
-17647,2024-03-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.992,False,Air handler maintenance reduced humidity variance on finishing line.
-17648,2024-03-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.445,False,SCADA backfill inserted two delayed telemetry points.
-17649,2024-03-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.002,False,Pressure line purge completed before restart authorization.
-17650,2024-03-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.369,False,Sensor battery health remains nominal after firmware update.
-17651,2024-03-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.808,False,Packaging line stop reduced adjacent vibration background.
-17652,2024-03-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.014,False,Reliability engineer tagged sample window for model retraining.
-17653,2024-03-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Temperature remained elevated during unscheduled overtime run.
-17654,2024-03-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.001,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17655,2024-03-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.819,False,Vibration burst exceeds envelope during tool change cycle.
-17656,2024-03-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.522,False,Dust extraction fan offline for 18 minutes on line finishing.
-17657,2024-03-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.185,False,Thermal ramp exceeded expected warmup curve before shift start.
-17658,2024-03-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.328,False,Vibration baseline recovered after tool holder replacement.
-17659,2024-03-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.177,False,Thermal overshoot event coincided with recipe change on furnace.
-17660,2024-03-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.916,False,Warning threshold updated for pilot predictive-maintenance model.
-17661,2024-03-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.236,False,Coolant loop adjustment reduced chamber temperature spread.
-17662,2024-03-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.912,False,Temperature remained elevated during unscheduled overtime run.
-17663,2024-03-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.443,False,Anomaly review flagged possible bearing wear progression.
-17664,2024-03-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.534,False,Quality team requested trace review for lot 24-118B.
-17665,2024-03-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17666,2024-03-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.452,False,Coolant loop adjustment reduced chamber temperature spread.
-17667,2024-03-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17668,2024-03-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.175,False,Shift handoff note referenced unusual noise near press enclosure.
-17669,2024-03-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.307,False,Dust extraction fan offline for 18 minutes on line finishing.
-17670,2024-03-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.867,False,Quality team requested trace review for lot 24-118B.
-17671,2024-03-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.357,False,Condensation warning cleared after dehumidifier ramp-up.
-17672,2024-03-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.521,False,Temperature variance narrowed after coolant nozzle cleaning.
-17673,2024-03-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.855,False,Anomaly review flagged possible bearing wear progression.
-17674,2024-03-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.512,False,Humidity climbed during dock-door open period in afternoon shift.
-17675,2024-03-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.645,False,Humidity climbed during dock-door open period in afternoon shift.
-17676,2024-03-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.624,False,Shift handoff note referenced unusual noise near press enclosure.
-17677,2024-03-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.197,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17678,2024-03-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.938,False,Temperature remained elevated during unscheduled overtime run.
-17679,2024-03-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.244,False,Humidity baseline improved after seal replacement.
-17680,2024-03-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.626,False,Bearing temperature rising faster than baseline on spindle cell.
-17681,2024-03-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.383,False,Bearing temperature rising faster than baseline on spindle cell.
-17682,2024-03-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.167,False,Sensor enclosure opened for manual calibration verification.
-17683,2024-03-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Sensor signal clipping observed during startup surge.
-17684,2024-03-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.908,False,Sensor enclosure opened for manual calibration verification.
-17685,2024-03-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.491,False,Packaging line stop reduced adjacent vibration background.
-17686,2024-03-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.001,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17687,2024-03-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.345,False,Transient outlier matched forklift impact near cabinet wall.
-17688,2024-03-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.379,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17689,2024-03-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.87,False,Transient outlier matched forklift impact near cabinet wall.
-17690,2024-03-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.252,False,Edge collector replayed buffered events after network recovery.
-17691,2024-03-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.523,False,Night shift startup produced higher than normal vibration floor.
-17692,2024-03-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.587,False,Short-lived packet loss observed at edge gateway gw-02.
-17693,2024-03-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.117,False,Dust extraction fan offline for 18 minutes on line finishing.
-17694,2024-03-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.986,False,Thermal overshoot event coincided with recipe change on furnace.
-17695,2024-03-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Maintenance scheduler deferred calibration due to spare shortage.
-17696,2024-03-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.438,False,Vibration baseline recovered after tool holder replacement.
-17697,2024-03-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Quality hold reduced finishing booth activity for one shift.
-17698,2024-03-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.772,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17699,2024-03-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.051,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17700,2024-03-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.624,False,Sensor signal clipping observed during startup surge.
-17701,2024-03-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.094,False,Hydraulic line pressure oscillation detected under load.
-17702,2024-03-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.452,False,Humidity excursion near finishing booth during coating run.
-17703,2024-03-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.787,False,Coolant loop adjustment reduced chamber temperature spread.
-17704,2024-03-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.207,False,Pressure line purge completed before restart authorization.
-17705,2024-03-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.098,False,Shift handoff note referenced unusual noise near press enclosure.
-17706,2024-03-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.018,False,Quality hold reduced finishing booth activity for one shift.
-17707,2024-03-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.558,False,Maintenance scheduler deferred calibration due to spare shortage.
-17708,2024-03-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.103,False,Thermal overshoot event coincided with recipe change on furnace.
-17709,2024-03-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.451,False,Anomaly review flagged possible bearing wear progression.
-17710,2024-03-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.592,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17711,2024-03-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.767,False,Maintenance scheduler deferred calibration due to spare shortage.
-17712,2024-03-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.004,False,Temporary gateway failover completed without data loss.
-17713,2024-03-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.63,False,Maintenance crew confirmed lubrication interval was missed.
-17714,2024-03-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.254,False,Pressure line purge completed before restart authorization.
-17715,2024-03-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.518,False,Transient outlier matched forklift impact near cabinet wall.
-17716,2024-03-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.109,False,Dust extraction fan offline for 18 minutes on line finishing.
-17717,2024-03-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.607,False,Press cycle dwell time lengthened during high-volume batch.
-17718,2024-03-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.939,False,Machine idle period extended during planned sanitation window.
-17719,2024-03-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.554,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17720,2024-03-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.555,False,Thermal overshoot event coincided with recipe change on furnace.
-17721,2024-03-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Shift handoff note referenced unusual noise near press enclosure.
-17722,2024-03-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.921,False,Dust extraction fan offline for 18 minutes on line finishing.
-17723,2024-03-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.175,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17724,2024-03-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.235,False,Packaging line stop reduced adjacent vibration background.
-17725,2024-03-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.249,False,Telemetry quality flag downgraded during sensor self-test window.
-17726,2024-03-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.987,False,Operator reported intermittent chatter on machine CNC-04.
-17727,2024-03-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.346,False,Bearing temperature rising faster than baseline on spindle cell.
-17728,2024-03-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.501,False,Air handler maintenance reduced humidity variance on finishing line.
-17729,2024-03-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.366,False,Dust extraction fan offline for 18 minutes on line finishing.
-17730,2024-03-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.847,False,Temperature remained elevated during unscheduled overtime run.
-17731,2024-03-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.17,False,Humidity baseline improved after seal replacement.
-17732,2024-03-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.619,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17733,2024-03-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.968,False,Edge collector replayed buffered events after network recovery.
-17734,2024-03-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.507,False,Pressure peak corresponds to oversized billet batch processing.
-17735,2024-03-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.043,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17736,2024-03-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,56.497,False,Packaging line stop reduced adjacent vibration background.
-17737,2024-03-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.466,False,Reliability engineer tagged sample window for model retraining.
-17738,2024-03-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.026,False,Condensation warning cleared after dehumidifier ramp-up.
-17739,2024-03-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.91,False,Humidity readings track seasonal rise across late spring.
-17740,2024-03-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.093,False,Sensor signal clipping observed during startup surge.
-17741,2024-03-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.776,False,Sensor signal clipping observed during startup surge.
-17742,2024-03-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.578,False,Vibration baseline recovered after tool holder replacement.
-17743,2024-03-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.007,False,Maintenance scheduler deferred calibration due to spare shortage.
-17744,2024-03-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.628,False,Quality team requested trace review for lot 24-118B.
-17745,2024-03-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.45,False,SCADA backfill inserted two delayed telemetry points.
-17746,2024-03-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.46,False,Maintenance scheduler deferred calibration due to spare shortage.
-17747,2024-03-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.66,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17748,2024-03-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.47,False,Reliability engineer tagged sample window for model retraining.
-17749,2024-03-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.976,False,Temporary gateway failover completed without data loss.
-17750,2024-03-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.417,False,Sensor battery health remains nominal after firmware update.
-17751,2024-03-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.183,False,Air handler maintenance reduced humidity variance on finishing line.
-17752,2024-03-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.552,False,Shift handoff note referenced unusual noise near press enclosure.
-17753,2024-03-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.693,False,Temperature variance narrowed after coolant nozzle cleaning.
-17754,2024-03-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.971,False,Humidity readings track seasonal rise across late spring.
-17755,2024-03-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.134,False,Packaging line stop reduced adjacent vibration background.
-17756,2024-03-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.181,False,Telemetry quality flag downgraded during sensor self-test window.
-17757,2024-03-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.039,False,SCADA backfill inserted two delayed telemetry points.
-17758,2024-03-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.256,False,Quality hold reduced finishing booth activity for one shift.
-17759,2024-03-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.419,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17760,2024-03-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.203,False,Warning threshold updated for pilot predictive-maintenance model.
-17761,2024-03-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.253,False,Sensor battery health remains nominal after firmware update.
-17762,2024-03-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.961,False,Coolant loop adjustment reduced chamber temperature spread.
-17763,2024-03-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.001,False,Sensor signal clipping observed during startup surge.
-17764,2024-03-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.132,False,Maintenance note logged for coupling imbalance inspection.
-17765,2024-03-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.361,False,Air handler maintenance reduced humidity variance on finishing line.
-17766,2024-03-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.678,False,Reliability engineer tagged sample window for model retraining.
-17767,2024-03-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.324,False,Machine throughput increase drove sustained pressure uplift.
-17768,2024-03-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.979,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17769,2024-03-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.581,False,Anomaly review flagged possible bearing wear progression.
-17770,2024-03-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.771,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17771,2024-03-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.296,False,Vibration harmonics broadened during extended production run.
-17772,2024-03-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.138,False,Transient outlier matched forklift impact near cabinet wall.
-17773,2024-03-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.951,False,Quality hold reduced finishing booth activity for one shift.
-17774,2024-03-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.055,False,Vibration burst exceeds envelope during tool change cycle.
-17775,2024-03-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.901,False,Pressure settled back to nominal after valve reseat.
-17776,2024-03-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.727,False,Vibration harmonics broadened during extended production run.
-17777,2024-03-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.344,False,Temporary gateway failover completed without data loss.
-17778,2024-03-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.85,False,Sensor heartbeat delayed by one interval after gateway retry.
-17779,2024-03-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.931,False,Thermal overshoot event coincided with recipe change on furnace.
-17780,2024-03-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.002,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17781,2024-03-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.579,False,Vibration harmonics broadened during extended production run.
-17782,2024-03-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.476,False,Dust extraction fan offline for 18 minutes on line finishing.
-17783,2024-03-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.891,False,Humidity excursion near finishing booth during coating run.
-17784,2024-03-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.219,False,Temperature variance narrowed after coolant nozzle cleaning.
-17785,2024-03-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Maintenance crew confirmed lubrication interval was missed.
-17786,2024-03-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.483,False,Humidity excursion near finishing booth during coating run.
-17787,2024-03-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.51,False,Maintenance scheduler deferred calibration due to spare shortage.
-17788,2024-03-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.537,False,Calibration check overdue by 11 days for press-line transducer.
-17789,2024-03-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.474,False,Temperature remained elevated during unscheduled overtime run.
-17790,2024-03-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.232,False,Thermal ramp exceeded expected warmup curve before shift start.
-17791,2024-03-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.503,False,Thermal ramp exceeded expected warmup curve before shift start.
-17792,2024-03-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.043,False,Edge collector replayed buffered events after network recovery.
-17793,2024-03-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Humidity climbed during dock-door open period in afternoon shift.
-17794,2024-03-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.744,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17795,2024-03-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.236,False,Transient outlier matched forklift impact near cabinet wall.
-17796,2024-03-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.132,False,Unbalanced load introduced cyclical pressure ripple.
-17797,2024-03-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.13,False,Press cycle dwell time lengthened during high-volume batch.
-17798,2024-03-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.217,False,Pressure settled back to nominal after valve reseat.
-17799,2024-03-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.159,False,Quality team requested trace review for lot 24-118B.
-17800,2024-03-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.932,False,Machine idle period extended during planned sanitation window.
-17801,2024-03-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.206,False,Air handler maintenance reduced humidity variance on finishing line.
-17802,2024-03-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.148,False,Hydraulic line pressure oscillation detected under load.
-17803,2024-03-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.317,False,Coolant loop adjustment reduced chamber temperature spread.
-17804,2024-03-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.44,False,Pressure settled back to nominal after valve reseat.
-17805,2024-03-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.556,False,Night shift startup produced higher than normal vibration floor.
-17806,2024-03-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.887,False,Humidity baseline improved after seal replacement.
-17807,2024-03-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.879,False,Humidity excursion near finishing booth during coating run.
-17808,2024-03-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.383,False,Supervisory alert generated after three consecutive threshold breaches.
-17809,2024-03-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.339,False,Sensor heartbeat delayed by one interval after gateway retry.
-17810,2024-03-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.361,False,Transient outlier matched forklift impact near cabinet wall.
-17811,2024-03-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.093,False,Packaging line stop reduced adjacent vibration background.
-17812,2024-03-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.474,False,Press cycle dwell time lengthened during high-volume batch.
-17813,2024-03-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Transient outlier matched forklift impact near cabinet wall.
-17814,2024-03-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.167,False,Machine idle period extended during planned sanitation window.
-17815,2024-03-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.604,False,Temperature variance narrowed after coolant nozzle cleaning.
-17816,2024-03-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.402,False,Quality team requested trace review for lot 24-118B.
-17817,2024-03-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.633,False,Operator reset acknowledged after red-tag inspection.
-17818,2024-03-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.405,False,Vibration burst exceeds envelope during tool change cycle.
-17819,2024-03-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.735,False,Quality hold reduced finishing booth activity for one shift.
-17820,2024-03-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.988,False,Warning threshold updated for pilot predictive-maintenance model.
-17821,2024-03-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Short-lived packet loss observed at edge gateway gw-02.
-17822,2024-03-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.86,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17823,2024-03-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.905,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17824,2024-03-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.318,False,Night shift startup produced higher than normal vibration floor.
-17825,2024-03-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.357,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17826,2024-03-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.487,False,Bearing temperature rising faster than baseline on spindle cell.
-17827,2024-03-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.029,False,Dust extraction fan offline for 18 minutes on line finishing.
-17828,2024-03-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.458,False,Vibration burst exceeds envelope during tool change cycle.
-17829,2024-03-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.7,False,Coolant loop adjustment reduced chamber temperature spread.
-17830,2024-03-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.684,False,Press cycle dwell time lengthened during high-volume batch.
-17831,2024-03-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.207,False,Quality team requested trace review for lot 24-118B.
-17832,2024-03-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.351,False,Pressure settled back to nominal after valve reseat.
-17833,2024-03-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.45,False,Calibration check overdue by 11 days for press-line transducer.
-17834,2024-03-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.334,False,Quality team requested trace review for lot 24-118B.
-17835,2024-03-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.662,False,Shift handoff note referenced unusual noise near press enclosure.
-17836,2024-03-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.774,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17837,2024-03-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Pressure peak corresponds to oversized billet batch processing.
-17838,2024-03-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.615,False,Operator reported intermittent chatter on machine CNC-04.
-17839,2024-03-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.299,False,Quality team requested trace review for lot 24-118B.
-17840,2024-03-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.584,False,Sensor battery health remains nominal after firmware update.
-17841,2024-03-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.807,False,Sensor signal clipping observed during startup surge.
-17842,2024-03-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.986,False,Warning threshold updated for pilot predictive-maintenance model.
-17843,2024-03-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.931,False,Thermal overshoot event coincided with recipe change on furnace.
-17844,2024-03-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.19,False,Sensor battery health remains nominal after firmware update.
-17845,2024-03-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.807,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17846,2024-03-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.704,False,Vibration baseline recovered after tool holder replacement.
-17847,2024-03-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.677,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17848,2024-03-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.511,False,Machine idle period extended during planned sanitation window.
-17849,2024-03-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.252,False,Pressure peak corresponds to oversized billet batch processing.
-17850,2024-03-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.306,False,Humidity climbed during dock-door open period in afternoon shift.
-17851,2024-03-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.058,False,Vibration baseline recovered after tool holder replacement.
-17852,2024-03-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.527,False,Humidity baseline improved after seal replacement.
-17853,2024-03-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.395,False,SCADA backfill inserted two delayed telemetry points.
-17854,2024-03-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.344,False,Machine throughput increase drove sustained pressure uplift.
-17855,2024-03-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.398,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17856,2024-03-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.744,False,Vibration baseline recovered after tool holder replacement.
-17857,2024-03-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.096,False,Press cycle dwell time lengthened during high-volume batch.
-17858,2024-03-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.956,False,Quality team requested trace review for lot 24-118B.
-17859,2024-03-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.042,False,Humidity baseline improved after seal replacement.
-17860,2024-03-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.242,False,Humidity baseline improved after seal replacement.
-17861,2024-03-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.666,False,Packaging line stop reduced adjacent vibration background.
-17862,2024-03-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.721,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17863,2024-03-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.497,False,Operator reset acknowledged after red-tag inspection.
-17864,2024-03-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.735,False,Thermal ramp exceeded expected warmup curve before shift start.
-17865,2024-03-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.75,False,Humidity readings track seasonal rise across late spring.
-17866,2024-03-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.205,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17867,2024-03-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.569,False,Warning threshold updated for pilot predictive-maintenance model.
-17868,2024-03-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.702,False,Vibration harmonics broadened during extended production run.
-17869,2024-03-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.2,False,Transient outlier matched forklift impact near cabinet wall.
-17870,2024-03-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.766,False,Anomaly review flagged possible bearing wear progression.
-17871,2024-03-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.822,False,Maintenance crew confirmed lubrication interval was missed.
-17872,2024-03-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.138,False,Vibration harmonics broadened during extended production run.
-17873,2024-03-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.312,False,Short-lived packet loss observed at edge gateway gw-02.
-17874,2024-03-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.999,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17875,2024-03-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Transient outlier matched forklift impact near cabinet wall.
-17876,2024-03-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.246,False,Quality hold reduced finishing booth activity for one shift.
-17877,2024-03-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.689,False,Thermal overshoot event coincided with recipe change on furnace.
-17878,2024-03-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.605,False,Quality hold reduced finishing booth activity for one shift.
-17879,2024-03-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.453,False,Edge collector replayed buffered events after network recovery.
-17880,2024-03-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.882,False,Maintenance scheduler deferred calibration due to spare shortage.
-17881,2024-03-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.348,False,Sensor heartbeat delayed by one interval after gateway retry.
-17882,2024-03-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.97,False,Sensor heartbeat delayed by one interval after gateway retry.
-17883,2024-03-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.386,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17884,2024-03-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.165,False,Vibration burst exceeds envelope during tool change cycle.
-17885,2024-03-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.35,False,Telemetry quality flag downgraded during sensor self-test window.
-17886,2024-03-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.142,False,Quality team requested trace review for lot 24-118B.
-17887,2024-03-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.898,False,Pressure peak corresponds to oversized billet batch processing.
-17888,2024-03-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.34,False,Sensor heartbeat delayed by one interval after gateway retry.
-17889,2024-03-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.112,False,Maintenance crew confirmed lubrication interval was missed.
-17890,2024-03-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.22,False,Machine idle period extended during planned sanitation window.
-17891,2024-03-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.53,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17892,2024-03-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.591,False,Temperature remained elevated during unscheduled overtime run.
-17893,2024-03-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.099,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17894,2024-03-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.583,False,Edge collector replayed buffered events after network recovery.
-17895,2024-03-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.705,False,Ambient temperature stabilized after HVAC stage-two engagement.
-17896,2024-03-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.372,False,Night shift startup produced higher than normal vibration floor.
-17897,2024-03-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.863,False,Operator reset acknowledged after red-tag inspection.
-17898,2024-03-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.523,False,Temperature variance narrowed after coolant nozzle cleaning.
-17899,2024-03-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.774,False,Anomaly review flagged possible bearing wear progression.
-17900,2024-03-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.858,False,Humidity baseline improved after seal replacement.
-17901,2024-03-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Coolant loop adjustment reduced chamber temperature spread.
-17902,2024-03-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.072,False,Sensor signal clipping observed during startup surge.
-17903,2024-03-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.821,False,Coolant loop adjustment reduced chamber temperature spread.
-17904,2024-03-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.238,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17905,2024-03-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.072,False,Hydraulic line pressure oscillation detected under load.
-17906,2024-03-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.797,False,Quality hold reduced finishing booth activity for one shift.
-17907,2024-03-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.659,False,Sensor enclosure opened for manual calibration verification.
-17908,2024-03-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.103,False,Hydraulic line pressure oscillation detected under load.
-17909,2024-03-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.218,False,Night shift startup produced higher than normal vibration floor.
-17910,2024-03-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.59,False,Press cycle dwell time lengthened during high-volume batch.
-17911,2024-03-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.442,False,Sensor heartbeat delayed by one interval after gateway retry.
-17912,2024-03-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.67,False,Press cycle dwell time lengthened during high-volume batch.
-17913,2024-03-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.762,False,Air handler maintenance reduced humidity variance on finishing line.
-17914,2024-03-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.852,False,Calibration check overdue by 11 days for press-line transducer.
-17915,2024-03-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.883,False,Telemetry quality flag downgraded during sensor self-test window.
-17916,2024-03-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.05,False,Hydraulic line pressure oscillation detected under load.
-17917,2024-03-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.177,False,Sensor enclosure opened for manual calibration verification.
-17918,2024-03-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.077,False,Machine throughput increase drove sustained pressure uplift.
-17919,2024-03-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.163,False,Humidity readings track seasonal rise across late spring.
-17920,2024-03-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.806,False,Sensor heartbeat delayed by one interval after gateway retry.
-17921,2024-03-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.99,False,Pressure line purge completed before restart authorization.
-17922,2024-03-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.463,False,Vibration baseline recovered after tool holder replacement.
-17923,2024-03-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.652,False,Reliability engineer tagged sample window for model retraining.
-17924,2024-03-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.795,False,Transient outlier matched forklift impact near cabinet wall.
-17925,2024-03-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.659,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17926,2024-03-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.918,False,Compressed air fluctuation introduced pressure noise for two cycles.
-17927,2024-03-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.644,False,Humidity excursion near finishing booth during coating run.
-17928,2024-03-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.645,False,Operator reset acknowledged after red-tag inspection.
-17929,2024-03-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.781,False,Telemetry quality flag downgraded during sensor self-test window.
-17930,2024-03-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.36,False,Condensation warning cleared after dehumidifier ramp-up.
-17931,2024-03-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.895,False,Night shift startup produced higher than normal vibration floor.
-17932,2024-03-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.373,False,Shift handoff note referenced unusual noise near press enclosure.
-17933,2024-03-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.385,False,Packaging line stop reduced adjacent vibration background.
-17934,2024-03-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.75,False,Operator reported intermittent chatter on machine CNC-04.
-17935,2024-03-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.645,False,Quality hold reduced finishing booth activity for one shift.
-17936,2024-03-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.433,False,Maintenance scheduler deferred calibration due to spare shortage.
-17937,2024-03-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.991,False,Machine throughput increase drove sustained pressure uplift.
-17938,2024-03-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.042,False,Temperature remained elevated during unscheduled overtime run.
-17939,2024-03-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.799,False,Pressure line purge completed before restart authorization.
-17940,2024-03-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.684,False,Pressure settled back to nominal after valve reseat.
-17941,2024-03-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.58,False,Calibration check overdue by 11 days for press-line transducer.
-17942,2024-03-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.46,False,Vibration harmonics broadened during extended production run.
-17943,2024-03-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.45,False,Quality team requested trace review for lot 24-118B.
-17944,2024-03-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.568,False,Air handler maintenance reduced humidity variance on finishing line.
-17945,2024-03-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.924,False,Packaging line stop reduced adjacent vibration background.
-17946,2024-03-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.579,False,Machine idle period extended during planned sanitation window.
-17947,2024-03-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,Sensor heartbeat delayed by one interval after gateway retry.
-17948,2024-03-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.103,False,Maintenance scheduler deferred calibration due to spare shortage.
-17949,2024-03-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.76,False,Sensor 3 drift suspected after cross-check with manual gauge.
-17950,2024-03-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.867,False,Operator reported intermittent chatter on machine CNC-04.
-17951,2024-03-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.326,False,SCADA backfill inserted two delayed telemetry points.
-17952,2024-03-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.64,False,Temperature variance narrowed after coolant nozzle cleaning.
-17953,2024-03-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.919,False,Operator reset acknowledged after red-tag inspection.
-17954,2024-03-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.493,False,Edge collector replayed buffered events after network recovery.
-17955,2024-03-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.787,False,Maintenance scheduler deferred calibration due to spare shortage.
-17956,2024-03-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.049,False,Vibration burst exceeds envelope during tool change cycle.
-17957,2024-03-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.715,False,Pressure settled back to nominal after valve reseat.
-17958,2024-03-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.981,False,Quality team requested trace review for lot 24-118B.
-17959,2024-03-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.024,False,Calibration check overdue by 11 days for press-line transducer.
-17960,2024-03-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.124,False,Anomaly review flagged possible bearing wear progression.
-17961,2024-03-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.53,False,Maintenance note logged for coupling imbalance inspection.
-17962,2024-03-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.975,False,Quality hold reduced finishing booth activity for one shift.
-17963,2024-03-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.604,False,Vibration burst exceeds envelope during tool change cycle.
-17964,2024-03-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.472,False,Reliability engineer tagged sample window for model retraining.
-17965,2024-03-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.059,False,Pressure settled back to nominal after valve reseat.
-17966,2024-03-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.336,False,Humidity excursion near finishing booth during coating run.
-17967,2024-03-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.121,False,Operator reported intermittent chatter on machine CNC-04.
-17968,2024-03-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.024,False,Thermal overshoot event coincided with recipe change on furnace.
-17969,2024-03-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.838,False,Shift handoff note referenced unusual noise near press enclosure.
-17970,2024-03-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.643,False,Bearing temperature rising faster than baseline on spindle cell.
-17971,2024-03-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.68,False,Vibration burst exceeds envelope during tool change cycle.
-17972,2024-03-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.53,False,Edge collector replayed buffered events after network recovery.
-17973,2024-03-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.783,False,Operator reset acknowledged after red-tag inspection.
-17974,2024-03-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.101,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-17975,2024-03-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.311,False,Maintenance scheduler deferred calibration due to spare shortage.
-17976,2024-03-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.341,False,Supervisory alert generated after three consecutive threshold breaches.
-17977,2024-03-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.674,False,Machine throughput increase drove sustained pressure uplift.
-17978,2024-03-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.497,False,Humidity baseline improved after seal replacement.
-17979,2024-03-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.469,False,Maintenance crew confirmed lubrication interval was missed.
-17980,2024-03-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.639,False,Maintenance crew confirmed lubrication interval was missed.
-17981,2024-03-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,0.99,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17982,2024-03-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.963,False,Maintenance scheduler deferred calibration due to spare shortage.
-17983,2024-03-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.359,False,Vibration burst exceeds envelope during tool change cycle.
-17984,2024-03-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.531,False,Sensor signal clipping observed during startup surge.
-17985,2024-03-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.282,False,Operator reset acknowledged after red-tag inspection.
-17986,2024-03-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.825,False,Bearing temperature rising faster than baseline on spindle cell.
-17987,2024-03-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Packaging line stop reduced adjacent vibration background.
-17988,2024-03-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.792,False,Quality team requested trace review for lot 24-118B.
-17989,2024-03-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.856,False,Short-lived packet loss observed at edge gateway gw-02.
-17990,2024-03-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.595,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-17991,2024-03-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.37,False,Heat-treat furnace door cycling increased localized temperature spikes.
-17992,2024-03-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.854,False,Sensor heartbeat delayed by one interval after gateway retry.
-17993,2024-03-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.738,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-17994,2024-03-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.747,False,Shift handoff note referenced unusual noise near press enclosure.
-17995,2024-03-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.139,False,SCADA backfill inserted two delayed telemetry points.
-17996,2024-03-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.373,False,Temperature variance narrowed after coolant nozzle cleaning.
-17997,2024-03-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Sensor signal clipping observed during startup surge.
-17998,2024-03-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.855,False,Vibration baseline recovered after tool holder replacement.
-17999,2024-03-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.071,False,Maintenance note logged for coupling imbalance inspection.
-18000,2024-03-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.044,False,Sensor enclosure opened for manual calibration verification.
-18001,2024-03-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.154,False,Machine idle period extended during planned sanitation window.
-18002,2024-03-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.229,False,Warning threshold updated for pilot predictive-maintenance model.
-18003,2024-03-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.949,False,Thermal ramp exceeded expected warmup curve before shift start.
-18004,2024-03-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.182,False,Maintenance note logged for coupling imbalance inspection.
-18005,2024-03-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.546,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18006,2024-03-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.209,False,Telemetry quality flag downgraded during sensor self-test window.
-18007,2024-03-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.221,False,Shift handoff note referenced unusual noise near press enclosure.
-18008,2024-03-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.86,False,Quality team requested trace review for lot 24-118B.
-18009,2024-03-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.711,False,Sensor battery health remains nominal after firmware update.
-18010,2024-03-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.233,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18011,2024-03-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.707,False,Maintenance scheduler deferred calibration due to spare shortage.
-18012,2024-03-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.059,False,Operator reset acknowledged after red-tag inspection.
-18013,2024-03-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.196,False,Condensation warning cleared after dehumidifier ramp-up.
-18014,2024-03-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.304,False,Unbalanced load introduced cyclical pressure ripple.
-18015,2024-03-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.136,False,Bearing temperature rising faster than baseline on spindle cell.
-18016,2024-03-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.95,False,Reliability engineer tagged sample window for model retraining.
-18017,2024-03-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.474,False,Pressure peak corresponds to oversized billet batch processing.
-18018,2024-03-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.394,False,Thermal overshoot event coincided with recipe change on furnace.
-18019,2024-03-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.628,False,Vibration baseline recovered after tool holder replacement.
-18020,2024-03-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.76,False,Calibration check overdue by 11 days for press-line transducer.
-18021,2024-03-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.529,False,Dust extraction fan offline for 18 minutes on line finishing.
-18022,2024-03-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.671,False,Operator reported intermittent chatter on machine CNC-04.
-18023,2024-03-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.367,False,Reliability engineer tagged sample window for model retraining.
-18024,2024-03-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.226,False,Maintenance scheduler deferred calibration due to spare shortage.
-18025,2024-03-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.892,False,Shift handoff note referenced unusual noise near press enclosure.
-18026,2024-03-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.576,False,SCADA backfill inserted two delayed telemetry points.
-18027,2024-03-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.172,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18028,2024-03-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.629,False,Pressure line purge completed before restart authorization.
-18029,2024-03-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.957,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18030,2024-03-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.691,False,Thermal overshoot event coincided with recipe change on furnace.
-18031,2024-03-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.213,False,Air handler maintenance reduced humidity variance on finishing line.
-18032,2024-03-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.155,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18033,2024-03-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.697,False,Vibration harmonics broadened during extended production run.
-18034,2024-03-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.706,False,Night shift startup produced higher than normal vibration floor.
-18035,2024-03-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.786,False,Maintenance note logged for coupling imbalance inspection.
-18036,2024-03-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.98,False,Vibration harmonics broadened during extended production run.
-18037,2024-03-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.722,False,Machine idle period extended during planned sanitation window.
-18038,2024-03-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.262,False,Temperature variance narrowed after coolant nozzle cleaning.
-18039,2024-03-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.313,False,Bearing temperature rising faster than baseline on spindle cell.
-18040,2024-03-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.912,False,Shift handoff note referenced unusual noise near press enclosure.
-18041,2024-03-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.986,False,Maintenance note logged for coupling imbalance inspection.
-18042,2024-03-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.299,False,Operator reported intermittent chatter on machine CNC-04.
-18043,2024-03-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.914,False,Maintenance note logged for coupling imbalance inspection.
-18044,2024-03-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.92,False,Sensor signal clipping observed during startup surge.
-18045,2024-03-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.833,False,Quality hold reduced finishing booth activity for one shift.
-18046,2024-03-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.579,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18047,2024-03-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.843,False,Bearing temperature rising faster than baseline on spindle cell.
-18048,2024-03-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.219,False,Packaging line stop reduced adjacent vibration background.
-18049,2024-03-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.216,False,Packaging line stop reduced adjacent vibration background.
-18050,2024-03-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.828,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18051,2024-03-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.363,False,Humidity excursion near finishing booth during coating run.
-18052,2024-03-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.577,False,Machine idle period extended during planned sanitation window.
-18053,2024-03-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.596,False,Humidity climbed during dock-door open period in afternoon shift.
-18054,2024-03-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.634,False,Telemetry quality flag downgraded during sensor self-test window.
-18055,2024-03-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.928,False,Thermal overshoot event coincided with recipe change on furnace.
-18056,2024-03-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.396,False,Thermal ramp exceeded expected warmup curve before shift start.
-18057,2024-03-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.232,False,Short-lived packet loss observed at edge gateway gw-02.
-18058,2024-03-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.126,False,Maintenance scheduler deferred calibration due to spare shortage.
-18059,2024-03-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.713,False,Vibration burst exceeds envelope during tool change cycle.
-18060,2024-03-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.574,False,Temperature variance narrowed after coolant nozzle cleaning.
-18061,2024-03-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.159,False,Temperature variance narrowed after coolant nozzle cleaning.
-18062,2024-03-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.063,False,Temperature variance narrowed after coolant nozzle cleaning.
-18063,2024-03-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.01,False,Thermal ramp exceeded expected warmup curve before shift start.
-18064,2024-03-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.5,False,Thermal overshoot event coincided with recipe change on furnace.
-18065,2024-03-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.792,False,Vibration burst exceeds envelope during tool change cycle.
-18066,2024-03-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.114,False,Machine throughput increase drove sustained pressure uplift.
-18067,2024-03-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.997,False,Temperature variance narrowed after coolant nozzle cleaning.
-18068,2024-03-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.138,False,Coolant loop adjustment reduced chamber temperature spread.
-18069,2024-03-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.994,False,Temperature remained elevated during unscheduled overtime run.
-18070,2024-03-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.797,False,Air handler maintenance reduced humidity variance on finishing line.
-18071,2024-03-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.717,False,Operator reset acknowledged after red-tag inspection.
-18072,2024-03-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.488,False,Temperature variance narrowed after coolant nozzle cleaning.
-18073,2024-03-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.381,False,Condensation warning cleared after dehumidifier ramp-up.
-18074,2024-03-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,83.214,False,Sensor heartbeat delayed by one interval after gateway retry.
-18075,2024-03-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.145,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18076,2024-03-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.508,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18077,2024-03-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.117,False,Packaging line stop reduced adjacent vibration background.
-18078,2024-03-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.564,False,Maintenance note logged for coupling imbalance inspection.
-18079,2024-03-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.95,False,Vibration burst exceeds envelope during tool change cycle.
-18080,2024-03-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,38.095,False,Pressure settled back to nominal after valve reseat.
-18081,2024-03-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Operator reported intermittent chatter on machine CNC-04.
-18082,2024-03-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.506,False,Night shift startup produced higher than normal vibration floor.
-18083,2024-03-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.408,False,Operator reset acknowledged after red-tag inspection.
-18084,2024-03-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.231,False,Quality hold reduced finishing booth activity for one shift.
-18085,2024-03-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.787,False,Sensor signal clipping observed during startup surge.
-18086,2024-03-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.044,False,Pressure line purge completed before restart authorization.
-18087,2024-03-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.862,False,Pressure line purge completed before restart authorization.
-18088,2024-03-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.83,False,Vibration baseline recovered after tool holder replacement.
-18089,2024-03-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.328,False,Pressure settled back to nominal after valve reseat.
-18090,2024-03-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.214,False,Supervisory alert generated after three consecutive threshold breaches.
-18091,2024-03-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.755,False,Temperature remained elevated during unscheduled overtime run.
-18092,2024-03-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.182,False,Coolant loop adjustment reduced chamber temperature spread.
-18093,2024-03-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Humidity excursion near finishing booth during coating run.
-18094,2024-03-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.462,False,Operator reset acknowledged after red-tag inspection.
-18095,2024-03-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.321,False,Calibration check overdue by 11 days for press-line transducer.
-18096,2024-03-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.562,False,Dust extraction fan offline for 18 minutes on line finishing.
-18097,2024-03-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.909,False,Maintenance scheduler deferred calibration due to spare shortage.
-18098,2024-03-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.54,False,Short-lived packet loss observed at edge gateway gw-02.
-18099,2024-03-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.538,False,Telemetry quality flag downgraded during sensor self-test window.
-18100,2024-03-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.358,False,Supervisory alert generated after three consecutive threshold breaches.
-18101,2024-03-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.916,False,Pressure peak corresponds to oversized billet batch processing.
-18102,2024-03-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.928,False,Pressure settled back to nominal after valve reseat.
-18103,2024-03-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.913,False,Humidity readings track seasonal rise across late spring.
-18104,2024-03-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.326,False,Maintenance crew confirmed lubrication interval was missed.
-18105,2024-03-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.787,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18106,2024-03-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.459,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18107,2024-03-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.934,False,Thermal overshoot event coincided with recipe change on furnace.
-18108,2024-03-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.758,False,Pressure line purge completed before restart authorization.
-18109,2024-03-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.783,False,Edge collector replayed buffered events after network recovery.
-18110,2024-03-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.121,False,Bearing temperature rising faster than baseline on spindle cell.
-18111,2024-03-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.816,False,Vibration burst exceeds envelope during tool change cycle.
-18112,2024-03-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.336,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18113,2024-03-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Pressure settled back to nominal after valve reseat.
-18114,2024-03-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.463,False,Telemetry quality flag downgraded during sensor self-test window.
-18115,2024-03-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.357,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18116,2024-03-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.15,False,Reliability engineer tagged sample window for model retraining.
-18117,2024-03-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.227,False,Reliability engineer tagged sample window for model retraining.
-18118,2024-03-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.313,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18119,2024-03-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.228,False,Quality team requested trace review for lot 24-118B.
-18120,2024-03-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,67.21,False,Coolant loop adjustment reduced chamber temperature spread.
-18121,2024-03-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.426,False,Sensor battery health remains nominal after firmware update.
-18122,2024-03-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.086,False,Maintenance scheduler deferred calibration due to spare shortage.
-18123,2024-03-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.032,False,Pressure peak corresponds to oversized billet batch processing.
-18124,2024-03-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.041,False,Vibration burst exceeds envelope during tool change cycle.
-18125,2024-03-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.358,False,Humidity excursion near finishing booth during coating run.
-18126,2024-03-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.659,False,Humidity readings track seasonal rise across late spring.
-18127,2024-03-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.554,False,Pressure settled back to nominal after valve reseat.
-18128,2024-03-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.7,False,Sensor heartbeat delayed by one interval after gateway retry.
-18129,2024-03-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.626,False,Maintenance crew confirmed lubrication interval was missed.
-18130,2024-03-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.227,False,Thermal ramp exceeded expected warmup curve before shift start.
-18131,2024-03-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.25,False,Maintenance crew confirmed lubrication interval was missed.
-18132,2024-03-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.625,False,Telemetry quality flag downgraded during sensor self-test window.
-18133,2024-03-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.759,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18134,2024-03-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.07,False,Humidity baseline improved after seal replacement.
-18135,2024-03-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.596,False,Machine idle period extended during planned sanitation window.
-18136,2024-03-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.396,False,Pressure peak corresponds to oversized billet batch processing.
-18137,2024-03-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Pressure settled back to nominal after valve reseat.
-18138,2024-03-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.954,False,Anomaly review flagged possible bearing wear progression.
-18139,2024-03-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.733,False,Short-lived packet loss observed at edge gateway gw-02.
-18140,2024-03-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.889,False,Temperature remained elevated during unscheduled overtime run.
-18141,2024-03-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.716,False,Pressure settled back to nominal after valve reseat.
-18142,2024-03-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.272,False,Hydraulic line pressure oscillation detected under load.
-18143,2024-03-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.091,False,Telemetry quality flag downgraded during sensor self-test window.
-18144,2024-03-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.908,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18145,2024-03-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.572,False,Humidity readings track seasonal rise across late spring.
-18146,2024-03-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.298,False,Quality hold reduced finishing booth activity for one shift.
-18147,2024-03-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.189,False,Calibration check overdue by 11 days for press-line transducer.
-18148,2024-03-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.583,False,Shift handoff note referenced unusual noise near press enclosure.
-18149,2024-03-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.753,False,SCADA backfill inserted two delayed telemetry points.
-18150,2024-03-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.374,False,Sensor heartbeat delayed by one interval after gateway retry.
-18151,2024-03-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.829,False,Warning threshold updated for pilot predictive-maintenance model.
-18152,2024-03-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.996,False,Condensation warning cleared after dehumidifier ramp-up.
-18153,2024-03-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.941,False,Thermal ramp exceeded expected warmup curve before shift start.
-18154,2024-03-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.782,False,Night shift startup produced higher than normal vibration floor.
-18155,2024-03-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.993,False,Pressure settled back to nominal after valve reseat.
-18156,2024-03-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.788,False,Transient outlier matched forklift impact near cabinet wall.
-18157,2024-03-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.344,False,Sensor battery health remains nominal after firmware update.
-18158,2024-03-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.678,False,Shift handoff note referenced unusual noise near press enclosure.
-18159,2024-03-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.725,False,Machine throughput increase drove sustained pressure uplift.
-18160,2024-03-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.765,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18161,2024-03-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.283,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18162,2024-03-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.112,False,Humidity baseline improved after seal replacement.
-18163,2024-03-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.603,False,Machine throughput increase drove sustained pressure uplift.
-18164,2024-03-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.031,False,Telemetry quality flag downgraded during sensor self-test window.
-18165,2024-03-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.276,False,Pressure settled back to nominal after valve reseat.
-18166,2024-03-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.35,False,Vibration harmonics broadened during extended production run.
-18167,2024-03-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.797,False,Machine throughput increase drove sustained pressure uplift.
-18168,2024-03-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.123,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18169,2024-03-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.607,False,SCADA backfill inserted two delayed telemetry points.
-18170,2024-03-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.367,False,Condensation warning cleared after dehumidifier ramp-up.
-18171,2024-03-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Thermal overshoot event coincided with recipe change on furnace.
-18172,2024-03-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.933,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18173,2024-03-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.966,False,Telemetry quality flag downgraded during sensor self-test window.
-18174,2024-03-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.992,False,Transient outlier matched forklift impact near cabinet wall.
-18175,2024-03-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.784,False,Humidity excursion near finishing booth during coating run.
-18176,2024-03-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.15,False,Unbalanced load introduced cyclical pressure ripple.
-18177,2024-03-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.426,False,Thermal ramp exceeded expected warmup curve before shift start.
-18178,2024-03-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.343,False,Vibration baseline recovered after tool holder replacement.
-18179,2024-03-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.216,False,Operator reset acknowledged after red-tag inspection.
-18180,2024-03-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.174,False,Quality team requested trace review for lot 24-118B.
-18181,2024-03-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.285,False,Temperature remained elevated during unscheduled overtime run.
-18182,2024-03-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.439,False,Humidity climbed during dock-door open period in afternoon shift.
-18183,2024-03-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.035,False,Sensor enclosure opened for manual calibration verification.
-18184,2024-03-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.477,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18185,2024-03-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.612,False,Packaging line stop reduced adjacent vibration background.
-18186,2024-03-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.797,False,Sensor battery health remains nominal after firmware update.
-18187,2024-03-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.776,False,Warning threshold updated for pilot predictive-maintenance model.
-18188,2024-03-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.13,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18189,2024-03-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.167,False,Humidity excursion near finishing booth during coating run.
-18190,2024-03-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.915,False,Transient outlier matched forklift impact near cabinet wall.
-18191,2024-03-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.952,False,Short-lived packet loss observed at edge gateway gw-02.
-18192,2024-03-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.789,False,Dust extraction fan offline for 18 minutes on line finishing.
-18193,2024-03-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.304,False,Temperature variance narrowed after coolant nozzle cleaning.
-18194,2024-03-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.778,False,Humidity excursion near finishing booth during coating run.
-18195,2024-03-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.004,False,Humidity readings track seasonal rise across late spring.
-18196,2024-03-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.316,False,Coolant loop adjustment reduced chamber temperature spread.
-18197,2024-03-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.64,False,Humidity baseline improved after seal replacement.
-18198,2024-03-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.705,False,Temperature variance narrowed after coolant nozzle cleaning.
-18199,2024-03-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.854,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18200,2024-03-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.99,False,Sensor battery health remains nominal after firmware update.
-18201,2024-03-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Calibration check overdue by 11 days for press-line transducer.
-18202,2024-03-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.06,False,Sensor heartbeat delayed by one interval after gateway retry.
-18203,2024-03-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,Operator reset acknowledged after red-tag inspection.
-18204,2024-03-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.478,False,Humidity climbed during dock-door open period in afternoon shift.
-18205,2024-03-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18206,2024-03-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.897,False,Operator reported intermittent chatter on machine CNC-04.
-18207,2024-03-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.994,False,Sensor signal clipping observed during startup surge.
-18208,2024-03-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.033,False,Humidity readings track seasonal rise across late spring.
-18209,2024-03-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.321,False,Unbalanced load introduced cyclical pressure ripple.
-18210,2024-03-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.202,False,Packaging line stop reduced adjacent vibration background.
-18211,2024-03-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.207,False,Shift handoff note referenced unusual noise near press enclosure.
-18212,2024-03-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.792,False,Anomaly review flagged possible bearing wear progression.
-18213,2024-03-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.841,False,Temporary gateway failover completed without data loss.
-18214,2024-03-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.154,False,Operator reset acknowledged after red-tag inspection.
-18215,2024-03-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.503,False,Sensor signal clipping observed during startup surge.
-18216,2024-03-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.742,False,Temporary gateway failover completed without data loss.
-18217,2024-03-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.459,False,Vibration burst exceeds envelope during tool change cycle.
-18218,2024-03-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.175,False,Thermal ramp exceeded expected warmup curve before shift start.
-18219,2024-03-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.128,False,Temperature remained elevated during unscheduled overtime run.
-18220,2024-03-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.961,False,Sensor heartbeat delayed by one interval after gateway retry.
-18221,2024-03-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.42,False,Pressure line purge completed before restart authorization.
-18222,2024-03-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.618,False,Unbalanced load introduced cyclical pressure ripple.
-18223,2024-03-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.678,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18224,2024-03-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.255,False,Bearing temperature rising faster than baseline on spindle cell.
-18225,2024-03-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.989,False,Maintenance crew confirmed lubrication interval was missed.
-18226,2024-03-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.445,False,Vibration harmonics broadened during extended production run.
-18227,2024-03-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.4,False,Anomaly review flagged possible bearing wear progression.
-18228,2024-03-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.849,False,Edge collector replayed buffered events after network recovery.
-18229,2024-03-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.336,False,Maintenance crew confirmed lubrication interval was missed.
-18230,2024-03-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.212,False,Quality team requested trace review for lot 24-118B.
-18231,2024-03-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.58,False,Telemetry quality flag downgraded during sensor self-test window.
-18232,2024-03-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.231,False,Bearing temperature rising faster than baseline on spindle cell.
-18233,2024-03-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.321,False,Humidity readings track seasonal rise across late spring.
-18234,2024-03-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.806,False,Anomaly review flagged possible bearing wear progression.
-18235,2024-03-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.603,False,Operator reported intermittent chatter on machine CNC-04.
-18236,2024-03-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.12,False,Short-lived packet loss observed at edge gateway gw-02.
-18237,2024-03-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.246,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18238,2024-03-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.596,False,Night shift startup produced higher than normal vibration floor.
-18239,2024-03-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.384,False,Pressure peak corresponds to oversized billet batch processing.
-18240,2024-03-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.321,False,Sensor signal clipping observed during startup surge.
-18241,2024-03-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.048,False,Sensor enclosure opened for manual calibration verification.
-18242,2024-03-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.964,False,Dust extraction fan offline for 18 minutes on line finishing.
-18243,2024-03-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.934,False,Calibration check overdue by 11 days for press-line transducer.
-18244,2024-03-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.875,False,Coolant loop adjustment reduced chamber temperature spread.
-18245,2024-03-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.796,False,Coolant loop adjustment reduced chamber temperature spread.
-18246,2024-03-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.878,False,Anomaly review flagged possible bearing wear progression.
-18247,2024-03-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.942,False,Machine throughput increase drove sustained pressure uplift.
-18248,2024-03-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.458,False,Pressure line purge completed before restart authorization.
-18249,2024-03-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.923,False,Sensor heartbeat delayed by one interval after gateway retry.
-18250,2024-03-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.973,False,Edge collector replayed buffered events after network recovery.
-18251,2024-03-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.376,False,Vibration baseline recovered after tool holder replacement.
-18252,2024-03-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.771,False,Anomaly review flagged possible bearing wear progression.
-18253,2024-03-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.636,False,Sensor battery health remains nominal after firmware update.
-18254,2024-03-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.369,False,Sensor heartbeat delayed by one interval after gateway retry.
-18255,2024-03-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.111,False,Humidity climbed during dock-door open period in afternoon shift.
-18256,2024-03-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.092,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18257,2024-03-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.313,False,Temperature variance narrowed after coolant nozzle cleaning.
-18258,2024-03-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.015,False,Quality hold reduced finishing booth activity for one shift.
-18259,2024-03-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.945,False,Operator reset acknowledged after red-tag inspection.
-18260,2024-03-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.45,False,Sensor signal clipping observed during startup surge.
-18261,2024-03-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.984,False,Temperature variance narrowed after coolant nozzle cleaning.
-18262,2024-03-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.404,False,Dust extraction fan offline for 18 minutes on line finishing.
-18263,2024-03-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.772,False,Pressure line purge completed before restart authorization.
-18264,2024-03-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.255,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18265,2024-03-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Dust extraction fan offline for 18 minutes on line finishing.
-18266,2024-03-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.757,False,Short-lived packet loss observed at edge gateway gw-02.
-18267,2024-03-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.774,False,Packaging line stop reduced adjacent vibration background.
-18268,2024-03-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.602,False,Vibration burst exceeds envelope during tool change cycle.
-18269,2024-03-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.336,False,SCADA backfill inserted two delayed telemetry points.
-18270,2024-03-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.09,False,Press cycle dwell time lengthened during high-volume batch.
-18271,2024-03-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.072,False,Dust extraction fan offline for 18 minutes on line finishing.
-18272,2024-03-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.514,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18273,2024-03-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Operator reset acknowledged after red-tag inspection.
-18274,2024-03-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.371,False,Temperature remained elevated during unscheduled overtime run.
-18275,2024-03-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Dust extraction fan offline for 18 minutes on line finishing.
-18276,2024-03-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.2,False,Shift handoff note referenced unusual noise near press enclosure.
-18277,2024-03-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.828,False,Maintenance scheduler deferred calibration due to spare shortage.
-18278,2024-03-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.119,False,Humidity climbed during dock-door open period in afternoon shift.
-18279,2024-03-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.522,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18280,2024-03-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.872,False,Temperature variance narrowed after coolant nozzle cleaning.
-18281,2024-03-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.507,False,Sensor signal clipping observed during startup surge.
-18282,2024-03-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.663,False,Vibration baseline recovered after tool holder replacement.
-18283,2024-03-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.752,False,Quality team requested trace review for lot 24-118B.
-18284,2024-03-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.093,False,Transient outlier matched forklift impact near cabinet wall.
-18285,2024-03-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.593,False,Humidity readings track seasonal rise across late spring.
-18286,2024-03-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.105,False,Thermal overshoot event coincided with recipe change on furnace.
-18287,2024-03-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.845,False,Quality hold reduced finishing booth activity for one shift.
-18288,2024-03-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.32,False,Maintenance note logged for coupling imbalance inspection.
-18289,2024-03-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.331,False,Anomaly review flagged possible bearing wear progression.
-18290,2024-03-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.395,False,Maintenance scheduler deferred calibration due to spare shortage.
-18291,2024-03-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.61,False,Machine idle period extended during planned sanitation window.
-18292,2024-03-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.831,False,Bearing temperature rising faster than baseline on spindle cell.
-18293,2024-03-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.802,False,Bearing temperature rising faster than baseline on spindle cell.
-18294,2024-03-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.653,False,Thermal overshoot event coincided with recipe change on furnace.
-18295,2024-03-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.731,False,Pressure peak corresponds to oversized billet batch processing.
-18296,2024-03-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.961,False,Packaging line stop reduced adjacent vibration background.
-18297,2024-03-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.288,False,Sensor enclosure opened for manual calibration verification.
-18298,2024-03-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.153,False,Quality hold reduced finishing booth activity for one shift.
-18299,2024-03-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.458,False,Quality team requested trace review for lot 24-118B.
-18300,2024-03-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.624,False,Shift handoff note referenced unusual noise near press enclosure.
-18301,2024-03-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.536,False,Sensor signal clipping observed during startup surge.
-18302,2024-03-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.109,False,Thermal overshoot event coincided with recipe change on furnace.
-18303,2024-03-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.796,False,Temperature remained elevated during unscheduled overtime run.
-18304,2024-03-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.884,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18305,2024-03-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.563,False,Pressure settled back to nominal after valve reseat.
-18306,2024-03-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.631,False,Unbalanced load introduced cyclical pressure ripple.
-18307,2024-03-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.622,False,SCADA backfill inserted two delayed telemetry points.
-18308,2024-03-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.273,False,Pressure settled back to nominal after valve reseat.
-18309,2024-03-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.597,False,Humidity excursion near finishing booth during coating run.
-18310,2024-03-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.586,False,Vibration baseline recovered after tool holder replacement.
-18311,2024-03-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.851,False,Thermal overshoot event coincided with recipe change on furnace.
-18312,2024-03-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.647,False,Hydraulic line pressure oscillation detected under load.
-18313,2024-03-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.045,False,Pressure peak corresponds to oversized billet batch processing.
-18314,2024-03-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.543,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18315,2024-03-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.64,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18316,2024-03-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.725,False,Transient outlier matched forklift impact near cabinet wall.
-18317,2024-03-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.314,False,Maintenance scheduler deferred calibration due to spare shortage.
-18318,2024-03-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.012,False,Operator reset acknowledged after red-tag inspection.
-18319,2024-03-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.165,False,Temperature remained elevated during unscheduled overtime run.
-18320,2024-03-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.916,False,Machine idle period extended during planned sanitation window.
-18321,2024-03-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.741,False,Operator reset acknowledged after red-tag inspection.
-18322,2024-03-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.169,False,Telemetry quality flag downgraded during sensor self-test window.
-18323,2024-03-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.658,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18324,2024-03-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.337,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18325,2024-03-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.512,False,Supervisory alert generated after three consecutive threshold breaches.
-18326,2024-03-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.539,False,Sensor signal clipping observed during startup surge.
-18327,2024-03-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.435,False,Humidity baseline improved after seal replacement.
-18328,2024-03-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.692,False,Unbalanced load introduced cyclical pressure ripple.
-18329,2024-03-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.754,False,Short-lived packet loss observed at edge gateway gw-02.
-18330,2024-03-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.476,False,Maintenance crew confirmed lubrication interval was missed.
-18331,2024-03-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.718,False,Coolant loop adjustment reduced chamber temperature spread.
-18332,2024-03-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.538,False,Night shift startup produced higher than normal vibration floor.
-18333,2024-03-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.173,False,Humidity climbed during dock-door open period in afternoon shift.
-18334,2024-03-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.521,False,Temporary gateway failover completed without data loss.
-18335,2024-03-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.019,False,Unbalanced load introduced cyclical pressure ripple.
-18336,2024-03-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.936,False,Thermal ramp exceeded expected warmup curve before shift start.
-18337,2024-03-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18338,2024-03-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.977,False,Bearing temperature rising faster than baseline on spindle cell.
-18339,2024-03-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.177,False,Anomaly review flagged possible bearing wear progression.
-18340,2024-03-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.76,False,Maintenance note logged for coupling imbalance inspection.
-18341,2024-03-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.342,False,Pressure peak corresponds to oversized billet batch processing.
-18342,2024-03-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.011,False,Thermal overshoot event coincided with recipe change on furnace.
-18343,2024-03-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.123,False,Humidity climbed during dock-door open period in afternoon shift.
-18344,2024-03-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.922,False,Vibration burst exceeds envelope during tool change cycle.
-18345,2024-03-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18346,2024-03-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.368,False,Operator reset acknowledged after red-tag inspection.
-18347,2024-03-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.788,False,Humidity readings track seasonal rise across late spring.
-18348,2024-03-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.811,False,Sensor battery health remains nominal after firmware update.
-18349,2024-03-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Thermal ramp exceeded expected warmup curve before shift start.
-18350,2024-03-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.405,False,Operator reset acknowledged after red-tag inspection.
-18351,2024-03-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.053,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18352,2024-03-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.126,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18353,2024-03-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.966,False,Temperature variance narrowed after coolant nozzle cleaning.
-18354,2024-03-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.212,False,Packaging line stop reduced adjacent vibration background.
-18355,2024-03-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.108,False,Shift handoff note referenced unusual noise near press enclosure.
-18356,2024-03-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.57,False,Maintenance scheduler deferred calibration due to spare shortage.
-18357,2024-03-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.046,False,Temporary gateway failover completed without data loss.
-18358,2024-03-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.948,False,Supervisory alert generated after three consecutive threshold breaches.
-18359,2024-03-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.636,False,Sensor signal clipping observed during startup surge.
-18360,2024-03-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.681,False,Machine throughput increase drove sustained pressure uplift.
-18361,2024-03-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.551,False,Coolant loop adjustment reduced chamber temperature spread.
-18362,2024-03-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.145,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18363,2024-03-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.693,False,Temperature remained elevated during unscheduled overtime run.
-18364,2024-03-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.67,False,Pressure line purge completed before restart authorization.
-18365,2024-03-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.823,False,Operator reported intermittent chatter on machine CNC-04.
-18366,2024-03-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.215,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18367,2024-03-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.117,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18368,2024-03-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.013,False,Calibration check overdue by 11 days for press-line transducer.
-18369,2024-03-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.113,False,Sensor heartbeat delayed by one interval after gateway retry.
-18370,2024-03-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.563,False,Pressure line purge completed before restart authorization.
-18371,2024-03-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.346,False,Unbalanced load introduced cyclical pressure ripple.
-18372,2024-03-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.508,False,Maintenance crew confirmed lubrication interval was missed.
-18373,2024-03-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.35,False,Reliability engineer tagged sample window for model retraining.
-18374,2024-03-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.484,False,Thermal ramp exceeded expected warmup curve before shift start.
-18375,2024-03-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.601,False,Dust extraction fan offline for 18 minutes on line finishing.
-18376,2024-03-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.224,False,Humidity climbed during dock-door open period in afternoon shift.
-18377,2024-03-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.895,False,Quality team requested trace review for lot 24-118B.
-18378,2024-03-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.924,False,Packaging line stop reduced adjacent vibration background.
-18379,2024-03-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.175,False,Temperature variance narrowed after coolant nozzle cleaning.
-18380,2024-03-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.506,False,Sensor enclosure opened for manual calibration verification.
-18381,2024-03-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.487,False,Humidity baseline improved after seal replacement.
-18382,2024-03-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.474,False,Maintenance note logged for coupling imbalance inspection.
-18383,2024-03-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.185,False,Dust extraction fan offline for 18 minutes on line finishing.
-18384,2024-03-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.588,False,Maintenance scheduler deferred calibration due to spare shortage.
-18385,2024-03-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.798,False,Condensation warning cleared after dehumidifier ramp-up.
-18386,2024-03-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.922,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18387,2024-03-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.571,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18388,2024-03-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.695,False,Thermal overshoot event coincided with recipe change on furnace.
-18389,2024-03-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.946,False,Air handler maintenance reduced humidity variance on finishing line.
-18390,2024-03-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.689,False,SCADA backfill inserted two delayed telemetry points.
-18391,2024-03-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.842,False,Pressure peak corresponds to oversized billet batch processing.
-18392,2024-03-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.857,False,Sensor heartbeat delayed by one interval after gateway retry.
-18393,2024-03-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.4,False,Vibration burst exceeds envelope during tool change cycle.
-18394,2024-03-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.564,False,Telemetry quality flag downgraded during sensor self-test window.
-18395,2024-03-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.442,False,Warning threshold updated for pilot predictive-maintenance model.
-18396,2024-03-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.382,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18397,2024-03-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.577,False,Sensor enclosure opened for manual calibration verification.
-18398,2024-03-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.584,False,Humidity climbed during dock-door open period in afternoon shift.
-18399,2024-03-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.776,False,Calibration check overdue by 11 days for press-line transducer.
-18400,2024-03-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.317,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18401,2024-03-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.986,False,SCADA backfill inserted two delayed telemetry points.
-18402,2024-03-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.77,False,Quality team requested trace review for lot 24-118B.
-18403,2024-03-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.185,False,SCADA backfill inserted two delayed telemetry points.
-18404,2024-03-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.081,False,Quality hold reduced finishing booth activity for one shift.
-18405,2024-03-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.184,False,Humidity climbed during dock-door open period in afternoon shift.
-18406,2024-03-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.049,False,Humidity baseline improved after seal replacement.
-18407,2024-03-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.015,False,Humidity baseline improved after seal replacement.
-18408,2024-03-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.854,False,Vibration baseline recovered after tool holder replacement.
-18409,2024-03-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Maintenance scheduler deferred calibration due to spare shortage.
-18410,2024-03-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.405,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18411,2024-03-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.22,False,Supervisory alert generated after three consecutive threshold breaches.
-18412,2024-03-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.506,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18413,2024-03-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.825,False,Sensor battery health remains nominal after firmware update.
-18414,2024-03-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.188,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18415,2024-03-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.837,False,Maintenance note logged for coupling imbalance inspection.
-18416,2024-03-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.894,False,Sensor enclosure opened for manual calibration verification.
-18417,2024-03-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.203,False,Short-lived packet loss observed at edge gateway gw-02.
-18418,2024-03-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.229,False,Packaging line stop reduced adjacent vibration background.
-18419,2024-03-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.925,False,Quality team requested trace review for lot 24-118B.
-18420,2024-03-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.573,False,Humidity baseline improved after seal replacement.
-18421,2024-03-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.954,False,Humidity baseline improved after seal replacement.
-18422,2024-03-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.169,False,Humidity excursion near finishing booth during coating run.
-18423,2024-03-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.937,False,Maintenance note logged for coupling imbalance inspection.
-18424,2024-03-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.961,False,Vibration burst exceeds envelope during tool change cycle.
-18425,2024-03-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.804,False,Supervisory alert generated after three consecutive threshold breaches.
-18426,2024-03-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.171,False,Sensor heartbeat delayed by one interval after gateway retry.
-18427,2024-03-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.375,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18428,2024-03-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.149,False,Telemetry quality flag downgraded during sensor self-test window.
-18429,2024-03-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.253,False,Reliability engineer tagged sample window for model retraining.
-18430,2024-03-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.77,False,Short-lived packet loss observed at edge gateway gw-02.
-18431,2024-03-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.698,False,Humidity baseline improved after seal replacement.
-18432,2024-03-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.96,False,Temperature variance narrowed after coolant nozzle cleaning.
-18433,2024-03-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.302,False,Bearing temperature rising faster than baseline on spindle cell.
-18434,2024-03-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.904,False,Shift handoff note referenced unusual noise near press enclosure.
-18435,2024-03-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.685,False,Temperature remained elevated during unscheduled overtime run.
-18436,2024-03-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.306,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18437,2024-03-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Quality team requested trace review for lot 24-118B.
-18438,2024-03-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.358,False,Temperature remained elevated during unscheduled overtime run.
-18439,2024-03-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.232,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18440,2024-03-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.356,False,Transient outlier matched forklift impact near cabinet wall.
-18441,2024-03-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.181,False,Coolant loop adjustment reduced chamber temperature spread.
-18442,2024-03-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.146,False,Machine idle period extended during planned sanitation window.
-18443,2024-03-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.964,False,Condensation warning cleared after dehumidifier ramp-up.
-18444,2024-03-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.099,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18445,2024-03-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.103,False,Vibration burst exceeds envelope during tool change cycle.
-18446,2024-03-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.206,False,Air handler maintenance reduced humidity variance on finishing line.
-18447,2024-03-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.437,False,Thermal ramp exceeded expected warmup curve before shift start.
-18448,2024-03-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.045,False,Maintenance note logged for coupling imbalance inspection.
-18449,2024-03-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.511,False,Maintenance scheduler deferred calibration due to spare shortage.
-18450,2024-03-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.91,False,Quality team requested trace review for lot 24-118B.
-18451,2024-03-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.494,False,Humidity readings track seasonal rise across late spring.
-18452,2024-03-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.929,False,Pressure peak corresponds to oversized billet batch processing.
-18453,2024-03-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.629,False,Thermal ramp exceeded expected warmup curve before shift start.
-18454,2024-03-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.746,False,Thermal overshoot event coincided with recipe change on furnace.
-18455,2024-03-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.32,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18456,2024-03-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.998,False,Shift handoff note referenced unusual noise near press enclosure.
-18457,2024-03-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.72,False,Humidity excursion near finishing booth during coating run.
-18458,2024-03-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.497,False,Humidity climbed during dock-door open period in afternoon shift.
-18459,2024-03-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.908,False,Pressure settled back to nominal after valve reseat.
-18460,2024-03-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.954,False,Dust extraction fan offline for 18 minutes on line finishing.
-18461,2024-03-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.035,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18462,2024-03-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.266,False,Machine idle period extended during planned sanitation window.
-18463,2024-03-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.118,False,Sensor enclosure opened for manual calibration verification.
-18464,2024-03-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.446,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18465,2024-03-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.628,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18466,2024-03-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.778,False,Bearing temperature rising faster than baseline on spindle cell.
-18467,2024-03-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.376,False,Operator reset acknowledged after red-tag inspection.
-18468,2024-03-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.204,False,Calibration check overdue by 11 days for press-line transducer.
-18469,2024-03-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Humidity baseline improved after seal replacement.
-18470,2024-03-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.819,False,Transient outlier matched forklift impact near cabinet wall.
-18471,2024-03-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.064,False,Calibration check overdue by 11 days for press-line transducer.
-18472,2024-03-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.667,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18473,2024-03-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.217,False,Sensor heartbeat delayed by one interval after gateway retry.
-18474,2024-03-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.479,False,Humidity readings track seasonal rise across late spring.
-18475,2024-03-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.834,False,Quality hold reduced finishing booth activity for one shift.
-18476,2024-03-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.355,False,Pressure settled back to nominal after valve reseat.
-18477,2024-03-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.636,False,Short-lived packet loss observed at edge gateway gw-02.
-18478,2024-03-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.91,False,Unbalanced load introduced cyclical pressure ripple.
-18479,2024-03-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.815,False,Coolant loop adjustment reduced chamber temperature spread.
-18480,2024-03-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.705,False,Maintenance crew confirmed lubrication interval was missed.
-18481,2024-03-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.797,False,Humidity baseline improved after seal replacement.
-18482,2024-03-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.141,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18483,2024-03-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.345,False,Vibration baseline recovered after tool holder replacement.
-18484,2024-03-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.519,False,Vibration harmonics broadened during extended production run.
-18485,2024-03-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.973,False,Sensor battery health remains nominal after firmware update.
-18486,2024-03-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.18,False,Maintenance crew confirmed lubrication interval was missed.
-18487,2024-03-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.382,False,Short-lived packet loss observed at edge gateway gw-02.
-18488,2024-03-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.498,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18489,2024-03-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.017,False,Coolant loop adjustment reduced chamber temperature spread.
-18490,2024-03-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.727,False,Press cycle dwell time lengthened during high-volume batch.
-18491,2024-03-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.561,False,Night shift startup produced higher than normal vibration floor.
-18492,2024-03-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.147,False,Calibration check overdue by 11 days for press-line transducer.
-18493,2024-03-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.315,False,Machine idle period extended during planned sanitation window.
-18494,2024-03-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.045,False,Maintenance note logged for coupling imbalance inspection.
-18495,2024-03-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.403,False,Operator reset acknowledged after red-tag inspection.
-18496,2024-03-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.51,False,Humidity climbed during dock-door open period in afternoon shift.
-18497,2024-03-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.709,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18498,2024-03-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.754,False,Thermal overshoot event coincided with recipe change on furnace.
-18499,2024-03-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18500,2024-03-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.537,False,Shift handoff note referenced unusual noise near press enclosure.
-18501,2024-03-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.886,False,Machine idle period extended during planned sanitation window.
-18502,2024-03-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.134,False,Machine idle period extended during planned sanitation window.
-18503,2024-03-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.579,False,Coolant loop adjustment reduced chamber temperature spread.
-18504,2024-03-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.202,False,Quality team requested trace review for lot 24-118B.
-18505,2024-03-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.487,False,Humidity baseline improved after seal replacement.
-18506,2024-03-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.05,False,Maintenance scheduler deferred calibration due to spare shortage.
-18507,2024-03-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.11,False,Pressure peak corresponds to oversized billet batch processing.
-18508,2024-03-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.542,False,Machine throughput increase drove sustained pressure uplift.
-18509,2024-03-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.952,False,Temporary gateway failover completed without data loss.
-18510,2024-03-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.341,False,Sensor battery health remains nominal after firmware update.
-18511,2024-03-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.833,False,Packaging line stop reduced adjacent vibration background.
-18512,2024-03-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.066,False,Dust extraction fan offline for 18 minutes on line finishing.
-18513,2024-03-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.115,False,Thermal overshoot event coincided with recipe change on furnace.
-18514,2024-03-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.8,False,Maintenance crew confirmed lubrication interval was missed.
-18515,2024-03-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.638,False,Hydraulic line pressure oscillation detected under load.
-18516,2024-03-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.583,False,Thermal ramp exceeded expected warmup curve before shift start.
-18517,2024-03-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.405,False,Sensor signal clipping observed during startup surge.
-18518,2024-03-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.189,False,Supervisory alert generated after three consecutive threshold breaches.
-18519,2024-03-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Temperature variance narrowed after coolant nozzle cleaning.
-18520,2024-03-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.438,False,Dust extraction fan offline for 18 minutes on line finishing.
-18521,2024-03-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.647,False,Vibration baseline recovered after tool holder replacement.
-18522,2024-03-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.363,False,Humidity climbed during dock-door open period in afternoon shift.
-18523,2024-03-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.914,False,Operator reset acknowledged after red-tag inspection.
-18524,2024-03-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.258,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18525,2024-03-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.289,False,Humidity readings track seasonal rise across late spring.
-18526,2024-03-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.399,False,Pressure settled back to nominal after valve reseat.
-18527,2024-03-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.94,False,Humidity excursion near finishing booth during coating run.
-18528,2024-03-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.824,False,Humidity excursion near finishing booth during coating run.
-18529,2024-03-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.002,False,Sensor signal clipping observed during startup surge.
-18530,2024-03-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.639,False,Temporary gateway failover completed without data loss.
-18531,2024-03-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.798,False,Bearing temperature rising faster than baseline on spindle cell.
-18532,2024-03-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.287,False,Press cycle dwell time lengthened during high-volume batch.
-18533,2024-03-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.567,False,Calibration check overdue by 11 days for press-line transducer.
-18534,2024-03-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.432,False,Coolant loop adjustment reduced chamber temperature spread.
-18535,2024-03-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.405,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18536,2024-03-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.599,False,Machine throughput increase drove sustained pressure uplift.
-18537,2024-03-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.69,False,Machine idle period extended during planned sanitation window.
-18538,2024-03-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.47,False,Machine idle period extended during planned sanitation window.
-18539,2024-03-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.284,False,Vibration burst exceeds envelope during tool change cycle.
-18540,2024-03-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.186,False,Pressure settled back to nominal after valve reseat.
-18541,2024-03-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.922,False,Supervisory alert generated after three consecutive threshold breaches.
-18542,2024-03-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.562,False,Quality team requested trace review for lot 24-118B.
-18543,2024-03-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.298,False,Shift handoff note referenced unusual noise near press enclosure.
-18544,2024-03-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.668,False,Vibration harmonics broadened during extended production run.
-18545,2024-03-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.632,False,Quality hold reduced finishing booth activity for one shift.
-18546,2024-03-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.357,False,Packaging line stop reduced adjacent vibration background.
-18547,2024-03-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.805,False,Vibration harmonics broadened during extended production run.
-18548,2024-03-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.866,False,Edge collector replayed buffered events after network recovery.
-18549,2024-03-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.536,False,Edge collector replayed buffered events after network recovery.
-18550,2024-03-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.085,False,Vibration harmonics broadened during extended production run.
-18551,2024-03-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.471,False,Temperature variance narrowed after coolant nozzle cleaning.
-18552,2024-03-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.179,False,Supervisory alert generated after three consecutive threshold breaches.
-18553,2024-03-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Unbalanced load introduced cyclical pressure ripple.
-18554,2024-03-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.096,False,Sensor enclosure opened for manual calibration verification.
-18555,2024-03-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.823,False,Pressure settled back to nominal after valve reseat.
-18556,2024-03-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.164,False,Humidity baseline improved after seal replacement.
-18557,2024-03-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.611,False,Edge collector replayed buffered events after network recovery.
-18558,2024-03-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.744,False,Telemetry quality flag downgraded during sensor self-test window.
-18559,2024-03-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.832,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18560,2024-03-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.458,False,SCADA backfill inserted two delayed telemetry points.
-18561,2024-03-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.452,False,Humidity climbed during dock-door open period in afternoon shift.
-18562,2024-03-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.251,False,Humidity readings track seasonal rise across late spring.
-18563,2024-03-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.625,False,Coolant loop adjustment reduced chamber temperature spread.
-18564,2024-03-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.765,False,Supervisory alert generated after three consecutive threshold breaches.
-18565,2024-03-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.001,False,Temperature variance narrowed after coolant nozzle cleaning.
-18566,2024-03-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.431,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18567,2024-03-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.402,False,Pressure peak corresponds to oversized billet batch processing.
-18568,2024-03-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.187,False,Sensor battery health remains nominal after firmware update.
-18569,2024-03-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.005,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18570,2024-03-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.226,False,Telemetry quality flag downgraded during sensor self-test window.
-18571,2024-03-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.659,False,Temperature variance narrowed after coolant nozzle cleaning.
-18572,2024-03-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.451,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18573,2024-03-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Quality team requested trace review for lot 24-118B.
-18574,2024-03-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.767,False,Packaging line stop reduced adjacent vibration background.
-18575,2024-03-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.873,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18576,2024-03-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.528,False,Humidity excursion near finishing booth during coating run.
-18577,2024-03-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Short-lived packet loss observed at edge gateway gw-02.
-18578,2024-03-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.422,False,Edge collector replayed buffered events after network recovery.
-18579,2024-03-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.097,False,Short-lived packet loss observed at edge gateway gw-02.
-18580,2024-03-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.368,False,Temperature variance narrowed after coolant nozzle cleaning.
-18581,2024-03-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.702,False,Packaging line stop reduced adjacent vibration background.
-18582,2024-03-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.183,False,Packaging line stop reduced adjacent vibration background.
-18583,2024-03-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.215,False,Press cycle dwell time lengthened during high-volume batch.
-18584,2024-03-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,51.313,False,Pressure peak corresponds to oversized billet batch processing.
-18585,2024-03-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.345,False,SCADA backfill inserted two delayed telemetry points.
-18586,2024-03-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.014,False,Reliability engineer tagged sample window for model retraining.
-18587,2024-03-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.111,False,Edge collector replayed buffered events after network recovery.
-18588,2024-03-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.567,False,Vibration burst exceeds envelope during tool change cycle.
-18589,2024-03-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.783,False,Edge collector replayed buffered events after network recovery.
-18590,2024-03-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.623,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18591,2024-03-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.525,False,Condensation warning cleared after dehumidifier ramp-up.
-18592,2024-03-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.448,False,Sensor enclosure opened for manual calibration verification.
-18593,2024-03-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.698,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18594,2024-03-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.257,False,Machine idle period extended during planned sanitation window.
-18595,2024-03-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.345,False,Sensor signal clipping observed during startup surge.
-18596,2024-03-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.073,False,Operator reported intermittent chatter on machine CNC-04.
-18597,2024-03-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.341,False,Unbalanced load introduced cyclical pressure ripple.
-18598,2024-03-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.626,False,Vibration harmonics broadened during extended production run.
-18599,2024-03-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.153,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18600,2024-03-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.13,False,Humidity climbed during dock-door open period in afternoon shift.
-18601,2024-03-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.229,False,Quality hold reduced finishing booth activity for one shift.
-18602,2024-03-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.982,False,Warning threshold updated for pilot predictive-maintenance model.
-18603,2024-03-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.364,False,Vibration burst exceeds envelope during tool change cycle.
-18604,2024-03-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.801,False,Maintenance crew confirmed lubrication interval was missed.
-18605,2024-03-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.202,False,Coolant loop adjustment reduced chamber temperature spread.
-18606,2024-03-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.497,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18607,2024-03-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.276,False,Sensor heartbeat delayed by one interval after gateway retry.
-18608,2024-03-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.744,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18609,2024-03-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.404,False,Pressure peak corresponds to oversized billet batch processing.
-18610,2024-03-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.687,False,Coolant loop adjustment reduced chamber temperature spread.
-18611,2024-03-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.804,False,Anomaly review flagged possible bearing wear progression.
-18612,2024-03-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.843,False,Temperature remained elevated during unscheduled overtime run.
-18613,2024-03-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.764,False,Sensor heartbeat delayed by one interval after gateway retry.
-18614,2024-03-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.437,False,Temporary gateway failover completed without data loss.
-18615,2024-03-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.646,False,Hydraulic line pressure oscillation detected under load.
-18616,2024-03-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.476,False,Calibration check overdue by 11 days for press-line transducer.
-18617,2024-03-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.226,False,Coolant loop adjustment reduced chamber temperature spread.
-18618,2024-03-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.216,False,Quality team requested trace review for lot 24-118B.
-18619,2024-03-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.121,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18620,2024-03-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.869,False,Anomaly review flagged possible bearing wear progression.
-18621,2024-03-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,SCADA backfill inserted two delayed telemetry points.
-18622,2024-03-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.824,False,Humidity excursion near finishing booth during coating run.
-18623,2024-03-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.257,False,Humidity readings track seasonal rise across late spring.
-18624,2024-03-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.026,False,Humidity excursion near finishing booth during coating run.
-18625,2024-03-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.539,False,Press cycle dwell time lengthened during high-volume batch.
-18626,2024-03-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.727,False,Transient outlier matched forklift impact near cabinet wall.
-18627,2024-03-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.866,False,Edge collector replayed buffered events after network recovery.
-18628,2024-03-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.945,False,Packaging line stop reduced adjacent vibration background.
-18629,2024-03-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.848,False,Operator reset acknowledged after red-tag inspection.
-18630,2024-03-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.48,False,Anomaly review flagged possible bearing wear progression.
-18631,2024-03-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.529,False,Vibration burst exceeds envelope during tool change cycle.
-18632,2024-03-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.835,False,Pressure line purge completed before restart authorization.
-18633,2024-03-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.986,False,Coolant loop adjustment reduced chamber temperature spread.
-18634,2024-03-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.472,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18635,2024-03-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.175,False,Machine throughput increase drove sustained pressure uplift.
-18636,2024-03-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.949,False,Supervisory alert generated after three consecutive threshold breaches.
-18637,2024-03-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Edge collector replayed buffered events after network recovery.
-18638,2024-03-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.465,False,Vibration harmonics broadened during extended production run.
-18639,2024-03-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.737,False,Humidity climbed during dock-door open period in afternoon shift.
-18640,2024-03-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.079,False,Pressure settled back to nominal after valve reseat.
-18641,2024-03-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.396,False,Vibration burst exceeds envelope during tool change cycle.
-18642,2024-03-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.771,False,Bearing temperature rising faster than baseline on spindle cell.
-18643,2024-03-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.325,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18644,2024-03-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.506,False,Pressure settled back to nominal after valve reseat.
-18645,2024-03-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.936,False,Condensation warning cleared after dehumidifier ramp-up.
-18646,2024-03-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.661,False,Thermal overshoot event coincided with recipe change on furnace.
-18647,2024-03-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.689,False,Vibration harmonics broadened during extended production run.
-18648,2024-03-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.921,False,Edge collector replayed buffered events after network recovery.
-18649,2024-03-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.405,False,Pressure peak corresponds to oversized billet batch processing.
-18650,2024-03-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.678,False,Calibration check overdue by 11 days for press-line transducer.
-18651,2024-03-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.773,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18652,2024-03-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.989,False,Supervisory alert generated after three consecutive threshold breaches.
-18653,2024-03-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.829,False,Machine throughput increase drove sustained pressure uplift.
-18654,2024-03-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.464,False,Packaging line stop reduced adjacent vibration background.
-18655,2024-03-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.567,False,Dust extraction fan offline for 18 minutes on line finishing.
-18656,2024-03-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.693,False,Humidity baseline improved after seal replacement.
-18657,2024-03-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.886,False,Maintenance scheduler deferred calibration due to spare shortage.
-18658,2024-03-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.43,False,Short-lived packet loss observed at edge gateway gw-02.
-18659,2024-03-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.796,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18660,2024-03-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.641,False,Sensor battery health remains nominal after firmware update.
-18661,2024-03-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.575,False,Press cycle dwell time lengthened during high-volume batch.
-18662,2024-03-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,81.345,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18663,2024-03-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.477,False,Anomaly review flagged possible bearing wear progression.
-18664,2024-03-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.58,False,Vibration burst exceeds envelope during tool change cycle.
-18665,2024-03-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.46,False,Air handler maintenance reduced humidity variance on finishing line.
-18666,2024-03-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.793,False,Short-lived packet loss observed at edge gateway gw-02.
-18667,2024-03-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.824,False,Quality team requested trace review for lot 24-118B.
-18668,2024-03-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.529,False,Operator reported intermittent chatter on machine CNC-04.
-18669,2024-03-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.178,False,Sensor enclosure opened for manual calibration verification.
-18670,2024-03-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.486,False,Humidity readings track seasonal rise across late spring.
-18671,2024-03-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.439,False,Press cycle dwell time lengthened during high-volume batch.
-18672,2024-03-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.389,False,Night shift startup produced higher than normal vibration floor.
-18673,2024-03-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.217,False,Temporary gateway failover completed without data loss.
-18674,2024-03-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.305,False,Vibration burst exceeds envelope during tool change cycle.
-18675,2024-03-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.274,False,Pressure line purge completed before restart authorization.
-18676,2024-03-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.04,False,Calibration check overdue by 11 days for press-line transducer.
-18677,2024-03-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.844,False,Telemetry quality flag downgraded during sensor self-test window.
-18678,2024-03-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.845,False,Pressure line purge completed before restart authorization.
-18679,2024-03-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.055,False,Humidity climbed during dock-door open period in afternoon shift.
-18680,2024-03-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.227,False,Packaging line stop reduced adjacent vibration background.
-18681,2024-03-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.638,False,Night shift startup produced higher than normal vibration floor.
-18682,2024-03-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.297,False,Coolant loop adjustment reduced chamber temperature spread.
-18683,2024-03-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.177,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18684,2024-03-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.433,False,Warning threshold updated for pilot predictive-maintenance model.
-18685,2024-03-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.519,False,Dust extraction fan offline for 18 minutes on line finishing.
-18686,2024-03-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.339,False,Humidity excursion near finishing booth during coating run.
-18687,2024-03-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.69,False,Pressure peak corresponds to oversized billet batch processing.
-18688,2024-03-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.44,False,Maintenance note logged for coupling imbalance inspection.
-18689,2024-03-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.874,False,Operator reset acknowledged after red-tag inspection.
-18690,2024-03-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.041,False,Sensor signal clipping observed during startup surge.
-18691,2024-03-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.841,False,Thermal ramp exceeded expected warmup curve before shift start.
-18692,2024-03-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.149,False,Shift handoff note referenced unusual noise near press enclosure.
-18693,2024-03-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Pressure settled back to nominal after valve reseat.
-18694,2024-03-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.494,False,Humidity baseline improved after seal replacement.
-18695,2024-03-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.923,False,Quality hold reduced finishing booth activity for one shift.
-18696,2024-03-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.992,False,Thermal overshoot event coincided with recipe change on furnace.
-18697,2024-03-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.643,False,Shift handoff note referenced unusual noise near press enclosure.
-18698,2024-03-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.965,False,Vibration baseline recovered after tool holder replacement.
-18699,2024-03-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.687,False,Pressure peak corresponds to oversized billet batch processing.
-18700,2024-03-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.356,False,Supervisory alert generated after three consecutive threshold breaches.
-18701,2024-03-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.637,False,Thermal ramp exceeded expected warmup curve before shift start.
-18702,2024-03-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.134,False,Humidity readings track seasonal rise across late spring.
-18703,2024-03-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.665,False,Temporary gateway failover completed without data loss.
-18704,2024-03-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.936,False,Anomaly review flagged possible bearing wear progression.
-18705,2024-03-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.476,False,Pressure settled back to nominal after valve reseat.
-18706,2024-03-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.371,False,Pressure peak corresponds to oversized billet batch processing.
-18707,2024-03-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.054,False,Vibration harmonics broadened during extended production run.
-18708,2024-03-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.393,False,Humidity baseline improved after seal replacement.
-18709,2024-03-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.777,False,Temperature variance narrowed after coolant nozzle cleaning.
-18710,2024-03-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.671,False,Reliability engineer tagged sample window for model retraining.
-18711,2024-03-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Calibration check overdue by 11 days for press-line transducer.
-18712,2024-03-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.996,False,Telemetry quality flag downgraded during sensor self-test window.
-18713,2024-03-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.227,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18714,2024-03-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.503,False,Pressure peak corresponds to oversized billet batch processing.
-18715,2024-03-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.494,False,Humidity readings track seasonal rise across late spring.
-18716,2024-03-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.005,False,Condensation warning cleared after dehumidifier ramp-up.
-18717,2024-03-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.765,False,Operator reported intermittent chatter on machine CNC-04.
-18718,2024-03-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.022,False,Condensation warning cleared after dehumidifier ramp-up.
-18719,2024-03-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.523,False,Temperature variance narrowed after coolant nozzle cleaning.
-18720,2024-03-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.912,False,SCADA backfill inserted two delayed telemetry points.
-18721,2024-03-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.984,False,Vibration harmonics broadened during extended production run.
-18722,2024-03-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.764,False,Condensation warning cleared after dehumidifier ramp-up.
-18723,2024-03-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.276,False,Shift handoff note referenced unusual noise near press enclosure.
-18724,2024-03-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.271,False,Vibration harmonics broadened during extended production run.
-18725,2024-03-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.506,False,Vibration baseline recovered after tool holder replacement.
-18726,2024-03-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.031,False,Shift handoff note referenced unusual noise near press enclosure.
-18727,2024-03-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.763,False,Sensor signal clipping observed during startup surge.
-18728,2024-03-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.759,False,Humidity excursion near finishing booth during coating run.
-18729,2024-03-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.141,False,Temporary gateway failover completed without data loss.
-18730,2024-03-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.321,False,Humidity baseline improved after seal replacement.
-18731,2024-03-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.806,False,Humidity readings track seasonal rise across late spring.
-18732,2024-03-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.817,False,Short-lived packet loss observed at edge gateway gw-02.
-18733,2024-03-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.098,False,Dust extraction fan offline for 18 minutes on line finishing.
-18734,2024-03-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.533,False,Sensor signal clipping observed during startup surge.
-18735,2024-03-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.519,False,Vibration harmonics broadened during extended production run.
-18736,2024-03-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.773,False,Thermal ramp exceeded expected warmup curve before shift start.
-18737,2024-03-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.445,False,Operator reset acknowledged after red-tag inspection.
-18738,2024-03-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.01,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18739,2024-03-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.904,False,Supervisory alert generated after three consecutive threshold breaches.
-18740,2024-03-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.658,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18741,2024-03-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.883,False,Sensor heartbeat delayed by one interval after gateway retry.
-18742,2024-03-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.393,False,Night shift startup produced higher than normal vibration floor.
-18743,2024-03-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.669,False,Warning threshold updated for pilot predictive-maintenance model.
-18744,2024-03-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.414,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18745,2024-03-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.284,False,Telemetry quality flag downgraded during sensor self-test window.
-18746,2024-03-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.03,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18747,2024-03-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.994,False,Machine throughput increase drove sustained pressure uplift.
-18748,2024-03-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.041,False,Short-lived packet loss observed at edge gateway gw-02.
-18749,2024-03-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.646,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18750,2024-03-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.382,False,Operator reset acknowledged after red-tag inspection.
-18751,2024-03-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.799,False,Quality hold reduced finishing booth activity for one shift.
-18752,2024-03-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.672,False,Night shift startup produced higher than normal vibration floor.
-18753,2024-03-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.955,False,Calibration check overdue by 11 days for press-line transducer.
-18754,2024-03-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.933,False,Humidity excursion near finishing booth during coating run.
-18755,2024-03-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.115,False,Vibration burst exceeds envelope during tool change cycle.
-18756,2024-03-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.05,False,Maintenance note logged for coupling imbalance inspection.
-18757,2024-03-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.467,False,Condensation warning cleared after dehumidifier ramp-up.
-18758,2024-03-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.996,False,Reliability engineer tagged sample window for model retraining.
-18759,2024-03-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.725,False,Supervisory alert generated after three consecutive threshold breaches.
-18760,2024-03-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.332,False,Transient outlier matched forklift impact near cabinet wall.
-18761,2024-03-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.423,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18762,2024-03-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.653,False,Pressure peak corresponds to oversized billet batch processing.
-18763,2024-03-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.344,False,Vibration baseline recovered after tool holder replacement.
-18764,2024-03-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.001,False,Humidity climbed during dock-door open period in afternoon shift.
-18765,2024-03-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.841,False,Air handler maintenance reduced humidity variance on finishing line.
-18766,2024-03-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.538,False,Machine idle period extended during planned sanitation window.
-18767,2024-03-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.538,False,Quality hold reduced finishing booth activity for one shift.
-18768,2024-03-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.945,False,Thermal ramp exceeded expected warmup curve before shift start.
-18769,2024-03-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Night shift startup produced higher than normal vibration floor.
-18770,2024-03-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.299,False,Sensor heartbeat delayed by one interval after gateway retry.
-18771,2024-03-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.662,False,Sensor battery health remains nominal after firmware update.
-18772,2024-03-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.409,False,Press cycle dwell time lengthened during high-volume batch.
-18773,2024-03-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.379,False,Humidity climbed during dock-door open period in afternoon shift.
-18774,2024-03-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.867,False,Thermal ramp exceeded expected warmup curve before shift start.
-18775,2024-03-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.609,False,Edge collector replayed buffered events after network recovery.
-18776,2024-03-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.985,False,Supervisory alert generated after three consecutive threshold breaches.
-18777,2024-03-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.943,False,Quality hold reduced finishing booth activity for one shift.
-18778,2024-03-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.782,False,Sensor battery health remains nominal after firmware update.
-18779,2024-03-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.884,False,Temporary gateway failover completed without data loss.
-18780,2024-03-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.634,False,Maintenance crew confirmed lubrication interval was missed.
-18781,2024-03-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.324,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18782,2024-03-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.495,False,Operator reset acknowledged after red-tag inspection.
-18783,2024-03-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.56,False,Quality hold reduced finishing booth activity for one shift.
-18784,2024-03-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.024,False,Press cycle dwell time lengthened during high-volume batch.
-18785,2024-03-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.807,False,Vibration burst exceeds envelope during tool change cycle.
-18786,2024-03-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.452,False,Pressure settled back to nominal after valve reseat.
-18787,2024-03-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.504,False,Short-lived packet loss observed at edge gateway gw-02.
-18788,2024-03-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.769,False,Pressure line purge completed before restart authorization.
-18789,2024-03-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.017,False,Sensor enclosure opened for manual calibration verification.
-18790,2024-03-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.839,False,Sensor heartbeat delayed by one interval after gateway retry.
-18791,2024-03-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.492,False,Humidity baseline improved after seal replacement.
-18792,2024-03-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.276,False,Calibration check overdue by 11 days for press-line transducer.
-18793,2024-03-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.549,False,Humidity readings track seasonal rise across late spring.
-18794,2024-03-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.606,False,Vibration harmonics broadened during extended production run.
-18795,2024-03-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.348,False,Bearing temperature rising faster than baseline on spindle cell.
-18796,2024-03-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.888,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18797,2024-03-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.238,False,Press cycle dwell time lengthened during high-volume batch.
-18798,2024-03-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.485,False,Hydraulic line pressure oscillation detected under load.
-18799,2024-03-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.52,False,Vibration harmonics broadened during extended production run.
-18800,2024-03-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.056,False,Night shift startup produced higher than normal vibration floor.
-18801,2024-03-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.47,False,Machine throughput increase drove sustained pressure uplift.
-18802,2024-03-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.705,False,Pressure peak corresponds to oversized billet batch processing.
-18803,2024-03-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.171,False,Telemetry quality flag downgraded during sensor self-test window.
-18804,2024-03-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.567,False,Air handler maintenance reduced humidity variance on finishing line.
-18805,2024-03-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.492,False,Coolant loop adjustment reduced chamber temperature spread.
-18806,2024-03-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.139,False,Edge collector replayed buffered events after network recovery.
-18807,2024-03-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.388,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18808,2024-03-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.147,False,Thermal ramp exceeded expected warmup curve before shift start.
-18809,2024-03-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.186,False,Calibration check overdue by 11 days for press-line transducer.
-18810,2024-03-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.494,False,Telemetry quality flag downgraded during sensor self-test window.
-18811,2024-03-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.188,False,Pressure settled back to nominal after valve reseat.
-18812,2024-03-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.408,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18813,2024-03-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.283,False,Edge collector replayed buffered events after network recovery.
-18814,2024-03-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.793,False,Hydraulic line pressure oscillation detected under load.
-18815,2024-03-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.803,False,Temperature remained elevated during unscheduled overtime run.
-18816,2024-03-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.998,False,Coolant loop adjustment reduced chamber temperature spread.
-18817,2024-03-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.685,False,Dust extraction fan offline for 18 minutes on line finishing.
-18818,2024-03-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.011,False,Quality team requested trace review for lot 24-118B.
-18819,2024-03-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.147,False,Reliability engineer tagged sample window for model retraining.
-18820,2024-03-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.908,False,Sensor battery health remains nominal after firmware update.
-18821,2024-03-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.88,False,Short-lived packet loss observed at edge gateway gw-02.
-18822,2024-03-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.471,False,SCADA backfill inserted two delayed telemetry points.
-18823,2024-03-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.981,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18824,2024-03-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.876,False,Press cycle dwell time lengthened during high-volume batch.
-18825,2024-03-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.924,False,Reliability engineer tagged sample window for model retraining.
-18826,2024-03-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.417,False,Shift handoff note referenced unusual noise near press enclosure.
-18827,2024-03-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.69,False,Night shift startup produced higher than normal vibration floor.
-18828,2024-03-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.25,False,Vibration burst exceeds envelope during tool change cycle.
-18829,2024-03-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.159,False,Ambient temperature stabilized after HVAC stage-two engagement.
-18830,2024-03-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.377,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18831,2024-03-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.997,False,Maintenance crew confirmed lubrication interval was missed.
-18832,2024-03-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.326,False,Transient outlier matched forklift impact near cabinet wall.
-18833,2024-03-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.49,False,Vibration baseline recovered after tool holder replacement.
-18834,2024-03-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.183,False,Coolant loop adjustment reduced chamber temperature spread.
-18835,2024-03-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.215,False,Dust extraction fan offline for 18 minutes on line finishing.
-18836,2024-03-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.826,False,Operator reset acknowledged after red-tag inspection.
-18837,2024-03-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.112,False,Maintenance crew confirmed lubrication interval was missed.
-18838,2024-03-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.028,False,Press cycle dwell time lengthened during high-volume batch.
-18839,2024-03-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.261,False,Vibration harmonics broadened during extended production run.
-18840,2024-03-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.921,False,Maintenance note logged for coupling imbalance inspection.
-18841,2024-03-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.193,False,Pressure line purge completed before restart authorization.
-18842,2024-03-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.403,False,Sensor battery health remains nominal after firmware update.
-18843,2024-03-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Press cycle dwell time lengthened during high-volume batch.
-18844,2024-03-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.915,False,Packaging line stop reduced adjacent vibration background.
-18845,2024-03-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Transient outlier matched forklift impact near cabinet wall.
-18846,2024-03-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.371,False,Vibration harmonics broadened during extended production run.
-18847,2024-03-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.143,False,Pressure peak corresponds to oversized billet batch processing.
-18848,2024-03-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.442,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18849,2024-03-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.674,False,Operator reported intermittent chatter on machine CNC-04.
-18850,2024-03-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.623,False,Hydraulic line pressure oscillation detected under load.
-18851,2024-03-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.671,False,Telemetry quality flag downgraded during sensor self-test window.
-18852,2024-03-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.244,False,Air handler maintenance reduced humidity variance on finishing line.
-18853,2024-03-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.48,False,Warning threshold updated for pilot predictive-maintenance model.
-18854,2024-03-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.161,False,Humidity climbed during dock-door open period in afternoon shift.
-18855,2024-03-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.366,False,Humidity baseline improved after seal replacement.
-18856,2024-03-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.867,False,Warning threshold updated for pilot predictive-maintenance model.
-18857,2024-03-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.761,False,Press cycle dwell time lengthened during high-volume batch.
-18858,2024-03-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.093,False,Pressure peak corresponds to oversized billet batch processing.
-18859,2024-03-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.164,False,Sensor signal clipping observed during startup surge.
-18860,2024-03-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.189,False,Humidity excursion near finishing booth during coating run.
-18861,2024-03-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.215,False,Vibration harmonics broadened during extended production run.
-18862,2024-03-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.673,False,Warning threshold updated for pilot predictive-maintenance model.
-18863,2024-03-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.581,False,Humidity excursion near finishing booth during coating run.
-18864,2024-03-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.54,False,Maintenance scheduler deferred calibration due to spare shortage.
-18865,2024-03-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.123,False,Temporary gateway failover completed without data loss.
-18866,2024-03-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.389,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18867,2024-03-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.9,False,Temperature remained elevated during unscheduled overtime run.
-18868,2024-03-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.532,False,Packaging line stop reduced adjacent vibration background.
-18869,2024-03-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Bearing temperature rising faster than baseline on spindle cell.
-18870,2024-03-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.792,False,Shift handoff note referenced unusual noise near press enclosure.
-18871,2024-03-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.633,False,Coolant loop adjustment reduced chamber temperature spread.
-18872,2024-03-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.204,False,Dust extraction fan offline for 18 minutes on line finishing.
-18873,2024-03-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.277,False,Temperature remained elevated during unscheduled overtime run.
-18874,2024-03-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.656,False,Humidity readings track seasonal rise across late spring.
-18875,2024-03-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.285,False,Temperature remained elevated during unscheduled overtime run.
-18876,2024-03-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.194,False,Machine idle period extended during planned sanitation window.
-18877,2024-03-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.309,False,Hydraulic line pressure oscillation detected under load.
-18878,2024-03-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.673,False,Humidity excursion near finishing booth during coating run.
-18879,2024-03-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.191,False,Thermal ramp exceeded expected warmup curve before shift start.
-18880,2024-03-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.753,False,Operator reported intermittent chatter on machine CNC-04.
-18881,2024-03-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Pressure line purge completed before restart authorization.
-18882,2024-03-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.259,False,Operator reported intermittent chatter on machine CNC-04.
-18883,2024-03-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.193,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18884,2024-03-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.183,False,Bearing temperature rising faster than baseline on spindle cell.
-18885,2024-03-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.374,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18886,2024-03-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.444,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18887,2024-03-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.382,False,Humidity climbed during dock-door open period in afternoon shift.
-18888,2024-03-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.551,False,Humidity readings track seasonal rise across late spring.
-18889,2024-03-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.35,False,Pressure line purge completed before restart authorization.
-18890,2024-03-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.49,False,Quality hold reduced finishing booth activity for one shift.
-18891,2024-03-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.636,False,Machine idle period extended during planned sanitation window.
-18892,2024-03-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.288,False,Short-lived packet loss observed at edge gateway gw-02.
-18893,2024-03-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.886,False,Vibration burst exceeds envelope during tool change cycle.
-18894,2024-03-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.329,False,Pressure peak corresponds to oversized billet batch processing.
-18895,2024-03-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.582,False,Sensor heartbeat delayed by one interval after gateway retry.
-18896,2024-03-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.301,False,Coolant loop adjustment reduced chamber temperature spread.
-18897,2024-03-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.769,False,Quality team requested trace review for lot 24-118B.
-18898,2024-03-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.86,False,Pressure peak corresponds to oversized billet batch processing.
-18899,2024-03-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.545,False,Operator reported intermittent chatter on machine CNC-04.
-18900,2024-03-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.007,False,Temperature variance narrowed after coolant nozzle cleaning.
-18901,2024-03-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.564,False,SCADA backfill inserted two delayed telemetry points.
-18902,2024-03-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.281,False,Pressure peak corresponds to oversized billet batch processing.
-18903,2024-03-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.41,False,Vibration harmonics broadened during extended production run.
-18904,2024-03-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.087,False,Supervisory alert generated after three consecutive threshold breaches.
-18905,2024-03-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.984,False,Maintenance note logged for coupling imbalance inspection.
-18906,2024-03-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.359,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-18907,2024-03-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.969,False,Thermal ramp exceeded expected warmup curve before shift start.
-18908,2024-03-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.336,False,Humidity climbed during dock-door open period in afternoon shift.
-18909,2024-03-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.219,False,Packaging line stop reduced adjacent vibration background.
-18910,2024-03-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.016,False,Supervisory alert generated after three consecutive threshold breaches.
-18911,2024-03-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.551,False,Quality team requested trace review for lot 24-118B.
-18912,2024-03-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.287,False,Dust extraction fan offline for 18 minutes on line finishing.
-18913,2024-03-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.515,False,Calibration check overdue by 11 days for press-line transducer.
-18914,2024-03-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.286,False,Thermal overshoot event coincided with recipe change on furnace.
-18915,2024-03-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.885,False,Pressure settled back to nominal after valve reseat.
-18916,2024-03-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.828,False,Pressure line purge completed before restart authorization.
-18917,2024-03-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.617,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18918,2024-03-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.01,False,Edge collector replayed buffered events after network recovery.
-18919,2024-03-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.772,False,Calibration check overdue by 11 days for press-line transducer.
-18920,2024-03-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.183,False,Maintenance crew confirmed lubrication interval was missed.
-18921,2024-03-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.92,False,Transient outlier matched forklift impact near cabinet wall.
-18922,2024-03-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.09,False,Operator reported intermittent chatter on machine CNC-04.
-18923,2024-03-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.133,False,Anomaly review flagged possible bearing wear progression.
-18924,2024-03-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.16,False,Sensor 3 drift suspected after cross-check with manual gauge.
-18925,2024-03-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Shift handoff note referenced unusual noise near press enclosure.
-18926,2024-03-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.431,False,Sensor heartbeat delayed by one interval after gateway retry.
-18927,2024-03-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.612,False,Pressure settled back to nominal after valve reseat.
-18928,2024-03-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.767,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18929,2024-03-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.175,False,Humidity baseline improved after seal replacement.
-18930,2024-03-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.391,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18931,2024-03-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.564,False,Vibration burst exceeds envelope during tool change cycle.
-18932,2024-03-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.26,False,Humidity climbed during dock-door open period in afternoon shift.
-18933,2024-03-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.297,False,Reliability engineer tagged sample window for model retraining.
-18934,2024-03-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.871,False,Pressure line purge completed before restart authorization.
-18935,2024-03-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.859,False,Sensor signal clipping observed during startup surge.
-18936,2024-03-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.971,False,Packaging line stop reduced adjacent vibration background.
-18937,2024-03-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.875,False,Warning threshold updated for pilot predictive-maintenance model.
-18938,2024-03-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.327,False,Maintenance crew confirmed lubrication interval was missed.
-18939,2024-03-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.545,False,Maintenance note logged for coupling imbalance inspection.
-18940,2024-03-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,50.78,False,Packaging line stop reduced adjacent vibration background.
-18941,2024-03-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.368,False,Temperature remained elevated during unscheduled overtime run.
-18942,2024-03-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.268,False,Coolant loop adjustment reduced chamber temperature spread.
-18943,2024-03-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.887,False,Edge collector replayed buffered events after network recovery.
-18944,2024-03-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.09,False,Edge collector replayed buffered events after network recovery.
-18945,2024-03-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.74,False,Machine idle period extended during planned sanitation window.
-18946,2024-03-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.14,False,Night shift startup produced higher than normal vibration floor.
-18947,2024-03-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.402,False,Temperature remained elevated during unscheduled overtime run.
-18948,2024-03-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.542,False,Temperature remained elevated during unscheduled overtime run.
-18949,2024-03-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.535,False,Press cycle dwell time lengthened during high-volume batch.
-18950,2024-03-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.603,False,Edge collector replayed buffered events after network recovery.
-18951,2024-03-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.458,False,Operator reset acknowledged after red-tag inspection.
-18952,2024-03-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.15,False,Calibration check overdue by 11 days for press-line transducer.
-18953,2024-03-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.793,False,Temporary gateway failover completed without data loss.
-18954,2024-03-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.473,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18955,2024-03-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.187,False,SCADA backfill inserted two delayed telemetry points.
-18956,2024-03-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.099,False,Condensation warning cleared after dehumidifier ramp-up.
-18957,2024-03-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Maintenance note logged for coupling imbalance inspection.
-18958,2024-03-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.937,False,Machine throughput increase drove sustained pressure uplift.
-18959,2024-03-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.896,False,Supervisory alert generated after three consecutive threshold breaches.
-18960,2024-03-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.977,False,Supervisory alert generated after three consecutive threshold breaches.
-18961,2024-03-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.001,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-18962,2024-03-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.484,False,Warning threshold updated for pilot predictive-maintenance model.
-18963,2024-03-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.085,False,SCADA backfill inserted two delayed telemetry points.
-18964,2024-03-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.828,False,Air handler maintenance reduced humidity variance on finishing line.
-18965,2024-03-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Sensor heartbeat delayed by one interval after gateway retry.
-18966,2024-03-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.079,False,Unbalanced load introduced cyclical pressure ripple.
-18967,2024-03-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.33,False,Humidity readings track seasonal rise across late spring.
-18968,2024-03-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.067,False,Temporary gateway failover completed without data loss.
-18969,2024-03-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Dust extraction fan offline for 18 minutes on line finishing.
-18970,2024-03-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.904,False,Telemetry quality flag downgraded during sensor self-test window.
-18971,2024-03-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.824,False,Telemetry quality flag downgraded during sensor self-test window.
-18972,2024-03-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.274,False,Press cycle dwell time lengthened during high-volume batch.
-18973,2024-03-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Hydraulic line pressure oscillation detected under load.
-18974,2024-03-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.596,False,Compressed air fluctuation introduced pressure noise for two cycles.
-18975,2024-03-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.677,False,Reliability engineer tagged sample window for model retraining.
-18976,2024-03-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.441,False,Heat-treat furnace door cycling increased localized temperature spikes.
-18977,2024-03-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.996,False,Vibration baseline recovered after tool holder replacement.
-18978,2024-03-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.901,False,Quality hold reduced finishing booth activity for one shift.
-18979,2024-03-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.741,False,Vibration harmonics broadened during extended production run.
-18980,2024-03-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.969,False,Calibration check overdue by 11 days for press-line transducer.
-18981,2024-03-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.46,False,Temperature variance narrowed after coolant nozzle cleaning.
-18982,2024-03-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.324,False,Humidity readings track seasonal rise across late spring.
-18983,2024-03-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.067,False,Thermal overshoot event coincided with recipe change on furnace.
-18984,2024-03-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.204,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-18985,2024-03-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.231,False,Air handler maintenance reduced humidity variance on finishing line.
-18986,2024-03-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.929,False,Air handler maintenance reduced humidity variance on finishing line.
-18987,2024-03-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.521,False,Press cycle dwell time lengthened during high-volume batch.
-18988,2024-03-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.52,False,Operator reported intermittent chatter on machine CNC-04.
-18989,2024-03-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.954,False,Sensor heartbeat delayed by one interval after gateway retry.
-18990,2024-03-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.967,False,Machine idle period extended during planned sanitation window.
-18991,2024-03-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.336,False,Air handler maintenance reduced humidity variance on finishing line.
-18992,2024-03-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.293,False,SCADA backfill inserted two delayed telemetry points.
-18993,2024-03-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.472,False,Reliability engineer tagged sample window for model retraining.
-18994,2024-03-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.594,False,Humidity excursion near finishing booth during coating run.
-18995,2024-03-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.96,False,Vibration baseline recovered after tool holder replacement.
-18996,2024-03-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.396,False,Bearing temperature rising faster than baseline on spindle cell.
-18997,2024-03-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.451,False,Machine idle period extended during planned sanitation window.
-18998,2024-03-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.034,False,Warning threshold updated for pilot predictive-maintenance model.
-18999,2024-03-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.885,False,Pressure line purge completed before restart authorization.
-19000,2024-03-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.071,False,Bearing temperature rising faster than baseline on spindle cell.
-19001,2024-03-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.103,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19002,2024-03-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.003,False,Operator reported intermittent chatter on machine CNC-04.
-19003,2024-03-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.989,False,Sensor heartbeat delayed by one interval after gateway retry.
-19004,2024-03-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.999,False,Quality team requested trace review for lot 24-118B.
-19005,2024-03-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.779,False,Warning threshold updated for pilot predictive-maintenance model.
-19006,2024-03-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.262,False,Short-lived packet loss observed at edge gateway gw-02.
-19007,2024-03-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.018,False,Sensor heartbeat delayed by one interval after gateway retry.
-19008,2024-03-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.317,False,Pressure peak corresponds to oversized billet batch processing.
-19009,2024-03-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.561,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19010,2024-03-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.255,False,SCADA backfill inserted two delayed telemetry points.
-19011,2024-03-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.431,False,Calibration check overdue by 11 days for press-line transducer.
-19012,2024-03-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.346,False,Press cycle dwell time lengthened during high-volume batch.
-19013,2024-03-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.324,False,Vibration harmonics broadened during extended production run.
-19014,2024-03-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.171,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19015,2024-03-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.258,False,Shift handoff note referenced unusual noise near press enclosure.
-19016,2024-03-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.683,False,Pressure settled back to nominal after valve reseat.
-19017,2024-03-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.709,False,Machine throughput increase drove sustained pressure uplift.
-19018,2024-03-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.73,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19019,2024-03-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.146,False,Quality team requested trace review for lot 24-118B.
-19020,2024-03-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.792,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19021,2024-03-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.685,False,Temperature variance narrowed after coolant nozzle cleaning.
-19022,2024-03-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.297,False,Calibration check overdue by 11 days for press-line transducer.
-19023,2024-03-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.437,False,Air handler maintenance reduced humidity variance on finishing line.
-19024,2024-03-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.157,False,Air handler maintenance reduced humidity variance on finishing line.
-19025,2024-03-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.673,False,Thermal ramp exceeded expected warmup curve before shift start.
-19026,2024-03-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.351,False,Dust extraction fan offline for 18 minutes on line finishing.
-19027,2024-03-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.891,False,Pressure peak corresponds to oversized billet batch processing.
-19028,2024-03-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.391,False,Telemetry quality flag downgraded during sensor self-test window.
-19029,2024-03-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.821,False,Transient outlier matched forklift impact near cabinet wall.
-19030,2024-03-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.438,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19031,2024-03-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.484,False,Short-lived packet loss observed at edge gateway gw-02.
-19032,2024-03-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.426,False,Quality hold reduced finishing booth activity for one shift.
-19033,2024-03-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.422,False,Temperature variance narrowed after coolant nozzle cleaning.
-19034,2024-03-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.501,False,Thermal overshoot event coincided with recipe change on furnace.
-19035,2024-03-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.983,False,Humidity climbed during dock-door open period in afternoon shift.
-19036,2024-03-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.056,False,Unbalanced load introduced cyclical pressure ripple.
-19037,2024-03-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.9,False,Operator reset acknowledged after red-tag inspection.
-19038,2024-03-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.431,False,Thermal ramp exceeded expected warmup curve before shift start.
-19039,2024-03-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.403,False,Thermal ramp exceeded expected warmup curve before shift start.
-19040,2024-03-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.505,False,Warning threshold updated for pilot predictive-maintenance model.
-19041,2024-03-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.883,False,Bearing temperature rising faster than baseline on spindle cell.
-19042,2024-03-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.744,False,Temperature remained elevated during unscheduled overtime run.
-19043,2024-03-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.532,False,Hydraulic line pressure oscillation detected under load.
-19044,2024-03-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.921,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19045,2024-03-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Telemetry quality flag downgraded during sensor self-test window.
-19046,2024-03-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.426,False,Maintenance crew confirmed lubrication interval was missed.
-19047,2024-03-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.979,False,Operator reset acknowledged after red-tag inspection.
-19048,2024-03-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.981,False,Operator reset acknowledged after red-tag inspection.
-19049,2024-03-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.609,False,Shift handoff note referenced unusual noise near press enclosure.
-19050,2024-03-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.087,False,Vibration harmonics broadened during extended production run.
-19051,2024-03-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.096,False,Unbalanced load introduced cyclical pressure ripple.
-19052,2024-03-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.254,False,Temporary gateway failover completed without data loss.
-19053,2024-03-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.919,False,Sensor heartbeat delayed by one interval after gateway retry.
-19054,2024-03-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.503,False,Supervisory alert generated after three consecutive threshold breaches.
-19055,2024-03-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.652,False,Quality team requested trace review for lot 24-118B.
-19056,2024-03-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.073,False,Anomaly review flagged possible bearing wear progression.
-19057,2024-03-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.163,False,Vibration harmonics broadened during extended production run.
-19058,2024-03-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.333,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19059,2024-03-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.267,False,Thermal ramp exceeded expected warmup curve before shift start.
-19060,2024-03-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.007,False,Reliability engineer tagged sample window for model retraining.
-19061,2024-03-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.934,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19062,2024-03-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.072,False,Pressure peak corresponds to oversized billet batch processing.
-19063,2024-03-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.493,False,Quality hold reduced finishing booth activity for one shift.
-19064,2024-03-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.409,False,Condensation warning cleared after dehumidifier ramp-up.
-19065,2024-03-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.081,False,SCADA backfill inserted two delayed telemetry points.
-19066,2024-03-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.863,False,Sensor heartbeat delayed by one interval after gateway retry.
-19067,2024-03-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.124,False,Maintenance note logged for coupling imbalance inspection.
-19068,2024-03-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.44,False,Dust extraction fan offline for 18 minutes on line finishing.
-19069,2024-03-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.349,False,Humidity baseline improved after seal replacement.
-19070,2024-03-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.4,False,Maintenance crew confirmed lubrication interval was missed.
-19071,2024-03-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.333,False,Pressure settled back to nominal after valve reseat.
-19072,2024-03-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,53.606,False,Operator reported intermittent chatter on machine CNC-04.
-19073,2024-03-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.312,False,Operator reported intermittent chatter on machine CNC-04.
-19074,2024-03-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,67.643,False,Air handler maintenance reduced humidity variance on finishing line.
-19075,2024-03-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.039,False,Humidity excursion near finishing booth during coating run.
-19076,2024-03-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.019,False,Temperature remained elevated during unscheduled overtime run.
-19077,2024-03-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.451,False,Edge collector replayed buffered events after network recovery.
-19078,2024-03-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.745,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19079,2024-03-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.265,False,Calibration check overdue by 11 days for press-line transducer.
-19080,2024-03-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.886,False,Quality team requested trace review for lot 24-118B.
-19081,2024-03-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Temperature variance narrowed after coolant nozzle cleaning.
-19082,2024-03-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.531,False,Vibration harmonics broadened during extended production run.
-19083,2024-03-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.046,False,Sensor signal clipping observed during startup surge.
-19084,2024-03-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.108,False,Pressure line purge completed before restart authorization.
-19085,2024-03-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.373,False,Thermal overshoot event coincided with recipe change on furnace.
-19086,2024-03-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.795,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19087,2024-03-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.476,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19088,2024-03-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.005,False,Pressure peak corresponds to oversized billet batch processing.
-19089,2024-03-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.14,False,Temperature remained elevated during unscheduled overtime run.
-19090,2024-03-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.496,False,Condensation warning cleared after dehumidifier ramp-up.
-19091,2024-03-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.295,False,Dust extraction fan offline for 18 minutes on line finishing.
-19092,2024-03-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.739,False,Humidity excursion near finishing booth during coating run.
-19093,2024-03-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.359,False,Temperature remained elevated during unscheduled overtime run.
-19094,2024-03-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.219,False,Operator reset acknowledged after red-tag inspection.
-19095,2024-03-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19096,2024-03-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.094,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19097,2024-03-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.86,False,Supervisory alert generated after three consecutive threshold breaches.
-19098,2024-03-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.1,False,Press cycle dwell time lengthened during high-volume batch.
-19099,2024-03-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.711,False,Press cycle dwell time lengthened during high-volume batch.
-19100,2024-03-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.942,False,Maintenance note logged for coupling imbalance inspection.
-19101,2024-03-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.151,False,Maintenance note logged for coupling imbalance inspection.
-19102,2024-03-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.289,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19103,2024-03-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.711,False,Shift handoff note referenced unusual noise near press enclosure.
-19104,2024-03-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.091,False,Anomaly review flagged possible bearing wear progression.
-19105,2024-03-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.701,False,Sensor signal clipping observed during startup surge.
-19106,2024-03-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.801,False,Temperature variance narrowed after coolant nozzle cleaning.
-19107,2024-03-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.028,False,Supervisory alert generated after three consecutive threshold breaches.
-19108,2024-03-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.003,False,Transient outlier matched forklift impact near cabinet wall.
-19109,2024-03-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.296,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19110,2024-03-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.224,False,Telemetry quality flag downgraded during sensor self-test window.
-19111,2024-03-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.125,False,Unbalanced load introduced cyclical pressure ripple.
-19112,2024-03-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.57,False,Air handler maintenance reduced humidity variance on finishing line.
-19113,2024-03-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.37,False,Pressure line purge completed before restart authorization.
-19114,2024-03-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.878,False,Calibration check overdue by 11 days for press-line transducer.
-19115,2024-03-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.182,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19116,2024-03-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.627,False,Transient outlier matched forklift impact near cabinet wall.
-19117,2024-03-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.635,False,Coolant loop adjustment reduced chamber temperature spread.
-19118,2024-03-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.631,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19119,2024-03-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.609,False,Operator reset acknowledged after red-tag inspection.
-19120,2024-03-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.828,False,Operator reset acknowledged after red-tag inspection.
-19121,2024-03-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19122,2024-03-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.638,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19123,2024-03-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.958,False,Telemetry quality flag downgraded during sensor self-test window.
-19124,2024-03-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.514,False,Quality team requested trace review for lot 24-118B.
-19125,2024-03-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.341,False,Calibration check overdue by 11 days for press-line transducer.
-19126,2024-03-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.87,False,Temporary gateway failover completed without data loss.
-19127,2024-03-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.087,False,Transient outlier matched forklift impact near cabinet wall.
-19128,2024-03-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.508,False,Vibration harmonics broadened during extended production run.
-19129,2024-03-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.884,False,Thermal overshoot event coincided with recipe change on furnace.
-19130,2024-03-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.284,False,Humidity baseline improved after seal replacement.
-19131,2024-03-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.749,False,Press cycle dwell time lengthened during high-volume batch.
-19132,2024-03-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.195,False,Pressure settled back to nominal after valve reseat.
-19133,2024-03-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.135,False,Bearing temperature rising faster than baseline on spindle cell.
-19134,2024-03-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.058,False,Telemetry quality flag downgraded during sensor self-test window.
-19135,2024-03-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.434,False,Press cycle dwell time lengthened during high-volume batch.
-19136,2024-03-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.702,False,Sensor battery health remains nominal after firmware update.
-19137,2024-03-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.694,False,Telemetry quality flag downgraded during sensor self-test window.
-19138,2024-03-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.253,False,Quality hold reduced finishing booth activity for one shift.
-19139,2024-03-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.745,False,Press cycle dwell time lengthened during high-volume batch.
-19140,2024-03-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.668,False,Dust extraction fan offline for 18 minutes on line finishing.
-19141,2024-03-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.938,False,Humidity excursion near finishing booth during coating run.
-19142,2024-03-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.448,False,Night shift startup produced higher than normal vibration floor.
-19143,2024-03-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.403,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19144,2024-03-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.626,False,Telemetry quality flag downgraded during sensor self-test window.
-19145,2024-03-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.587,False,Humidity baseline improved after seal replacement.
-19146,2024-03-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.846,False,Supervisory alert generated after three consecutive threshold breaches.
-19147,2024-03-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.689,False,Short-lived packet loss observed at edge gateway gw-02.
-19148,2024-03-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.705,False,Operator reported intermittent chatter on machine CNC-04.
-19149,2024-03-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.448,False,Pressure peak corresponds to oversized billet batch processing.
-19150,2024-03-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.991,False,Night shift startup produced higher than normal vibration floor.
-19151,2024-03-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.366,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19152,2024-03-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.0,False,Shift handoff note referenced unusual noise near press enclosure.
-19153,2024-03-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.013,False,Bearing temperature rising faster than baseline on spindle cell.
-19154,2024-03-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.922,False,Machine idle period extended during planned sanitation window.
-19155,2024-03-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.847,False,Pressure peak corresponds to oversized billet batch processing.
-19156,2024-03-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.887,False,SCADA backfill inserted two delayed telemetry points.
-19157,2024-03-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.703,False,Supervisory alert generated after three consecutive threshold breaches.
-19158,2024-03-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.826,False,Sensor battery health remains nominal after firmware update.
-19159,2024-03-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.314,False,Quality team requested trace review for lot 24-118B.
-19160,2024-03-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.214,False,Pressure peak corresponds to oversized billet batch processing.
-19161,2024-03-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Humidity baseline improved after seal replacement.
-19162,2024-03-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.621,False,Transient outlier matched forklift impact near cabinet wall.
-19163,2024-03-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.591,False,Operator reported intermittent chatter on machine CNC-04.
-19164,2024-03-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.767,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19165,2024-03-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.022,False,Pressure settled back to nominal after valve reseat.
-19166,2024-03-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.239,False,Temperature variance narrowed after coolant nozzle cleaning.
-19167,2024-03-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.414,False,Vibration harmonics broadened during extended production run.
-19168,2024-03-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.173,False,Operator reset acknowledged after red-tag inspection.
-19169,2024-03-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.977,False,Machine idle period extended during planned sanitation window.
-19170,2024-03-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.713,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19171,2024-03-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19172,2024-03-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.998,False,Vibration burst exceeds envelope during tool change cycle.
-19173,2024-03-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Unbalanced load introduced cyclical pressure ripple.
-19174,2024-03-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.913,False,Temporary gateway failover completed without data loss.
-19175,2024-03-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.753,False,Supervisory alert generated after three consecutive threshold breaches.
-19176,2024-03-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.438,False,Sensor signal clipping observed during startup surge.
-19177,2024-03-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.056,False,Temperature variance narrowed after coolant nozzle cleaning.
-19178,2024-03-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.324,False,Vibration baseline recovered after tool holder replacement.
-19179,2024-03-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.435,False,Bearing temperature rising faster than baseline on spindle cell.
-19180,2024-03-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.856,False,Temporary gateway failover completed without data loss.
-19181,2024-03-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Temperature remained elevated during unscheduled overtime run.
-19182,2024-03-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.783,False,Shift handoff note referenced unusual noise near press enclosure.
-19183,2024-03-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.084,False,Machine idle period extended during planned sanitation window.
-19184,2024-03-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.951,False,Pressure line purge completed before restart authorization.
-19185,2024-03-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.631,False,Warning threshold updated for pilot predictive-maintenance model.
-19186,2024-03-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.117,False,Operator reset acknowledged after red-tag inspection.
-19187,2024-03-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.34,False,Humidity excursion near finishing booth during coating run.
-19188,2024-03-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.704,False,Sensor signal clipping observed during startup surge.
-19189,2024-03-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.243,False,Sensor signal clipping observed during startup surge.
-19190,2024-03-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.858,False,Transient outlier matched forklift impact near cabinet wall.
-19191,2024-03-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.986,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19192,2024-03-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.409,False,Edge collector replayed buffered events after network recovery.
-19193,2024-03-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.553,False,Quality hold reduced finishing booth activity for one shift.
-19194,2024-03-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.485,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19195,2024-03-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.587,False,Edge collector replayed buffered events after network recovery.
-19196,2024-03-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.144,False,Pressure settled back to nominal after valve reseat.
-19197,2024-03-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.416,False,Humidity climbed during dock-door open period in afternoon shift.
-19198,2024-03-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.917,False,SCADA backfill inserted two delayed telemetry points.
-19199,2024-03-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.923,False,Quality team requested trace review for lot 24-118B.
-19200,2024-03-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.085,False,Pressure line purge completed before restart authorization.
-19201,2024-03-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Machine throughput increase drove sustained pressure uplift.
-19202,2024-03-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.865,False,Humidity excursion near finishing booth during coating run.
-19203,2024-03-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.651,False,Vibration baseline recovered after tool holder replacement.
-19204,2024-03-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.239,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19205,2024-03-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.042,False,Vibration burst exceeds envelope during tool change cycle.
-19206,2024-03-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.178,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19207,2024-03-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.206,False,Temperature variance narrowed after coolant nozzle cleaning.
-19208,2024-03-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.709,False,Maintenance note logged for coupling imbalance inspection.
-19209,2024-03-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.224,False,Machine throughput increase drove sustained pressure uplift.
-19210,2024-03-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.959,False,Night shift startup produced higher than normal vibration floor.
-19211,2024-03-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.544,False,Shift handoff note referenced unusual noise near press enclosure.
-19212,2024-03-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.505,False,Maintenance scheduler deferred calibration due to spare shortage.
-19213,2024-03-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.521,False,Air handler maintenance reduced humidity variance on finishing line.
-19214,2024-03-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.522,False,Transient outlier matched forklift impact near cabinet wall.
-19215,2024-03-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.44,False,Anomaly review flagged possible bearing wear progression.
-19216,2024-03-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.686,False,Shift handoff note referenced unusual noise near press enclosure.
-19217,2024-03-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.374,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19218,2024-03-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.008,False,Warning threshold updated for pilot predictive-maintenance model.
-19219,2024-03-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.352,False,Operator reset acknowledged after red-tag inspection.
-19220,2024-03-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.385,False,Humidity excursion near finishing booth during coating run.
-19221,2024-03-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.141,False,Quality hold reduced finishing booth activity for one shift.
-19222,2024-03-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.976,False,Press cycle dwell time lengthened during high-volume batch.
-19223,2024-03-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.316,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19224,2024-03-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.419,False,Machine idle period extended during planned sanitation window.
-19225,2024-03-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.023,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19226,2024-03-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.387,False,Condensation warning cleared after dehumidifier ramp-up.
-19227,2024-03-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.776,False,Sensor battery health remains nominal after firmware update.
-19228,2024-03-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.28,False,Thermal overshoot event coincided with recipe change on furnace.
-19229,2024-03-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.695,False,Humidity excursion near finishing booth during coating run.
-19230,2024-03-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.113,False,SCADA backfill inserted two delayed telemetry points.
-19231,2024-03-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.047,False,Thermal overshoot event coincided with recipe change on furnace.
-19232,2024-03-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.389,False,Anomaly review flagged possible bearing wear progression.
-19233,2024-03-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,Sensor signal clipping observed during startup surge.
-19234,2024-03-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.621,False,Reliability engineer tagged sample window for model retraining.
-19235,2024-03-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.399,False,Sensor enclosure opened for manual calibration verification.
-19236,2024-03-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.763,False,Operator reported intermittent chatter on machine CNC-04.
-19237,2024-03-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.526,False,Pressure line purge completed before restart authorization.
-19238,2024-03-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.54,False,Sensor enclosure opened for manual calibration verification.
-19239,2024-03-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.345,False,Temporary gateway failover completed without data loss.
-19240,2024-03-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.238,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19241,2024-03-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.448,False,Packaging line stop reduced adjacent vibration background.
-19242,2024-03-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.815,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19243,2024-03-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.546,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19244,2024-03-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.288,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19245,2024-03-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Humidity readings track seasonal rise across late spring.
-19246,2024-03-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.066,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19247,2024-03-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.336,False,Machine idle period extended during planned sanitation window.
-19248,2024-03-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.481,False,Machine throughput increase drove sustained pressure uplift.
-19249,2024-03-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Telemetry quality flag downgraded during sensor self-test window.
-19250,2024-03-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.09,False,Operator reported intermittent chatter on machine CNC-04.
-19251,2024-03-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.609,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19252,2024-03-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.843,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19253,2024-03-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.376,False,Short-lived packet loss observed at edge gateway gw-02.
-19254,2024-03-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.281,False,Short-lived packet loss observed at edge gateway gw-02.
-19255,2024-03-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Machine idle period extended during planned sanitation window.
-19256,2024-03-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.495,False,Edge collector replayed buffered events after network recovery.
-19257,2024-03-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.107,False,Vibration harmonics broadened during extended production run.
-19258,2024-03-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.205,False,Humidity climbed during dock-door open period in afternoon shift.
-19259,2024-03-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.299,False,Humidity climbed during dock-door open period in afternoon shift.
-19260,2024-03-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.689,False,Pressure settled back to nominal after valve reseat.
-19261,2024-03-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.981,False,Thermal overshoot event coincided with recipe change on furnace.
-19262,2024-03-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.779,False,Condensation warning cleared after dehumidifier ramp-up.
-19263,2024-03-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Machine throughput increase drove sustained pressure uplift.
-19264,2024-03-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.535,False,Thermal ramp exceeded expected warmup curve before shift start.
-19265,2024-03-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.749,False,Thermal overshoot event coincided with recipe change on furnace.
-19266,2024-03-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.88,False,Humidity readings track seasonal rise across late spring.
-19267,2024-03-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.479,False,Temperature remained elevated during unscheduled overtime run.
-19268,2024-03-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.105,False,Humidity climbed during dock-door open period in afternoon shift.
-19269,2024-03-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.809,False,Temperature variance narrowed after coolant nozzle cleaning.
-19270,2024-03-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.506,False,Reliability engineer tagged sample window for model retraining.
-19271,2024-03-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.704,False,Unbalanced load introduced cyclical pressure ripple.
-19272,2024-03-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.162,False,Packaging line stop reduced adjacent vibration background.
-19273,2024-03-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19274,2024-03-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.273,False,Vibration baseline recovered after tool holder replacement.
-19275,2024-03-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.789,False,Pressure peak corresponds to oversized billet batch processing.
-19276,2024-03-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.121,False,Packaging line stop reduced adjacent vibration background.
-19277,2024-03-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.796,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19278,2024-03-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.404,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19279,2024-03-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.213,False,Supervisory alert generated after three consecutive threshold breaches.
-19280,2024-03-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.85,False,Humidity readings track seasonal rise across late spring.
-19281,2024-03-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Machine throughput increase drove sustained pressure uplift.
-19282,2024-03-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.338,False,Quality team requested trace review for lot 24-118B.
-19283,2024-03-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.844,False,Reliability engineer tagged sample window for model retraining.
-19284,2024-03-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.277,False,Quality hold reduced finishing booth activity for one shift.
-19285,2024-03-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.69,False,Vibration harmonics broadened during extended production run.
-19286,2024-03-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.366,False,Operator reported intermittent chatter on machine CNC-04.
-19287,2024-03-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.436,False,Edge collector replayed buffered events after network recovery.
-19288,2024-03-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.785,False,Bearing temperature rising faster than baseline on spindle cell.
-19289,2024-03-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.679,False,Telemetry quality flag downgraded during sensor self-test window.
-19290,2024-03-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.805,False,Sensor battery health remains nominal after firmware update.
-19291,2024-03-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.919,False,Supervisory alert generated after three consecutive threshold breaches.
-19292,2024-03-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.075,False,Warning threshold updated for pilot predictive-maintenance model.
-19293,2024-03-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.243,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19294,2024-03-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.715,False,Short-lived packet loss observed at edge gateway gw-02.
-19295,2024-03-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.6,False,Temperature variance narrowed after coolant nozzle cleaning.
-19296,2024-03-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.147,False,Maintenance note logged for coupling imbalance inspection.
-19297,2024-03-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.374,False,Vibration baseline recovered after tool holder replacement.
-19298,2024-03-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.139,False,Humidity baseline improved after seal replacement.
-19299,2024-03-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.613,False,Packaging line stop reduced adjacent vibration background.
-19300,2024-03-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.375,False,Transient outlier matched forklift impact near cabinet wall.
-19301,2024-03-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.471,False,Machine idle period extended during planned sanitation window.
-19302,2024-03-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.061,False,Thermal overshoot event coincided with recipe change on furnace.
-19303,2024-03-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.255,False,Air handler maintenance reduced humidity variance on finishing line.
-19304,2024-03-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.411,False,Quality team requested trace review for lot 24-118B.
-19305,2024-03-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.465,False,Pressure peak corresponds to oversized billet batch processing.
-19306,2024-03-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.591,False,Shift handoff note referenced unusual noise near press enclosure.
-19307,2024-03-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.255,False,Operator reported intermittent chatter on machine CNC-04.
-19308,2024-03-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.933,False,Transient outlier matched forklift impact near cabinet wall.
-19309,2024-03-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.467,False,Operator reported intermittent chatter on machine CNC-04.
-19310,2024-03-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.615,False,Sensor heartbeat delayed by one interval after gateway retry.
-19311,2024-03-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.928,False,Dust extraction fan offline for 18 minutes on line finishing.
-19312,2024-03-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.94,False,Vibration burst exceeds envelope during tool change cycle.
-19313,2024-03-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.641,False,Sensor battery health remains nominal after firmware update.
-19314,2024-03-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.459,False,SCADA backfill inserted two delayed telemetry points.
-19315,2024-03-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.072,False,Warning threshold updated for pilot predictive-maintenance model.
-19316,2024-03-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.187,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19317,2024-03-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.916,False,Operator reset acknowledged after red-tag inspection.
-19318,2024-03-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.665,False,Pressure settled back to nominal after valve reseat.
-19319,2024-03-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.083,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19320,2024-03-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.091,False,Coolant loop adjustment reduced chamber temperature spread.
-19321,2024-03-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.473,False,Unbalanced load introduced cyclical pressure ripple.
-19322,2024-03-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.867,False,Temperature variance narrowed after coolant nozzle cleaning.
-19323,2024-03-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.599,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19324,2024-03-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.849,False,Press cycle dwell time lengthened during high-volume batch.
-19325,2024-03-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.587,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19326,2024-03-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.463,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19327,2024-03-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.723,False,Quality hold reduced finishing booth activity for one shift.
-19328,2024-03-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.968,False,Sensor enclosure opened for manual calibration verification.
-19329,2024-03-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.304,False,Humidity excursion near finishing booth during coating run.
-19330,2024-03-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.774,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19331,2024-03-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.502,False,Thermal overshoot event coincided with recipe change on furnace.
-19332,2024-03-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.947,False,Thermal ramp exceeded expected warmup curve before shift start.
-19333,2024-03-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Temperature variance narrowed after coolant nozzle cleaning.
-19334,2024-03-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.569,False,Thermal ramp exceeded expected warmup curve before shift start.
-19335,2024-03-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.398,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19336,2024-03-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.619,False,Unbalanced load introduced cyclical pressure ripple.
-19337,2024-03-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.014,False,Press cycle dwell time lengthened during high-volume batch.
-19338,2024-03-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.991,False,Operator reported intermittent chatter on machine CNC-04.
-19339,2024-03-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.714,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19340,2024-03-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.655,False,Press cycle dwell time lengthened during high-volume batch.
-19341,2024-03-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.043,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19342,2024-03-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.155,False,Humidity climbed during dock-door open period in afternoon shift.
-19343,2024-03-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.172,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19344,2024-03-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.853,False,Condensation warning cleared after dehumidifier ramp-up.
-19345,2024-03-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.546,False,Sensor heartbeat delayed by one interval after gateway retry.
-19346,2024-03-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.104,False,Air handler maintenance reduced humidity variance on finishing line.
-19347,2024-03-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.304,False,Night shift startup produced higher than normal vibration floor.
-19348,2024-03-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.499,False,Dust extraction fan offline for 18 minutes on line finishing.
-19349,2024-03-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.96,False,Shift handoff note referenced unusual noise near press enclosure.
-19350,2024-03-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.809,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19351,2024-03-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.291,False,Night shift startup produced higher than normal vibration floor.
-19352,2024-03-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.689,False,Coolant loop adjustment reduced chamber temperature spread.
-19353,2024-03-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.787,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19354,2024-03-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.87,False,Packaging line stop reduced adjacent vibration background.
-19355,2024-03-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.17,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19356,2024-03-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.972,False,Pressure settled back to nominal after valve reseat.
-19357,2024-03-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.556,False,SCADA backfill inserted two delayed telemetry points.
-19358,2024-03-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.51,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19359,2024-03-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.906,False,Coolant loop adjustment reduced chamber temperature spread.
-19360,2024-03-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.389,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19361,2024-03-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.63,False,Quality team requested trace review for lot 24-118B.
-19362,2024-03-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.338,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19363,2024-03-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.619,False,Machine throughput increase drove sustained pressure uplift.
-19364,2024-03-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.146,False,Temperature remained elevated during unscheduled overtime run.
-19365,2024-03-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.399,False,Temperature remained elevated during unscheduled overtime run.
-19366,2024-03-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.381,False,Unbalanced load introduced cyclical pressure ripple.
-19367,2024-03-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.212,False,Coolant loop adjustment reduced chamber temperature spread.
-19368,2024-03-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.279,False,Pressure peak corresponds to oversized billet batch processing.
-19369,2024-03-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.389,False,Coolant loop adjustment reduced chamber temperature spread.
-19370,2024-03-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.575,False,Reliability engineer tagged sample window for model retraining.
-19371,2024-03-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.497,False,Temperature remained elevated during unscheduled overtime run.
-19372,2024-03-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.396,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19373,2024-03-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.518,False,Short-lived packet loss observed at edge gateway gw-02.
-19374,2024-03-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.478,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19375,2024-03-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.712,False,Sensor signal clipping observed during startup surge.
-19376,2024-03-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.323,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19377,2024-03-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.312,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19378,2024-03-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.896,False,Humidity excursion near finishing booth during coating run.
-19379,2024-03-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.453,False,Maintenance crew confirmed lubrication interval was missed.
-19380,2024-03-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.613,False,Unbalanced load introduced cyclical pressure ripple.
-19381,2024-03-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Short-lived packet loss observed at edge gateway gw-02.
-19382,2024-03-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.337,False,Edge collector replayed buffered events after network recovery.
-19383,2024-03-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.412,False,Machine throughput increase drove sustained pressure uplift.
-19384,2024-03-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.496,False,Reliability engineer tagged sample window for model retraining.
-19385,2024-03-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.245,False,Air handler maintenance reduced humidity variance on finishing line.
-19386,2024-03-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.023,False,Operator reported intermittent chatter on machine CNC-04.
-19387,2024-03-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.097,False,Bearing temperature rising faster than baseline on spindle cell.
-19388,2024-03-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.325,False,Reliability engineer tagged sample window for model retraining.
-19389,2024-03-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.565,False,Temperature variance narrowed after coolant nozzle cleaning.
-19390,2024-03-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.755,False,Warning threshold updated for pilot predictive-maintenance model.
-19391,2024-03-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.851,False,Dust extraction fan offline for 18 minutes on line finishing.
-19392,2024-03-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.772,False,Hydraulic line pressure oscillation detected under load.
-19393,2024-03-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.337,False,Supervisory alert generated after three consecutive threshold breaches.
-19394,2024-03-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.037,False,Maintenance scheduler deferred calibration due to spare shortage.
-19395,2024-03-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.657,False,Humidity readings track seasonal rise across late spring.
-19396,2024-03-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.922,False,Humidity baseline improved after seal replacement.
-19397,2024-03-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.797,False,Calibration check overdue by 11 days for press-line transducer.
-19398,2024-03-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.742,False,Calibration check overdue by 11 days for press-line transducer.
-19399,2024-03-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.277,False,Operator reported intermittent chatter on machine CNC-04.
-19400,2024-03-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.486,False,Transient outlier matched forklift impact near cabinet wall.
-19401,2024-03-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.121,False,Warning threshold updated for pilot predictive-maintenance model.
-19402,2024-03-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.417,False,Reliability engineer tagged sample window for model retraining.
-19403,2024-03-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.489,False,Night shift startup produced higher than normal vibration floor.
-19404,2024-03-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.511,False,Bearing temperature rising faster than baseline on spindle cell.
-19405,2024-03-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.916,False,SCADA backfill inserted two delayed telemetry points.
-19406,2024-03-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.695,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19407,2024-03-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.147,False,Maintenance scheduler deferred calibration due to spare shortage.
-19408,2024-03-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.759,False,Telemetry quality flag downgraded during sensor self-test window.
-19409,2024-03-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.793,False,Thermal ramp exceeded expected warmup curve before shift start.
-19410,2024-03-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.172,False,Short-lived packet loss observed at edge gateway gw-02.
-19411,2024-03-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.554,False,Warning threshold updated for pilot predictive-maintenance model.
-19412,2024-03-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.193,False,Pressure settled back to nominal after valve reseat.
-19413,2024-03-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.23,False,Pressure settled back to nominal after valve reseat.
-19414,2024-03-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.969,False,Telemetry quality flag downgraded during sensor self-test window.
-19415,2024-03-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.074,False,Thermal overshoot event coincided with recipe change on furnace.
-19416,2024-03-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.084,False,Maintenance note logged for coupling imbalance inspection.
-19417,2024-03-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Short-lived packet loss observed at edge gateway gw-02.
-19418,2024-03-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.592,False,Sensor battery health remains nominal after firmware update.
-19419,2024-03-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.165,False,Humidity readings track seasonal rise across late spring.
-19420,2024-03-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.274,False,Machine throughput increase drove sustained pressure uplift.
-19421,2024-03-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.789,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19422,2024-03-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.366,False,Bearing temperature rising faster than baseline on spindle cell.
-19423,2024-03-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.21,False,Sensor heartbeat delayed by one interval after gateway retry.
-19424,2024-03-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.918,False,Humidity climbed during dock-door open period in afternoon shift.
-19425,2024-03-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.496,False,Humidity excursion near finishing booth during coating run.
-19426,2024-03-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.346,False,Vibration burst exceeds envelope during tool change cycle.
-19427,2024-03-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.015,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19428,2024-03-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.5,False,Humidity baseline improved after seal replacement.
-19429,2024-03-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.04,False,SCADA backfill inserted two delayed telemetry points.
-19430,2024-03-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.596,False,Condensation warning cleared after dehumidifier ramp-up.
-19431,2024-03-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.258,False,Edge collector replayed buffered events after network recovery.
-19432,2024-03-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.362,False,Reliability engineer tagged sample window for model retraining.
-19433,2024-03-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19434,2024-03-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.381,False,Bearing temperature rising faster than baseline on spindle cell.
-19435,2024-03-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.553,False,Night shift startup produced higher than normal vibration floor.
-19436,2024-03-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.047,False,Air handler maintenance reduced humidity variance on finishing line.
-19437,2024-03-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.093,False,Thermal ramp exceeded expected warmup curve before shift start.
-19438,2024-03-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.479,False,Humidity baseline improved after seal replacement.
-19439,2024-03-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.177,False,Transient outlier matched forklift impact near cabinet wall.
-19440,2024-03-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.226,False,Unbalanced load introduced cyclical pressure ripple.
-19441,2024-03-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.853,False,Machine idle period extended during planned sanitation window.
-19442,2024-03-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.421,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19443,2024-03-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.797,False,Machine throughput increase drove sustained pressure uplift.
-19444,2024-03-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.222,False,Humidity baseline improved after seal replacement.
-19445,2024-03-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.508,False,Calibration check overdue by 11 days for press-line transducer.
-19446,2024-03-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.287,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19447,2024-03-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.903,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19448,2024-03-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.491,False,Humidity readings track seasonal rise across late spring.
-19449,2024-03-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.369,False,SCADA backfill inserted two delayed telemetry points.
-19450,2024-03-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,62.879,False,Thermal ramp exceeded expected warmup curve before shift start.
-19451,2024-03-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.506,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19452,2024-03-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.855,False,Edge collector replayed buffered events after network recovery.
-19453,2024-03-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.562,False,Press cycle dwell time lengthened during high-volume batch.
-19454,2024-03-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.55,False,Vibration burst exceeds envelope during tool change cycle.
-19455,2024-03-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.611,False,Condensation warning cleared after dehumidifier ramp-up.
-19456,2024-03-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.249,False,SCADA backfill inserted two delayed telemetry points.
-19457,2024-03-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.495,False,Operator reset acknowledged after red-tag inspection.
-19458,2024-03-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.855,False,Coolant loop adjustment reduced chamber temperature spread.
-19459,2024-03-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.115,False,SCADA backfill inserted two delayed telemetry points.
-19460,2024-03-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.463,False,Sensor enclosure opened for manual calibration verification.
-19461,2024-03-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.88,False,Hydraulic line pressure oscillation detected under load.
-19462,2024-03-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.348,False,Humidity readings track seasonal rise across late spring.
-19463,2024-03-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.306,False,Humidity excursion near finishing booth during coating run.
-19464,2024-03-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.391,False,Pressure settled back to nominal after valve reseat.
-19465,2024-03-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.896,False,Sensor battery health remains nominal after firmware update.
-19466,2024-03-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.112,False,Air handler maintenance reduced humidity variance on finishing line.
-19467,2024-03-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.163,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19468,2024-03-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.735,False,Hydraulic line pressure oscillation detected under load.
-19469,2024-03-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.428,False,Sensor signal clipping observed during startup surge.
-19470,2024-03-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.809,False,Temperature variance narrowed after coolant nozzle cleaning.
-19471,2024-03-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.946,False,Press cycle dwell time lengthened during high-volume batch.
-19472,2024-03-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.003,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19473,2024-03-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.849,False,Edge collector replayed buffered events after network recovery.
-19474,2024-03-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.549,False,Dust extraction fan offline for 18 minutes on line finishing.
-19475,2024-03-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,10.047,False,Vibration baseline recovered after tool holder replacement.
-19476,2024-03-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.265,False,Warning threshold updated for pilot predictive-maintenance model.
-19477,2024-03-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.958,False,Machine throughput increase drove sustained pressure uplift.
-19478,2024-03-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.917,False,Temporary gateway failover completed without data loss.
-19479,2024-03-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Anomaly review flagged possible bearing wear progression.
-19480,2024-03-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.354,False,Vibration harmonics broadened during extended production run.
-19481,2024-03-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.46,False,SCADA backfill inserted two delayed telemetry points.
-19482,2024-03-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.636,False,Short-lived packet loss observed at edge gateway gw-02.
-19483,2024-03-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.807,False,SCADA backfill inserted two delayed telemetry points.
-19484,2024-03-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.058,False,Sensor battery health remains nominal after firmware update.
-19485,2024-03-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.32,False,Thermal overshoot event coincided with recipe change on furnace.
-19486,2024-03-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.87,False,Unbalanced load introduced cyclical pressure ripple.
-19487,2024-03-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.322,False,Quality hold reduced finishing booth activity for one shift.
-19488,2024-03-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.132,False,Short-lived packet loss observed at edge gateway gw-02.
-19489,2024-03-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.669,False,Vibration baseline recovered after tool holder replacement.
-19490,2024-03-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.339,False,Humidity excursion near finishing booth during coating run.
-19491,2024-03-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.776,False,Press cycle dwell time lengthened during high-volume batch.
-19492,2024-03-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.753,False,Operator reset acknowledged after red-tag inspection.
-19493,2024-03-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Temporary gateway failover completed without data loss.
-19494,2024-03-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.98,False,Packaging line stop reduced adjacent vibration background.
-19495,2024-03-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.873,False,Operator reset acknowledged after red-tag inspection.
-19496,2024-03-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.992,False,Anomaly review flagged possible bearing wear progression.
-19497,2024-03-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.852,False,Supervisory alert generated after three consecutive threshold breaches.
-19498,2024-03-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.682,False,Humidity climbed during dock-door open period in afternoon shift.
-19499,2024-03-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.713,False,SCADA backfill inserted two delayed telemetry points.
-19500,2024-03-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.501,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19501,2024-03-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.846,False,Anomaly review flagged possible bearing wear progression.
-19502,2024-03-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.228,False,Machine throughput increase drove sustained pressure uplift.
-19503,2024-03-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.662,False,Night shift startup produced higher than normal vibration floor.
-19504,2024-03-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.773,False,Supervisory alert generated after three consecutive threshold breaches.
-19505,2024-03-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.997,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19506,2024-03-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.753,False,Sensor signal clipping observed during startup surge.
-19507,2024-03-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.882,False,Sensor battery health remains nominal after firmware update.
-19508,2024-03-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.003,False,Coolant loop adjustment reduced chamber temperature spread.
-19509,2024-03-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.321,False,Sensor signal clipping observed during startup surge.
-19510,2024-03-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.889,False,Operator reset acknowledged after red-tag inspection.
-19511,2024-03-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.575,False,Press cycle dwell time lengthened during high-volume batch.
-19512,2024-03-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.759,False,Sensor signal clipping observed during startup surge.
-19513,2024-03-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.939,False,Temperature variance narrowed after coolant nozzle cleaning.
-19514,2024-03-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.138,False,Machine throughput increase drove sustained pressure uplift.
-19515,2024-03-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.034,False,Bearing temperature rising faster than baseline on spindle cell.
-19516,2024-03-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.997,False,Vibration burst exceeds envelope during tool change cycle.
-19517,2024-03-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Pressure settled back to nominal after valve reseat.
-19518,2024-03-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.861,False,Night shift startup produced higher than normal vibration floor.
-19519,2024-03-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.898,False,Vibration baseline recovered after tool holder replacement.
-19520,2024-03-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.521,False,Machine throughput increase drove sustained pressure uplift.
-19521,2024-03-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.038,False,Machine idle period extended during planned sanitation window.
-19522,2024-03-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,55.978,False,Short-lived packet loss observed at edge gateway gw-02.
-19523,2024-03-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.798,False,Vibration baseline recovered after tool holder replacement.
-19524,2024-03-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.279,False,Pressure settled back to nominal after valve reseat.
-19525,2024-03-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.841,False,Packaging line stop reduced adjacent vibration background.
-19526,2024-03-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.742,False,Warning threshold updated for pilot predictive-maintenance model.
-19527,2024-03-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.367,False,Pressure line purge completed before restart authorization.
-19528,2024-03-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.161,False,Thermal overshoot event coincided with recipe change on furnace.
-19529,2024-03-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Air handler maintenance reduced humidity variance on finishing line.
-19530,2024-03-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.129,False,Temperature remained elevated during unscheduled overtime run.
-19531,2024-03-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.613,False,Humidity climbed during dock-door open period in afternoon shift.
-19532,2024-03-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.967,False,Transient outlier matched forklift impact near cabinet wall.
-19533,2024-03-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.837,False,Transient outlier matched forklift impact near cabinet wall.
-19534,2024-03-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.127,False,Maintenance scheduler deferred calibration due to spare shortage.
-19535,2024-03-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.726,False,SCADA backfill inserted two delayed telemetry points.
-19536,2024-03-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.843,False,Press cycle dwell time lengthened during high-volume batch.
-19537,2024-03-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Vibration burst exceeds envelope during tool change cycle.
-19538,2024-03-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.869,False,Condensation warning cleared after dehumidifier ramp-up.
-19539,2024-03-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.294,False,Press cycle dwell time lengthened during high-volume batch.
-19540,2024-03-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.136,False,Packaging line stop reduced adjacent vibration background.
-19541,2024-03-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.118,False,Coolant loop adjustment reduced chamber temperature spread.
-19542,2024-03-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.673,False,Maintenance note logged for coupling imbalance inspection.
-19543,2024-03-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.464,False,Maintenance scheduler deferred calibration due to spare shortage.
-19544,2024-03-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.579,False,Press cycle dwell time lengthened during high-volume batch.
-19545,2024-03-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Machine idle period extended during planned sanitation window.
-19546,2024-03-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.962,False,Humidity baseline improved after seal replacement.
-19547,2024-03-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.821,False,Vibration burst exceeds envelope during tool change cycle.
-19548,2024-03-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.082,False,Sensor heartbeat delayed by one interval after gateway retry.
-19549,2024-03-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.389,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19550,2024-03-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.36,False,Humidity climbed during dock-door open period in afternoon shift.
-19551,2024-03-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.71,False,Pressure line purge completed before restart authorization.
-19552,2024-03-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.239,False,Air handler maintenance reduced humidity variance on finishing line.
-19553,2024-03-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.246,False,SCADA backfill inserted two delayed telemetry points.
-19554,2024-03-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.166,False,Transient outlier matched forklift impact near cabinet wall.
-19555,2024-03-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.296,False,Anomaly review flagged possible bearing wear progression.
-19556,2024-03-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.241,False,Pressure settled back to nominal after valve reseat.
-19557,2024-03-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.509,False,Warning threshold updated for pilot predictive-maintenance model.
-19558,2024-03-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.766,False,Packaging line stop reduced adjacent vibration background.
-19559,2024-03-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.868,False,Pressure peak corresponds to oversized billet batch processing.
-19560,2024-03-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.902,False,Vibration harmonics broadened during extended production run.
-19561,2024-03-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.052,False,Quality team requested trace review for lot 24-118B.
-19562,2024-03-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.504,False,Pressure peak corresponds to oversized billet batch processing.
-19563,2024-03-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.617,False,Night shift startup produced higher than normal vibration floor.
-19564,2024-03-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.585,False,Short-lived packet loss observed at edge gateway gw-02.
-19565,2024-03-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.108,False,Press cycle dwell time lengthened during high-volume batch.
-19566,2024-03-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.482,False,Transient outlier matched forklift impact near cabinet wall.
-19567,2024-03-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.685,False,Operator reported intermittent chatter on machine CNC-04.
-19568,2024-03-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.811,False,Shift handoff note referenced unusual noise near press enclosure.
-19569,2024-03-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.65,False,Pressure line purge completed before restart authorization.
-19570,2024-03-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.755,False,Telemetry quality flag downgraded during sensor self-test window.
-19571,2024-03-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.631,False,Condensation warning cleared after dehumidifier ramp-up.
-19572,2024-03-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.068,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19573,2024-03-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Machine idle period extended during planned sanitation window.
-19574,2024-03-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.022,False,Bearing temperature rising faster than baseline on spindle cell.
-19575,2024-03-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.74,False,Press cycle dwell time lengthened during high-volume batch.
-19576,2024-03-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.427,False,Packaging line stop reduced adjacent vibration background.
-19577,2024-03-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.3,False,Operator reported intermittent chatter on machine CNC-04.
-19578,2024-03-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.671,False,Night shift startup produced higher than normal vibration floor.
-19579,2024-03-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.522,False,Condensation warning cleared after dehumidifier ramp-up.
-19580,2024-03-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.144,False,Quality hold reduced finishing booth activity for one shift.
-19581,2024-03-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.839,False,Warning threshold updated for pilot predictive-maintenance model.
-19582,2024-03-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.507,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19583,2024-03-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.929,False,Sensor battery health remains nominal after firmware update.
-19584,2024-03-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.236,False,Sensor enclosure opened for manual calibration verification.
-19585,2024-03-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.135,False,Unbalanced load introduced cyclical pressure ripple.
-19586,2024-03-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.375,False,Temperature variance narrowed after coolant nozzle cleaning.
-19587,2024-03-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.617,False,SCADA backfill inserted two delayed telemetry points.
-19588,2024-03-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.397,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19589,2024-03-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.777,False,Vibration harmonics broadened during extended production run.
-19590,2024-03-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.675,False,Operator reported intermittent chatter on machine CNC-04.
-19591,2024-03-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.532,False,Pressure settled back to nominal after valve reseat.
-19592,2024-03-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,34.963,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19593,2024-03-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.315,False,Quality team requested trace review for lot 24-118B.
-19594,2024-03-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.047,False,Quality hold reduced finishing booth activity for one shift.
-19595,2024-03-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.242,False,Humidity readings track seasonal rise across late spring.
-19596,2024-03-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.756,False,Edge collector replayed buffered events after network recovery.
-19597,2024-03-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.969,False,Supervisory alert generated after three consecutive threshold breaches.
-19598,2024-03-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.908,False,Quality hold reduced finishing booth activity for one shift.
-19599,2024-03-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.076,False,Transient outlier matched forklift impact near cabinet wall.
-19600,2024-03-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.195,False,Humidity baseline improved after seal replacement.
-19601,2024-03-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.994,False,Sensor heartbeat delayed by one interval after gateway retry.
-19602,2024-03-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.956,False,Coolant loop adjustment reduced chamber temperature spread.
-19603,2024-03-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.555,False,Vibration harmonics broadened during extended production run.
-19604,2024-03-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.148,False,Maintenance scheduler deferred calibration due to spare shortage.
-19605,2024-03-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.488,False,Sensor heartbeat delayed by one interval after gateway retry.
-19606,2024-03-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.344,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19607,2024-03-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.5,False,Quality team requested trace review for lot 24-118B.
-19608,2024-03-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.901,False,Humidity readings track seasonal rise across late spring.
-19609,2024-03-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.682,False,Thermal ramp exceeded expected warmup curve before shift start.
-19610,2024-03-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.244,False,Edge collector replayed buffered events after network recovery.
-19611,2024-03-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.886,False,Transient outlier matched forklift impact near cabinet wall.
-19612,2024-03-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.722,False,Coolant loop adjustment reduced chamber temperature spread.
-19613,2024-03-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.101,False,Air handler maintenance reduced humidity variance on finishing line.
-19614,2024-03-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.703,False,Supervisory alert generated after three consecutive threshold breaches.
-19615,2024-03-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.685,False,Maintenance crew confirmed lubrication interval was missed.
-19616,2024-03-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.174,False,Maintenance note logged for coupling imbalance inspection.
-19617,2024-03-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.35,False,Bearing temperature rising faster than baseline on spindle cell.
-19618,2024-03-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.61,False,Maintenance crew confirmed lubrication interval was missed.
-19619,2024-03-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.938,False,Pressure peak corresponds to oversized billet batch processing.
-19620,2024-03-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.827,False,Vibration burst exceeds envelope during tool change cycle.
-19621,2024-03-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.243,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19622,2024-03-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.173,False,Humidity excursion near finishing booth during coating run.
-19623,2024-03-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.868,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19624,2024-03-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.431,False,Sensor heartbeat delayed by one interval after gateway retry.
-19625,2024-03-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Warning threshold updated for pilot predictive-maintenance model.
-19626,2024-03-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.937,False,Short-lived packet loss observed at edge gateway gw-02.
-19627,2024-03-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.824,False,Anomaly review flagged possible bearing wear progression.
-19628,2024-03-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,52.757,False,Pressure settled back to nominal after valve reseat.
-19629,2024-03-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.578,False,Pressure settled back to nominal after valve reseat.
-19630,2024-03-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.546,False,Maintenance scheduler deferred calibration due to spare shortage.
-19631,2024-03-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.191,False,Unbalanced load introduced cyclical pressure ripple.
-19632,2024-03-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.163,False,Humidity baseline improved after seal replacement.
-19633,2024-03-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.999,False,Maintenance crew confirmed lubrication interval was missed.
-19634,2024-03-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.663,False,Maintenance crew confirmed lubrication interval was missed.
-19635,2024-03-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.475,False,Sensor battery health remains nominal after firmware update.
-19636,2024-03-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.093,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19637,2024-03-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.583,False,Packaging line stop reduced adjacent vibration background.
-19638,2024-03-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.514,False,Thermal ramp exceeded expected warmup curve before shift start.
-19639,2024-03-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.509,False,Temperature variance narrowed after coolant nozzle cleaning.
-19640,2024-03-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.677,False,Temperature remained elevated during unscheduled overtime run.
-19641,2024-03-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.035,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19642,2024-03-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.12,False,Warning threshold updated for pilot predictive-maintenance model.
-19643,2024-03-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.632,False,Night shift startup produced higher than normal vibration floor.
-19644,2024-03-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.595,False,Sensor battery health remains nominal after firmware update.
-19645,2024-03-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.155,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19646,2024-03-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.351,False,Edge collector replayed buffered events after network recovery.
-19647,2024-03-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.939,False,Calibration check overdue by 11 days for press-line transducer.
-19648,2024-03-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.737,False,SCADA backfill inserted two delayed telemetry points.
-19649,2024-03-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.305,False,Air handler maintenance reduced humidity variance on finishing line.
-19650,2024-03-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.269,False,Short-lived packet loss observed at edge gateway gw-02.
-19651,2024-03-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.828,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19652,2024-03-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.398,False,Machine idle period extended during planned sanitation window.
-19653,2024-03-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.105,False,Bearing temperature rising faster than baseline on spindle cell.
-19654,2024-03-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.816,False,Anomaly review flagged possible bearing wear progression.
-19655,2024-03-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.201,False,Maintenance scheduler deferred calibration due to spare shortage.
-19656,2024-03-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.676,False,Maintenance crew confirmed lubrication interval was missed.
-19657,2024-03-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.783,False,Maintenance scheduler deferred calibration due to spare shortage.
-19658,2024-03-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.561,False,Sensor enclosure opened for manual calibration verification.
-19659,2024-03-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.383,False,Maintenance crew confirmed lubrication interval was missed.
-19660,2024-03-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.197,False,Press cycle dwell time lengthened during high-volume batch.
-19661,2024-03-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.423,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19662,2024-03-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.637,False,Humidity baseline improved after seal replacement.
-19663,2024-03-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.518,False,Telemetry quality flag downgraded during sensor self-test window.
-19664,2024-03-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.458,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19665,2024-03-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.041,False,Thermal ramp exceeded expected warmup curve before shift start.
-19666,2024-03-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.478,False,Temperature variance narrowed after coolant nozzle cleaning.
-19667,2024-03-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.208,False,Warning threshold updated for pilot predictive-maintenance model.
-19668,2024-03-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.125,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19669,2024-03-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.38,False,Anomaly review flagged possible bearing wear progression.
-19670,2024-03-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.503,False,Humidity climbed during dock-door open period in afternoon shift.
-19671,2024-03-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.794,False,Operator reported intermittent chatter on machine CNC-04.
-19672,2024-03-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.231,False,Anomaly review flagged possible bearing wear progression.
-19673,2024-03-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Sensor enclosure opened for manual calibration verification.
-19674,2024-03-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.664,False,Operator reset acknowledged after red-tag inspection.
-19675,2024-03-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.581,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19676,2024-03-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.779,False,Unbalanced load introduced cyclical pressure ripple.
-19677,2024-03-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.866,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19678,2024-03-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.175,False,Bearing temperature rising faster than baseline on spindle cell.
-19679,2024-03-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.376,False,Quality team requested trace review for lot 24-118B.
-19680,2024-03-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.796,False,Condensation warning cleared after dehumidifier ramp-up.
-19681,2024-03-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.481,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19682,2024-03-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.231,False,Air handler maintenance reduced humidity variance on finishing line.
-19683,2024-03-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.697,False,Thermal overshoot event coincided with recipe change on furnace.
-19684,2024-03-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.809,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19685,2024-03-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.522,False,Quality team requested trace review for lot 24-118B.
-19686,2024-03-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.452,False,Bearing temperature rising faster than baseline on spindle cell.
-19687,2024-03-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.281,False,Edge collector replayed buffered events after network recovery.
-19688,2024-03-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.592,False,Maintenance scheduler deferred calibration due to spare shortage.
-19689,2024-03-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.732,False,Thermal ramp exceeded expected warmup curve before shift start.
-19690,2024-03-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.754,False,Anomaly review flagged possible bearing wear progression.
-19691,2024-03-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.073,False,Temporary gateway failover completed without data loss.
-19692,2024-03-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.447,False,Sensor battery health remains nominal after firmware update.
-19693,2024-03-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19694,2024-03-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.728,False,Vibration harmonics broadened during extended production run.
-19695,2024-03-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.931,False,Maintenance crew confirmed lubrication interval was missed.
-19696,2024-03-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.326,False,Sensor enclosure opened for manual calibration verification.
-19697,2024-03-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.401,False,Sensor heartbeat delayed by one interval after gateway retry.
-19698,2024-03-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.781,False,Thermal overshoot event coincided with recipe change on furnace.
-19699,2024-03-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.072,False,Humidity baseline improved after seal replacement.
-19700,2024-03-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.764,False,Maintenance note logged for coupling imbalance inspection.
-19701,2024-03-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.763,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19702,2024-03-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.497,False,Maintenance note logged for coupling imbalance inspection.
-19703,2024-03-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.983,False,Coolant loop adjustment reduced chamber temperature spread.
-19704,2024-03-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.742,False,Maintenance scheduler deferred calibration due to spare shortage.
-19705,2024-03-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.271,False,Temperature variance narrowed after coolant nozzle cleaning.
-19706,2024-03-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.128,False,Condensation warning cleared after dehumidifier ramp-up.
-19707,2024-03-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.77,False,Telemetry quality flag downgraded during sensor self-test window.
-19708,2024-03-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.102,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19709,2024-03-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.823,False,Quality hold reduced finishing booth activity for one shift.
-19710,2024-03-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.498,False,Quality team requested trace review for lot 24-118B.
-19711,2024-03-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.309,False,Calibration check overdue by 11 days for press-line transducer.
-19712,2024-03-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.496,False,Sensor heartbeat delayed by one interval after gateway retry.
-19713,2024-03-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Telemetry quality flag downgraded during sensor self-test window.
-19714,2024-03-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.609,False,Dust extraction fan offline for 18 minutes on line finishing.
-19715,2024-03-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.597,False,Temperature remained elevated during unscheduled overtime run.
-19716,2024-03-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.619,False,Night shift startup produced higher than normal vibration floor.
-19717,2024-03-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19718,2024-03-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.774,False,SCADA backfill inserted two delayed telemetry points.
-19719,2024-03-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.139,False,Sensor heartbeat delayed by one interval after gateway retry.
-19720,2024-03-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.898,False,Humidity climbed during dock-door open period in afternoon shift.
-19721,2024-03-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.817,False,Sensor heartbeat delayed by one interval after gateway retry.
-19722,2024-03-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.007,False,Telemetry quality flag downgraded during sensor self-test window.
-19723,2024-03-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.235,False,Maintenance crew confirmed lubrication interval was missed.
-19724,2024-03-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.582,False,Telemetry quality flag downgraded during sensor self-test window.
-19725,2024-03-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.83,False,SCADA backfill inserted two delayed telemetry points.
-19726,2024-03-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.42,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19727,2024-03-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.214,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19728,2024-03-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.967,False,Air handler maintenance reduced humidity variance on finishing line.
-19729,2024-03-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.953,False,Air handler maintenance reduced humidity variance on finishing line.
-19730,2024-03-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.027,False,Bearing temperature rising faster than baseline on spindle cell.
-19731,2024-03-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.382,False,SCADA backfill inserted two delayed telemetry points.
-19732,2024-03-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.542,False,Sensor signal clipping observed during startup surge.
-19733,2024-03-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.461,False,Sensor battery health remains nominal after firmware update.
-19734,2024-03-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.47,False,Dust extraction fan offline for 18 minutes on line finishing.
-19735,2024-03-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.991,False,Anomaly review flagged possible bearing wear progression.
-19736,2024-03-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.352,False,Pressure peak corresponds to oversized billet batch processing.
-19737,2024-03-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.386,False,Operator reported intermittent chatter on machine CNC-04.
-19738,2024-03-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.864,False,Night shift startup produced higher than normal vibration floor.
-19739,2024-03-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.442,False,Bearing temperature rising faster than baseline on spindle cell.
-19740,2024-03-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.764,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19741,2024-03-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.28,False,Quality team requested trace review for lot 24-118B.
-19742,2024-03-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.917,False,Maintenance note logged for coupling imbalance inspection.
-19743,2024-03-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Sensor heartbeat delayed by one interval after gateway retry.
-19744,2024-03-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.17,False,Supervisory alert generated after three consecutive threshold breaches.
-19745,2024-03-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.751,False,Maintenance crew confirmed lubrication interval was missed.
-19746,2024-03-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.369,False,Quality team requested trace review for lot 24-118B.
-19747,2024-03-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.557,False,Maintenance note logged for coupling imbalance inspection.
-19748,2024-03-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.709,False,Temperature remained elevated during unscheduled overtime run.
-19749,2024-03-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Sensor heartbeat delayed by one interval after gateway retry.
-19750,2024-03-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.551,False,Temperature remained elevated during unscheduled overtime run.
-19751,2024-03-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.416,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19752,2024-03-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.463,False,Sensor enclosure opened for manual calibration verification.
-19753,2024-03-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.93,False,Maintenance note logged for coupling imbalance inspection.
-19754,2024-03-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.047,False,Coolant loop adjustment reduced chamber temperature spread.
-19755,2024-03-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.741,False,Vibration harmonics broadened during extended production run.
-19756,2024-03-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.614,False,Night shift startup produced higher than normal vibration floor.
-19757,2024-03-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.9,False,Press cycle dwell time lengthened during high-volume batch.
-19758,2024-03-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.711,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19759,2024-03-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.332,False,Shift handoff note referenced unusual noise near press enclosure.
-19760,2024-03-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,58.205,False,Temperature remained elevated during unscheduled overtime run.
-19761,2024-03-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.909,False,Thermal overshoot event coincided with recipe change on furnace.
-19762,2024-03-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.269,False,Maintenance crew confirmed lubrication interval was missed.
-19763,2024-03-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.988,False,Thermal ramp exceeded expected warmup curve before shift start.
-19764,2024-03-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.749,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19765,2024-03-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Temporary gateway failover completed without data loss.
-19766,2024-03-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.045,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19767,2024-03-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.428,False,Packaging line stop reduced adjacent vibration background.
-19768,2024-03-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.91,False,Vibration burst exceeds envelope during tool change cycle.
-19769,2024-03-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.918,False,Transient outlier matched forklift impact near cabinet wall.
-19770,2024-03-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.812,False,Thermal overshoot event coincided with recipe change on furnace.
-19771,2024-03-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.956,False,Vibration harmonics broadened during extended production run.
-19772,2024-03-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.755,False,Sensor enclosure opened for manual calibration verification.
-19773,2024-03-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.682,False,Vibration harmonics broadened during extended production run.
-19774,2024-03-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.057,False,Temporary gateway failover completed without data loss.
-19775,2024-03-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.423,False,Night shift startup produced higher than normal vibration floor.
-19776,2024-03-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.461,False,Hydraulic line pressure oscillation detected under load.
-19777,2024-03-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.107,False,Packaging line stop reduced adjacent vibration background.
-19778,2024-03-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.783,False,Humidity excursion near finishing booth during coating run.
-19779,2024-03-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.951,False,Telemetry quality flag downgraded during sensor self-test window.
-19780,2024-03-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.29,False,Short-lived packet loss observed at edge gateway gw-02.
-19781,2024-03-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.332,False,Condensation warning cleared after dehumidifier ramp-up.
-19782,2024-03-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.668,False,Coolant loop adjustment reduced chamber temperature spread.
-19783,2024-03-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.235,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19784,2024-03-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.221,False,Humidity readings track seasonal rise across late spring.
-19785,2024-03-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.233,False,Packaging line stop reduced adjacent vibration background.
-19786,2024-03-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.467,False,Sensor heartbeat delayed by one interval after gateway retry.
-19787,2024-03-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.878,False,Vibration baseline recovered after tool holder replacement.
-19788,2024-03-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.504,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19789,2024-03-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.635,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19790,2024-03-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.534,False,Transient outlier matched forklift impact near cabinet wall.
-19791,2024-03-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.2,False,Temperature variance narrowed after coolant nozzle cleaning.
-19792,2024-03-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.442,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19793,2024-03-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.913,False,Vibration baseline recovered after tool holder replacement.
-19794,2024-03-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,82.235,False,Sensor enclosure opened for manual calibration verification.
-19795,2024-03-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.921,False,Transient outlier matched forklift impact near cabinet wall.
-19796,2024-03-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.113,False,Short-lived packet loss observed at edge gateway gw-02.
-19797,2024-03-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.707,False,Maintenance note logged for coupling imbalance inspection.
-19798,2024-03-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.711,False,Telemetry quality flag downgraded during sensor self-test window.
-19799,2024-03-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.185,False,Vibration baseline recovered after tool holder replacement.
-19800,2024-03-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.282,False,Vibration harmonics broadened during extended production run.
-19801,2024-03-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.218,False,Pressure line purge completed before restart authorization.
-19802,2024-03-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.646,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19803,2024-03-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.642,False,Machine idle period extended during planned sanitation window.
-19804,2024-03-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.521,False,Sensor signal clipping observed during startup surge.
-19805,2024-03-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.779,False,Warning threshold updated for pilot predictive-maintenance model.
-19806,2024-03-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.473,False,Reliability engineer tagged sample window for model retraining.
-19807,2024-03-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.464,False,Reliability engineer tagged sample window for model retraining.
-19808,2024-03-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.763,False,Coolant loop adjustment reduced chamber temperature spread.
-19809,2024-03-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.149,False,Thermal overshoot event coincided with recipe change on furnace.
-19810,2024-03-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.087,False,Press cycle dwell time lengthened during high-volume batch.
-19811,2024-03-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.263,False,Maintenance note logged for coupling imbalance inspection.
-19812,2024-03-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.282,False,Humidity excursion near finishing booth during coating run.
-19813,2024-03-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.959,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19814,2024-03-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.254,False,Press cycle dwell time lengthened during high-volume batch.
-19815,2024-03-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.208,False,Vibration burst exceeds envelope during tool change cycle.
-19816,2024-03-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.189,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19817,2024-03-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.079,False,Press cycle dwell time lengthened during high-volume batch.
-19818,2024-03-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.926,False,Edge collector replayed buffered events after network recovery.
-19819,2024-03-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.459,False,Transient outlier matched forklift impact near cabinet wall.
-19820,2024-03-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.159,False,Night shift startup produced higher than normal vibration floor.
-19821,2024-03-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.667,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19822,2024-03-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.713,False,Temperature variance narrowed after coolant nozzle cleaning.
-19823,2024-03-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.48,False,Operator reset acknowledged after red-tag inspection.
-19824,2024-03-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.948,False,Telemetry quality flag downgraded during sensor self-test window.
-19825,2024-03-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.645,False,Humidity readings track seasonal rise across late spring.
-19826,2024-03-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.41,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19827,2024-03-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.327,False,Humidity excursion near finishing booth during coating run.
-19828,2024-03-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.222,False,Humidity excursion near finishing booth during coating run.
-19829,2024-03-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.035,False,Vibration burst exceeds envelope during tool change cycle.
-19830,2024-03-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.855,False,Vibration harmonics broadened during extended production run.
-19831,2024-03-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.522,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19832,2024-03-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.081,False,Vibration burst exceeds envelope during tool change cycle.
-19833,2024-03-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.698,False,Press cycle dwell time lengthened during high-volume batch.
-19834,2024-03-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.678,False,Hydraulic line pressure oscillation detected under load.
-19835,2024-03-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.584,False,Edge collector replayed buffered events after network recovery.
-19836,2024-03-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.802,False,SCADA backfill inserted two delayed telemetry points.
-19837,2024-03-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.145,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19838,2024-03-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.212,False,Edge collector replayed buffered events after network recovery.
-19839,2024-03-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.16,False,Edge collector replayed buffered events after network recovery.
-19840,2024-03-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.722,False,Hydraulic line pressure oscillation detected under load.
-19841,2024-03-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.044,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19842,2024-03-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,59.368,False,Thermal overshoot event coincided with recipe change on furnace.
-19843,2024-03-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.962,False,SCADA backfill inserted two delayed telemetry points.
-19844,2024-03-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.471,False,Vibration harmonics broadened during extended production run.
-19845,2024-03-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.87,False,Machine idle period extended during planned sanitation window.
-19846,2024-03-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.062,False,Short-lived packet loss observed at edge gateway gw-02.
-19847,2024-03-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.424,False,Telemetry quality flag downgraded during sensor self-test window.
-19848,2024-03-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.801,False,Machine idle period extended during planned sanitation window.
-19849,2024-03-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.213,False,Air handler maintenance reduced humidity variance on finishing line.
-19850,2024-03-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.491,False,Temperature variance narrowed after coolant nozzle cleaning.
-19851,2024-03-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.048,False,Anomaly review flagged possible bearing wear progression.
-19852,2024-03-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.267,False,Machine idle period extended during planned sanitation window.
-19853,2024-03-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.055,False,Quality hold reduced finishing booth activity for one shift.
-19854,2024-03-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.04,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19855,2024-03-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.155,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19856,2024-03-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.728,False,Short-lived packet loss observed at edge gateway gw-02.
-19857,2024-03-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.43,False,Reliability engineer tagged sample window for model retraining.
-19858,2024-03-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.564,False,Press cycle dwell time lengthened during high-volume batch.
-19859,2024-03-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.481,False,Vibration burst exceeds envelope during tool change cycle.
-19860,2024-03-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.024,False,Vibration baseline recovered after tool holder replacement.
-19861,2024-03-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.818,False,Dust extraction fan offline for 18 minutes on line finishing.
-19862,2024-03-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.177,False,Press cycle dwell time lengthened during high-volume batch.
-19863,2024-03-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.37,False,Quality hold reduced finishing booth activity for one shift.
-19864,2024-03-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.337,False,Short-lived packet loss observed at edge gateway gw-02.
-19865,2024-03-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.689,False,Temporary gateway failover completed without data loss.
-19866,2024-03-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.302,False,Humidity baseline improved after seal replacement.
-19867,2024-03-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.966,False,Sensor enclosure opened for manual calibration verification.
-19868,2024-03-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.694,False,Pressure peak corresponds to oversized billet batch processing.
-19869,2024-03-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.029,False,Press cycle dwell time lengthened during high-volume batch.
-19870,2024-03-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.841,False,Pressure peak corresponds to oversized billet batch processing.
-19871,2024-03-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.867,False,Transient outlier matched forklift impact near cabinet wall.
-19872,2024-03-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.144,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-19873,2024-03-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.065,False,SCADA backfill inserted two delayed telemetry points.
-19874,2024-03-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.034,False,Humidity excursion near finishing booth during coating run.
-19875,2024-03-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.544,False,Air handler maintenance reduced humidity variance on finishing line.
-19876,2024-03-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.475,False,Temporary gateway failover completed without data loss.
-19877,2024-03-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.526,False,Machine idle period extended during planned sanitation window.
-19878,2024-03-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.853,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19879,2024-03-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.508,False,Sensor 3 drift suspected after cross-check with manual gauge.
-19880,2024-03-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.87,False,Pressure settled back to nominal after valve reseat.
-19881,2024-03-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.769,False,Air handler maintenance reduced humidity variance on finishing line.
-19882,2024-03-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.415,False,Telemetry quality flag downgraded during sensor self-test window.
-19883,2024-03-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.638,False,Supervisory alert generated after three consecutive threshold breaches.
-19884,2024-03-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.628,False,Temperature variance narrowed after coolant nozzle cleaning.
-19885,2024-03-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.858,False,Maintenance crew confirmed lubrication interval was missed.
-19886,2024-03-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.188,False,Machine throughput increase drove sustained pressure uplift.
-19887,2024-03-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Pressure peak corresponds to oversized billet batch processing.
-19888,2024-03-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.269,False,SCADA backfill inserted two delayed telemetry points.
-19889,2024-03-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.686,False,Night shift startup produced higher than normal vibration floor.
-19890,2024-03-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.571,False,Pressure settled back to nominal after valve reseat.
-19891,2024-03-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.432,False,Anomaly review flagged possible bearing wear progression.
-19892,2024-03-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.79,False,Humidity climbed during dock-door open period in afternoon shift.
-19893,2024-03-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.165,False,Coolant loop adjustment reduced chamber temperature spread.
-19894,2024-03-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.745,False,Quality team requested trace review for lot 24-118B.
-19895,2024-03-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.01,False,Humidity baseline improved after seal replacement.
-19896,2024-03-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.121,False,Condensation warning cleared after dehumidifier ramp-up.
-19897,2024-03-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.527,False,Warning threshold updated for pilot predictive-maintenance model.
-19898,2024-03-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.143,False,Operator reset acknowledged after red-tag inspection.
-19899,2024-03-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Quality hold reduced finishing booth activity for one shift.
-19900,2024-03-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.892,False,Short-lived packet loss observed at edge gateway gw-02.
-19901,2024-03-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.37,False,Machine throughput increase drove sustained pressure uplift.
-19902,2024-03-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.557,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19903,2024-03-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.59,False,Reliability engineer tagged sample window for model retraining.
-19904,2024-03-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.041,False,Edge collector replayed buffered events after network recovery.
-19905,2024-03-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.98,False,Humidity baseline improved after seal replacement.
-19906,2024-03-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.052,False,Maintenance scheduler deferred calibration due to spare shortage.
-19907,2024-03-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19908,2024-03-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.188,False,Pressure line purge completed before restart authorization.
-19909,2024-03-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.11,False,Pressure line purge completed before restart authorization.
-19910,2024-03-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.662,False,Dust extraction fan offline for 18 minutes on line finishing.
-19911,2024-03-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.274,False,Supervisory alert generated after three consecutive threshold breaches.
-19912,2024-03-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.469,False,Humidity excursion near finishing booth during coating run.
-19913,2024-03-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.278,False,Thermal ramp exceeded expected warmup curve before shift start.
-19914,2024-03-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.244,False,Operator reported intermittent chatter on machine CNC-04.
-19915,2024-03-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.635,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19916,2024-03-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.04,False,Pressure line purge completed before restart authorization.
-19917,2024-03-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.624,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19918,2024-03-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,59.542,False,Ambient temperature stabilized after HVAC stage-two engagement.
-19919,2024-03-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.805,False,Shift handoff note referenced unusual noise near press enclosure.
-19920,2024-03-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.36,False,Vibration baseline recovered after tool holder replacement.
-19921,2024-03-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.498,False,Telemetry quality flag downgraded during sensor self-test window.
-19922,2024-03-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.073,False,Press cycle dwell time lengthened during high-volume batch.
-19923,2024-03-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.19,False,Sensor signal clipping observed during startup surge.
-19924,2024-03-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.962,False,Vibration burst exceeds envelope during tool change cycle.
-19925,2024-03-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.647,False,Heat-treat furnace door cycling increased localized temperature spikes.
-19926,2024-03-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.389,False,Vibration harmonics broadened during extended production run.
-19927,2024-03-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.224,False,Quality hold reduced finishing booth activity for one shift.
-19928,2024-03-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.588,False,Warning threshold updated for pilot predictive-maintenance model.
-19929,2024-03-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Pressure settled back to nominal after valve reseat.
-19930,2024-03-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.388,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19931,2024-03-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.724,False,Humidity climbed during dock-door open period in afternoon shift.
-19932,2024-03-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.099,False,Sensor battery health remains nominal after firmware update.
-19933,2024-03-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.92,False,Pressure settled back to nominal after valve reseat.
-19934,2024-03-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.853,False,Vibration burst exceeds envelope during tool change cycle.
-19935,2024-03-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Vibration baseline recovered after tool holder replacement.
-19936,2024-03-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.108,False,Pressure settled back to nominal after valve reseat.
-19937,2024-03-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.885,False,Quality team requested trace review for lot 24-118B.
-19938,2024-03-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.699,False,Bearing temperature rising faster than baseline on spindle cell.
-19939,2024-03-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.783,False,Vibration baseline recovered after tool holder replacement.
-19940,2024-03-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.724,False,Humidity baseline improved after seal replacement.
-19941,2024-03-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.604,False,Quality team requested trace review for lot 24-118B.
-19942,2024-03-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.469,False,Calibration check overdue by 11 days for press-line transducer.
-19943,2024-03-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.378,False,Dust extraction fan offline for 18 minutes on line finishing.
-19944,2024-03-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.064,False,Humidity readings track seasonal rise across late spring.
-19945,2024-03-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Humidity excursion near finishing booth during coating run.
-19946,2024-03-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.948,False,Sensor heartbeat delayed by one interval after gateway retry.
-19947,2024-03-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.082,False,Vibration burst exceeds envelope during tool change cycle.
-19948,2024-03-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.112,False,Quality hold reduced finishing booth activity for one shift.
-19949,2024-03-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.804,False,Pressure settled back to nominal after valve reseat.
-19950,2024-03-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.779,False,Telemetry quality flag downgraded during sensor self-test window.
-19951,2024-03-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.232,False,Temperature variance narrowed after coolant nozzle cleaning.
-19952,2024-03-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.669,False,Humidity readings track seasonal rise across late spring.
-19953,2024-03-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.398,False,Vibration harmonics broadened during extended production run.
-19954,2024-03-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,68.136,False,Calibration check overdue by 11 days for press-line transducer.
-19955,2024-03-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Temperature remained elevated during unscheduled overtime run.
-19956,2024-03-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.32,False,Temperature remained elevated during unscheduled overtime run.
-19957,2024-03-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.352,False,Short-lived packet loss observed at edge gateway gw-02.
-19958,2024-03-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.43,False,Sensor enclosure opened for manual calibration verification.
-19959,2024-03-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.492,False,Press cycle dwell time lengthened during high-volume batch.
-19960,2024-03-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.177,False,Compressed air fluctuation introduced pressure noise for two cycles.
-19961,2024-03-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.944,False,Hydraulic line pressure oscillation detected under load.
-19962,2024-03-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.576,False,Vibration burst exceeds envelope during tool change cycle.
-19963,2024-03-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.798,False,Vibration harmonics broadened during extended production run.
-19964,2024-03-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.165,False,Warning threshold updated for pilot predictive-maintenance model.
-19965,2024-03-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.606,False,Maintenance crew confirmed lubrication interval was missed.
-19966,2024-03-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.931,False,Maintenance note logged for coupling imbalance inspection.
-19967,2024-03-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.409,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19968,2024-03-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.0,False,Humidity readings track seasonal rise across late spring.
-19969,2024-03-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.239,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19970,2024-03-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.332,False,Vibration baseline recovered after tool holder replacement.
-19971,2024-03-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,Sensor battery health remains nominal after firmware update.
-19972,2024-03-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.011,False,Maintenance scheduler deferred calibration due to spare shortage.
-19973,2024-03-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.978,False,Vibration baseline recovered after tool holder replacement.
-19974,2024-03-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.752,False,Thermal overshoot event coincided with recipe change on furnace.
-19975,2024-03-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.378,False,Bearing temperature rising faster than baseline on spindle cell.
-19976,2024-03-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.364,False,Telemetry quality flag downgraded during sensor self-test window.
-19977,2024-03-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.451,False,Humidity climbed during dock-door open period in afternoon shift.
-19978,2024-03-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.189,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-19979,2024-03-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Vibration baseline recovered after tool holder replacement.
-19980,2024-03-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.117,False,Thermal ramp exceeded expected warmup curve before shift start.
-19981,2024-03-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.884,False,SCADA backfill inserted two delayed telemetry points.
-19982,2024-03-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.679,False,Bearing temperature rising faster than baseline on spindle cell.
-19983,2024-03-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.188,False,Pressure settled back to nominal after valve reseat.
-19984,2024-03-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.767,False,Supervisory alert generated after three consecutive threshold breaches.
-19985,2024-03-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.95,False,Pressure settled back to nominal after valve reseat.
-19986,2024-03-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.15,False,Coolant loop adjustment reduced chamber temperature spread.
-19987,2024-03-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.823,False,Vibration baseline recovered after tool holder replacement.
-19988,2024-03-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.932,False,Vibration burst exceeds envelope during tool change cycle.
-19989,2024-03-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.846,False,Shift handoff note referenced unusual noise near press enclosure.
-19990,2024-03-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.438,False,Transient outlier matched forklift impact near cabinet wall.
-19991,2024-03-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.275,False,Hydraulic line pressure oscillation detected under load.
-19992,2024-03-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.776,False,Telemetry quality flag downgraded during sensor self-test window.
-19993,2024-03-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.327,False,Temporary gateway failover completed without data loss.
-19994,2024-03-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.663,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-19995,2024-03-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.615,False,Quality hold reduced finishing booth activity for one shift.
-19996,2024-03-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.205,False,Dust extraction fan offline for 18 minutes on line finishing.
-19997,2024-03-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.918,False,Shift handoff note referenced unusual noise near press enclosure.
-19998,2024-03-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.557,False,Vibration baseline recovered after tool holder replacement.
-19999,2024-03-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.289,False,Operator reset acknowledged after red-tag inspection.
-20000,2024-03-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.88,False,Transient outlier matched forklift impact near cabinet wall.
-20001,2024-03-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.696,False,Shift handoff note referenced unusual noise near press enclosure.
-20002,2024-03-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.841,False,Unbalanced load introduced cyclical pressure ripple.
-20003,2024-03-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.102,False,Maintenance scheduler deferred calibration due to spare shortage.
-20004,2024-03-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.147,False,Calibration check overdue by 11 days for press-line transducer.
-20005,2024-03-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.763,False,Telemetry quality flag downgraded during sensor self-test window.
-20006,2024-03-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.216,False,Sensor heartbeat delayed by one interval after gateway retry.
-20007,2024-03-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.11,False,Short-lived packet loss observed at edge gateway gw-02.
-20008,2024-03-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.403,False,Reliability engineer tagged sample window for model retraining.
-20009,2024-03-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.77,False,Vibration harmonics broadened during extended production run.
-20010,2024-03-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.116,False,Maintenance scheduler deferred calibration due to spare shortage.
-20011,2024-03-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.83,False,Telemetry quality flag downgraded during sensor self-test window.
-20012,2024-03-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.639,False,Anomaly review flagged possible bearing wear progression.
-20013,2024-03-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.55,False,Pressure peak corresponds to oversized billet batch processing.
-20014,2024-03-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.1,False,Reliability engineer tagged sample window for model retraining.
-20015,2024-03-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.492,False,Operator reported intermittent chatter on machine CNC-04.
-20016,2024-03-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.731,False,Humidity excursion near finishing booth during coating run.
-20017,2024-03-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Unbalanced load introduced cyclical pressure ripple.
-20018,2024-03-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.43,False,Warning threshold updated for pilot predictive-maintenance model.
-20019,2024-03-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Maintenance note logged for coupling imbalance inspection.
-20020,2024-03-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.657,False,Anomaly review flagged possible bearing wear progression.
-20021,2024-03-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.324,False,Sensor heartbeat delayed by one interval after gateway retry.
-20022,2024-03-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.277,False,Warning threshold updated for pilot predictive-maintenance model.
-20023,2024-03-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.24,False,Vibration baseline recovered after tool holder replacement.
-20024,2024-03-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.65,False,Vibration baseline recovered after tool holder replacement.
-20025,2024-03-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.926,False,Pressure peak corresponds to oversized billet batch processing.
-20026,2024-03-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.976,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20027,2024-03-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.881,False,Maintenance scheduler deferred calibration due to spare shortage.
-20028,2024-03-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.397,False,Edge collector replayed buffered events after network recovery.
-20029,2024-03-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.686,False,Maintenance scheduler deferred calibration due to spare shortage.
-20030,2024-03-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.636,False,Dust extraction fan offline for 18 minutes on line finishing.
-20031,2024-03-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.458,False,Warning threshold updated for pilot predictive-maintenance model.
-20032,2024-03-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.41,False,Bearing temperature rising faster than baseline on spindle cell.
-20033,2024-03-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20034,2024-03-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.876,False,Sensor enclosure opened for manual calibration verification.
-20035,2024-03-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.11,False,Humidity readings track seasonal rise across late spring.
-20036,2024-03-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.622,False,Press cycle dwell time lengthened during high-volume batch.
-20037,2024-03-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.703,False,Humidity climbed during dock-door open period in afternoon shift.
-20038,2024-03-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.572,False,Humidity excursion near finishing booth during coating run.
-20039,2024-03-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.126,False,Vibration baseline recovered after tool holder replacement.
-20040,2024-03-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.273,False,Temperature variance narrowed after coolant nozzle cleaning.
-20041,2024-03-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.257,False,Temperature variance narrowed after coolant nozzle cleaning.
-20042,2024-03-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.116,False,Thermal overshoot event coincided with recipe change on furnace.
-20043,2024-03-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.311,False,Night shift startup produced higher than normal vibration floor.
-20044,2024-03-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.675,False,Machine idle period extended during planned sanitation window.
-20045,2024-03-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Machine idle period extended during planned sanitation window.
-20046,2024-03-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.481,False,Temperature variance narrowed after coolant nozzle cleaning.
-20047,2024-03-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.495,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20048,2024-03-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.415,False,Short-lived packet loss observed at edge gateway gw-02.
-20049,2024-03-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.71,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20050,2024-03-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.182,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20051,2024-03-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.118,False,Dust extraction fan offline for 18 minutes on line finishing.
-20052,2024-03-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.29,False,Night shift startup produced higher than normal vibration floor.
-20053,2024-03-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.368,False,Edge collector replayed buffered events after network recovery.
-20054,2024-03-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.111,False,Temperature remained elevated during unscheduled overtime run.
-20055,2024-03-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.784,False,Vibration burst exceeds envelope during tool change cycle.
-20056,2024-03-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.363,False,Temporary gateway failover completed without data loss.
-20057,2024-03-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Sensor heartbeat delayed by one interval after gateway retry.
-20058,2024-03-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.966,False,Temperature remained elevated during unscheduled overtime run.
-20059,2024-03-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.708,False,Vibration baseline recovered after tool holder replacement.
-20060,2024-03-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,44.873,False,Humidity climbed during dock-door open period in afternoon shift.
-20061,2024-03-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Thermal ramp exceeded expected warmup curve before shift start.
-20062,2024-03-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.805,False,Humidity excursion near finishing booth during coating run.
-20063,2024-03-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.448,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20064,2024-03-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.156,False,Shift handoff note referenced unusual noise near press enclosure.
-20065,2024-03-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.621,False,Thermal ramp exceeded expected warmup curve before shift start.
-20066,2024-03-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.008,False,Maintenance crew confirmed lubrication interval was missed.
-20067,2024-03-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.281,False,Warning threshold updated for pilot predictive-maintenance model.
-20068,2024-03-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.099,False,Quality team requested trace review for lot 24-118B.
-20069,2024-03-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.855,False,Pressure settled back to nominal after valve reseat.
-20070,2024-03-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.332,False,Condensation warning cleared after dehumidifier ramp-up.
-20071,2024-03-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.003,False,Press cycle dwell time lengthened during high-volume batch.
-20072,2024-03-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.475,False,Press cycle dwell time lengthened during high-volume batch.
-20073,2024-03-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.856,False,Vibration harmonics broadened during extended production run.
-20074,2024-03-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.011,False,Temperature variance narrowed after coolant nozzle cleaning.
-20075,2024-03-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.008,False,Shift handoff note referenced unusual noise near press enclosure.
-20076,2024-03-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,34.699,False,Vibration burst exceeds envelope during tool change cycle.
-20077,2024-03-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.154,False,Humidity baseline improved after seal replacement.
-20078,2024-03-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.23,False,Machine throughput increase drove sustained pressure uplift.
-20079,2024-03-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.5,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20080,2024-03-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.358,False,Temperature variance narrowed after coolant nozzle cleaning.
-20081,2024-03-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.251,False,Night shift startup produced higher than normal vibration floor.
-20082,2024-03-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.646,False,Packaging line stop reduced adjacent vibration background.
-20083,2024-03-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.563,False,Bearing temperature rising faster than baseline on spindle cell.
-20084,2024-03-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.331,False,Transient outlier matched forklift impact near cabinet wall.
-20085,2024-03-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.248,False,Coolant loop adjustment reduced chamber temperature spread.
-20086,2024-03-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.539,False,Maintenance crew confirmed lubrication interval was missed.
-20087,2024-03-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.017,False,SCADA backfill inserted two delayed telemetry points.
-20088,2024-03-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.218,False,Temperature remained elevated during unscheduled overtime run.
-20089,2024-03-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.011,False,SCADA backfill inserted two delayed telemetry points.
-20090,2024-03-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.626,False,Pressure peak corresponds to oversized billet batch processing.
-20091,2024-03-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.542,False,Air handler maintenance reduced humidity variance on finishing line.
-20092,2024-03-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.618,False,Sensor enclosure opened for manual calibration verification.
-20093,2024-03-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Shift handoff note referenced unusual noise near press enclosure.
-20094,2024-03-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.808,False,Bearing temperature rising faster than baseline on spindle cell.
-20095,2024-03-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.611,False,Dust extraction fan offline for 18 minutes on line finishing.
-20096,2024-03-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.987,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20097,2024-03-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.092,False,Sensor battery health remains nominal after firmware update.
-20098,2024-03-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.468,False,Quality hold reduced finishing booth activity for one shift.
-20099,2024-03-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.949,False,Pressure peak corresponds to oversized billet batch processing.
-20100,2024-03-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.153,False,Machine throughput increase drove sustained pressure uplift.
-20101,2024-03-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.922,False,Pressure settled back to nominal after valve reseat.
-20102,2024-03-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.339,False,Short-lived packet loss observed at edge gateway gw-02.
-20103,2024-03-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.814,False,Quality hold reduced finishing booth activity for one shift.
-20104,2024-03-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.867,False,Anomaly review flagged possible bearing wear progression.
-20105,2024-03-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.027,False,Night shift startup produced higher than normal vibration floor.
-20106,2024-03-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.296,False,Quality hold reduced finishing booth activity for one shift.
-20107,2024-03-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.959,False,Unbalanced load introduced cyclical pressure ripple.
-20108,2024-03-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.912,False,Night shift startup produced higher than normal vibration floor.
-20109,2024-03-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.68,False,Maintenance note logged for coupling imbalance inspection.
-20110,2024-03-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.794,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20111,2024-03-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.242,False,Hydraulic line pressure oscillation detected under load.
-20112,2024-03-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.361,False,Condensation warning cleared after dehumidifier ramp-up.
-20113,2024-03-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.016,False,SCADA backfill inserted two delayed telemetry points.
-20114,2024-03-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.395,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20115,2024-03-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.696,False,Hydraulic line pressure oscillation detected under load.
-20116,2024-03-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.257,False,Machine idle period extended during planned sanitation window.
-20117,2024-03-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.897,False,Humidity baseline improved after seal replacement.
-20118,2024-03-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.065,False,Sensor heartbeat delayed by one interval after gateway retry.
-20119,2024-03-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.865,False,Sensor enclosure opened for manual calibration verification.
-20120,2024-03-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.135,False,Humidity excursion near finishing booth during coating run.
-20121,2024-03-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.3,False,Thermal ramp exceeded expected warmup curve before shift start.
-20122,2024-03-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.731,False,Maintenance note logged for coupling imbalance inspection.
-20123,2024-03-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.509,False,Quality hold reduced finishing booth activity for one shift.
-20124,2024-03-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.328,False,Quality team requested trace review for lot 24-118B.
-20125,2024-03-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.596,False,Packaging line stop reduced adjacent vibration background.
-20126,2024-03-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.342,False,Machine throughput increase drove sustained pressure uplift.
-20127,2024-03-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.334,False,Hydraulic line pressure oscillation detected under load.
-20128,2024-03-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.457,False,Operator reported intermittent chatter on machine CNC-04.
-20129,2024-03-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.949,False,Thermal ramp exceeded expected warmup curve before shift start.
-20130,2024-03-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.482,False,Vibration harmonics broadened during extended production run.
-20131,2024-03-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.224,False,Press cycle dwell time lengthened during high-volume batch.
-20132,2024-03-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.298,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20133,2024-03-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.831,False,Unbalanced load introduced cyclical pressure ripple.
-20134,2024-03-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.533,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20135,2024-03-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.7,False,Operator reported intermittent chatter on machine CNC-04.
-20136,2024-03-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.404,False,Packaging line stop reduced adjacent vibration background.
-20137,2024-03-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.475,False,Operator reset acknowledged after red-tag inspection.
-20138,2024-03-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.573,False,Coolant loop adjustment reduced chamber temperature spread.
-20139,2024-03-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.543,False,Quality team requested trace review for lot 24-118B.
-20140,2024-03-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.837,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20141,2024-03-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.732,False,Temperature variance narrowed after coolant nozzle cleaning.
-20142,2024-03-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.675,False,Unbalanced load introduced cyclical pressure ripple.
-20143,2024-03-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.005,False,Temperature remained elevated during unscheduled overtime run.
-20144,2024-03-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.478,False,Supervisory alert generated after three consecutive threshold breaches.
-20145,2024-03-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.849,False,Air handler maintenance reduced humidity variance on finishing line.
-20146,2024-03-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.308,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20147,2024-03-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.06,False,Vibration harmonics broadened during extended production run.
-20148,2024-03-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.363,False,Thermal overshoot event coincided with recipe change on furnace.
-20149,2024-03-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.483,False,Vibration baseline recovered after tool holder replacement.
-20150,2024-03-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.817,False,Thermal ramp exceeded expected warmup curve before shift start.
-20151,2024-03-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.071,False,Supervisory alert generated after three consecutive threshold breaches.
-20152,2024-03-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.657,False,Telemetry quality flag downgraded during sensor self-test window.
-20153,2024-03-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.763,False,Condensation warning cleared after dehumidifier ramp-up.
-20154,2024-03-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.187,False,Hydraulic line pressure oscillation detected under load.
-20155,2024-03-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.048,False,Condensation warning cleared after dehumidifier ramp-up.
-20156,2024-03-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.517,False,Bearing temperature rising faster than baseline on spindle cell.
-20157,2024-03-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.585,False,Reliability engineer tagged sample window for model retraining.
-20158,2024-03-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.865,False,Maintenance note logged for coupling imbalance inspection.
-20159,2024-03-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Unbalanced load introduced cyclical pressure ripple.
-20160,2024-03-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.148,False,Vibration harmonics broadened during extended production run.
-20161,2024-03-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Air handler maintenance reduced humidity variance on finishing line.
-20162,2024-03-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.235,False,Anomaly review flagged possible bearing wear progression.
-20163,2024-03-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.34,False,Vibration baseline recovered after tool holder replacement.
-20164,2024-03-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.952,False,Condensation warning cleared after dehumidifier ramp-up.
-20165,2024-03-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.86,False,Vibration burst exceeds envelope during tool change cycle.
-20166,2024-03-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.122,False,Quality team requested trace review for lot 24-118B.
-20167,2024-03-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.909,False,Dust extraction fan offline for 18 minutes on line finishing.
-20168,2024-03-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.086,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20169,2024-03-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.818,False,Sensor battery health remains nominal after firmware update.
-20170,2024-03-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.754,False,Air handler maintenance reduced humidity variance on finishing line.
-20171,2024-03-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.713,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20172,2024-03-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.15,False,Sensor signal clipping observed during startup surge.
-20173,2024-03-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Warning threshold updated for pilot predictive-maintenance model.
-20174,2024-03-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.784,False,Sensor battery health remains nominal after firmware update.
-20175,2024-03-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.094,False,Humidity readings track seasonal rise across late spring.
-20176,2024-03-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.056,False,Air handler maintenance reduced humidity variance on finishing line.
-20177,2024-03-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.639,False,Supervisory alert generated after three consecutive threshold breaches.
-20178,2024-03-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.575,False,Quality hold reduced finishing booth activity for one shift.
-20179,2024-03-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.84,False,Night shift startup produced higher than normal vibration floor.
-20180,2024-03-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.672,False,Vibration burst exceeds envelope during tool change cycle.
-20181,2024-03-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.227,False,Vibration baseline recovered after tool holder replacement.
-20182,2024-03-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.174,False,Thermal overshoot event coincided with recipe change on furnace.
-20183,2024-03-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,Sensor signal clipping observed during startup surge.
-20184,2024-03-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.017,False,Packaging line stop reduced adjacent vibration background.
-20185,2024-03-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.733,False,Sensor heartbeat delayed by one interval after gateway retry.
-20186,2024-03-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.554,False,Humidity readings track seasonal rise across late spring.
-20187,2024-03-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.851,False,Sensor battery health remains nominal after firmware update.
-20188,2024-03-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.316,False,Humidity baseline improved after seal replacement.
-20189,2024-03-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Vibration harmonics broadened during extended production run.
-20190,2024-03-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.316,False,Sensor battery health remains nominal after firmware update.
-20191,2024-03-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.745,False,Humidity baseline improved after seal replacement.
-20192,2024-03-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.899,False,Night shift startup produced higher than normal vibration floor.
-20193,2024-03-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.96,False,Condensation warning cleared after dehumidifier ramp-up.
-20194,2024-03-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.037,False,Thermal ramp exceeded expected warmup curve before shift start.
-20195,2024-03-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.279,False,Short-lived packet loss observed at edge gateway gw-02.
-20196,2024-03-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.438,False,Coolant loop adjustment reduced chamber temperature spread.
-20197,2024-03-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.484,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20198,2024-03-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.324,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20199,2024-03-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20200,2024-03-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.802,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20201,2024-03-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.335,False,Transient outlier matched forklift impact near cabinet wall.
-20202,2024-03-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.359,False,Dust extraction fan offline for 18 minutes on line finishing.
-20203,2024-03-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.998,False,Telemetry quality flag downgraded during sensor self-test window.
-20204,2024-03-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.008,False,Operator reported intermittent chatter on machine CNC-04.
-20205,2024-03-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.749,False,Quality team requested trace review for lot 24-118B.
-20206,2024-03-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.827,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20207,2024-03-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.695,False,Short-lived packet loss observed at edge gateway gw-02.
-20208,2024-03-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.971,False,Temperature remained elevated during unscheduled overtime run.
-20209,2024-03-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.199,False,Sensor enclosure opened for manual calibration verification.
-20210,2024-03-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.023,False,Edge collector replayed buffered events after network recovery.
-20211,2024-03-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.865,False,Pressure peak corresponds to oversized billet batch processing.
-20212,2024-03-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.26,False,Vibration burst exceeds envelope during tool change cycle.
-20213,2024-03-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.323,False,Calibration check overdue by 11 days for press-line transducer.
-20214,2024-03-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.853,False,Telemetry quality flag downgraded during sensor self-test window.
-20215,2024-03-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.562,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20216,2024-03-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.589,False,Humidity baseline improved after seal replacement.
-20217,2024-03-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.732,False,Night shift startup produced higher than normal vibration floor.
-20218,2024-03-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.822,False,Quality team requested trace review for lot 24-118B.
-20219,2024-03-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.066,False,Coolant loop adjustment reduced chamber temperature spread.
-20220,2024-03-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.661,False,Pressure line purge completed before restart authorization.
-20221,2024-03-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.694,False,Air handler maintenance reduced humidity variance on finishing line.
-20222,2024-03-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.355,False,Operator reported intermittent chatter on machine CNC-04.
-20223,2024-03-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.287,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20224,2024-03-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.378,False,Thermal overshoot event coincided with recipe change on furnace.
-20225,2024-03-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.317,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20226,2024-03-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.137,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20227,2024-03-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.741,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20228,2024-03-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.129,False,Humidity excursion near finishing booth during coating run.
-20229,2024-03-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20230,2024-03-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.041,False,Sensor battery health remains nominal after firmware update.
-20231,2024-03-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.5,False,Thermal ramp exceeded expected warmup curve before shift start.
-20232,2024-03-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.13,False,Calibration check overdue by 11 days for press-line transducer.
-20233,2024-03-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.788,False,Press cycle dwell time lengthened during high-volume batch.
-20234,2024-03-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.964,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20235,2024-03-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.926,False,Short-lived packet loss observed at edge gateway gw-02.
-20236,2024-03-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.844,False,Machine idle period extended during planned sanitation window.
-20237,2024-03-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.557,False,Reliability engineer tagged sample window for model retraining.
-20238,2024-03-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.208,False,Operator reported intermittent chatter on machine CNC-04.
-20239,2024-03-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.816,False,Edge collector replayed buffered events after network recovery.
-20240,2024-03-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.027,False,Reliability engineer tagged sample window for model retraining.
-20241,2024-03-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.966,False,Shift handoff note referenced unusual noise near press enclosure.
-20242,2024-03-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.048,False,Humidity excursion near finishing booth during coating run.
-20243,2024-03-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.67,False,Thermal overshoot event coincided with recipe change on furnace.
-20244,2024-03-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.921,False,Hydraulic line pressure oscillation detected under load.
-20245,2024-03-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.452,False,Anomaly review flagged possible bearing wear progression.
-20246,2024-03-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.564,False,Thermal overshoot event coincided with recipe change on furnace.
-20247,2024-03-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.333,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20248,2024-03-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.682,False,Condensation warning cleared after dehumidifier ramp-up.
-20249,2024-03-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.115,False,Coolant loop adjustment reduced chamber temperature spread.
-20250,2024-03-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.191,False,Unbalanced load introduced cyclical pressure ripple.
-20251,2024-03-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.222,False,Pressure peak corresponds to oversized billet batch processing.
-20252,2024-03-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.414,False,Coolant loop adjustment reduced chamber temperature spread.
-20253,2024-03-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.761,False,Thermal overshoot event coincided with recipe change on furnace.
-20254,2024-03-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.874,False,Edge collector replayed buffered events after network recovery.
-20255,2024-03-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.616,False,Condensation warning cleared after dehumidifier ramp-up.
-20256,2024-03-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.774,False,Air handler maintenance reduced humidity variance on finishing line.
-20257,2024-03-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.016,False,Vibration baseline recovered after tool holder replacement.
-20258,2024-03-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.69,False,Humidity excursion near finishing booth during coating run.
-20259,2024-03-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.948,False,Humidity climbed during dock-door open period in afternoon shift.
-20260,2024-03-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,32.349,False,Telemetry quality flag downgraded during sensor self-test window.
-20261,2024-03-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.312,False,Pressure settled back to nominal after valve reseat.
-20262,2024-03-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.128,False,Warning threshold updated for pilot predictive-maintenance model.
-20263,2024-03-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.841,False,Air handler maintenance reduced humidity variance on finishing line.
-20264,2024-03-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.09,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20265,2024-03-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.71,False,Sensor heartbeat delayed by one interval after gateway retry.
-20266,2024-03-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.59,False,Pressure settled back to nominal after valve reseat.
-20267,2024-03-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.557,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20268,2024-03-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.209,False,Sensor signal clipping observed during startup surge.
-20269,2024-03-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.263,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20270,2024-03-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.822,False,Quality hold reduced finishing booth activity for one shift.
-20271,2024-03-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.127,False,Calibration check overdue by 11 days for press-line transducer.
-20272,2024-03-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.838,False,Sensor enclosure opened for manual calibration verification.
-20273,2024-03-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.713,False,Thermal ramp exceeded expected warmup curve before shift start.
-20274,2024-03-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.756,False,Quality team requested trace review for lot 24-118B.
-20275,2024-03-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Operator reset acknowledged after red-tag inspection.
-20276,2024-03-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.84,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20277,2024-03-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.692,False,Vibration burst exceeds envelope during tool change cycle.
-20278,2024-03-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.962,False,Vibration baseline recovered after tool holder replacement.
-20279,2024-03-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.304,False,Calibration check overdue by 11 days for press-line transducer.
-20280,2024-03-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.865,False,Maintenance scheduler deferred calibration due to spare shortage.
-20281,2024-03-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.668,False,Temporary gateway failover completed without data loss.
-20282,2024-03-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.703,False,Hydraulic line pressure oscillation detected under load.
-20283,2024-03-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.873,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20284,2024-03-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.54,False,Humidity excursion near finishing booth during coating run.
-20285,2024-03-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Sensor battery health remains nominal after firmware update.
-20286,2024-03-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.042,False,Anomaly review flagged possible bearing wear progression.
-20287,2024-03-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.831,False,Humidity climbed during dock-door open period in afternoon shift.
-20288,2024-03-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.831,False,Humidity readings track seasonal rise across late spring.
-20289,2024-03-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.922,False,Quality team requested trace review for lot 24-118B.
-20290,2024-03-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.507,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20291,2024-03-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.836,False,Dust extraction fan offline for 18 minutes on line finishing.
-20292,2024-03-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.487,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20293,2024-03-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.682,False,Shift handoff note referenced unusual noise near press enclosure.
-20294,2024-03-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.029,False,Coolant loop adjustment reduced chamber temperature spread.
-20295,2024-03-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.23,False,Unbalanced load introduced cyclical pressure ripple.
-20296,2024-03-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.486,False,Hydraulic line pressure oscillation detected under load.
-20297,2024-03-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Press cycle dwell time lengthened during high-volume batch.
-20298,2024-03-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.556,False,Warning threshold updated for pilot predictive-maintenance model.
-20299,2024-03-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.539,False,Operator reported intermittent chatter on machine CNC-04.
-20300,2024-03-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.418,False,Short-lived packet loss observed at edge gateway gw-02.
-20301,2024-03-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.426,False,Maintenance scheduler deferred calibration due to spare shortage.
-20302,2024-03-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.111,False,Transient outlier matched forklift impact near cabinet wall.
-20303,2024-03-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.618,False,Shift handoff note referenced unusual noise near press enclosure.
-20304,2024-03-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.458,False,Condensation warning cleared after dehumidifier ramp-up.
-20305,2024-03-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Sensor signal clipping observed during startup surge.
-20306,2024-03-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.729,False,Humidity excursion near finishing booth during coating run.
-20307,2024-03-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.442,False,Temperature remained elevated during unscheduled overtime run.
-20308,2024-03-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.694,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20309,2024-03-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.168,False,Sensor heartbeat delayed by one interval after gateway retry.
-20310,2024-03-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.187,False,Thermal ramp exceeded expected warmup curve before shift start.
-20311,2024-03-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.993,False,Transient outlier matched forklift impact near cabinet wall.
-20312,2024-03-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.792,False,Edge collector replayed buffered events after network recovery.
-20313,2024-03-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.336,False,Supervisory alert generated after three consecutive threshold breaches.
-20314,2024-03-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.073,False,Coolant loop adjustment reduced chamber temperature spread.
-20315,2024-03-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.64,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20316,2024-03-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.48,False,Hydraulic line pressure oscillation detected under load.
-20317,2024-03-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.755,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20318,2024-03-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.319,False,Humidity baseline improved after seal replacement.
-20319,2024-03-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Warning threshold updated for pilot predictive-maintenance model.
-20320,2024-03-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.194,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20321,2024-03-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.429,False,Warning threshold updated for pilot predictive-maintenance model.
-20322,2024-03-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.289,False,Sensor battery health remains nominal after firmware update.
-20323,2024-03-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.984,False,Hydraulic line pressure oscillation detected under load.
-20324,2024-03-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.476,False,Reliability engineer tagged sample window for model retraining.
-20325,2024-03-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Hydraulic line pressure oscillation detected under load.
-20326,2024-03-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.494,False,Quality team requested trace review for lot 24-118B.
-20327,2024-03-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.197,False,Warning threshold updated for pilot predictive-maintenance model.
-20328,2024-03-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.979,False,Press cycle dwell time lengthened during high-volume batch.
-20329,2024-03-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.44,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20330,2024-03-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.134,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20331,2024-03-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.346,False,Condensation warning cleared after dehumidifier ramp-up.
-20332,2024-03-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.144,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20333,2024-03-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.513,False,Transient outlier matched forklift impact near cabinet wall.
-20334,2024-03-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.19,False,Pressure line purge completed before restart authorization.
-20335,2024-03-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.621,False,Bearing temperature rising faster than baseline on spindle cell.
-20336,2024-03-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.864,False,Press cycle dwell time lengthened during high-volume batch.
-20337,2024-03-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.116,False,Vibration baseline recovered after tool holder replacement.
-20338,2024-03-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.392,False,Maintenance scheduler deferred calibration due to spare shortage.
-20339,2024-03-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.427,False,Humidity excursion near finishing booth during coating run.
-20340,2024-03-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.269,False,Quality team requested trace review for lot 24-118B.
-20341,2024-03-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.482,False,Pressure settled back to nominal after valve reseat.
-20342,2024-03-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.343,False,Pressure line purge completed before restart authorization.
-20343,2024-03-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.05,False,Sensor signal clipping observed during startup surge.
-20344,2024-03-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.197,False,Humidity climbed during dock-door open period in afternoon shift.
-20345,2024-03-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.964,False,Vibration harmonics broadened during extended production run.
-20346,2024-03-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.996,False,Vibration burst exceeds envelope during tool change cycle.
-20347,2024-03-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.818,False,Bearing temperature rising faster than baseline on spindle cell.
-20348,2024-03-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.289,False,Supervisory alert generated after three consecutive threshold breaches.
-20349,2024-03-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.113,False,Thermal ramp exceeded expected warmup curve before shift start.
-20350,2024-03-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.132,False,Quality hold reduced finishing booth activity for one shift.
-20351,2024-03-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.448,False,Machine idle period extended during planned sanitation window.
-20352,2024-03-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.415,False,Humidity baseline improved after seal replacement.
-20353,2024-03-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.191,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20354,2024-03-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.343,False,Edge collector replayed buffered events after network recovery.
-20355,2024-03-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.584,False,Vibration burst exceeds envelope during tool change cycle.
-20356,2024-03-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.102,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20357,2024-03-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.249,False,Quality hold reduced finishing booth activity for one shift.
-20358,2024-03-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.612,False,Short-lived packet loss observed at edge gateway gw-02.
-20359,2024-03-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.813,False,Warning threshold updated for pilot predictive-maintenance model.
-20360,2024-03-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.034,False,Calibration check overdue by 11 days for press-line transducer.
-20361,2024-03-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.214,False,Maintenance note logged for coupling imbalance inspection.
-20362,2024-03-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.035,False,Telemetry quality flag downgraded during sensor self-test window.
-20363,2024-03-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.91,False,Condensation warning cleared after dehumidifier ramp-up.
-20364,2024-03-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.31,False,SCADA backfill inserted two delayed telemetry points.
-20365,2024-03-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.526,False,Humidity baseline improved after seal replacement.
-20366,2024-03-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.401,False,Temperature remained elevated during unscheduled overtime run.
-20367,2024-03-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.904,False,Temporary gateway failover completed without data loss.
-20368,2024-03-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.623,False,Thermal overshoot event coincided with recipe change on furnace.
-20369,2024-03-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.2,False,Press cycle dwell time lengthened during high-volume batch.
-20370,2024-03-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.716,False,Pressure settled back to nominal after valve reseat.
-20371,2024-03-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.755,False,Condensation warning cleared after dehumidifier ramp-up.
-20372,2024-03-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.093,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20373,2024-03-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.162,False,Shift handoff note referenced unusual noise near press enclosure.
-20374,2024-03-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.964,False,Anomaly review flagged possible bearing wear progression.
-20375,2024-03-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.546,False,Maintenance scheduler deferred calibration due to spare shortage.
-20376,2024-03-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.888,False,Short-lived packet loss observed at edge gateway gw-02.
-20377,2024-03-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.267,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20378,2024-03-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.008,False,Sensor enclosure opened for manual calibration verification.
-20379,2024-03-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.657,False,Quality team requested trace review for lot 24-118B.
-20380,2024-03-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.025,False,Bearing temperature rising faster than baseline on spindle cell.
-20381,2024-03-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.834,False,Temperature remained elevated during unscheduled overtime run.
-20382,2024-03-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.781,False,Humidity baseline improved after seal replacement.
-20383,2024-03-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.331,False,Calibration check overdue by 11 days for press-line transducer.
-20384,2024-03-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.395,False,Air handler maintenance reduced humidity variance on finishing line.
-20385,2024-03-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.869,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20386,2024-03-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.787,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20387,2024-03-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.659,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20388,2024-03-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.106,False,Air handler maintenance reduced humidity variance on finishing line.
-20389,2024-03-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Vibration harmonics broadened during extended production run.
-20390,2024-03-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.385,False,Telemetry quality flag downgraded during sensor self-test window.
-20391,2024-03-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.061,False,Sensor signal clipping observed during startup surge.
-20392,2024-03-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.801,False,Humidity climbed during dock-door open period in afternoon shift.
-20393,2024-03-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.798,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20394,2024-03-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.399,False,Humidity climbed during dock-door open period in afternoon shift.
-20395,2024-03-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.025,False,Unbalanced load introduced cyclical pressure ripple.
-20396,2024-03-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.256,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20397,2024-03-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.898,False,Short-lived packet loss observed at edge gateway gw-02.
-20398,2024-03-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.449,False,Operator reported intermittent chatter on machine CNC-04.
-20399,2024-03-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.789,False,Sensor heartbeat delayed by one interval after gateway retry.
-20400,2024-03-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.154,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20401,2024-03-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.739,False,Quality team requested trace review for lot 24-118B.
-20402,2024-03-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.217,False,Pressure settled back to nominal after valve reseat.
-20403,2024-03-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.686,False,Humidity climbed during dock-door open period in afternoon shift.
-20404,2024-03-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.281,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20405,2024-03-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.96,False,Supervisory alert generated after three consecutive threshold breaches.
-20406,2024-03-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.61,False,Sensor battery health remains nominal after firmware update.
-20407,2024-03-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.437,False,Supervisory alert generated after three consecutive threshold breaches.
-20408,2024-03-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.994,False,Humidity readings track seasonal rise across late spring.
-20409,2024-03-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.814,False,Humidity excursion near finishing booth during coating run.
-20410,2024-03-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.164,False,Press cycle dwell time lengthened during high-volume batch.
-20411,2024-03-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.638,False,Reliability engineer tagged sample window for model retraining.
-20412,2024-03-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.583,False,Hydraulic line pressure oscillation detected under load.
-20413,2024-03-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.243,False,SCADA backfill inserted two delayed telemetry points.
-20414,2024-03-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.691,False,Supervisory alert generated after three consecutive threshold breaches.
-20415,2024-03-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Thermal overshoot event coincided with recipe change on furnace.
-20416,2024-03-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.271,False,Operator reported intermittent chatter on machine CNC-04.
-20417,2024-03-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.929,False,Packaging line stop reduced adjacent vibration background.
-20418,2024-03-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.599,False,Pressure settled back to nominal after valve reseat.
-20419,2024-03-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Operator reported intermittent chatter on machine CNC-04.
-20420,2024-03-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.946,False,Unbalanced load introduced cyclical pressure ripple.
-20421,2024-03-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Thermal ramp exceeded expected warmup curve before shift start.
-20422,2024-03-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.837,False,Thermal overshoot event coincided with recipe change on furnace.
-20423,2024-03-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.571,False,Pressure settled back to nominal after valve reseat.
-20424,2024-03-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.302,False,Vibration burst exceeds envelope during tool change cycle.
-20425,2024-03-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.703,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20426,2024-03-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.616,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20427,2024-03-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.175,False,Short-lived packet loss observed at edge gateway gw-02.
-20428,2024-03-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.343,False,Vibration burst exceeds envelope during tool change cycle.
-20429,2024-03-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.811,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20430,2024-03-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.661,False,Vibration harmonics broadened during extended production run.
-20431,2024-03-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.414,False,Humidity baseline improved after seal replacement.
-20432,2024-03-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.692,False,Warning threshold updated for pilot predictive-maintenance model.
-20433,2024-03-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Press cycle dwell time lengthened during high-volume batch.
-20434,2024-03-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.375,False,Temperature variance narrowed after coolant nozzle cleaning.
-20435,2024-03-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.77,False,Pressure peak corresponds to oversized billet batch processing.
-20436,2024-03-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.974,False,Dust extraction fan offline for 18 minutes on line finishing.
-20437,2024-03-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.695,False,Vibration harmonics broadened during extended production run.
-20438,2024-03-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.761,False,Thermal overshoot event coincided with recipe change on furnace.
-20439,2024-03-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.586,False,Hydraulic line pressure oscillation detected under load.
-20440,2024-03-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.285,False,Calibration check overdue by 11 days for press-line transducer.
-20441,2024-03-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Vibration burst exceeds envelope during tool change cycle.
-20442,2024-03-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.583,False,Edge collector replayed buffered events after network recovery.
-20443,2024-03-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.447,False,Humidity excursion near finishing booth during coating run.
-20444,2024-03-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.606,False,Operator reported intermittent chatter on machine CNC-04.
-20445,2024-03-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.852,False,Machine throughput increase drove sustained pressure uplift.
-20446,2024-03-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.234,False,Bearing temperature rising faster than baseline on spindle cell.
-20447,2024-03-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.774,False,Machine idle period extended during planned sanitation window.
-20448,2024-03-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.263,False,Machine idle period extended during planned sanitation window.
-20449,2024-03-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.982,False,Thermal ramp exceeded expected warmup curve before shift start.
-20450,2024-03-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.305,False,Operator reported intermittent chatter on machine CNC-04.
-20451,2024-03-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.705,False,Reliability engineer tagged sample window for model retraining.
-20452,2024-03-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.419,False,Operator reported intermittent chatter on machine CNC-04.
-20453,2024-03-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.694,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20454,2024-03-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.315,False,Operator reset acknowledged after red-tag inspection.
-20455,2024-03-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.118,False,Short-lived packet loss observed at edge gateway gw-02.
-20456,2024-03-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.976,False,Sensor battery health remains nominal after firmware update.
-20457,2024-03-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.172,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20458,2024-03-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.778,False,Humidity excursion near finishing booth during coating run.
-20459,2024-03-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.542,False,Anomaly review flagged possible bearing wear progression.
-20460,2024-03-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.833,False,Air handler maintenance reduced humidity variance on finishing line.
-20461,2024-03-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.73,False,Quality hold reduced finishing booth activity for one shift.
-20462,2024-03-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.63,False,Quality team requested trace review for lot 24-118B.
-20463,2024-03-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.188,False,Thermal ramp exceeded expected warmup curve before shift start.
-20464,2024-03-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.684,False,Pressure peak corresponds to oversized billet batch processing.
-20465,2024-03-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.467,False,Maintenance scheduler deferred calibration due to spare shortage.
-20466,2024-03-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.615,False,Pressure settled back to nominal after valve reseat.
-20467,2024-03-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.61,False,Thermal overshoot event coincided with recipe change on furnace.
-20468,2024-03-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.845,False,Operator reset acknowledged after red-tag inspection.
-20469,2024-03-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.787,False,Pressure settled back to nominal after valve reseat.
-20470,2024-03-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.897,False,Air handler maintenance reduced humidity variance on finishing line.
-20471,2024-03-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,5.813,False,Maintenance crew confirmed lubrication interval was missed.
-20472,2024-03-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.584,False,Hydraulic line pressure oscillation detected under load.
-20473,2024-03-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.349,False,Press cycle dwell time lengthened during high-volume batch.
-20474,2024-03-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.16,False,Edge collector replayed buffered events after network recovery.
-20475,2024-03-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.415,False,Operator reset acknowledged after red-tag inspection.
-20476,2024-03-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.181,False,Supervisory alert generated after three consecutive threshold breaches.
-20477,2024-03-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.597,False,Calibration check overdue by 11 days for press-line transducer.
-20478,2024-03-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.537,False,Air handler maintenance reduced humidity variance on finishing line.
-20479,2024-03-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.771,False,Vibration baseline recovered after tool holder replacement.
-20480,2024-03-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.48,False,Transient outlier matched forklift impact near cabinet wall.
-20481,2024-03-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Vibration burst exceeds envelope during tool change cycle.
-20482,2024-03-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.01,False,Maintenance note logged for coupling imbalance inspection.
-20483,2024-03-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.223,False,Operator reported intermittent chatter on machine CNC-04.
-20484,2024-03-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.461,False,Supervisory alert generated after three consecutive threshold breaches.
-20485,2024-03-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Vibration harmonics broadened during extended production run.
-20486,2024-03-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.156,False,Humidity climbed during dock-door open period in afternoon shift.
-20487,2024-03-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.05,False,Sensor enclosure opened for manual calibration verification.
-20488,2024-03-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.252,False,Coolant loop adjustment reduced chamber temperature spread.
-20489,2024-03-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.474,False,Bearing temperature rising faster than baseline on spindle cell.
-20490,2024-03-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.386,False,Operator reset acknowledged after red-tag inspection.
-20491,2024-03-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.444,False,Vibration burst exceeds envelope during tool change cycle.
-20492,2024-03-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.514,False,Hydraulic line pressure oscillation detected under load.
-20493,2024-03-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.196,False,Sensor signal clipping observed during startup surge.
-20494,2024-03-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.642,False,Temperature remained elevated during unscheduled overtime run.
-20495,2024-03-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.793,False,Bearing temperature rising faster than baseline on spindle cell.
-20496,2024-03-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.211,False,Sensor enclosure opened for manual calibration verification.
-20497,2024-03-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.452,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20498,2024-03-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.433,False,Telemetry quality flag downgraded during sensor self-test window.
-20499,2024-03-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.029,False,Temperature remained elevated during unscheduled overtime run.
-20500,2024-03-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.145,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20501,2024-03-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.908,False,Sensor heartbeat delayed by one interval after gateway retry.
-20502,2024-03-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.175,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20503,2024-03-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.645,False,Sensor battery health remains nominal after firmware update.
-20504,2024-03-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.126,False,Pressure peak corresponds to oversized billet batch processing.
-20505,2024-03-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.325,False,Supervisory alert generated after three consecutive threshold breaches.
-20506,2024-03-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.101,False,Dust extraction fan offline for 18 minutes on line finishing.
-20507,2024-03-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.821,False,Maintenance note logged for coupling imbalance inspection.
-20508,2024-03-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.869,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20509,2024-03-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.841,False,Packaging line stop reduced adjacent vibration background.
-20510,2024-03-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.908,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20511,2024-03-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.183,False,Temporary gateway failover completed without data loss.
-20512,2024-03-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.833,False,Maintenance crew confirmed lubrication interval was missed.
-20513,2024-03-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.716,False,Anomaly review flagged possible bearing wear progression.
-20514,2024-03-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.882,False,Temperature variance narrowed after coolant nozzle cleaning.
-20515,2024-03-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,Sensor heartbeat delayed by one interval after gateway retry.
-20516,2024-03-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.201,False,Short-lived packet loss observed at edge gateway gw-02.
-20517,2024-03-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.5,False,Pressure settled back to nominal after valve reseat.
-20518,2024-03-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.905,False,Quality hold reduced finishing booth activity for one shift.
-20519,2024-03-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.063,False,Transient outlier matched forklift impact near cabinet wall.
-20520,2024-03-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.519,False,Bearing temperature rising faster than baseline on spindle cell.
-20521,2024-03-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.335,False,Vibration baseline recovered after tool holder replacement.
-20522,2024-03-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.631,False,Vibration burst exceeds envelope during tool change cycle.
-20523,2024-03-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.69,False,Maintenance scheduler deferred calibration due to spare shortage.
-20524,2024-03-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.508,False,Edge collector replayed buffered events after network recovery.
-20525,2024-03-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.084,False,Transient outlier matched forklift impact near cabinet wall.
-20526,2024-03-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.164,False,Sensor signal clipping observed during startup surge.
-20527,2024-03-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.259,False,Operator reset acknowledged after red-tag inspection.
-20528,2024-03-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.571,False,Quality team requested trace review for lot 24-118B.
-20529,2024-03-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.621,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20530,2024-03-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.696,False,Pressure line purge completed before restart authorization.
-20531,2024-03-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.194,False,Operator reported intermittent chatter on machine CNC-04.
-20532,2024-03-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.242,False,Telemetry quality flag downgraded during sensor self-test window.
-20533,2024-03-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.658,False,Transient outlier matched forklift impact near cabinet wall.
-20534,2024-03-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.697,False,Sensor signal clipping observed during startup surge.
-20535,2024-03-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.998,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20536,2024-03-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.714,False,Thermal ramp exceeded expected warmup curve before shift start.
-20537,2024-03-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.18,False,Packaging line stop reduced adjacent vibration background.
-20538,2024-03-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.961,False,Vibration baseline recovered after tool holder replacement.
-20539,2024-03-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.299,False,Packaging line stop reduced adjacent vibration background.
-20540,2024-03-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.358,False,Pressure settled back to nominal after valve reseat.
-20541,2024-03-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.917,False,Warning threshold updated for pilot predictive-maintenance model.
-20542,2024-03-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.959,False,Sensor enclosure opened for manual calibration verification.
-20543,2024-03-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.78,False,Edge collector replayed buffered events after network recovery.
-20544,2024-03-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.819,False,Night shift startup produced higher than normal vibration floor.
-20545,2024-03-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.038,False,Packaging line stop reduced adjacent vibration background.
-20546,2024-03-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.737,False,Transient outlier matched forklift impact near cabinet wall.
-20547,2024-03-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.926,False,Maintenance note logged for coupling imbalance inspection.
-20548,2024-03-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.19,False,Transient outlier matched forklift impact near cabinet wall.
-20549,2024-03-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.588,False,Pressure peak corresponds to oversized billet batch processing.
-20550,2024-03-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,59.279,False,Machine throughput increase drove sustained pressure uplift.
-20551,2024-03-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.207,False,Quality hold reduced finishing booth activity for one shift.
-20552,2024-03-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.382,False,Pressure line purge completed before restart authorization.
-20553,2024-03-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.355,False,Machine idle period extended during planned sanitation window.
-20554,2024-03-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.746,False,Maintenance scheduler deferred calibration due to spare shortage.
-20555,2024-03-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Packaging line stop reduced adjacent vibration background.
-20556,2024-03-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.113,False,Humidity excursion near finishing booth during coating run.
-20557,2024-03-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.178,False,Operator reported intermittent chatter on machine CNC-04.
-20558,2024-03-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.295,False,Temperature remained elevated during unscheduled overtime run.
-20559,2024-03-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.559,False,Maintenance note logged for coupling imbalance inspection.
-20560,2024-03-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.994,False,Calibration check overdue by 11 days for press-line transducer.
-20561,2024-03-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.272,False,Sensor enclosure opened for manual calibration verification.
-20562,2024-03-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.797,False,Machine idle period extended during planned sanitation window.
-20563,2024-03-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.125,False,Sensor heartbeat delayed by one interval after gateway retry.
-20564,2024-03-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,51.393,False,Transient outlier matched forklift impact near cabinet wall.
-20565,2024-03-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.373,False,Sensor signal clipping observed during startup surge.
-20566,2024-03-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.853,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20567,2024-03-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.017,False,Hydraulic line pressure oscillation detected under load.
-20568,2024-03-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.402,False,Night shift startup produced higher than normal vibration floor.
-20569,2024-03-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.083,False,Condensation warning cleared after dehumidifier ramp-up.
-20570,2024-03-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.787,False,Hydraulic line pressure oscillation detected under load.
-20571,2024-03-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Sensor battery health remains nominal after firmware update.
-20572,2024-03-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.942,False,Night shift startup produced higher than normal vibration floor.
-20573,2024-03-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.277,False,Maintenance scheduler deferred calibration due to spare shortage.
-20574,2024-03-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.484,False,Condensation warning cleared after dehumidifier ramp-up.
-20575,2024-03-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.219,False,Vibration burst exceeds envelope during tool change cycle.
-20576,2024-03-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.805,False,Temperature remained elevated during unscheduled overtime run.
-20577,2024-03-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.662,False,Night shift startup produced higher than normal vibration floor.
-20578,2024-03-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.353,False,Humidity excursion near finishing booth during coating run.
-20579,2024-03-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.157,False,Machine throughput increase drove sustained pressure uplift.
-20580,2024-03-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.141,False,Condensation warning cleared after dehumidifier ramp-up.
-20581,2024-03-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.747,False,Humidity excursion near finishing booth during coating run.
-20582,2024-03-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.393,False,Sensor enclosure opened for manual calibration verification.
-20583,2024-03-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.391,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20584,2024-03-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.467,False,Anomaly review flagged possible bearing wear progression.
-20585,2024-03-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.472,False,Condensation warning cleared after dehumidifier ramp-up.
-20586,2024-03-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.227,False,Vibration burst exceeds envelope during tool change cycle.
-20587,2024-03-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.729,False,Air handler maintenance reduced humidity variance on finishing line.
-20588,2024-03-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.462,False,Sensor heartbeat delayed by one interval after gateway retry.
-20589,2024-03-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.526,False,Humidity baseline improved after seal replacement.
-20590,2024-03-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.449,False,Sensor heartbeat delayed by one interval after gateway retry.
-20591,2024-03-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Press cycle dwell time lengthened during high-volume batch.
-20592,2024-03-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.933,False,Night shift startup produced higher than normal vibration floor.
-20593,2024-03-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.433,False,Temperature remained elevated during unscheduled overtime run.
-20594,2024-03-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.553,False,Bearing temperature rising faster than baseline on spindle cell.
-20595,2024-03-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.961,False,Humidity readings track seasonal rise across late spring.
-20596,2024-03-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.59,False,Telemetry quality flag downgraded during sensor self-test window.
-20597,2024-03-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.827,False,Pressure settled back to nominal after valve reseat.
-20598,2024-03-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.706,False,Night shift startup produced higher than normal vibration floor.
-20599,2024-03-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.917,False,Sensor signal clipping observed during startup surge.
-20600,2024-03-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.288,False,Night shift startup produced higher than normal vibration floor.
-20601,2024-03-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.301,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20602,2024-03-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.992,False,Maintenance crew confirmed lubrication interval was missed.
-20603,2024-03-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.734,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20604,2024-03-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.117,False,Quality team requested trace review for lot 24-118B.
-20605,2024-03-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.359,False,Transient outlier matched forklift impact near cabinet wall.
-20606,2024-03-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.976,False,Humidity readings track seasonal rise across late spring.
-20607,2024-03-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.205,False,Operator reported intermittent chatter on machine CNC-04.
-20608,2024-03-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.969,False,Temperature remained elevated during unscheduled overtime run.
-20609,2024-03-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.919,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20610,2024-03-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.851,False,Operator reported intermittent chatter on machine CNC-04.
-20611,2024-03-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.306,False,Supervisory alert generated after three consecutive threshold breaches.
-20612,2024-03-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.874,False,Sensor signal clipping observed during startup surge.
-20613,2024-03-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.76,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20614,2024-03-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.235,False,Edge collector replayed buffered events after network recovery.
-20615,2024-03-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.05,False,Reliability engineer tagged sample window for model retraining.
-20616,2024-03-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.1,False,Bearing temperature rising faster than baseline on spindle cell.
-20617,2024-03-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.076,False,Pressure peak corresponds to oversized billet batch processing.
-20618,2024-03-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.538,False,Sensor heartbeat delayed by one interval after gateway retry.
-20619,2024-03-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.075,False,Machine throughput increase drove sustained pressure uplift.
-20620,2024-03-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.462,False,Shift handoff note referenced unusual noise near press enclosure.
-20621,2024-03-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.006,False,Condensation warning cleared after dehumidifier ramp-up.
-20622,2024-03-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.499,False,Anomaly review flagged possible bearing wear progression.
-20623,2024-03-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.94,False,Warning threshold updated for pilot predictive-maintenance model.
-20624,2024-03-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.813,False,Anomaly review flagged possible bearing wear progression.
-20625,2024-03-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.767,False,Sensor enclosure opened for manual calibration verification.
-20626,2024-03-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.694,False,Bearing temperature rising faster than baseline on spindle cell.
-20627,2024-03-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.02,False,Warning threshold updated for pilot predictive-maintenance model.
-20628,2024-03-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.791,False,Coolant loop adjustment reduced chamber temperature spread.
-20629,2024-03-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.385,False,Telemetry quality flag downgraded during sensor self-test window.
-20630,2024-03-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.732,False,Sensor signal clipping observed during startup surge.
-20631,2024-03-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.018,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20632,2024-03-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.628,False,Pressure settled back to nominal after valve reseat.
-20633,2024-03-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.345,False,Telemetry quality flag downgraded during sensor self-test window.
-20634,2024-03-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.491,False,Calibration check overdue by 11 days for press-line transducer.
-20635,2024-03-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.772,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20636,2024-03-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.841,False,Thermal overshoot event coincided with recipe change on furnace.
-20637,2024-03-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20638,2024-03-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.547,False,Machine idle period extended during planned sanitation window.
-20639,2024-03-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.173,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20640,2024-03-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.469,False,Humidity baseline improved after seal replacement.
-20641,2024-03-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Reliability engineer tagged sample window for model retraining.
-20642,2024-03-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,65.922,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20643,2024-03-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.028,False,Vibration harmonics broadened during extended production run.
-20644,2024-03-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.023,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20645,2024-03-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.383,False,Operator reset acknowledged after red-tag inspection.
-20646,2024-03-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.532,False,Maintenance crew confirmed lubrication interval was missed.
-20647,2024-03-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.86,False,Temperature remained elevated during unscheduled overtime run.
-20648,2024-03-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20649,2024-03-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.563,False,Night shift startup produced higher than normal vibration floor.
-20650,2024-03-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.47,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20651,2024-03-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.369,False,Operator reported intermittent chatter on machine CNC-04.
-20652,2024-03-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.745,False,Maintenance scheduler deferred calibration due to spare shortage.
-20653,2024-03-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.621,False,Anomaly review flagged possible bearing wear progression.
-20654,2024-03-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.09,False,Pressure settled back to nominal after valve reseat.
-20655,2024-03-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.927,False,Dust extraction fan offline for 18 minutes on line finishing.
-20656,2024-03-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.332,False,Air handler maintenance reduced humidity variance on finishing line.
-20657,2024-03-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.697,False,Humidity baseline improved after seal replacement.
-20658,2024-03-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.779,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20659,2024-03-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.546,False,Sensor enclosure opened for manual calibration verification.
-20660,2024-03-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.951,False,Sensor signal clipping observed during startup surge.
-20661,2024-03-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20662,2024-03-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.261,False,Vibration harmonics broadened during extended production run.
-20663,2024-03-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.793,False,Vibration baseline recovered after tool holder replacement.
-20664,2024-03-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.014,False,Unbalanced load introduced cyclical pressure ripple.
-20665,2024-03-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.644,False,Temperature remained elevated during unscheduled overtime run.
-20666,2024-03-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.487,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20667,2024-03-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.016,False,Anomaly review flagged possible bearing wear progression.
-20668,2024-03-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.361,False,Pressure peak corresponds to oversized billet batch processing.
-20669,2024-03-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.849,False,Press cycle dwell time lengthened during high-volume batch.
-20670,2024-03-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.086,False,Operator reset acknowledged after red-tag inspection.
-20671,2024-03-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.571,False,Air handler maintenance reduced humidity variance on finishing line.
-20672,2024-03-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.9,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20673,2024-03-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.308,False,Vibration baseline recovered after tool holder replacement.
-20674,2024-03-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.046,False,Packaging line stop reduced adjacent vibration background.
-20675,2024-03-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.737,False,Sensor battery health remains nominal after firmware update.
-20676,2024-03-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.397,False,Temperature remained elevated during unscheduled overtime run.
-20677,2024-03-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.356,False,Maintenance crew confirmed lubrication interval was missed.
-20678,2024-03-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.717,False,Anomaly review flagged possible bearing wear progression.
-20679,2024-03-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.433,False,Shift handoff note referenced unusual noise near press enclosure.
-20680,2024-03-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.738,False,Machine idle period extended during planned sanitation window.
-20681,2024-03-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.217,False,Press cycle dwell time lengthened during high-volume batch.
-20682,2024-03-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.657,False,Night shift startup produced higher than normal vibration floor.
-20683,2024-03-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.982,False,Air handler maintenance reduced humidity variance on finishing line.
-20684,2024-03-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.806,False,Humidity excursion near finishing booth during coating run.
-20685,2024-03-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.969,False,Packaging line stop reduced adjacent vibration background.
-20686,2024-03-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.139,False,Temperature variance narrowed after coolant nozzle cleaning.
-20687,2024-03-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.394,False,Packaging line stop reduced adjacent vibration background.
-20688,2024-03-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.52,False,Sensor enclosure opened for manual calibration verification.
-20689,2024-03-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.106,False,Humidity excursion near finishing booth during coating run.
-20690,2024-03-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.183,False,Thermal ramp exceeded expected warmup curve before shift start.
-20691,2024-03-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.58,False,Temperature remained elevated during unscheduled overtime run.
-20692,2024-03-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.139,False,Operator reset acknowledged after red-tag inspection.
-20693,2024-03-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.752,False,Temporary gateway failover completed without data loss.
-20694,2024-03-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.22,False,Bearing temperature rising faster than baseline on spindle cell.
-20695,2024-03-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.985,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20696,2024-03-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.013,False,Dust extraction fan offline for 18 minutes on line finishing.
-20697,2024-03-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.632,False,Vibration baseline recovered after tool holder replacement.
-20698,2024-03-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.376,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20699,2024-03-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.555,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20700,2024-03-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.724,False,SCADA backfill inserted two delayed telemetry points.
-20701,2024-03-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.266,False,Reliability engineer tagged sample window for model retraining.
-20702,2024-03-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.833,False,Sensor signal clipping observed during startup surge.
-20703,2024-03-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.029,False,Quality team requested trace review for lot 24-118B.
-20704,2024-03-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.552,False,Telemetry quality flag downgraded during sensor self-test window.
-20705,2024-03-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.732,False,Vibration harmonics broadened during extended production run.
-20706,2024-03-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.304,False,Vibration burst exceeds envelope during tool change cycle.
-20707,2024-03-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.718,False,Packaging line stop reduced adjacent vibration background.
-20708,2024-03-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.902,False,Edge collector replayed buffered events after network recovery.
-20709,2024-03-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.935,False,Reliability engineer tagged sample window for model retraining.
-20710,2024-03-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.316,False,Sensor enclosure opened for manual calibration verification.
-20711,2024-03-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.895,False,Telemetry quality flag downgraded during sensor self-test window.
-20712,2024-03-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.599,False,Supervisory alert generated after three consecutive threshold breaches.
-20713,2024-03-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.719,False,Pressure settled back to nominal after valve reseat.
-20714,2024-03-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.444,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20715,2024-03-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.04,False,Pressure peak corresponds to oversized billet batch processing.
-20716,2024-03-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.786,False,Humidity baseline improved after seal replacement.
-20717,2024-03-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.653,False,Machine throughput increase drove sustained pressure uplift.
-20718,2024-03-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.053,False,Packaging line stop reduced adjacent vibration background.
-20719,2024-03-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.227,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20720,2024-03-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.262,False,Condensation warning cleared after dehumidifier ramp-up.
-20721,2024-03-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.742,False,Humidity baseline improved after seal replacement.
-20722,2024-03-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.716,False,Pressure settled back to nominal after valve reseat.
-20723,2024-03-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.476,False,Quality team requested trace review for lot 24-118B.
-20724,2024-03-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.912,False,Maintenance scheduler deferred calibration due to spare shortage.
-20725,2024-03-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.792,False,Sensor heartbeat delayed by one interval after gateway retry.
-20726,2024-03-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.84,False,Sensor battery health remains nominal after firmware update.
-20727,2024-03-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.623,False,Humidity readings track seasonal rise across late spring.
-20728,2024-03-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.993,False,Quality team requested trace review for lot 24-118B.
-20729,2024-03-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.588,False,Quality hold reduced finishing booth activity for one shift.
-20730,2024-03-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.495,False,Maintenance crew confirmed lubrication interval was missed.
-20731,2024-03-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.959,False,Packaging line stop reduced adjacent vibration background.
-20732,2024-03-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.269,False,Maintenance scheduler deferred calibration due to spare shortage.
-20733,2024-03-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Machine throughput increase drove sustained pressure uplift.
-20734,2024-03-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.651,False,Thermal ramp exceeded expected warmup curve before shift start.
-20735,2024-03-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.549,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20736,2024-03-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.139,False,Night shift startup produced higher than normal vibration floor.
-20737,2024-03-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.114,False,Vibration harmonics broadened during extended production run.
-20738,2024-03-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.639,False,Thermal ramp exceeded expected warmup curve before shift start.
-20739,2024-03-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.341,False,Unbalanced load introduced cyclical pressure ripple.
-20740,2024-03-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.394,False,Supervisory alert generated after three consecutive threshold breaches.
-20741,2024-03-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.581,False,Humidity baseline improved after seal replacement.
-20742,2024-03-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.729,False,Temperature variance narrowed after coolant nozzle cleaning.
-20743,2024-03-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.469,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20744,2024-03-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.06,False,Telemetry quality flag downgraded during sensor self-test window.
-20745,2024-03-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Humidity baseline improved after seal replacement.
-20746,2024-03-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.088,False,Humidity climbed during dock-door open period in afternoon shift.
-20747,2024-03-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.586,False,Thermal overshoot event coincided with recipe change on furnace.
-20748,2024-03-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.333,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20749,2024-03-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Humidity readings track seasonal rise across late spring.
-20750,2024-03-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.302,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20751,2024-03-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.101,False,Telemetry quality flag downgraded during sensor self-test window.
-20752,2024-03-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.082,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20753,2024-03-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.862,False,Pressure peak corresponds to oversized billet batch processing.
-20754,2024-03-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.963,False,Operator reported intermittent chatter on machine CNC-04.
-20755,2024-03-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.49,False,Sensor enclosure opened for manual calibration verification.
-20756,2024-03-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.182,False,Temporary gateway failover completed without data loss.
-20757,2024-03-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.316,False,Sensor signal clipping observed during startup surge.
-20758,2024-03-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.933,False,Air handler maintenance reduced humidity variance on finishing line.
-20759,2024-03-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.404,False,SCADA backfill inserted two delayed telemetry points.
-20760,2024-03-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.222,False,Sensor heartbeat delayed by one interval after gateway retry.
-20761,2024-03-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.535,False,Edge collector replayed buffered events after network recovery.
-20762,2024-03-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.793,False,Maintenance note logged for coupling imbalance inspection.
-20763,2024-03-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.74,False,Vibration baseline recovered after tool holder replacement.
-20764,2024-03-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.022,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20765,2024-03-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Vibration harmonics broadened during extended production run.
-20766,2024-03-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.625,False,Press cycle dwell time lengthened during high-volume batch.
-20767,2024-03-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.062,False,Sensor signal clipping observed during startup surge.
-20768,2024-03-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.203,False,Vibration burst exceeds envelope during tool change cycle.
-20769,2024-03-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.949,False,Coolant loop adjustment reduced chamber temperature spread.
-20770,2024-03-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.432,False,Night shift startup produced higher than normal vibration floor.
-20771,2024-03-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.784,False,Sensor enclosure opened for manual calibration verification.
-20772,2024-03-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.709,False,Hydraulic line pressure oscillation detected under load.
-20773,2024-03-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.958,False,Sensor battery health remains nominal after firmware update.
-20774,2024-03-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.148,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20775,2024-03-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.137,False,Temporary gateway failover completed without data loss.
-20776,2024-03-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.14,False,Sensor battery health remains nominal after firmware update.
-20777,2024-03-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.872,False,Machine throughput increase drove sustained pressure uplift.
-20778,2024-03-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.117,False,Calibration check overdue by 11 days for press-line transducer.
-20779,2024-03-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.744,False,Pressure peak corresponds to oversized billet batch processing.
-20780,2024-03-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.017,False,Thermal overshoot event coincided with recipe change on furnace.
-20781,2024-03-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.297,False,Machine idle period extended during planned sanitation window.
-20782,2024-03-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.432,False,Reliability engineer tagged sample window for model retraining.
-20783,2024-03-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.637,False,Vibration baseline recovered after tool holder replacement.
-20784,2024-03-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.22,False,Press cycle dwell time lengthened during high-volume batch.
-20785,2024-03-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.671,False,Humidity excursion near finishing booth during coating run.
-20786,2024-03-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.756,False,Coolant loop adjustment reduced chamber temperature spread.
-20787,2024-03-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.472,False,Vibration harmonics broadened during extended production run.
-20788,2024-03-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.036,False,Unbalanced load introduced cyclical pressure ripple.
-20789,2024-03-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.768,False,Packaging line stop reduced adjacent vibration background.
-20790,2024-03-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.65,False,Sensor 3 drift suspected after cross-check with manual gauge.
-20791,2024-03-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.695,False,Humidity excursion near finishing booth during coating run.
-20792,2024-03-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.369,False,Transient outlier matched forklift impact near cabinet wall.
-20793,2024-03-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.27,False,Shift handoff note referenced unusual noise near press enclosure.
-20794,2024-03-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.42,False,Dust extraction fan offline for 18 minutes on line finishing.
-20795,2024-03-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.612,False,Vibration baseline recovered after tool holder replacement.
-20796,2024-03-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.864,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20797,2024-03-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.51,False,Humidity readings track seasonal rise across late spring.
-20798,2024-03-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.269,False,Vibration burst exceeds envelope during tool change cycle.
-20799,2024-03-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.847,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20800,2024-03-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.036,False,Air handler maintenance reduced humidity variance on finishing line.
-20801,2024-03-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Vibration baseline recovered after tool holder replacement.
-20802,2024-03-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.058,False,Hydraulic line pressure oscillation detected under load.
-20803,2024-03-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.105,False,Quality hold reduced finishing booth activity for one shift.
-20804,2024-03-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.875,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20805,2024-03-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.903,False,SCADA backfill inserted two delayed telemetry points.
-20806,2024-03-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.4,False,Supervisory alert generated after three consecutive threshold breaches.
-20807,2024-03-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.422,False,Night shift startup produced higher than normal vibration floor.
-20808,2024-03-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.413,False,Quality hold reduced finishing booth activity for one shift.
-20809,2024-03-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.106,False,Maintenance scheduler deferred calibration due to spare shortage.
-20810,2024-03-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.42,False,Dust extraction fan offline for 18 minutes on line finishing.
-20811,2024-03-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.371,False,Maintenance crew confirmed lubrication interval was missed.
-20812,2024-03-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.059,False,Quality team requested trace review for lot 24-118B.
-20813,2024-03-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.899,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20814,2024-03-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.738,False,Transient outlier matched forklift impact near cabinet wall.
-20815,2024-03-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.219,False,Operator reported intermittent chatter on machine CNC-04.
-20816,2024-03-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,50.849,False,Maintenance scheduler deferred calibration due to spare shortage.
-20817,2024-03-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.152,False,Edge collector replayed buffered events after network recovery.
-20818,2024-03-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.179,False,Calibration check overdue by 11 days for press-line transducer.
-20819,2024-03-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.487,False,Vibration burst exceeds envelope during tool change cycle.
-20820,2024-03-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.914,False,Machine idle period extended during planned sanitation window.
-20821,2024-03-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.075,False,Sensor signal clipping observed during startup surge.
-20822,2024-03-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.153,False,Sensor battery health remains nominal after firmware update.
-20823,2024-03-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.669,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20824,2024-03-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.846,False,Sensor signal clipping observed during startup surge.
-20825,2024-03-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.819,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20826,2024-03-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.533,False,Pressure line purge completed before restart authorization.
-20827,2024-03-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Warning threshold updated for pilot predictive-maintenance model.
-20828,2024-03-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.166,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20829,2024-03-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.5,False,Vibration baseline recovered after tool holder replacement.
-20830,2024-03-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.644,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20831,2024-03-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.487,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20832,2024-03-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.494,False,Calibration check overdue by 11 days for press-line transducer.
-20833,2024-03-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.528,False,Pressure peak corresponds to oversized billet batch processing.
-20834,2024-03-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.481,False,Air handler maintenance reduced humidity variance on finishing line.
-20835,2024-03-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.313,False,Shift handoff note referenced unusual noise near press enclosure.
-20836,2024-03-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.378,False,SCADA backfill inserted two delayed telemetry points.
-20837,2024-03-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.245,False,Pressure line purge completed before restart authorization.
-20838,2024-03-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.253,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20839,2024-03-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.643,False,Temperature variance narrowed after coolant nozzle cleaning.
-20840,2024-03-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.487,False,Sensor enclosure opened for manual calibration verification.
-20841,2024-03-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.209,False,Machine throughput increase drove sustained pressure uplift.
-20842,2024-03-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.235,False,Humidity excursion near finishing booth during coating run.
-20843,2024-03-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.0,False,Bearing temperature rising faster than baseline on spindle cell.
-20844,2024-03-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.167,False,Sensor signal clipping observed during startup surge.
-20845,2024-03-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.056,False,Pressure line purge completed before restart authorization.
-20846,2024-03-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.722,False,Operator reset acknowledged after red-tag inspection.
-20847,2024-03-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.082,False,Vibration harmonics broadened during extended production run.
-20848,2024-03-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.382,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20849,2024-03-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.655,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20850,2024-03-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.403,False,Transient outlier matched forklift impact near cabinet wall.
-20851,2024-03-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.06,False,Sensor battery health remains nominal after firmware update.
-20852,2024-03-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.38,False,Temporary gateway failover completed without data loss.
-20853,2024-03-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.295,False,Sensor battery health remains nominal after firmware update.
-20854,2024-03-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.947,False,Condensation warning cleared after dehumidifier ramp-up.
-20855,2024-03-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.532,False,Maintenance note logged for coupling imbalance inspection.
-20856,2024-03-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.492,False,Machine throughput increase drove sustained pressure uplift.
-20857,2024-03-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.999,False,Thermal overshoot event coincided with recipe change on furnace.
-20858,2024-03-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.507,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20859,2024-03-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.001,False,Supervisory alert generated after three consecutive threshold breaches.
-20860,2024-03-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.977,False,Press cycle dwell time lengthened during high-volume batch.
-20861,2024-03-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.504,False,Machine idle period extended during planned sanitation window.
-20862,2024-03-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.056,False,Quality team requested trace review for lot 24-118B.
-20863,2024-03-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.39,False,Bearing temperature rising faster than baseline on spindle cell.
-20864,2024-03-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.793,False,Temporary gateway failover completed without data loss.
-20865,2024-03-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.469,False,Short-lived packet loss observed at edge gateway gw-02.
-20866,2024-03-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.359,False,Dust extraction fan offline for 18 minutes on line finishing.
-20867,2024-03-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.479,False,Humidity climbed during dock-door open period in afternoon shift.
-20868,2024-03-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.072,False,Transient outlier matched forklift impact near cabinet wall.
-20869,2024-03-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.228,False,Dust extraction fan offline for 18 minutes on line finishing.
-20870,2024-03-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.387,False,Night shift startup produced higher than normal vibration floor.
-20871,2024-03-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.607,False,Sensor signal clipping observed during startup surge.
-20872,2024-03-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.102,False,Vibration burst exceeds envelope during tool change cycle.
-20873,2024-03-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.937,False,Supervisory alert generated after three consecutive threshold breaches.
-20874,2024-03-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.731,False,Telemetry quality flag downgraded during sensor self-test window.
-20875,2024-03-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.082,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20876,2024-03-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.503,False,Humidity baseline improved after seal replacement.
-20877,2024-03-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.075,False,Reliability engineer tagged sample window for model retraining.
-20878,2024-03-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.398,False,Humidity baseline improved after seal replacement.
-20879,2024-03-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.101,False,Operator reset acknowledged after red-tag inspection.
-20880,2024-03-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.117,False,Temporary gateway failover completed without data loss.
-20881,2024-03-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.463,False,Sensor heartbeat delayed by one interval after gateway retry.
-20882,2024-03-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.314,False,Quality team requested trace review for lot 24-118B.
-20883,2024-03-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.83,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20884,2024-03-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.508,False,Press cycle dwell time lengthened during high-volume batch.
-20885,2024-03-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Pressure peak corresponds to oversized billet batch processing.
-20886,2024-03-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.178,False,Vibration harmonics broadened during extended production run.
-20887,2024-03-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.021,False,Supervisory alert generated after three consecutive threshold breaches.
-20888,2024-03-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.883,False,Night shift startup produced higher than normal vibration floor.
-20889,2024-03-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.662,False,Machine throughput increase drove sustained pressure uplift.
-20890,2024-03-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.931,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20891,2024-03-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.818,False,Warning threshold updated for pilot predictive-maintenance model.
-20892,2024-03-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.253,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20893,2024-03-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Operator reset acknowledged after red-tag inspection.
-20894,2024-03-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.155,False,Operator reported intermittent chatter on machine CNC-04.
-20895,2024-03-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.92,False,Temperature variance narrowed after coolant nozzle cleaning.
-20896,2024-03-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.568,False,Calibration check overdue by 11 days for press-line transducer.
-20897,2024-03-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.561,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20898,2024-03-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.61,False,Air handler maintenance reduced humidity variance on finishing line.
-20899,2024-03-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.854,False,Humidity climbed during dock-door open period in afternoon shift.
-20900,2024-03-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.059,False,Humidity climbed during dock-door open period in afternoon shift.
-20901,2024-03-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20902,2024-03-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.947,False,Vibration baseline recovered after tool holder replacement.
-20903,2024-03-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.157,False,Edge collector replayed buffered events after network recovery.
-20904,2024-03-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.142,False,Thermal ramp exceeded expected warmup curve before shift start.
-20905,2024-03-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.767,False,Supervisory alert generated after three consecutive threshold breaches.
-20906,2024-03-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.569,False,Machine idle period extended during planned sanitation window.
-20907,2024-03-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.633,False,Vibration burst exceeds envelope during tool change cycle.
-20908,2024-03-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.085,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20909,2024-03-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Temporary gateway failover completed without data loss.
-20910,2024-03-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.66,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20911,2024-03-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.003,False,Humidity baseline improved after seal replacement.
-20912,2024-03-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.244,False,Sensor signal clipping observed during startup surge.
-20913,2024-03-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.484,False,Coolant loop adjustment reduced chamber temperature spread.
-20914,2024-03-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.122,False,Vibration harmonics broadened during extended production run.
-20915,2024-03-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.558,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20916,2024-03-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.506,False,Vibration burst exceeds envelope during tool change cycle.
-20917,2024-03-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.924,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20918,2024-03-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.604,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20919,2024-03-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.294,False,Warning threshold updated for pilot predictive-maintenance model.
-20920,2024-03-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.777,False,Thermal ramp exceeded expected warmup curve before shift start.
-20921,2024-03-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.977,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20922,2024-03-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.665,False,Machine throughput increase drove sustained pressure uplift.
-20923,2024-03-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.044,False,Pressure peak corresponds to oversized billet batch processing.
-20924,2024-03-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.872,False,Pressure settled back to nominal after valve reseat.
-20925,2024-03-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Sensor signal clipping observed during startup surge.
-20926,2024-03-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.077,False,Vibration burst exceeds envelope during tool change cycle.
-20927,2024-03-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.191,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20928,2024-03-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.501,False,Maintenance note logged for coupling imbalance inspection.
-20929,2024-03-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.788,False,Condensation warning cleared after dehumidifier ramp-up.
-20930,2024-03-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.417,False,Maintenance scheduler deferred calibration due to spare shortage.
-20931,2024-03-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.431,False,Thermal ramp exceeded expected warmup curve before shift start.
-20932,2024-03-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.295,False,Humidity climbed during dock-door open period in afternoon shift.
-20933,2024-03-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.114,False,Sensor enclosure opened for manual calibration verification.
-20934,2024-03-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.014,False,Reliability engineer tagged sample window for model retraining.
-20935,2024-03-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.912,False,Dust extraction fan offline for 18 minutes on line finishing.
-20936,2024-03-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.853,False,Maintenance crew confirmed lubrication interval was missed.
-20937,2024-03-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.558,False,Temperature remained elevated during unscheduled overtime run.
-20938,2024-03-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.94,False,Unbalanced load introduced cyclical pressure ripple.
-20939,2024-03-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.084,False,Calibration check overdue by 11 days for press-line transducer.
-20940,2024-03-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.454,False,Thermal ramp exceeded expected warmup curve before shift start.
-20941,2024-03-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.176,False,SCADA backfill inserted two delayed telemetry points.
-20942,2024-03-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.121,False,Vibration burst exceeds envelope during tool change cycle.
-20943,2024-03-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.691,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20944,2024-03-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.172,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20945,2024-03-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Shift handoff note referenced unusual noise near press enclosure.
-20946,2024-03-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.318,False,Supervisory alert generated after three consecutive threshold breaches.
-20947,2024-03-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.466,False,Edge collector replayed buffered events after network recovery.
-20948,2024-03-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.631,False,Coolant loop adjustment reduced chamber temperature spread.
-20949,2024-03-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.55,False,Pressure settled back to nominal after valve reseat.
-20950,2024-03-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.935,False,Sensor signal clipping observed during startup surge.
-20951,2024-03-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.188,False,Shift handoff note referenced unusual noise near press enclosure.
-20952,2024-03-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.483,False,Maintenance crew confirmed lubrication interval was missed.
-20953,2024-03-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.881,False,Thermal ramp exceeded expected warmup curve before shift start.
-20954,2024-03-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.674,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-20955,2024-03-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Maintenance note logged for coupling imbalance inspection.
-20956,2024-03-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.754,False,Edge collector replayed buffered events after network recovery.
-20957,2024-03-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.759,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20958,2024-03-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.69,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20959,2024-03-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.914,False,Sensor enclosure opened for manual calibration verification.
-20960,2024-03-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.318,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20961,2024-03-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.371,False,Temperature variance narrowed after coolant nozzle cleaning.
-20962,2024-03-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.886,False,Compressed air fluctuation introduced pressure noise for two cycles.
-20963,2024-03-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.005,False,Air handler maintenance reduced humidity variance on finishing line.
-20964,2024-03-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.441,False,Maintenance scheduler deferred calibration due to spare shortage.
-20965,2024-03-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.091,False,Ambient temperature stabilized after HVAC stage-two engagement.
-20966,2024-03-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.052,False,Thermal overshoot event coincided with recipe change on furnace.
-20967,2024-03-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.302,False,Vibration burst exceeds envelope during tool change cycle.
-20968,2024-03-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.878,False,Press cycle dwell time lengthened during high-volume batch.
-20969,2024-03-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.32,False,Packaging line stop reduced adjacent vibration background.
-20970,2024-03-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.346,False,Pressure line purge completed before restart authorization.
-20971,2024-03-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.883,False,Hydraulic line pressure oscillation detected under load.
-20972,2024-03-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.959,False,Condensation warning cleared after dehumidifier ramp-up.
-20973,2024-03-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.891,False,Calibration check overdue by 11 days for press-line transducer.
-20974,2024-03-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.929,False,Telemetry quality flag downgraded during sensor self-test window.
-20975,2024-03-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.92,False,Bearing temperature rising faster than baseline on spindle cell.
-20976,2024-03-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.978,False,Quality hold reduced finishing booth activity for one shift.
-20977,2024-03-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.51,False,Bearing temperature rising faster than baseline on spindle cell.
-20978,2024-03-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.376,False,Sensor heartbeat delayed by one interval after gateway retry.
-20979,2024-03-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.986,False,Telemetry quality flag downgraded during sensor self-test window.
-20980,2024-03-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.32,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-20981,2024-03-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.337,False,Vibration burst exceeds envelope during tool change cycle.
-20982,2024-03-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.023,False,Packaging line stop reduced adjacent vibration background.
-20983,2024-03-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.298,False,Warning threshold updated for pilot predictive-maintenance model.
-20984,2024-03-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,57.774,False,Machine idle period extended during planned sanitation window.
-20985,2024-03-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.075,False,Calibration check overdue by 11 days for press-line transducer.
-20986,2024-03-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.938,False,Vibration burst exceeds envelope during tool change cycle.
-20987,2024-03-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.889,False,Sensor enclosure opened for manual calibration verification.
-20988,2024-03-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.568,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-20989,2024-03-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,SCADA backfill inserted two delayed telemetry points.
-20990,2024-03-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.981,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20991,2024-03-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.745,False,Heat-treat furnace door cycling increased localized temperature spikes.
-20992,2024-03-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.511,False,Humidity baseline improved after seal replacement.
-20993,2024-03-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Short-lived packet loss observed at edge gateway gw-02.
-20994,2024-03-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.931,False,Shift handoff note referenced unusual noise near press enclosure.
-20995,2024-03-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.225,False,Warning threshold updated for pilot predictive-maintenance model.
-20996,2024-03-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.086,False,Coolant loop adjustment reduced chamber temperature spread.
-20997,2024-03-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.751,False,Operator reported intermittent chatter on machine CNC-04.
-20998,2024-03-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.357,False,Hydraulic line pressure oscillation detected under load.
-20999,2024-03-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.222,False,Vibration burst exceeds envelope during tool change cycle.
-21000,2024-03-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.36,False,Unbalanced load introduced cyclical pressure ripple.
-21001,2024-03-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Vibration burst exceeds envelope during tool change cycle.
-21002,2024-03-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.164,False,Pressure line purge completed before restart authorization.
-21003,2024-03-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.377,False,Temperature variance narrowed after coolant nozzle cleaning.
-21004,2024-03-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.075,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21005,2024-03-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.924,False,Short-lived packet loss observed at edge gateway gw-02.
-21006,2024-03-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.47,False,Warning threshold updated for pilot predictive-maintenance model.
-21007,2024-03-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.61,False,Bearing temperature rising faster than baseline on spindle cell.
-21008,2024-03-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.655,False,Warning threshold updated for pilot predictive-maintenance model.
-21009,2024-03-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Maintenance scheduler deferred calibration due to spare shortage.
-21010,2024-03-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.653,False,Air handler maintenance reduced humidity variance on finishing line.
-21011,2024-03-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.848,False,Bearing temperature rising faster than baseline on spindle cell.
-21012,2024-03-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.62,False,Bearing temperature rising faster than baseline on spindle cell.
-21013,2024-03-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.001,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21014,2024-03-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.758,False,Pressure settled back to nominal after valve reseat.
-21015,2024-03-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.623,False,Vibration burst exceeds envelope during tool change cycle.
-21016,2024-03-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.084,False,Edge collector replayed buffered events after network recovery.
-21017,2024-03-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.999,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21018,2024-03-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.213,False,Humidity excursion near finishing booth during coating run.
-21019,2024-03-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.232,False,Short-lived packet loss observed at edge gateway gw-02.
-21020,2024-03-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.811,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21021,2024-03-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Telemetry quality flag downgraded during sensor self-test window.
-21022,2024-03-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.911,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21023,2024-03-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.311,False,Vibration harmonics broadened during extended production run.
-21024,2024-03-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.315,False,Machine idle period extended during planned sanitation window.
-21025,2024-03-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.168,False,Temporary gateway failover completed without data loss.
-21026,2024-03-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.452,False,Warning threshold updated for pilot predictive-maintenance model.
-21027,2024-03-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.002,False,Temperature variance narrowed after coolant nozzle cleaning.
-21028,2024-03-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.162,False,Humidity readings track seasonal rise across late spring.
-21029,2024-03-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.365,False,Quality hold reduced finishing booth activity for one shift.
-21030,2024-03-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.496,False,Hydraulic line pressure oscillation detected under load.
-21031,2024-03-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.186,False,Maintenance note logged for coupling imbalance inspection.
-21032,2024-03-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.056,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21033,2024-03-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.75,False,Quality hold reduced finishing booth activity for one shift.
-21034,2024-03-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.319,False,Maintenance scheduler deferred calibration due to spare shortage.
-21035,2024-03-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.418,False,Temperature remained elevated during unscheduled overtime run.
-21036,2024-03-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.874,False,Vibration burst exceeds envelope during tool change cycle.
-21037,2024-03-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Sensor signal clipping observed during startup surge.
-21038,2024-03-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.266,False,Press cycle dwell time lengthened during high-volume batch.
-21039,2024-03-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.259,False,Air handler maintenance reduced humidity variance on finishing line.
-21040,2024-03-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.745,False,Telemetry quality flag downgraded during sensor self-test window.
-21041,2024-03-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.015,False,Unbalanced load introduced cyclical pressure ripple.
-21042,2024-03-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.869,False,Vibration baseline recovered after tool holder replacement.
-21043,2024-03-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.23,False,Machine throughput increase drove sustained pressure uplift.
-21044,2024-03-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.135,False,Maintenance note logged for coupling imbalance inspection.
-21045,2024-03-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.069,False,Sensor signal clipping observed during startup surge.
-21046,2024-03-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.327,False,Sensor heartbeat delayed by one interval after gateway retry.
-21047,2024-03-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Packaging line stop reduced adjacent vibration background.
-21048,2024-03-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.414,False,Bearing temperature rising faster than baseline on spindle cell.
-21049,2024-03-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.031,False,Transient outlier matched forklift impact near cabinet wall.
-21050,2024-03-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.848,False,Press cycle dwell time lengthened during high-volume batch.
-21051,2024-03-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.227,False,Operator reported intermittent chatter on machine CNC-04.
-21052,2024-03-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.012,False,Packaging line stop reduced adjacent vibration background.
-21053,2024-03-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Night shift startup produced higher than normal vibration floor.
-21054,2024-03-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.836,False,Sensor signal clipping observed during startup surge.
-21055,2024-03-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.159,False,Telemetry quality flag downgraded during sensor self-test window.
-21056,2024-03-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.261,False,Thermal ramp exceeded expected warmup curve before shift start.
-21057,2024-03-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.284,False,Shift handoff note referenced unusual noise near press enclosure.
-21058,2024-03-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.302,False,Sensor heartbeat delayed by one interval after gateway retry.
-21059,2024-03-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.529,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21060,2024-03-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.282,False,Condensation warning cleared after dehumidifier ramp-up.
-21061,2024-03-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.105,False,SCADA backfill inserted two delayed telemetry points.
-21062,2024-03-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.981,False,Maintenance crew confirmed lubrication interval was missed.
-21063,2024-03-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.673,False,Edge collector replayed buffered events after network recovery.
-21064,2024-03-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.062,False,Humidity excursion near finishing booth during coating run.
-21065,2024-03-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.296,False,Sensor signal clipping observed during startup surge.
-21066,2024-03-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.021,False,Operator reported intermittent chatter on machine CNC-04.
-21067,2024-03-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.746,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21068,2024-03-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.038,False,Machine throughput increase drove sustained pressure uplift.
-21069,2024-03-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.428,False,Coolant loop adjustment reduced chamber temperature spread.
-21070,2024-03-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.357,False,Humidity excursion near finishing booth during coating run.
-21071,2024-03-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.221,False,Maintenance scheduler deferred calibration due to spare shortage.
-21072,2024-03-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.577,False,Maintenance crew confirmed lubrication interval was missed.
-21073,2024-03-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.466,False,Humidity excursion near finishing booth during coating run.
-21074,2024-03-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.499,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21075,2024-03-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.61,False,Machine throughput increase drove sustained pressure uplift.
-21076,2024-03-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.545,False,SCADA backfill inserted two delayed telemetry points.
-21077,2024-03-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.906,False,Machine throughput increase drove sustained pressure uplift.
-21078,2024-03-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.951,False,Pressure line purge completed before restart authorization.
-21079,2024-03-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.63,False,Shift handoff note referenced unusual noise near press enclosure.
-21080,2024-03-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.321,False,Operator reported intermittent chatter on machine CNC-04.
-21081,2024-03-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.025,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21082,2024-03-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.748,False,Hydraulic line pressure oscillation detected under load.
-21083,2024-03-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,Maintenance note logged for coupling imbalance inspection.
-21084,2024-03-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.303,False,Sensor signal clipping observed during startup surge.
-21085,2024-03-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Pressure peak corresponds to oversized billet batch processing.
-21086,2024-03-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.041,False,Quality hold reduced finishing booth activity for one shift.
-21087,2024-03-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.224,False,Edge collector replayed buffered events after network recovery.
-21088,2024-03-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.718,False,Machine throughput increase drove sustained pressure uplift.
-21089,2024-03-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.099,False,Humidity readings track seasonal rise across late spring.
-21090,2024-03-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.707,False,Vibration burst exceeds envelope during tool change cycle.
-21091,2024-03-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.114,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21092,2024-03-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.259,False,Bearing temperature rising faster than baseline on spindle cell.
-21093,2024-03-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.796,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21094,2024-03-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.675,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21095,2024-03-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.862,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21096,2024-03-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.109,False,Temperature variance narrowed after coolant nozzle cleaning.
-21097,2024-03-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.425,False,Vibration burst exceeds envelope during tool change cycle.
-21098,2024-03-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.535,False,Pressure settled back to nominal after valve reseat.
-21099,2024-03-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.998,False,Humidity readings track seasonal rise across late spring.
-21100,2024-03-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.865,False,Sensor heartbeat delayed by one interval after gateway retry.
-21101,2024-03-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.53,False,Telemetry quality flag downgraded during sensor self-test window.
-21102,2024-03-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.782,False,Humidity climbed during dock-door open period in afternoon shift.
-21103,2024-03-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.737,False,Humidity baseline improved after seal replacement.
-21104,2024-03-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.767,False,Shift handoff note referenced unusual noise near press enclosure.
-21105,2024-03-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.389,False,Unbalanced load introduced cyclical pressure ripple.
-21106,2024-03-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.764,False,Coolant loop adjustment reduced chamber temperature spread.
-21107,2024-03-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.379,False,Pressure line purge completed before restart authorization.
-21108,2024-03-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.043,False,Coolant loop adjustment reduced chamber temperature spread.
-21109,2024-03-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.473,False,Humidity baseline improved after seal replacement.
-21110,2024-03-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.439,False,Shift handoff note referenced unusual noise near press enclosure.
-21111,2024-03-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.647,False,Quality team requested trace review for lot 24-118B.
-21112,2024-03-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.218,False,Anomaly review flagged possible bearing wear progression.
-21113,2024-03-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.951,False,Vibration harmonics broadened during extended production run.
-21114,2024-03-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.953,False,Vibration burst exceeds envelope during tool change cycle.
-21115,2024-03-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.781,False,Machine idle period extended during planned sanitation window.
-21116,2024-03-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.321,False,Sensor signal clipping observed during startup surge.
-21117,2024-03-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.781,False,Vibration harmonics broadened during extended production run.
-21118,2024-03-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.656,False,Calibration check overdue by 11 days for press-line transducer.
-21119,2024-03-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.114,False,Dust extraction fan offline for 18 minutes on line finishing.
-21120,2024-03-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.63,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21121,2024-03-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.057,False,Operator reset acknowledged after red-tag inspection.
-21122,2024-03-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.719,False,Pressure line purge completed before restart authorization.
-21123,2024-03-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.32,False,Maintenance scheduler deferred calibration due to spare shortage.
-21124,2024-03-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.249,False,Sensor signal clipping observed during startup surge.
-21125,2024-03-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.253,False,Reliability engineer tagged sample window for model retraining.
-21126,2024-03-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.893,False,Reliability engineer tagged sample window for model retraining.
-21127,2024-03-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.235,False,Press cycle dwell time lengthened during high-volume batch.
-21128,2024-03-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.877,False,Condensation warning cleared after dehumidifier ramp-up.
-21129,2024-03-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.219,False,Dust extraction fan offline for 18 minutes on line finishing.
-21130,2024-03-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.01,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21131,2024-03-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.82,False,Calibration check overdue by 11 days for press-line transducer.
-21132,2024-03-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.718,False,Thermal ramp exceeded expected warmup curve before shift start.
-21133,2024-03-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.043,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21134,2024-03-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.559,False,Pressure settled back to nominal after valve reseat.
-21135,2024-03-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.339,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21136,2024-03-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.793,False,Vibration burst exceeds envelope during tool change cycle.
-21137,2024-03-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.124,False,Coolant loop adjustment reduced chamber temperature spread.
-21138,2024-03-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.617,False,Telemetry quality flag downgraded during sensor self-test window.
-21139,2024-03-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.871,False,Air handler maintenance reduced humidity variance on finishing line.
-21140,2024-03-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.606,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21141,2024-03-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.17,False,Short-lived packet loss observed at edge gateway gw-02.
-21142,2024-03-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.515,False,Machine throughput increase drove sustained pressure uplift.
-21143,2024-03-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.002,False,Anomaly review flagged possible bearing wear progression.
-21144,2024-03-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.438,False,Pressure line purge completed before restart authorization.
-21145,2024-03-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.603,False,Vibration baseline recovered after tool holder replacement.
-21146,2024-03-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.265,False,Humidity readings track seasonal rise across late spring.
-21147,2024-03-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.352,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21148,2024-03-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.552,False,Pressure peak corresponds to oversized billet batch processing.
-21149,2024-03-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.808,False,Temperature variance narrowed after coolant nozzle cleaning.
-21150,2024-03-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.952,False,Temporary gateway failover completed without data loss.
-21151,2024-03-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.761,False,Pressure line purge completed before restart authorization.
-21152,2024-03-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,54.067,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21153,2024-03-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.731,False,Maintenance note logged for coupling imbalance inspection.
-21154,2024-03-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.021,False,Calibration check overdue by 11 days for press-line transducer.
-21155,2024-03-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.99,False,Edge collector replayed buffered events after network recovery.
-21156,2024-03-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.467,False,Humidity excursion near finishing booth during coating run.
-21157,2024-03-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.72,False,Telemetry quality flag downgraded during sensor self-test window.
-21158,2024-03-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,59.115,False,Temporary gateway failover completed without data loss.
-21159,2024-03-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.667,False,Quality team requested trace review for lot 24-118B.
-21160,2024-03-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.526,False,Quality team requested trace review for lot 24-118B.
-21161,2024-03-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.935,False,Hydraulic line pressure oscillation detected under load.
-21162,2024-03-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.141,False,Dust extraction fan offline for 18 minutes on line finishing.
-21163,2024-03-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.461,False,Unbalanced load introduced cyclical pressure ripple.
-21164,2024-03-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.909,False,Sensor signal clipping observed during startup surge.
-21165,2024-03-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.732,False,Temporary gateway failover completed without data loss.
-21166,2024-03-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.5,False,Operator reported intermittent chatter on machine CNC-04.
-21167,2024-03-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.775,False,Packaging line stop reduced adjacent vibration background.
-21168,2024-03-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.461,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21169,2024-03-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.822,False,Humidity climbed during dock-door open period in afternoon shift.
-21170,2024-03-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.104,False,Thermal ramp exceeded expected warmup curve before shift start.
-21171,2024-03-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.772,False,SCADA backfill inserted two delayed telemetry points.
-21172,2024-03-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.024,False,Sensor signal clipping observed during startup surge.
-21173,2024-03-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.172,False,Unbalanced load introduced cyclical pressure ripple.
-21174,2024-03-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.268,False,Humidity readings track seasonal rise across late spring.
-21175,2024-03-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.657,False,Night shift startup produced higher than normal vibration floor.
-21176,2024-03-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.178,False,Maintenance note logged for coupling imbalance inspection.
-21177,2024-03-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.915,False,Temperature remained elevated during unscheduled overtime run.
-21178,2024-03-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.904,False,Pressure settled back to nominal after valve reseat.
-21179,2024-03-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.174,False,Bearing temperature rising faster than baseline on spindle cell.
-21180,2024-03-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.17,False,Humidity excursion near finishing booth during coating run.
-21181,2024-03-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.238,False,Humidity excursion near finishing booth during coating run.
-21182,2024-03-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.985,False,Pressure settled back to nominal after valve reseat.
-21183,2024-03-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.991,False,Machine throughput increase drove sustained pressure uplift.
-21184,2024-03-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.496,False,Quality hold reduced finishing booth activity for one shift.
-21185,2024-03-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.431,False,Vibration harmonics broadened during extended production run.
-21186,2024-03-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.266,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21187,2024-03-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.138,False,Temperature variance narrowed after coolant nozzle cleaning.
-21188,2024-03-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.701,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21189,2024-03-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.4,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21190,2024-03-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.377,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21191,2024-03-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.996,False,Condensation warning cleared after dehumidifier ramp-up.
-21192,2024-03-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.071,False,SCADA backfill inserted two delayed telemetry points.
-21193,2024-03-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.101,False,Supervisory alert generated after three consecutive threshold breaches.
-21194,2024-03-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.826,False,Air handler maintenance reduced humidity variance on finishing line.
-21195,2024-03-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.39,False,Operator reported intermittent chatter on machine CNC-04.
-21196,2024-03-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.156,False,Humidity readings track seasonal rise across late spring.
-21197,2024-03-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.234,False,Unbalanced load introduced cyclical pressure ripple.
-21198,2024-03-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.386,False,Temperature variance narrowed after coolant nozzle cleaning.
-21199,2024-03-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.579,False,Telemetry quality flag downgraded during sensor self-test window.
-21200,2024-03-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.26,False,Night shift startup produced higher than normal vibration floor.
-21201,2024-03-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.391,False,Maintenance crew confirmed lubrication interval was missed.
-21202,2024-03-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.174,False,Operator reported intermittent chatter on machine CNC-04.
-21203,2024-03-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.067,False,Thermal overshoot event coincided with recipe change on furnace.
-21204,2024-03-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.672,False,Sensor signal clipping observed during startup surge.
-21205,2024-03-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.118,False,Press cycle dwell time lengthened during high-volume batch.
-21206,2024-03-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.564,False,Dust extraction fan offline for 18 minutes on line finishing.
-21207,2024-03-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.653,False,Packaging line stop reduced adjacent vibration background.
-21208,2024-03-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.795,False,Temperature variance narrowed after coolant nozzle cleaning.
-21209,2024-03-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.449,False,Edge collector replayed buffered events after network recovery.
-21210,2024-03-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.188,False,Operator reset acknowledged after red-tag inspection.
-21211,2024-03-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.146,False,Reliability engineer tagged sample window for model retraining.
-21212,2024-03-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.907,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21213,2024-03-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.6,False,Quality team requested trace review for lot 24-118B.
-21214,2024-03-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.187,False,Anomaly review flagged possible bearing wear progression.
-21215,2024-03-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.825,False,Transient outlier matched forklift impact near cabinet wall.
-21216,2024-03-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.925,False,Coolant loop adjustment reduced chamber temperature spread.
-21217,2024-03-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.712,False,Humidity excursion near finishing booth during coating run.
-21218,2024-03-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.571,False,Thermal overshoot event coincided with recipe change on furnace.
-21219,2024-03-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.659,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21220,2024-03-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.14,False,Sensor enclosure opened for manual calibration verification.
-21221,2024-03-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.219,False,Reliability engineer tagged sample window for model retraining.
-21222,2024-03-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.852,False,Reliability engineer tagged sample window for model retraining.
-21223,2024-03-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.561,False,Temperature remained elevated during unscheduled overtime run.
-21224,2024-03-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.183,False,Sensor heartbeat delayed by one interval after gateway retry.
-21225,2024-03-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.431,False,Supervisory alert generated after three consecutive threshold breaches.
-21226,2024-03-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.669,False,Transient outlier matched forklift impact near cabinet wall.
-21227,2024-03-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.811,False,Temperature variance narrowed after coolant nozzle cleaning.
-21228,2024-03-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.134,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21229,2024-03-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.423,False,Pressure line purge completed before restart authorization.
-21230,2024-03-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.955,False,Hydraulic line pressure oscillation detected under load.
-21231,2024-03-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.848,False,Packaging line stop reduced adjacent vibration background.
-21232,2024-03-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.424,False,Thermal ramp exceeded expected warmup curve before shift start.
-21233,2024-03-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.934,False,Temporary gateway failover completed without data loss.
-21234,2024-03-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.913,False,Humidity climbed during dock-door open period in afternoon shift.
-21235,2024-03-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.399,False,Humidity climbed during dock-door open period in afternoon shift.
-21236,2024-03-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.036,False,Dust extraction fan offline for 18 minutes on line finishing.
-21237,2024-03-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.38,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21238,2024-03-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.403,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21239,2024-03-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.864,False,Machine throughput increase drove sustained pressure uplift.
-21240,2024-03-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.399,False,Night shift startup produced higher than normal vibration floor.
-21241,2024-03-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Humidity baseline improved after seal replacement.
-21242,2024-03-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.909,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21243,2024-03-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.658,False,Reliability engineer tagged sample window for model retraining.
-21244,2024-03-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.426,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21245,2024-03-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.135,False,Temperature variance narrowed after coolant nozzle cleaning.
-21246,2024-03-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.701,False,Machine idle period extended during planned sanitation window.
-21247,2024-03-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.514,False,Temperature remained elevated during unscheduled overtime run.
-21248,2024-03-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.069,False,Quality hold reduced finishing booth activity for one shift.
-21249,2024-03-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.788,False,Warning threshold updated for pilot predictive-maintenance model.
-21250,2024-03-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.07,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21251,2024-03-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.004,False,Operator reset acknowledged after red-tag inspection.
-21252,2024-03-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.384,False,Maintenance scheduler deferred calibration due to spare shortage.
-21253,2024-03-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.918,False,Thermal overshoot event coincided with recipe change on furnace.
-21254,2024-03-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.532,False,Humidity readings track seasonal rise across late spring.
-21255,2024-03-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.489,False,Dust extraction fan offline for 18 minutes on line finishing.
-21256,2024-03-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.868,False,Telemetry quality flag downgraded during sensor self-test window.
-21257,2024-03-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.158,False,Thermal ramp exceeded expected warmup curve before shift start.
-21258,2024-03-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.536,False,Unbalanced load introduced cyclical pressure ripple.
-21259,2024-03-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.31,False,Pressure settled back to nominal after valve reseat.
-21260,2024-03-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.433,False,Quality hold reduced finishing booth activity for one shift.
-21261,2024-03-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Air handler maintenance reduced humidity variance on finishing line.
-21262,2024-03-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.131,False,Operator reset acknowledged after red-tag inspection.
-21263,2024-03-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.48,False,Warning threshold updated for pilot predictive-maintenance model.
-21264,2024-03-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.62,False,Sensor battery health remains nominal after firmware update.
-21265,2024-03-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.667,False,Hydraulic line pressure oscillation detected under load.
-21266,2024-03-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.205,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21267,2024-03-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.4,False,Packaging line stop reduced adjacent vibration background.
-21268,2024-03-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.775,False,Temperature variance narrowed after coolant nozzle cleaning.
-21269,2024-03-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.498,False,Operator reported intermittent chatter on machine CNC-04.
-21270,2024-03-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.432,False,Operator reported intermittent chatter on machine CNC-04.
-21271,2024-03-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.672,False,SCADA backfill inserted two delayed telemetry points.
-21272,2024-03-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.466,False,Anomaly review flagged possible bearing wear progression.
-21273,2024-03-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.996,False,Quality team requested trace review for lot 24-118B.
-21274,2024-03-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.624,False,Dust extraction fan offline for 18 minutes on line finishing.
-21275,2024-03-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.439,False,Humidity baseline improved after seal replacement.
-21276,2024-03-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.161,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21277,2024-03-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Dust extraction fan offline for 18 minutes on line finishing.
-21278,2024-03-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.832,False,Humidity readings track seasonal rise across late spring.
-21279,2024-03-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.288,False,Operator reported intermittent chatter on machine CNC-04.
-21280,2024-03-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.816,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21281,2024-03-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.137,False,Telemetry quality flag downgraded during sensor self-test window.
-21282,2024-03-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.487,False,Anomaly review flagged possible bearing wear progression.
-21283,2024-03-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.967,False,Vibration baseline recovered after tool holder replacement.
-21284,2024-03-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.775,False,Reliability engineer tagged sample window for model retraining.
-21285,2024-03-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21286,2024-03-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.994,False,Sensor heartbeat delayed by one interval after gateway retry.
-21287,2024-03-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.165,False,Anomaly review flagged possible bearing wear progression.
-21288,2024-03-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.606,False,Maintenance scheduler deferred calibration due to spare shortage.
-21289,2024-03-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Sensor signal clipping observed during startup surge.
-21290,2024-03-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.784,False,Sensor heartbeat delayed by one interval after gateway retry.
-21291,2024-03-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Machine idle period extended during planned sanitation window.
-21292,2024-03-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.832,False,Edge collector replayed buffered events after network recovery.
-21293,2024-03-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.502,False,Press cycle dwell time lengthened during high-volume batch.
-21294,2024-03-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.069,False,Sensor battery health remains nominal after firmware update.
-21295,2024-03-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.264,False,Operator reported intermittent chatter on machine CNC-04.
-21296,2024-03-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.99,False,Quality team requested trace review for lot 24-118B.
-21297,2024-03-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.563,False,Operator reset acknowledged after red-tag inspection.
-21298,2024-03-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.195,False,Temperature remained elevated during unscheduled overtime run.
-21299,2024-03-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.746,False,Temperature variance narrowed after coolant nozzle cleaning.
-21300,2024-03-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.157,False,Humidity excursion near finishing booth during coating run.
-21301,2024-03-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.26,False,Thermal overshoot event coincided with recipe change on furnace.
-21302,2024-03-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.238,False,Air handler maintenance reduced humidity variance on finishing line.
-21303,2024-03-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.228,False,Humidity baseline improved after seal replacement.
-21304,2024-03-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,54.081,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21305,2024-03-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Hydraulic line pressure oscillation detected under load.
-21306,2024-03-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.747,False,Transient outlier matched forklift impact near cabinet wall.
-21307,2024-03-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.768,False,Supervisory alert generated after three consecutive threshold breaches.
-21308,2024-03-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.146,False,Humidity readings track seasonal rise across late spring.
-21309,2024-03-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.854,False,Shift handoff note referenced unusual noise near press enclosure.
-21310,2024-03-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.409,False,Shift handoff note referenced unusual noise near press enclosure.
-21311,2024-03-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.606,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21312,2024-03-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.492,False,Operator reset acknowledged after red-tag inspection.
-21313,2024-03-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.491,False,Pressure peak corresponds to oversized billet batch processing.
-21314,2024-03-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.784,False,Temperature variance narrowed after coolant nozzle cleaning.
-21315,2024-03-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.872,False,Calibration check overdue by 11 days for press-line transducer.
-21316,2024-03-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.267,False,Short-lived packet loss observed at edge gateway gw-02.
-21317,2024-03-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.212,False,Bearing temperature rising faster than baseline on spindle cell.
-21318,2024-03-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.21,False,Pressure line purge completed before restart authorization.
-21319,2024-03-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.495,False,Supervisory alert generated after three consecutive threshold breaches.
-21320,2024-03-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.087,False,Thermal ramp exceeded expected warmup curve before shift start.
-21321,2024-03-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.965,False,Shift handoff note referenced unusual noise near press enclosure.
-21322,2024-03-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.274,False,Pressure settled back to nominal after valve reseat.
-21323,2024-03-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.589,False,Pressure settled back to nominal after valve reseat.
-21324,2024-03-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.92,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21325,2024-03-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.438,False,Thermal ramp exceeded expected warmup curve before shift start.
-21326,2024-03-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.182,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21327,2024-03-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.377,False,Humidity climbed during dock-door open period in afternoon shift.
-21328,2024-03-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.367,False,Unbalanced load introduced cyclical pressure ripple.
-21329,2024-03-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.848,False,Machine idle period extended during planned sanitation window.
-21330,2024-03-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.216,False,Transient outlier matched forklift impact near cabinet wall.
-21331,2024-03-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.83,False,Pressure peak corresponds to oversized billet batch processing.
-21332,2024-03-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.442,False,Pressure peak corresponds to oversized billet batch processing.
-21333,2024-03-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.418,False,Condensation warning cleared after dehumidifier ramp-up.
-21334,2024-03-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.243,False,SCADA backfill inserted two delayed telemetry points.
-21335,2024-03-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.44,False,Quality team requested trace review for lot 24-118B.
-21336,2024-03-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.122,False,Calibration check overdue by 11 days for press-line transducer.
-21337,2024-03-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.996,False,Shift handoff note referenced unusual noise near press enclosure.
-21338,2024-03-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.919,False,Warning threshold updated for pilot predictive-maintenance model.
-21339,2024-03-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.706,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21340,2024-03-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.824,False,Night shift startup produced higher than normal vibration floor.
-21341,2024-03-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.707,False,Operator reset acknowledged after red-tag inspection.
-21342,2024-03-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.966,False,Condensation warning cleared after dehumidifier ramp-up.
-21343,2024-03-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.158,False,SCADA backfill inserted two delayed telemetry points.
-21344,2024-03-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.147,False,Temperature remained elevated during unscheduled overtime run.
-21345,2024-03-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.651,False,Thermal ramp exceeded expected warmup curve before shift start.
-21346,2024-03-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.517,False,Sensor signal clipping observed during startup surge.
-21347,2024-03-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.871,False,Sensor signal clipping observed during startup surge.
-21348,2024-03-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.325,False,Sensor battery health remains nominal after firmware update.
-21349,2024-03-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.32,False,Temperature variance narrowed after coolant nozzle cleaning.
-21350,2024-03-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.607,False,Pressure line purge completed before restart authorization.
-21351,2024-03-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.371,False,Temperature remained elevated during unscheduled overtime run.
-21352,2024-03-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.616,False,Coolant loop adjustment reduced chamber temperature spread.
-21353,2024-03-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.499,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21354,2024-03-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.93,False,SCADA backfill inserted two delayed telemetry points.
-21355,2024-03-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.881,False,Vibration burst exceeds envelope during tool change cycle.
-21356,2024-03-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.156,False,Short-lived packet loss observed at edge gateway gw-02.
-21357,2024-03-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Humidity baseline improved after seal replacement.
-21358,2024-03-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.022,False,Machine throughput increase drove sustained pressure uplift.
-21359,2024-03-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.509,False,Humidity climbed during dock-door open period in afternoon shift.
-21360,2024-03-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.286,False,Quality team requested trace review for lot 24-118B.
-21361,2024-03-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.058,False,Sensor heartbeat delayed by one interval after gateway retry.
-21362,2024-03-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.808,False,Pressure settled back to nominal after valve reseat.
-21363,2024-03-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.613,False,Temporary gateway failover completed without data loss.
-21364,2024-03-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.59,False,Short-lived packet loss observed at edge gateway gw-02.
-21365,2024-03-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.815,False,Humidity readings track seasonal rise across late spring.
-21366,2024-03-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.967,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21367,2024-03-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.523,False,Shift handoff note referenced unusual noise near press enclosure.
-21368,2024-03-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.228,False,Temperature variance narrowed after coolant nozzle cleaning.
-21369,2024-03-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Air handler maintenance reduced humidity variance on finishing line.
-21370,2024-03-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.095,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21371,2024-03-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.277,False,Sensor heartbeat delayed by one interval after gateway retry.
-21372,2024-03-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.847,False,Packaging line stop reduced adjacent vibration background.
-21373,2024-03-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.477,False,Maintenance note logged for coupling imbalance inspection.
-21374,2024-03-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.453,False,Humidity excursion near finishing booth during coating run.
-21375,2024-03-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.264,False,Maintenance note logged for coupling imbalance inspection.
-21376,2024-03-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.687,False,Hydraulic line pressure oscillation detected under load.
-21377,2024-03-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.951,False,Reliability engineer tagged sample window for model retraining.
-21378,2024-03-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.881,False,Quality team requested trace review for lot 24-118B.
-21379,2024-03-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.698,False,Machine idle period extended during planned sanitation window.
-21380,2024-03-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.071,False,Quality team requested trace review for lot 24-118B.
-21381,2024-03-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.046,False,SCADA backfill inserted two delayed telemetry points.
-21382,2024-03-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.29,False,Warning threshold updated for pilot predictive-maintenance model.
-21383,2024-03-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.226,False,Maintenance scheduler deferred calibration due to spare shortage.
-21384,2024-03-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.469,False,Coolant loop adjustment reduced chamber temperature spread.
-21385,2024-03-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.479,False,Humidity climbed during dock-door open period in afternoon shift.
-21386,2024-03-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.591,False,Sensor enclosure opened for manual calibration verification.
-21387,2024-03-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.448,False,Bearing temperature rising faster than baseline on spindle cell.
-21388,2024-03-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.124,False,Air handler maintenance reduced humidity variance on finishing line.
-21389,2024-03-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.119,False,Unbalanced load introduced cyclical pressure ripple.
-21390,2024-03-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.623,False,Sensor signal clipping observed during startup surge.
-21391,2024-03-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.906,False,Machine throughput increase drove sustained pressure uplift.
-21392,2024-03-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.141,False,Temperature remained elevated during unscheduled overtime run.
-21393,2024-03-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Vibration burst exceeds envelope during tool change cycle.
-21394,2024-03-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.589,False,Quality hold reduced finishing booth activity for one shift.
-21395,2024-03-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.49,False,Coolant loop adjustment reduced chamber temperature spread.
-21396,2024-03-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.761,False,Pressure peak corresponds to oversized billet batch processing.
-21397,2024-03-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.656,False,Pressure settled back to nominal after valve reseat.
-21398,2024-03-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.429,False,Shift handoff note referenced unusual noise near press enclosure.
-21399,2024-03-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.239,False,Quality hold reduced finishing booth activity for one shift.
-21400,2024-03-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.989,False,Thermal ramp exceeded expected warmup curve before shift start.
-21401,2024-03-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Thermal overshoot event coincided with recipe change on furnace.
-21402,2024-03-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.352,False,Humidity climbed during dock-door open period in afternoon shift.
-21403,2024-03-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.861,False,Vibration baseline recovered after tool holder replacement.
-21404,2024-03-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.264,False,Supervisory alert generated after three consecutive threshold breaches.
-21405,2024-03-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.898,False,Maintenance crew confirmed lubrication interval was missed.
-21406,2024-03-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.151,False,Operator reported intermittent chatter on machine CNC-04.
-21407,2024-03-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.986,False,Pressure settled back to nominal after valve reseat.
-21408,2024-03-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.634,False,Temperature variance narrowed after coolant nozzle cleaning.
-21409,2024-03-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.644,False,Pressure settled back to nominal after valve reseat.
-21410,2024-03-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.959,False,Humidity readings track seasonal rise across late spring.
-21411,2024-03-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.938,False,Vibration burst exceeds envelope during tool change cycle.
-21412,2024-03-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.012,False,Temperature remained elevated during unscheduled overtime run.
-21413,2024-03-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.069,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21414,2024-03-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.258,False,Pressure settled back to nominal after valve reseat.
-21415,2024-03-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.37,False,Pressure peak corresponds to oversized billet batch processing.
-21416,2024-03-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.901,False,Humidity baseline improved after seal replacement.
-21417,2024-03-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Pressure line purge completed before restart authorization.
-21418,2024-03-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.144,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21419,2024-03-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.576,False,Temperature variance narrowed after coolant nozzle cleaning.
-21420,2024-03-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.177,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21421,2024-03-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.354,False,Operator reset acknowledged after red-tag inspection.
-21422,2024-03-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.293,False,Bearing temperature rising faster than baseline on spindle cell.
-21423,2024-03-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.259,False,Humidity readings track seasonal rise across late spring.
-21424,2024-03-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.164,False,Humidity baseline improved after seal replacement.
-21425,2024-03-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.941,False,Shift handoff note referenced unusual noise near press enclosure.
-21426,2024-03-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.98,False,Temperature remained elevated during unscheduled overtime run.
-21427,2024-03-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.696,False,Sensor enclosure opened for manual calibration verification.
-21428,2024-03-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.437,False,Anomaly review flagged possible bearing wear progression.
-21429,2024-03-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.647,False,Pressure line purge completed before restart authorization.
-21430,2024-03-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.99,False,Pressure peak corresponds to oversized billet batch processing.
-21431,2024-03-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.576,False,Vibration harmonics broadened during extended production run.
-21432,2024-03-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.466,False,Temperature variance narrowed after coolant nozzle cleaning.
-21433,2024-03-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Quality hold reduced finishing booth activity for one shift.
-21434,2024-03-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.409,False,Machine idle period extended during planned sanitation window.
-21435,2024-03-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.521,False,Sensor heartbeat delayed by one interval after gateway retry.
-21436,2024-03-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.3,False,Maintenance scheduler deferred calibration due to spare shortage.
-21437,2024-03-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.578,False,Edge collector replayed buffered events after network recovery.
-21438,2024-03-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.659,False,SCADA backfill inserted two delayed telemetry points.
-21439,2024-03-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.568,False,Humidity readings track seasonal rise across late spring.
-21440,2024-03-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.999,False,Reliability engineer tagged sample window for model retraining.
-21441,2024-03-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.151,False,Temperature variance narrowed after coolant nozzle cleaning.
-21442,2024-03-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.168,False,Supervisory alert generated after three consecutive threshold breaches.
-21443,2024-03-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.659,False,Night shift startup produced higher than normal vibration floor.
-21444,2024-03-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.709,False,Operator reported intermittent chatter on machine CNC-04.
-21445,2024-03-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.863,False,Quality hold reduced finishing booth activity for one shift.
-21446,2024-03-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.112,False,Humidity climbed during dock-door open period in afternoon shift.
-21447,2024-03-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.518,False,Operator reset acknowledged after red-tag inspection.
-21448,2024-03-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.554,False,Vibration harmonics broadened during extended production run.
-21449,2024-03-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.154,False,Humidity baseline improved after seal replacement.
-21450,2024-03-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.836,False,Temporary gateway failover completed without data loss.
-21451,2024-03-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.481,False,Vibration baseline recovered after tool holder replacement.
-21452,2024-03-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.178,False,Reliability engineer tagged sample window for model retraining.
-21453,2024-03-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.946,False,Shift handoff note referenced unusual noise near press enclosure.
-21454,2024-03-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.971,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21455,2024-03-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.415,False,Calibration check overdue by 11 days for press-line transducer.
-21456,2024-03-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.728,False,Reliability engineer tagged sample window for model retraining.
-21457,2024-03-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.115,False,Vibration burst exceeds envelope during tool change cycle.
-21458,2024-03-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.324,False,Temperature remained elevated during unscheduled overtime run.
-21459,2024-03-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.938,False,Pressure peak corresponds to oversized billet batch processing.
-21460,2024-03-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.503,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21461,2024-03-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.174,False,Quality hold reduced finishing booth activity for one shift.
-21462,2024-03-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.494,False,Vibration baseline recovered after tool holder replacement.
-21463,2024-03-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.687,False,Anomaly review flagged possible bearing wear progression.
-21464,2024-03-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,54.588,False,Sensor enclosure opened for manual calibration verification.
-21465,2024-03-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.184,False,Thermal overshoot event coincided with recipe change on furnace.
-21466,2024-03-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.81,False,Condensation warning cleared after dehumidifier ramp-up.
-21467,2024-03-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.816,False,Thermal overshoot event coincided with recipe change on furnace.
-21468,2024-03-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.059,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21469,2024-03-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.238,False,Quality team requested trace review for lot 24-118B.
-21470,2024-03-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.892,False,Quality team requested trace review for lot 24-118B.
-21471,2024-03-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.483,False,Maintenance scheduler deferred calibration due to spare shortage.
-21472,2024-03-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.559,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21473,2024-03-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.89,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21474,2024-03-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.504,False,Telemetry quality flag downgraded during sensor self-test window.
-21475,2024-03-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.745,False,Operator reported intermittent chatter on machine CNC-04.
-21476,2024-03-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.47,False,Pressure line purge completed before restart authorization.
-21477,2024-03-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.42,False,Sensor heartbeat delayed by one interval after gateway retry.
-21478,2024-03-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.398,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21479,2024-03-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.364,False,Reliability engineer tagged sample window for model retraining.
-21480,2024-03-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.922,False,Operator reported intermittent chatter on machine CNC-04.
-21481,2024-03-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.904,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21482,2024-03-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.419,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21483,2024-03-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.439,False,Supervisory alert generated after three consecutive threshold breaches.
-21484,2024-03-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.94,False,Coolant loop adjustment reduced chamber temperature spread.
-21485,2024-03-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.071,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21486,2024-03-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.426,False,Unbalanced load introduced cyclical pressure ripple.
-21487,2024-03-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.814,False,Calibration check overdue by 11 days for press-line transducer.
-21488,2024-03-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.671,False,Machine idle period extended during planned sanitation window.
-21489,2024-03-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Coolant loop adjustment reduced chamber temperature spread.
-21490,2024-03-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.026,False,Humidity climbed during dock-door open period in afternoon shift.
-21491,2024-03-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.542,False,Humidity excursion near finishing booth during coating run.
-21492,2024-03-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.05,False,Humidity readings track seasonal rise across late spring.
-21493,2024-03-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,0.98,False,Quality hold reduced finishing booth activity for one shift.
-21494,2024-03-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.769,False,Pressure settled back to nominal after valve reseat.
-21495,2024-03-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.015,False,Bearing temperature rising faster than baseline on spindle cell.
-21496,2024-03-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.686,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21497,2024-03-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.77,False,Pressure peak corresponds to oversized billet batch processing.
-21498,2024-03-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.742,False,Coolant loop adjustment reduced chamber temperature spread.
-21499,2024-03-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.283,False,Quality hold reduced finishing booth activity for one shift.
-21500,2024-03-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.611,False,Telemetry quality flag downgraded during sensor self-test window.
-21501,2024-03-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.689,False,Temperature variance narrowed after coolant nozzle cleaning.
-21502,2024-03-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.476,False,Temporary gateway failover completed without data loss.
-21503,2024-03-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.399,False,Pressure peak corresponds to oversized billet batch processing.
-21504,2024-03-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.155,False,Coolant loop adjustment reduced chamber temperature spread.
-21505,2024-03-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.576,False,Thermal overshoot event coincided with recipe change on furnace.
-21506,2024-03-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.568,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21507,2024-03-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.762,False,Machine throughput increase drove sustained pressure uplift.
-21508,2024-03-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.013,False,Telemetry quality flag downgraded during sensor self-test window.
-21509,2024-03-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.113,False,Maintenance note logged for coupling imbalance inspection.
-21510,2024-03-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.779,False,Calibration check overdue by 11 days for press-line transducer.
-21511,2024-03-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.644,False,Edge collector replayed buffered events after network recovery.
-21512,2024-03-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.469,False,Bearing temperature rising faster than baseline on spindle cell.
-21513,2024-03-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.452,False,Machine throughput increase drove sustained pressure uplift.
-21514,2024-03-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.238,False,Sensor signal clipping observed during startup surge.
-21515,2024-03-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.644,False,Machine idle period extended during planned sanitation window.
-21516,2024-03-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.465,False,Pressure line purge completed before restart authorization.
-21517,2024-03-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.735,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21518,2024-03-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.307,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21519,2024-03-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.621,False,Temporary gateway failover completed without data loss.
-21520,2024-03-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.452,False,Calibration check overdue by 11 days for press-line transducer.
-21521,2024-03-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.67,False,Sensor heartbeat delayed by one interval after gateway retry.
-21522,2024-03-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.092,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21523,2024-03-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.743,False,Sensor enclosure opened for manual calibration verification.
-21524,2024-03-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,49.537,False,Humidity baseline improved after seal replacement.
-21525,2024-03-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.474,False,Coolant loop adjustment reduced chamber temperature spread.
-21526,2024-03-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.917,False,Coolant loop adjustment reduced chamber temperature spread.
-21527,2024-03-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.074,False,Hydraulic line pressure oscillation detected under load.
-21528,2024-03-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.856,False,Temporary gateway failover completed without data loss.
-21529,2024-03-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.702,False,Air handler maintenance reduced humidity variance on finishing line.
-21530,2024-03-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.78,False,Vibration burst exceeds envelope during tool change cycle.
-21531,2024-03-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.379,False,Shift handoff note referenced unusual noise near press enclosure.
-21532,2024-03-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.08,False,Maintenance scheduler deferred calibration due to spare shortage.
-21533,2024-03-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.01,False,Temperature remained elevated during unscheduled overtime run.
-21534,2024-03-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.658,False,Calibration check overdue by 11 days for press-line transducer.
-21535,2024-03-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.068,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21536,2024-03-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.807,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21537,2024-03-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.23,False,Dust extraction fan offline for 18 minutes on line finishing.
-21538,2024-03-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.583,False,Pressure settled back to nominal after valve reseat.
-21539,2024-03-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.056,False,Short-lived packet loss observed at edge gateway gw-02.
-21540,2024-03-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.964,False,Air handler maintenance reduced humidity variance on finishing line.
-21541,2024-03-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Packaging line stop reduced adjacent vibration background.
-21542,2024-03-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.997,False,Unbalanced load introduced cyclical pressure ripple.
-21543,2024-03-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.465,False,Temporary gateway failover completed without data loss.
-21544,2024-03-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.334,False,Anomaly review flagged possible bearing wear progression.
-21545,2024-03-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.584,False,Anomaly review flagged possible bearing wear progression.
-21546,2024-03-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.06,False,Maintenance note logged for coupling imbalance inspection.
-21547,2024-03-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.568,False,Coolant loop adjustment reduced chamber temperature spread.
-21548,2024-03-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.355,False,Edge collector replayed buffered events after network recovery.
-21549,2024-03-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.265,False,Temperature variance narrowed after coolant nozzle cleaning.
-21550,2024-03-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.212,False,Maintenance crew confirmed lubrication interval was missed.
-21551,2024-03-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.58,False,Sensor heartbeat delayed by one interval after gateway retry.
-21552,2024-03-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.428,False,Packaging line stop reduced adjacent vibration background.
-21553,2024-03-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.414,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21554,2024-03-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.773,False,Sensor enclosure opened for manual calibration verification.
-21555,2024-03-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.571,False,Thermal overshoot event coincided with recipe change on furnace.
-21556,2024-03-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.131,False,Condensation warning cleared after dehumidifier ramp-up.
-21557,2024-03-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.354,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21558,2024-03-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.311,False,Quality hold reduced finishing booth activity for one shift.
-21559,2024-03-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Quality team requested trace review for lot 24-118B.
-21560,2024-03-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.742,False,Humidity baseline improved after seal replacement.
-21561,2024-03-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Thermal overshoot event coincided with recipe change on furnace.
-21562,2024-03-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.176,False,Condensation warning cleared after dehumidifier ramp-up.
-21563,2024-03-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.755,False,Vibration burst exceeds envelope during tool change cycle.
-21564,2024-03-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.777,False,Hydraulic line pressure oscillation detected under load.
-21565,2024-03-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.26,False,Sensor heartbeat delayed by one interval after gateway retry.
-21566,2024-03-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.317,False,Sensor signal clipping observed during startup surge.
-21567,2024-03-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.145,False,Maintenance note logged for coupling imbalance inspection.
-21568,2024-03-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.087,False,Unbalanced load introduced cyclical pressure ripple.
-21569,2024-03-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Calibration check overdue by 11 days for press-line transducer.
-21570,2024-03-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.098,False,Coolant loop adjustment reduced chamber temperature spread.
-21571,2024-03-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.838,False,Pressure line purge completed before restart authorization.
-21572,2024-03-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.464,False,SCADA backfill inserted two delayed telemetry points.
-21573,2024-03-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.145,False,Anomaly review flagged possible bearing wear progression.
-21574,2024-03-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.254,False,Dust extraction fan offline for 18 minutes on line finishing.
-21575,2024-03-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.232,False,Maintenance scheduler deferred calibration due to spare shortage.
-21576,2024-03-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.687,False,Reliability engineer tagged sample window for model retraining.
-21577,2024-03-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.075,False,Sensor battery health remains nominal after firmware update.
-21578,2024-03-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.675,False,Packaging line stop reduced adjacent vibration background.
-21579,2024-03-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.505,False,Temporary gateway failover completed without data loss.
-21580,2024-03-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.505,False,Maintenance crew confirmed lubrication interval was missed.
-21581,2024-03-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Bearing temperature rising faster than baseline on spindle cell.
-21582,2024-03-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.86,False,Quality team requested trace review for lot 24-118B.
-21583,2024-03-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.231,False,Pressure settled back to nominal after valve reseat.
-21584,2024-03-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.842,False,Pressure line purge completed before restart authorization.
-21585,2024-03-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.608,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21586,2024-03-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.526,False,Thermal ramp exceeded expected warmup curve before shift start.
-21587,2024-03-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.714,False,Pressure peak corresponds to oversized billet batch processing.
-21588,2024-03-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.029,False,Maintenance scheduler deferred calibration due to spare shortage.
-21589,2024-03-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.325,False,Quality team requested trace review for lot 24-118B.
-21590,2024-03-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.686,False,Anomaly review flagged possible bearing wear progression.
-21591,2024-03-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.022,False,Condensation warning cleared after dehumidifier ramp-up.
-21592,2024-03-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.585,False,Sensor signal clipping observed during startup surge.
-21593,2024-03-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Night shift startup produced higher than normal vibration floor.
-21594,2024-03-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.675,False,Shift handoff note referenced unusual noise near press enclosure.
-21595,2024-03-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.97,False,Thermal overshoot event coincided with recipe change on furnace.
-21596,2024-03-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.472,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21597,2024-03-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.212,False,Telemetry quality flag downgraded during sensor self-test window.
-21598,2024-03-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.133,False,Unbalanced load introduced cyclical pressure ripple.
-21599,2024-03-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.651,False,Temperature variance narrowed after coolant nozzle cleaning.
-21600,2024-03-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,59.8,False,Pressure settled back to nominal after valve reseat.
-21601,2024-03-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Anomaly review flagged possible bearing wear progression.
-21602,2024-03-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.949,False,Operator reported intermittent chatter on machine CNC-04.
-21603,2024-03-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Pressure settled back to nominal after valve reseat.
-21604,2024-03-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.538,False,Machine idle period extended during planned sanitation window.
-21605,2024-03-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,Short-lived packet loss observed at edge gateway gw-02.
-21606,2024-03-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.491,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21607,2024-03-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.002,False,Operator reset acknowledged after red-tag inspection.
-21608,2024-03-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.146,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21609,2024-03-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.71,False,Packaging line stop reduced adjacent vibration background.
-21610,2024-03-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.557,False,Telemetry quality flag downgraded during sensor self-test window.
-21611,2024-03-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.767,False,Hydraulic line pressure oscillation detected under load.
-21612,2024-03-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.775,False,Pressure settled back to nominal after valve reseat.
-21613,2024-03-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.06,False,Pressure line purge completed before restart authorization.
-21614,2024-03-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.108,False,Maintenance crew confirmed lubrication interval was missed.
-21615,2024-03-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Temperature remained elevated during unscheduled overtime run.
-21616,2024-03-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.135,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21617,2024-03-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.346,False,Air handler maintenance reduced humidity variance on finishing line.
-21618,2024-03-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.662,False,Maintenance scheduler deferred calibration due to spare shortage.
-21619,2024-03-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.886,False,Coolant loop adjustment reduced chamber temperature spread.
-21620,2024-03-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.091,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21621,2024-03-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.674,False,Edge collector replayed buffered events after network recovery.
-21622,2024-03-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.326,False,Quality hold reduced finishing booth activity for one shift.
-21623,2024-03-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.242,False,Humidity climbed during dock-door open period in afternoon shift.
-21624,2024-03-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.693,False,Maintenance note logged for coupling imbalance inspection.
-21625,2024-03-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.04,False,Temperature variance narrowed after coolant nozzle cleaning.
-21626,2024-03-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.377,False,Temperature remained elevated during unscheduled overtime run.
-21627,2024-03-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.49,False,Pressure peak corresponds to oversized billet batch processing.
-21628,2024-03-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.629,False,Maintenance scheduler deferred calibration due to spare shortage.
-21629,2024-03-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.49,False,Edge collector replayed buffered events after network recovery.
-21630,2024-03-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.848,False,SCADA backfill inserted two delayed telemetry points.
-21631,2024-03-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.201,False,Vibration baseline recovered after tool holder replacement.
-21632,2024-03-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.792,False,Calibration check overdue by 11 days for press-line transducer.
-21633,2024-03-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.168,False,Thermal ramp exceeded expected warmup curve before shift start.
-21634,2024-03-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.562,False,Reliability engineer tagged sample window for model retraining.
-21635,2024-03-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.173,False,Dust extraction fan offline for 18 minutes on line finishing.
-21636,2024-03-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.512,False,Air handler maintenance reduced humidity variance on finishing line.
-21637,2024-03-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.502,False,Thermal overshoot event coincided with recipe change on furnace.
-21638,2024-03-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.031,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21639,2024-03-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.087,False,Sensor heartbeat delayed by one interval after gateway retry.
-21640,2024-03-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.57,False,Temperature remained elevated during unscheduled overtime run.
-21641,2024-03-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.427,False,Temperature remained elevated during unscheduled overtime run.
-21642,2024-03-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.695,False,Vibration burst exceeds envelope during tool change cycle.
-21643,2024-03-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Edge collector replayed buffered events after network recovery.
-21644,2024-03-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.822,False,Vibration burst exceeds envelope during tool change cycle.
-21645,2024-03-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.37,False,Transient outlier matched forklift impact near cabinet wall.
-21646,2024-03-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.906,False,Air handler maintenance reduced humidity variance on finishing line.
-21647,2024-03-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.888,False,Shift handoff note referenced unusual noise near press enclosure.
-21648,2024-03-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.806,False,Reliability engineer tagged sample window for model retraining.
-21649,2024-03-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.495,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21650,2024-03-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.213,False,Vibration burst exceeds envelope during tool change cycle.
-21651,2024-03-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.583,False,Packaging line stop reduced adjacent vibration background.
-21652,2024-03-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.189,False,Temporary gateway failover completed without data loss.
-21653,2024-03-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.551,False,Warning threshold updated for pilot predictive-maintenance model.
-21654,2024-03-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.815,False,Packaging line stop reduced adjacent vibration background.
-21655,2024-03-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.373,False,Pressure line purge completed before restart authorization.
-21656,2024-03-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.433,False,Humidity baseline improved after seal replacement.
-21657,2024-03-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.454,False,Maintenance note logged for coupling imbalance inspection.
-21658,2024-03-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.95,False,Packaging line stop reduced adjacent vibration background.
-21659,2024-03-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.847,False,Machine throughput increase drove sustained pressure uplift.
-21660,2024-03-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.448,False,Humidity climbed during dock-door open period in afternoon shift.
-21661,2024-03-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.355,False,Machine throughput increase drove sustained pressure uplift.
-21662,2024-03-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.179,False,Temperature remained elevated during unscheduled overtime run.
-21663,2024-03-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.537,False,Calibration check overdue by 11 days for press-line transducer.
-21664,2024-03-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.014,False,Sensor signal clipping observed during startup surge.
-21665,2024-03-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.521,False,Quality team requested trace review for lot 24-118B.
-21666,2024-03-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.45,False,Packaging line stop reduced adjacent vibration background.
-21667,2024-03-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.147,False,Dust extraction fan offline for 18 minutes on line finishing.
-21668,2024-03-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.952,False,Temperature variance narrowed after coolant nozzle cleaning.
-21669,2024-03-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.128,False,Sensor battery health remains nominal after firmware update.
-21670,2024-03-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.63,False,Vibration baseline recovered after tool holder replacement.
-21671,2024-03-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.277,False,Coolant loop adjustment reduced chamber temperature spread.
-21672,2024-03-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.622,False,Pressure settled back to nominal after valve reseat.
-21673,2024-03-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.641,False,Unbalanced load introduced cyclical pressure ripple.
-21674,2024-03-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.465,False,Temporary gateway failover completed without data loss.
-21675,2024-03-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.235,False,Short-lived packet loss observed at edge gateway gw-02.
-21676,2024-03-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.749,False,Sensor battery health remains nominal after firmware update.
-21677,2024-03-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.543,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21678,2024-03-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.23,False,Night shift startup produced higher than normal vibration floor.
-21679,2024-03-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.483,False,Vibration burst exceeds envelope during tool change cycle.
-21680,2024-03-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.989,False,Machine throughput increase drove sustained pressure uplift.
-21681,2024-03-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.1,False,Pressure settled back to nominal after valve reseat.
-21682,2024-03-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.226,False,Edge collector replayed buffered events after network recovery.
-21683,2024-03-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.19,False,Sensor signal clipping observed during startup surge.
-21684,2024-03-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.439,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21685,2024-03-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.15,False,Coolant loop adjustment reduced chamber temperature spread.
-21686,2024-03-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.116,False,Unbalanced load introduced cyclical pressure ripple.
-21687,2024-03-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.457,False,Sensor signal clipping observed during startup surge.
-21688,2024-03-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.357,False,Calibration check overdue by 11 days for press-line transducer.
-21689,2024-03-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.142,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21690,2024-03-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.304,False,Air handler maintenance reduced humidity variance on finishing line.
-21691,2024-03-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.722,False,Sensor battery health remains nominal after firmware update.
-21692,2024-03-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.702,False,Sensor heartbeat delayed by one interval after gateway retry.
-21693,2024-03-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.886,False,Short-lived packet loss observed at edge gateway gw-02.
-21694,2024-03-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.49,False,Packaging line stop reduced adjacent vibration background.
-21695,2024-03-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.379,False,Telemetry quality flag downgraded during sensor self-test window.
-21696,2024-03-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.534,False,Thermal overshoot event coincided with recipe change on furnace.
-21697,2024-03-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Supervisory alert generated after three consecutive threshold breaches.
-21698,2024-03-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.06,False,Operator reported intermittent chatter on machine CNC-04.
-21699,2024-03-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.375,False,Press cycle dwell time lengthened during high-volume batch.
-21700,2024-03-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.045,False,Hydraulic line pressure oscillation detected under load.
-21701,2024-03-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.322,False,Dust extraction fan offline for 18 minutes on line finishing.
-21702,2024-03-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.73,False,Temperature variance narrowed after coolant nozzle cleaning.
-21703,2024-03-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.947,False,Short-lived packet loss observed at edge gateway gw-02.
-21704,2024-03-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.907,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21705,2024-03-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.851,False,Maintenance note logged for coupling imbalance inspection.
-21706,2024-03-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.767,False,Machine idle period extended during planned sanitation window.
-21707,2024-03-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.245,False,Air handler maintenance reduced humidity variance on finishing line.
-21708,2024-03-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.799,False,Temporary gateway failover completed without data loss.
-21709,2024-03-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.97,False,Unbalanced load introduced cyclical pressure ripple.
-21710,2024-03-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.487,False,Vibration burst exceeds envelope during tool change cycle.
-21711,2024-03-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.738,False,Night shift startup produced higher than normal vibration floor.
-21712,2024-03-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.654,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21713,2024-03-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.669,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21714,2024-03-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.419,False,Short-lived packet loss observed at edge gateway gw-02.
-21715,2024-03-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.107,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21716,2024-03-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.894,False,Temperature remained elevated during unscheduled overtime run.
-21717,2024-03-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.448,False,Packaging line stop reduced adjacent vibration background.
-21718,2024-03-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.002,False,Dust extraction fan offline for 18 minutes on line finishing.
-21719,2024-03-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Pressure line purge completed before restart authorization.
-21720,2024-03-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.298,False,Telemetry quality flag downgraded during sensor self-test window.
-21721,2024-03-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.288,False,Calibration check overdue by 11 days for press-line transducer.
-21722,2024-03-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.262,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21723,2024-03-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.837,False,Edge collector replayed buffered events after network recovery.
-21724,2024-03-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.674,False,Thermal overshoot event coincided with recipe change on furnace.
-21725,2024-03-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.39,False,Vibration burst exceeds envelope during tool change cycle.
-21726,2024-03-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.536,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21727,2024-03-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.92,False,Pressure settled back to nominal after valve reseat.
-21728,2024-03-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.344,False,Humidity baseline improved after seal replacement.
-21729,2024-03-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.996,False,Shift handoff note referenced unusual noise near press enclosure.
-21730,2024-03-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.391,False,Vibration burst exceeds envelope during tool change cycle.
-21731,2024-03-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.498,False,Temperature remained elevated during unscheduled overtime run.
-21732,2024-03-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.236,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21733,2024-03-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.569,False,Machine throughput increase drove sustained pressure uplift.
-21734,2024-03-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.754,False,Maintenance note logged for coupling imbalance inspection.
-21735,2024-03-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.631,False,Press cycle dwell time lengthened during high-volume batch.
-21736,2024-03-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.38,False,Maintenance scheduler deferred calibration due to spare shortage.
-21737,2024-03-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Thermal ramp exceeded expected warmup curve before shift start.
-21738,2024-03-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.501,False,Sensor signal clipping observed during startup surge.
-21739,2024-03-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.04,False,Operator reported intermittent chatter on machine CNC-04.
-21740,2024-03-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.833,False,Vibration burst exceeds envelope during tool change cycle.
-21741,2024-03-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.844,False,Humidity readings track seasonal rise across late spring.
-21742,2024-03-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.819,False,Operator reported intermittent chatter on machine CNC-04.
-21743,2024-03-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.691,False,Humidity baseline improved after seal replacement.
-21744,2024-03-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.554,False,Vibration harmonics broadened during extended production run.
-21745,2024-03-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.892,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21746,2024-03-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.337,False,Quality team requested trace review for lot 24-118B.
-21747,2024-03-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Hydraulic line pressure oscillation detected under load.
-21748,2024-03-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.718,False,Humidity baseline improved after seal replacement.
-21749,2024-03-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.522,False,Bearing temperature rising faster than baseline on spindle cell.
-21750,2024-03-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.017,False,Temporary gateway failover completed without data loss.
-21751,2024-03-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.608,False,Vibration burst exceeds envelope during tool change cycle.
-21752,2024-03-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.674,False,Shift handoff note referenced unusual noise near press enclosure.
-21753,2024-03-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.856,False,Pressure settled back to nominal after valve reseat.
-21754,2024-03-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.426,False,Thermal ramp exceeded expected warmup curve before shift start.
-21755,2024-03-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Coolant loop adjustment reduced chamber temperature spread.
-21756,2024-03-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.622,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21757,2024-03-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.199,False,Bearing temperature rising faster than baseline on spindle cell.
-21758,2024-03-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.544,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21759,2024-03-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.405,False,Unbalanced load introduced cyclical pressure ripple.
-21760,2024-03-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.109,False,Maintenance note logged for coupling imbalance inspection.
-21761,2024-03-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.846,False,Calibration check overdue by 11 days for press-line transducer.
-21762,2024-03-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.081,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21763,2024-03-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.978,False,Quality team requested trace review for lot 24-118B.
-21764,2024-03-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.088,False,Night shift startup produced higher than normal vibration floor.
-21765,2024-03-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21766,2024-03-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.216,False,Temperature variance narrowed after coolant nozzle cleaning.
-21767,2024-03-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.214,False,Quality team requested trace review for lot 24-118B.
-21768,2024-03-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.213,False,Operator reset acknowledged after red-tag inspection.
-21769,2024-03-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.098,False,Sensor battery health remains nominal after firmware update.
-21770,2024-03-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.228,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21771,2024-03-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.075,False,SCADA backfill inserted two delayed telemetry points.
-21772,2024-03-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.111,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21773,2024-03-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.896,False,Telemetry quality flag downgraded during sensor self-test window.
-21774,2024-03-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.222,False,Reliability engineer tagged sample window for model retraining.
-21775,2024-03-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Vibration baseline recovered after tool holder replacement.
-21776,2024-03-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.076,False,Maintenance crew confirmed lubrication interval was missed.
-21777,2024-03-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.538,False,Machine throughput increase drove sustained pressure uplift.
-21778,2024-03-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.708,False,Condensation warning cleared after dehumidifier ramp-up.
-21779,2024-03-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.251,False,Humidity baseline improved after seal replacement.
-21780,2024-03-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.125,False,Temperature remained elevated during unscheduled overtime run.
-21781,2024-03-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.781,False,Sensor battery health remains nominal after firmware update.
-21782,2024-03-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.973,False,Shift handoff note referenced unusual noise near press enclosure.
-21783,2024-03-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.533,False,Quality team requested trace review for lot 24-118B.
-21784,2024-03-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.923,False,Vibration harmonics broadened during extended production run.
-21785,2024-03-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.165,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21786,2024-03-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.909,False,Sensor battery health remains nominal after firmware update.
-21787,2024-03-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.552,False,Calibration check overdue by 11 days for press-line transducer.
-21788,2024-03-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.347,False,Operator reset acknowledged after red-tag inspection.
-21789,2024-03-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.61,False,SCADA backfill inserted two delayed telemetry points.
-21790,2024-03-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.361,False,Shift handoff note referenced unusual noise near press enclosure.
-21791,2024-03-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.821,False,Quality hold reduced finishing booth activity for one shift.
-21792,2024-03-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.689,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21793,2024-03-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.439,False,Coolant loop adjustment reduced chamber temperature spread.
-21794,2024-03-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.377,False,Thermal overshoot event coincided with recipe change on furnace.
-21795,2024-03-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.024,False,Vibration harmonics broadened during extended production run.
-21796,2024-03-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.149,False,Vibration baseline recovered after tool holder replacement.
-21797,2024-03-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.461,False,Machine idle period extended during planned sanitation window.
-21798,2024-03-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.569,False,Quality hold reduced finishing booth activity for one shift.
-21799,2024-03-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.757,False,Anomaly review flagged possible bearing wear progression.
-21800,2024-03-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.436,False,Sensor battery health remains nominal after firmware update.
-21801,2024-03-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.35,False,Sensor battery health remains nominal after firmware update.
-21802,2024-03-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.608,False,Supervisory alert generated after three consecutive threshold breaches.
-21803,2024-03-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.46,False,Sensor heartbeat delayed by one interval after gateway retry.
-21804,2024-03-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.881,False,Shift handoff note referenced unusual noise near press enclosure.
-21805,2024-03-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.93,False,Edge collector replayed buffered events after network recovery.
-21806,2024-03-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.743,False,Night shift startup produced higher than normal vibration floor.
-21807,2024-03-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.001,False,Sensor heartbeat delayed by one interval after gateway retry.
-21808,2024-03-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.062,False,Warning threshold updated for pilot predictive-maintenance model.
-21809,2024-03-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.867,False,Maintenance note logged for coupling imbalance inspection.
-21810,2024-03-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.316,False,Condensation warning cleared after dehumidifier ramp-up.
-21811,2024-03-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.129,False,SCADA backfill inserted two delayed telemetry points.
-21812,2024-03-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.379,False,Reliability engineer tagged sample window for model retraining.
-21813,2024-03-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.401,False,Humidity excursion near finishing booth during coating run.
-21814,2024-03-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.75,False,Sensor signal clipping observed during startup surge.
-21815,2024-03-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.912,False,Humidity climbed during dock-door open period in afternoon shift.
-21816,2024-03-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.771,False,Packaging line stop reduced adjacent vibration background.
-21817,2024-03-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.271,False,Telemetry quality flag downgraded during sensor self-test window.
-21818,2024-03-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.117,False,Maintenance note logged for coupling imbalance inspection.
-21819,2024-03-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.271,False,Air handler maintenance reduced humidity variance on finishing line.
-21820,2024-03-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.194,False,Vibration baseline recovered after tool holder replacement.
-21821,2024-03-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.244,False,Hydraulic line pressure oscillation detected under load.
-21822,2024-03-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.08,False,Supervisory alert generated after three consecutive threshold breaches.
-21823,2024-03-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.343,False,Condensation warning cleared after dehumidifier ramp-up.
-21824,2024-03-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.827,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21825,2024-03-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.735,False,Temperature variance narrowed after coolant nozzle cleaning.
-21826,2024-03-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.587,False,Thermal overshoot event coincided with recipe change on furnace.
-21827,2024-03-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.726,False,Thermal overshoot event coincided with recipe change on furnace.
-21828,2024-03-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.729,False,Humidity climbed during dock-door open period in afternoon shift.
-21829,2024-03-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Shift handoff note referenced unusual noise near press enclosure.
-21830,2024-03-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.081,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21831,2024-03-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.404,False,Packaging line stop reduced adjacent vibration background.
-21832,2024-03-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,54.715,False,Humidity readings track seasonal rise across late spring.
-21833,2024-03-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.398,False,Vibration burst exceeds envelope during tool change cycle.
-21834,2024-03-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.958,False,Temperature variance narrowed after coolant nozzle cleaning.
-21835,2024-03-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.127,False,Thermal overshoot event coincided with recipe change on furnace.
-21836,2024-03-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.962,False,Condensation warning cleared after dehumidifier ramp-up.
-21837,2024-03-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Quality hold reduced finishing booth activity for one shift.
-21838,2024-03-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.404,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21839,2024-03-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.719,False,Shift handoff note referenced unusual noise near press enclosure.
-21840,2024-03-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.349,False,Transient outlier matched forklift impact near cabinet wall.
-21841,2024-03-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.306,False,Pressure peak corresponds to oversized billet batch processing.
-21842,2024-03-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,65.602,False,Edge collector replayed buffered events after network recovery.
-21843,2024-03-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.645,False,SCADA backfill inserted two delayed telemetry points.
-21844,2024-03-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.937,False,Humidity readings track seasonal rise across late spring.
-21845,2024-03-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.856,False,Quality hold reduced finishing booth activity for one shift.
-21846,2024-03-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.24,False,Maintenance crew confirmed lubrication interval was missed.
-21847,2024-03-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.601,False,Vibration burst exceeds envelope during tool change cycle.
-21848,2024-03-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.574,False,Night shift startup produced higher than normal vibration floor.
-21849,2024-03-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.991,False,Humidity excursion near finishing booth during coating run.
-21850,2024-03-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.271,False,Humidity readings track seasonal rise across late spring.
-21851,2024-03-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.037,False,Humidity baseline improved after seal replacement.
-21852,2024-03-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.415,False,Pressure line purge completed before restart authorization.
-21853,2024-03-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.609,False,Maintenance crew confirmed lubrication interval was missed.
-21854,2024-03-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.398,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-21855,2024-03-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.674,False,Calibration check overdue by 11 days for press-line transducer.
-21856,2024-03-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.701,False,Supervisory alert generated after three consecutive threshold breaches.
-21857,2024-03-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Bearing temperature rising faster than baseline on spindle cell.
-21858,2024-03-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.22,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21859,2024-03-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.392,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21860,2024-03-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.165,False,Operator reported intermittent chatter on machine CNC-04.
-21861,2024-03-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.033,False,Air handler maintenance reduced humidity variance on finishing line.
-21862,2024-03-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.629,False,Reliability engineer tagged sample window for model retraining.
-21863,2024-03-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Sensor enclosure opened for manual calibration verification.
-21864,2024-03-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.412,False,Ambient temperature stabilized after HVAC stage-two engagement.
-21865,2024-03-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.477,False,Machine throughput increase drove sustained pressure uplift.
-21866,2024-03-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.475,False,Maintenance crew confirmed lubrication interval was missed.
-21867,2024-03-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.956,False,Packaging line stop reduced adjacent vibration background.
-21868,2024-03-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.013,False,Supervisory alert generated after three consecutive threshold breaches.
-21869,2024-03-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.967,False,Temperature variance narrowed after coolant nozzle cleaning.
-21870,2024-03-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.311,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21871,2024-03-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.733,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21872,2024-03-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.377,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21873,2024-03-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Temporary gateway failover completed without data loss.
-21874,2024-03-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.892,False,Calibration check overdue by 11 days for press-line transducer.
-21875,2024-03-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.784,False,Pressure peak corresponds to oversized billet batch processing.
-21876,2024-03-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.122,False,Maintenance crew confirmed lubrication interval was missed.
-21877,2024-03-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.411,False,Packaging line stop reduced adjacent vibration background.
-21878,2024-03-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.775,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21879,2024-03-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.187,False,Telemetry quality flag downgraded during sensor self-test window.
-21880,2024-03-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.732,False,Sensor heartbeat delayed by one interval after gateway retry.
-21881,2024-03-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.489,False,SCADA backfill inserted two delayed telemetry points.
-21882,2024-03-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.1,False,Operator reset acknowledged after red-tag inspection.
-21883,2024-03-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.232,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21884,2024-03-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.39,False,Air handler maintenance reduced humidity variance on finishing line.
-21885,2024-03-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.718,False,Pressure settled back to nominal after valve reseat.
-21886,2024-03-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.856,False,Press cycle dwell time lengthened during high-volume batch.
-21887,2024-03-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.697,False,Machine idle period extended during planned sanitation window.
-21888,2024-03-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.615,False,Machine throughput increase drove sustained pressure uplift.
-21889,2024-03-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.411,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21890,2024-03-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.137,False,Pressure settled back to nominal after valve reseat.
-21891,2024-03-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Press cycle dwell time lengthened during high-volume batch.
-21892,2024-03-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.826,False,Unbalanced load introduced cyclical pressure ripple.
-21893,2024-03-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.874,False,Machine throughput increase drove sustained pressure uplift.
-21894,2024-03-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.541,False,Maintenance note logged for coupling imbalance inspection.
-21895,2024-03-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.996,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21896,2024-03-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.941,False,Vibration baseline recovered after tool holder replacement.
-21897,2024-03-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.874,False,Machine idle period extended during planned sanitation window.
-21898,2024-03-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.382,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-21899,2024-03-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.26,False,Operator reported intermittent chatter on machine CNC-04.
-21900,2024-03-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.44,False,Transient outlier matched forklift impact near cabinet wall.
-21901,2024-03-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.422,False,Air handler maintenance reduced humidity variance on finishing line.
-21902,2024-03-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.334,False,Warning threshold updated for pilot predictive-maintenance model.
-21903,2024-03-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.82,False,Quality team requested trace review for lot 24-118B.
-21904,2024-03-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.509,False,Night shift startup produced higher than normal vibration floor.
-21905,2024-03-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.92,False,Warning threshold updated for pilot predictive-maintenance model.
-21906,2024-03-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.947,False,Thermal ramp exceeded expected warmup curve before shift start.
-21907,2024-03-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21908,2024-03-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.962,False,Sensor signal clipping observed during startup surge.
-21909,2024-03-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.652,False,Humidity excursion near finishing booth during coating run.
-21910,2024-03-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.513,False,Short-lived packet loss observed at edge gateway gw-02.
-21911,2024-03-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.439,False,Maintenance scheduler deferred calibration due to spare shortage.
-21912,2024-03-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.744,False,Humidity excursion near finishing booth during coating run.
-21913,2024-03-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.146,False,Transient outlier matched forklift impact near cabinet wall.
-21914,2024-03-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.089,False,Quality hold reduced finishing booth activity for one shift.
-21915,2024-03-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.564,False,Machine idle period extended during planned sanitation window.
-21916,2024-03-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.463,False,Vibration harmonics broadened during extended production run.
-21917,2024-03-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Thermal overshoot event coincided with recipe change on furnace.
-21918,2024-03-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.15,False,Thermal overshoot event coincided with recipe change on furnace.
-21919,2024-03-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.804,False,Quality hold reduced finishing booth activity for one shift.
-21920,2024-03-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.686,False,SCADA backfill inserted two delayed telemetry points.
-21921,2024-03-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.776,False,Operator reported intermittent chatter on machine CNC-04.
-21922,2024-03-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.918,False,Humidity baseline improved after seal replacement.
-21923,2024-03-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.51,False,Condensation warning cleared after dehumidifier ramp-up.
-21924,2024-03-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.333,False,Packaging line stop reduced adjacent vibration background.
-21925,2024-03-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.035,False,Humidity excursion near finishing booth during coating run.
-21926,2024-03-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.283,False,Transient outlier matched forklift impact near cabinet wall.
-21927,2024-03-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.186,False,Sensor battery health remains nominal after firmware update.
-21928,2024-03-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.773,False,Quality hold reduced finishing booth activity for one shift.
-21929,2024-03-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.361,False,Humidity climbed during dock-door open period in afternoon shift.
-21930,2024-03-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.287,False,Maintenance scheduler deferred calibration due to spare shortage.
-21931,2024-03-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.151,False,Supervisory alert generated after three consecutive threshold breaches.
-21932,2024-03-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.297,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21933,2024-03-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Short-lived packet loss observed at edge gateway gw-02.
-21934,2024-03-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.95,False,Anomaly review flagged possible bearing wear progression.
-21935,2024-03-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.087,False,Pressure line purge completed before restart authorization.
-21936,2024-03-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.906,False,Operator reported intermittent chatter on machine CNC-04.
-21937,2024-03-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.979,False,Heat-treat furnace door cycling increased localized temperature spikes.
-21938,2024-03-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.888,False,Pressure peak corresponds to oversized billet batch processing.
-21939,2024-03-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.261,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-21940,2024-03-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.325,False,Temperature remained elevated during unscheduled overtime run.
-21941,2024-03-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,SCADA backfill inserted two delayed telemetry points.
-21942,2024-03-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.413,False,Sensor battery health remains nominal after firmware update.
-21943,2024-03-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Sensor heartbeat delayed by one interval after gateway retry.
-21944,2024-03-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.769,False,Humidity readings track seasonal rise across late spring.
-21945,2024-03-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.907,False,Vibration harmonics broadened during extended production run.
-21946,2024-03-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.652,False,Maintenance crew confirmed lubrication interval was missed.
-21947,2024-03-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.11,False,Maintenance scheduler deferred calibration due to spare shortage.
-21948,2024-03-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.43,False,Vibration burst exceeds envelope during tool change cycle.
-21949,2024-03-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.416,False,Shift handoff note referenced unusual noise near press enclosure.
-21950,2024-03-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.591,False,Dust extraction fan offline for 18 minutes on line finishing.
-21951,2024-03-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.291,False,Maintenance scheduler deferred calibration due to spare shortage.
-21952,2024-03-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.787,False,Hydraulic line pressure oscillation detected under load.
-21953,2024-03-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.902,False,Vibration baseline recovered after tool holder replacement.
-21954,2024-03-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.479,False,Warning threshold updated for pilot predictive-maintenance model.
-21955,2024-03-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.38,False,Quality team requested trace review for lot 24-118B.
-21956,2024-03-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.827,False,Operator reported intermittent chatter on machine CNC-04.
-21957,2024-03-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.544,False,Edge collector replayed buffered events after network recovery.
-21958,2024-03-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.41,False,Temporary gateway failover completed without data loss.
-21959,2024-03-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.734,False,Humidity baseline improved after seal replacement.
-21960,2024-03-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.67,False,Operator reported intermittent chatter on machine CNC-04.
-21961,2024-03-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.619,False,Night shift startup produced higher than normal vibration floor.
-21962,2024-03-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.289,False,Temporary gateway failover completed without data loss.
-21963,2024-03-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.463,False,Machine idle period extended during planned sanitation window.
-21964,2024-03-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.365,False,Humidity excursion near finishing booth during coating run.
-21965,2024-03-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.398,False,SCADA backfill inserted two delayed telemetry points.
-21966,2024-03-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.871,False,Sensor signal clipping observed during startup surge.
-21967,2024-03-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.56,False,Unbalanced load introduced cyclical pressure ripple.
-21968,2024-03-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.654,False,Transient outlier matched forklift impact near cabinet wall.
-21969,2024-03-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.34,False,Compressed air fluctuation introduced pressure noise for two cycles.
-21970,2024-03-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.493,False,Vibration harmonics broadened during extended production run.
-21971,2024-03-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.529,False,Warning threshold updated for pilot predictive-maintenance model.
-21972,2024-03-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.874,False,Bearing temperature rising faster than baseline on spindle cell.
-21973,2024-03-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.889,False,Sensor 3 drift suspected after cross-check with manual gauge.
-21974,2024-03-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,82.628,False,Unbalanced load introduced cyclical pressure ripple.
-21975,2024-03-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.316,False,Bearing temperature rising faster than baseline on spindle cell.
-21976,2024-03-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.823,False,Coolant loop adjustment reduced chamber temperature spread.
-21977,2024-03-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.004,False,Sensor signal clipping observed during startup surge.
-21978,2024-03-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.723,False,Bearing temperature rising faster than baseline on spindle cell.
-21979,2024-03-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.472,False,SCADA backfill inserted two delayed telemetry points.
-21980,2024-03-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.472,False,Anomaly review flagged possible bearing wear progression.
-21981,2024-03-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.562,False,Warning threshold updated for pilot predictive-maintenance model.
-21982,2024-03-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.435,False,Reliability engineer tagged sample window for model retraining.
-21983,2024-03-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.211,False,Machine throughput increase drove sustained pressure uplift.
-21984,2024-03-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.42,False,Temperature remained elevated during unscheduled overtime run.
-21985,2024-03-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.535,False,Sensor enclosure opened for manual calibration verification.
-21986,2024-03-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.689,False,Quality hold reduced finishing booth activity for one shift.
-21987,2024-03-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.104,False,Temperature variance narrowed after coolant nozzle cleaning.
-21988,2024-03-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.543,False,Humidity excursion near finishing booth during coating run.
-21989,2024-03-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.324,False,Vibration burst exceeds envelope during tool change cycle.
-21990,2024-03-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.714,False,Machine idle period extended during planned sanitation window.
-21991,2024-03-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.934,False,Pressure line purge completed before restart authorization.
-21992,2024-03-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.079,False,Temperature remained elevated during unscheduled overtime run.
-21993,2024-03-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.872,False,Short-lived packet loss observed at edge gateway gw-02.
-21994,2024-03-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.302,False,Temperature remained elevated during unscheduled overtime run.
-21995,2024-03-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.863,False,Humidity baseline improved after seal replacement.
-21996,2024-03-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.427,False,Pressure line purge completed before restart authorization.
-21997,2024-03-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.921,False,Sensor enclosure opened for manual calibration verification.
-21998,2024-03-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.048,False,Vibration baseline recovered after tool holder replacement.
-21999,2024-03-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.494,False,Hydraulic line pressure oscillation detected under load.
-22000,2024-03-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.739,False,Temperature variance narrowed after coolant nozzle cleaning.
-22001,2024-03-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.719,False,Machine throughput increase drove sustained pressure uplift.
-22002,2024-03-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.781,False,Coolant loop adjustment reduced chamber temperature spread.
-22003,2024-03-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.826,False,Operator reported intermittent chatter on machine CNC-04.
-22004,2024-03-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.062,False,Hydraulic line pressure oscillation detected under load.
-22005,2024-03-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.802,False,Humidity climbed during dock-door open period in afternoon shift.
-22006,2024-03-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.305,False,Machine throughput increase drove sustained pressure uplift.
-22007,2024-03-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.353,False,Vibration baseline recovered after tool holder replacement.
-22008,2024-03-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,50.131,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22009,2024-03-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.181,False,Thermal overshoot event coincided with recipe change on furnace.
-22010,2024-03-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.28,False,Sensor enclosure opened for manual calibration verification.
-22011,2024-03-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.682,False,Condensation warning cleared after dehumidifier ramp-up.
-22012,2024-03-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.925,False,Vibration harmonics broadened during extended production run.
-22013,2024-03-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.773,False,Operator reported intermittent chatter on machine CNC-04.
-22014,2024-03-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.143,False,Hydraulic line pressure oscillation detected under load.
-22015,2024-03-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.45,False,Sensor signal clipping observed during startup surge.
-22016,2024-03-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.038,False,Quality hold reduced finishing booth activity for one shift.
-22017,2024-03-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.168,False,Hydraulic line pressure oscillation detected under load.
-22018,2024-03-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.903,False,Sensor heartbeat delayed by one interval after gateway retry.
-22019,2024-03-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.615,False,Sensor signal clipping observed during startup surge.
-22020,2024-03-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.833,False,Thermal ramp exceeded expected warmup curve before shift start.
-22021,2024-03-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.381,False,Shift handoff note referenced unusual noise near press enclosure.
-22022,2024-03-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.96,False,Sensor signal clipping observed during startup surge.
-22023,2024-03-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22024,2024-03-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.887,False,Vibration burst exceeds envelope during tool change cycle.
-22025,2024-03-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.411,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22026,2024-03-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.86,False,Sensor signal clipping observed during startup surge.
-22027,2024-03-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.51,False,Operator reported intermittent chatter on machine CNC-04.
-22028,2024-03-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.137,False,Vibration burst exceeds envelope during tool change cycle.
-22029,2024-03-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.277,False,Night shift startup produced higher than normal vibration floor.
-22030,2024-03-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.969,False,Calibration check overdue by 11 days for press-line transducer.
-22031,2024-03-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.434,False,Pressure settled back to nominal after valve reseat.
-22032,2024-03-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.424,False,Bearing temperature rising faster than baseline on spindle cell.
-22033,2024-03-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.457,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22034,2024-03-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.091,False,Condensation warning cleared after dehumidifier ramp-up.
-22035,2024-03-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.772,False,Condensation warning cleared after dehumidifier ramp-up.
-22036,2024-03-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.994,False,Pressure line purge completed before restart authorization.
-22037,2024-03-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.476,False,Humidity climbed during dock-door open period in afternoon shift.
-22038,2024-03-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.406,False,Pressure settled back to nominal after valve reseat.
-22039,2024-03-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.686,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22040,2024-03-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.03,False,Sensor heartbeat delayed by one interval after gateway retry.
-22041,2024-03-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.873,False,Condensation warning cleared after dehumidifier ramp-up.
-22042,2024-03-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.34,False,Telemetry quality flag downgraded during sensor self-test window.
-22043,2024-03-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.872,False,Transient outlier matched forklift impact near cabinet wall.
-22044,2024-03-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.489,False,Temperature variance narrowed after coolant nozzle cleaning.
-22045,2024-03-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.322,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22046,2024-03-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.049,False,Maintenance note logged for coupling imbalance inspection.
-22047,2024-03-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.541,False,Thermal ramp exceeded expected warmup curve before shift start.
-22048,2024-03-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.674,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22049,2024-03-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.52,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22050,2024-03-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.674,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22051,2024-03-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.586,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22052,2024-03-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.781,False,SCADA backfill inserted two delayed telemetry points.
-22053,2024-03-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.364,False,Quality team requested trace review for lot 24-118B.
-22054,2024-03-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.894,False,Humidity excursion near finishing booth during coating run.
-22055,2024-03-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.405,False,Pressure settled back to nominal after valve reseat.
-22056,2024-03-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.825,False,Machine throughput increase drove sustained pressure uplift.
-22057,2024-03-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.357,False,Temporary gateway failover completed without data loss.
-22058,2024-03-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.969,False,Quality hold reduced finishing booth activity for one shift.
-22059,2024-03-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.948,False,Anomaly review flagged possible bearing wear progression.
-22060,2024-03-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.909,False,Bearing temperature rising faster than baseline on spindle cell.
-22061,2024-03-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.801,False,Maintenance crew confirmed lubrication interval was missed.
-22062,2024-03-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.203,False,Sensor enclosure opened for manual calibration verification.
-22063,2024-03-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.994,False,Vibration burst exceeds envelope during tool change cycle.
-22064,2024-03-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.845,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22065,2024-03-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.789,False,Calibration check overdue by 11 days for press-line transducer.
-22066,2024-03-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.815,False,Sensor heartbeat delayed by one interval after gateway retry.
-22067,2024-03-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.134,False,Coolant loop adjustment reduced chamber temperature spread.
-22068,2024-03-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.21,False,Quality team requested trace review for lot 24-118B.
-22069,2024-03-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Vibration burst exceeds envelope during tool change cycle.
-22070,2024-03-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.491,False,Dust extraction fan offline for 18 minutes on line finishing.
-22071,2024-03-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.964,False,Temporary gateway failover completed without data loss.
-22072,2024-03-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.499,False,Bearing temperature rising faster than baseline on spindle cell.
-22073,2024-03-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.241,False,Sensor heartbeat delayed by one interval after gateway retry.
-22074,2024-03-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.336,False,Humidity excursion near finishing booth during coating run.
-22075,2024-03-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.297,False,Vibration baseline recovered after tool holder replacement.
-22076,2024-03-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.917,False,Sensor battery health remains nominal after firmware update.
-22077,2024-03-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.024,False,Condensation warning cleared after dehumidifier ramp-up.
-22078,2024-03-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.488,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22079,2024-03-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.682,False,Calibration check overdue by 11 days for press-line transducer.
-22080,2024-03-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.199,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22081,2024-03-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.082,False,Unbalanced load introduced cyclical pressure ripple.
-22082,2024-03-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.922,False,Pressure settled back to nominal after valve reseat.
-22083,2024-03-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.786,False,Machine idle period extended during planned sanitation window.
-22084,2024-03-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.191,False,Maintenance crew confirmed lubrication interval was missed.
-22085,2024-03-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.621,False,Packaging line stop reduced adjacent vibration background.
-22086,2024-03-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.658,False,Air handler maintenance reduced humidity variance on finishing line.
-22087,2024-03-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.627,False,SCADA backfill inserted two delayed telemetry points.
-22088,2024-03-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.222,False,Sensor enclosure opened for manual calibration verification.
-22089,2024-03-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.98,False,Sensor battery health remains nominal after firmware update.
-22090,2024-03-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.832,False,Temperature remained elevated during unscheduled overtime run.
-22091,2024-03-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.567,False,Warning threshold updated for pilot predictive-maintenance model.
-22092,2024-03-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.009,False,Humidity climbed during dock-door open period in afternoon shift.
-22093,2024-03-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.73,False,Condensation warning cleared after dehumidifier ramp-up.
-22094,2024-03-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.502,False,Quality hold reduced finishing booth activity for one shift.
-22095,2024-03-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Coolant loop adjustment reduced chamber temperature spread.
-22096,2024-03-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.979,False,Quality hold reduced finishing booth activity for one shift.
-22097,2024-03-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.287,False,Quality hold reduced finishing booth activity for one shift.
-22098,2024-03-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.305,False,SCADA backfill inserted two delayed telemetry points.
-22099,2024-03-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.924,False,Unbalanced load introduced cyclical pressure ripple.
-22100,2024-03-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.787,False,Pressure settled back to nominal after valve reseat.
-22101,2024-03-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.662,False,Temporary gateway failover completed without data loss.
-22102,2024-03-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.76,False,Pressure settled back to nominal after valve reseat.
-22103,2024-03-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.903,False,Sensor signal clipping observed during startup surge.
-22104,2024-03-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.76,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22105,2024-03-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.07,False,Supervisory alert generated after three consecutive threshold breaches.
-22106,2024-03-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.144,False,Sensor signal clipping observed during startup surge.
-22107,2024-03-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.999,False,Operator reset acknowledged after red-tag inspection.
-22108,2024-03-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.578,False,Thermal ramp exceeded expected warmup curve before shift start.
-22109,2024-03-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.035,False,Temperature variance narrowed after coolant nozzle cleaning.
-22110,2024-03-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.822,False,SCADA backfill inserted two delayed telemetry points.
-22111,2024-03-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.162,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22112,2024-03-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.348,False,Vibration baseline recovered after tool holder replacement.
-22113,2024-03-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.714,False,Press cycle dwell time lengthened during high-volume batch.
-22114,2024-03-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.812,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22115,2024-03-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.048,False,Sensor battery health remains nominal after firmware update.
-22116,2024-03-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.845,False,Vibration harmonics broadened during extended production run.
-22117,2024-03-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.067,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22118,2024-03-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.885,False,Pressure line purge completed before restart authorization.
-22119,2024-03-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.833,False,Humidity climbed during dock-door open period in afternoon shift.
-22120,2024-03-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.403,False,Sensor signal clipping observed during startup surge.
-22121,2024-03-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.72,False,Air handler maintenance reduced humidity variance on finishing line.
-22122,2024-03-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.205,False,Shift handoff note referenced unusual noise near press enclosure.
-22123,2024-03-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.957,False,Transient outlier matched forklift impact near cabinet wall.
-22124,2024-03-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.19,False,Sensor battery health remains nominal after firmware update.
-22125,2024-03-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.636,False,Hydraulic line pressure oscillation detected under load.
-22126,2024-03-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.269,False,Temperature variance narrowed after coolant nozzle cleaning.
-22127,2024-03-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.368,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22128,2024-03-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.429,False,Humidity climbed during dock-door open period in afternoon shift.
-22129,2024-03-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.627,False,Vibration baseline recovered after tool holder replacement.
-22130,2024-03-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.046,False,Sensor signal clipping observed during startup surge.
-22131,2024-03-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.342,False,Condensation warning cleared after dehumidifier ramp-up.
-22132,2024-03-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.11,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22133,2024-03-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22134,2024-03-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.875,False,Vibration burst exceeds envelope during tool change cycle.
-22135,2024-03-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.043,False,Air handler maintenance reduced humidity variance on finishing line.
-22136,2024-03-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,59.908,False,Temperature variance narrowed after coolant nozzle cleaning.
-22137,2024-03-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.573,False,Reliability engineer tagged sample window for model retraining.
-22138,2024-03-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.112,False,Packaging line stop reduced adjacent vibration background.
-22139,2024-03-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.216,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22140,2024-03-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.061,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22141,2024-03-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.239,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22142,2024-03-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.62,False,Vibration burst exceeds envelope during tool change cycle.
-22143,2024-03-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.405,False,Humidity readings track seasonal rise across late spring.
-22144,2024-03-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.055,False,Operator reported intermittent chatter on machine CNC-04.
-22145,2024-03-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.501,False,Edge collector replayed buffered events after network recovery.
-22146,2024-03-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.554,False,Temperature variance narrowed after coolant nozzle cleaning.
-22147,2024-03-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.652,False,Bearing temperature rising faster than baseline on spindle cell.
-22148,2024-03-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.01,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22149,2024-03-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.319,False,Humidity baseline improved after seal replacement.
-22150,2024-03-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.664,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22151,2024-03-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.026,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22152,2024-03-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.373,False,Condensation warning cleared after dehumidifier ramp-up.
-22153,2024-03-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.426,False,Short-lived packet loss observed at edge gateway gw-02.
-22154,2024-03-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.208,False,Calibration check overdue by 11 days for press-line transducer.
-22155,2024-03-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.395,False,Maintenance crew confirmed lubrication interval was missed.
-22156,2024-03-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.214,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22157,2024-03-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.366,False,Reliability engineer tagged sample window for model retraining.
-22158,2024-03-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.115,False,Pressure line purge completed before restart authorization.
-22159,2024-03-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.928,False,Humidity climbed during dock-door open period in afternoon shift.
-22160,2024-03-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.618,False,Unbalanced load introduced cyclical pressure ripple.
-22161,2024-03-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.986,False,Edge collector replayed buffered events after network recovery.
-22162,2024-03-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.571,False,Quality hold reduced finishing booth activity for one shift.
-22163,2024-03-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.638,False,Machine throughput increase drove sustained pressure uplift.
-22164,2024-03-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.645,False,Humidity climbed during dock-door open period in afternoon shift.
-22165,2024-03-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.182,False,Sensor enclosure opened for manual calibration verification.
-22166,2024-03-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.887,False,Anomaly review flagged possible bearing wear progression.
-22167,2024-03-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.436,False,Maintenance scheduler deferred calibration due to spare shortage.
-22168,2024-03-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.205,False,Reliability engineer tagged sample window for model retraining.
-22169,2024-03-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.99,False,Dust extraction fan offline for 18 minutes on line finishing.
-22170,2024-03-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.713,False,Shift handoff note referenced unusual noise near press enclosure.
-22171,2024-03-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.588,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22172,2024-03-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.698,False,Sensor enclosure opened for manual calibration verification.
-22173,2024-03-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22174,2024-03-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.27,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22175,2024-03-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.437,False,Temperature variance narrowed after coolant nozzle cleaning.
-22176,2024-03-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.591,False,Night shift startup produced higher than normal vibration floor.
-22177,2024-03-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.105,False,Night shift startup produced higher than normal vibration floor.
-22178,2024-03-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.752,False,Packaging line stop reduced adjacent vibration background.
-22179,2024-03-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.86,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22180,2024-03-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.673,False,Transient outlier matched forklift impact near cabinet wall.
-22181,2024-03-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.767,False,Pressure line purge completed before restart authorization.
-22182,2024-03-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.919,False,Bearing temperature rising faster than baseline on spindle cell.
-22183,2024-03-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.409,False,Packaging line stop reduced adjacent vibration background.
-22184,2024-03-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.434,False,Sensor battery health remains nominal after firmware update.
-22185,2024-03-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.077,False,Air handler maintenance reduced humidity variance on finishing line.
-22186,2024-03-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.054,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22187,2024-03-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.475,False,Anomaly review flagged possible bearing wear progression.
-22188,2024-03-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.223,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22189,2024-03-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.661,False,Thermal ramp exceeded expected warmup curve before shift start.
-22190,2024-03-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.167,False,Thermal overshoot event coincided with recipe change on furnace.
-22191,2024-03-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.147,False,Packaging line stop reduced adjacent vibration background.
-22192,2024-03-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.073,False,Anomaly review flagged possible bearing wear progression.
-22193,2024-03-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.462,False,Vibration harmonics broadened during extended production run.
-22194,2024-03-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.775,False,SCADA backfill inserted two delayed telemetry points.
-22195,2024-03-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.937,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22196,2024-03-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.42,False,Supervisory alert generated after three consecutive threshold breaches.
-22197,2024-03-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.905,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22198,2024-03-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.759,False,Pressure settled back to nominal after valve reseat.
-22199,2024-03-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.923,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22200,2024-03-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.748,False,Humidity readings track seasonal rise across late spring.
-22201,2024-03-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.223,False,Calibration check overdue by 11 days for press-line transducer.
-22202,2024-03-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.438,False,Shift handoff note referenced unusual noise near press enclosure.
-22203,2024-03-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.718,False,Pressure peak corresponds to oversized billet batch processing.
-22204,2024-03-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.107,False,Machine throughput increase drove sustained pressure uplift.
-22205,2024-03-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Pressure settled back to nominal after valve reseat.
-22206,2024-03-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.789,False,Press cycle dwell time lengthened during high-volume batch.
-22207,2024-03-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22208,2024-03-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.15,False,Air handler maintenance reduced humidity variance on finishing line.
-22209,2024-03-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.45,False,Quality team requested trace review for lot 24-118B.
-22210,2024-03-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.945,False,Sensor signal clipping observed during startup surge.
-22211,2024-03-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.241,False,Anomaly review flagged possible bearing wear progression.
-22212,2024-03-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.27,False,Warning threshold updated for pilot predictive-maintenance model.
-22213,2024-03-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Temperature variance narrowed after coolant nozzle cleaning.
-22214,2024-03-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.237,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22215,2024-03-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Maintenance crew confirmed lubrication interval was missed.
-22216,2024-03-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.208,False,Thermal ramp exceeded expected warmup curve before shift start.
-22217,2024-03-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22218,2024-03-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.521,False,Press cycle dwell time lengthened during high-volume batch.
-22219,2024-03-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.757,False,Vibration burst exceeds envelope during tool change cycle.
-22220,2024-03-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.968,False,Maintenance scheduler deferred calibration due to spare shortage.
-22221,2024-03-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.292,False,Warning threshold updated for pilot predictive-maintenance model.
-22222,2024-03-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.071,False,Pressure line purge completed before restart authorization.
-22223,2024-03-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.705,False,Sensor signal clipping observed during startup surge.
-22224,2024-03-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.347,False,Reliability engineer tagged sample window for model retraining.
-22225,2024-03-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.856,False,Sensor battery health remains nominal after firmware update.
-22226,2024-03-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.002,False,Hydraulic line pressure oscillation detected under load.
-22227,2024-03-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.634,False,SCADA backfill inserted two delayed telemetry points.
-22228,2024-03-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.956,False,Pressure line purge completed before restart authorization.
-22229,2024-03-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.847,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22230,2024-03-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.715,False,Humidity baseline improved after seal replacement.
-22231,2024-03-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.024,False,Condensation warning cleared after dehumidifier ramp-up.
-22232,2024-03-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.339,False,Sensor signal clipping observed during startup surge.
-22233,2024-03-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Condensation warning cleared after dehumidifier ramp-up.
-22234,2024-03-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.178,False,Operator reset acknowledged after red-tag inspection.
-22235,2024-03-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.651,False,Warning threshold updated for pilot predictive-maintenance model.
-22236,2024-03-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.753,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22237,2024-03-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.993,False,Short-lived packet loss observed at edge gateway gw-02.
-22238,2024-03-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.929,False,Reliability engineer tagged sample window for model retraining.
-22239,2024-03-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Press cycle dwell time lengthened during high-volume batch.
-22240,2024-03-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.236,False,Hydraulic line pressure oscillation detected under load.
-22241,2024-03-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Pressure line purge completed before restart authorization.
-22242,2024-03-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.906,False,Humidity climbed during dock-door open period in afternoon shift.
-22243,2024-03-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,10.048,False,Night shift startup produced higher than normal vibration floor.
-22244,2024-03-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.72,False,Condensation warning cleared after dehumidifier ramp-up.
-22245,2024-03-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.141,False,Sensor battery health remains nominal after firmware update.
-22246,2024-03-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.005,False,Telemetry quality flag downgraded during sensor self-test window.
-22247,2024-03-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.162,False,Sensor enclosure opened for manual calibration verification.
-22248,2024-03-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.174,False,SCADA backfill inserted two delayed telemetry points.
-22249,2024-03-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.005,False,Telemetry quality flag downgraded during sensor self-test window.
-22250,2024-03-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.438,False,Telemetry quality flag downgraded during sensor self-test window.
-22251,2024-03-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.352,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22252,2024-03-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.295,False,Operator reset acknowledged after red-tag inspection.
-22253,2024-03-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Short-lived packet loss observed at edge gateway gw-02.
-22254,2024-03-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.121,False,Quality team requested trace review for lot 24-118B.
-22255,2024-03-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.541,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22256,2024-03-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.482,False,Edge collector replayed buffered events after network recovery.
-22257,2024-03-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.115,False,Humidity climbed during dock-door open period in afternoon shift.
-22258,2024-03-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.502,False,Thermal ramp exceeded expected warmup curve before shift start.
-22259,2024-03-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.163,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22260,2024-03-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.415,False,Temperature variance narrowed after coolant nozzle cleaning.
-22261,2024-03-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.444,False,Humidity climbed during dock-door open period in afternoon shift.
-22262,2024-03-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.214,False,Dust extraction fan offline for 18 minutes on line finishing.
-22263,2024-03-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.977,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22264,2024-03-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.397,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22265,2024-03-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.937,False,Air handler maintenance reduced humidity variance on finishing line.
-22266,2024-03-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.577,False,Maintenance scheduler deferred calibration due to spare shortage.
-22267,2024-03-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.513,False,Machine throughput increase drove sustained pressure uplift.
-22268,2024-03-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.094,False,Transient outlier matched forklift impact near cabinet wall.
-22269,2024-03-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.662,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22270,2024-03-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.45,False,Reliability engineer tagged sample window for model retraining.
-22271,2024-03-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.458,False,Machine idle period extended during planned sanitation window.
-22272,2024-03-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.709,False,Packaging line stop reduced adjacent vibration background.
-22273,2024-03-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.418,False,Unbalanced load introduced cyclical pressure ripple.
-22274,2024-03-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.385,False,Quality team requested trace review for lot 24-118B.
-22275,2024-03-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.108,False,Short-lived packet loss observed at edge gateway gw-02.
-22276,2024-03-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.224,False,Quality hold reduced finishing booth activity for one shift.
-22277,2024-03-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.55,False,Vibration harmonics broadened during extended production run.
-22278,2024-03-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.217,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22279,2024-03-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.363,False,Pressure line purge completed before restart authorization.
-22280,2024-03-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.932,False,Pressure line purge completed before restart authorization.
-22281,2024-03-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.693,False,Vibration baseline recovered after tool holder replacement.
-22282,2024-03-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.202,False,Vibration burst exceeds envelope during tool change cycle.
-22283,2024-03-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.187,False,Vibration harmonics broadened during extended production run.
-22284,2024-03-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.513,False,Press cycle dwell time lengthened during high-volume batch.
-22285,2024-03-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.539,False,SCADA backfill inserted two delayed telemetry points.
-22286,2024-03-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.215,False,Unbalanced load introduced cyclical pressure ripple.
-22287,2024-03-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.657,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22288,2024-03-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.427,False,Supervisory alert generated after three consecutive threshold breaches.
-22289,2024-03-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.877,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22290,2024-03-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.851,False,Sensor battery health remains nominal after firmware update.
-22291,2024-03-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.794,False,Thermal overshoot event coincided with recipe change on furnace.
-22292,2024-03-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.604,False,Operator reported intermittent chatter on machine CNC-04.
-22293,2024-03-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.801,False,SCADA backfill inserted two delayed telemetry points.
-22294,2024-03-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.988,False,Humidity excursion near finishing booth during coating run.
-22295,2024-03-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.196,False,Maintenance note logged for coupling imbalance inspection.
-22296,2024-03-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.71,False,Pressure peak corresponds to oversized billet batch processing.
-22297,2024-03-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Sensor signal clipping observed during startup surge.
-22298,2024-03-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.903,False,Machine idle period extended during planned sanitation window.
-22299,2024-03-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.487,False,Air handler maintenance reduced humidity variance on finishing line.
-22300,2024-03-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.671,False,Temporary gateway failover completed without data loss.
-22301,2024-03-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.065,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22302,2024-03-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.708,False,Air handler maintenance reduced humidity variance on finishing line.
-22303,2024-03-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.734,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22304,2024-03-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.719,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22305,2024-03-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.829,False,Calibration check overdue by 11 days for press-line transducer.
-22306,2024-03-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.229,False,Vibration harmonics broadened during extended production run.
-22307,2024-03-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.181,False,Vibration baseline recovered after tool holder replacement.
-22308,2024-03-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.866,False,Air handler maintenance reduced humidity variance on finishing line.
-22309,2024-03-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.473,False,Pressure line purge completed before restart authorization.
-22310,2024-03-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.447,False,Transient outlier matched forklift impact near cabinet wall.
-22311,2024-03-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.01,False,Thermal overshoot event coincided with recipe change on furnace.
-22312,2024-03-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.109,False,Sensor heartbeat delayed by one interval after gateway retry.
-22313,2024-03-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.903,False,Quality team requested trace review for lot 24-118B.
-22314,2024-03-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.049,False,Maintenance note logged for coupling imbalance inspection.
-22315,2024-03-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.474,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22316,2024-03-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.642,False,Reliability engineer tagged sample window for model retraining.
-22317,2024-03-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.939,False,Pressure peak corresponds to oversized billet batch processing.
-22318,2024-03-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.495,False,Quality hold reduced finishing booth activity for one shift.
-22319,2024-03-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.799,False,Humidity baseline improved after seal replacement.
-22320,2024-03-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.229,False,Thermal ramp exceeded expected warmup curve before shift start.
-22321,2024-03-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,Operator reset acknowledged after red-tag inspection.
-22322,2024-03-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.802,False,Shift handoff note referenced unusual noise near press enclosure.
-22323,2024-03-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.983,False,Quality hold reduced finishing booth activity for one shift.
-22324,2024-03-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.891,False,Warning threshold updated for pilot predictive-maintenance model.
-22325,2024-03-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.743,False,Vibration burst exceeds envelope during tool change cycle.
-22326,2024-03-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,62.542,False,Reliability engineer tagged sample window for model retraining.
-22327,2024-03-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.516,False,Shift handoff note referenced unusual noise near press enclosure.
-22328,2024-03-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.729,False,Press cycle dwell time lengthened during high-volume batch.
-22329,2024-03-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.584,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22330,2024-03-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.801,False,Night shift startup produced higher than normal vibration floor.
-22331,2024-03-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.184,False,Temperature remained elevated during unscheduled overtime run.
-22332,2024-03-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.52,False,Sensor signal clipping observed during startup surge.
-22333,2024-03-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.985,False,Humidity climbed during dock-door open period in afternoon shift.
-22334,2024-03-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.967,False,Maintenance note logged for coupling imbalance inspection.
-22335,2024-03-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.951,False,Pressure settled back to nominal after valve reseat.
-22336,2024-03-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.551,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22337,2024-03-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.719,False,Vibration harmonics broadened during extended production run.
-22338,2024-03-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.957,False,Supervisory alert generated after three consecutive threshold breaches.
-22339,2024-03-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.876,False,Condensation warning cleared after dehumidifier ramp-up.
-22340,2024-03-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.464,False,Air handler maintenance reduced humidity variance on finishing line.
-22341,2024-03-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.475,False,Machine throughput increase drove sustained pressure uplift.
-22342,2024-03-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.044,False,Thermal overshoot event coincided with recipe change on furnace.
-22343,2024-03-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.702,False,Operator reported intermittent chatter on machine CNC-04.
-22344,2024-03-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.126,False,Sensor signal clipping observed during startup surge.
-22345,2024-03-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.065,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22346,2024-03-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.095,False,Condensation warning cleared after dehumidifier ramp-up.
-22347,2024-03-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.662,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22348,2024-03-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.319,False,Press cycle dwell time lengthened during high-volume batch.
-22349,2024-03-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Vibration baseline recovered after tool holder replacement.
-22350,2024-03-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.436,False,Sensor battery health remains nominal after firmware update.
-22351,2024-03-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.535,False,Shift handoff note referenced unusual noise near press enclosure.
-22352,2024-03-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.829,False,Humidity excursion near finishing booth during coating run.
-22353,2024-03-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.814,False,Vibration burst exceeds envelope during tool change cycle.
-22354,2024-03-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.434,False,Temperature variance narrowed after coolant nozzle cleaning.
-22355,2024-03-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.537,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22356,2024-03-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.212,False,Temperature remained elevated during unscheduled overtime run.
-22357,2024-03-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.188,False,Humidity baseline improved after seal replacement.
-22358,2024-03-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.42,False,Maintenance scheduler deferred calibration due to spare shortage.
-22359,2024-03-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.448,False,Machine idle period extended during planned sanitation window.
-22360,2024-03-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.365,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22361,2024-03-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.912,False,Packaging line stop reduced adjacent vibration background.
-22362,2024-03-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.629,False,Pressure line purge completed before restart authorization.
-22363,2024-03-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.558,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22364,2024-03-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.153,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22365,2024-03-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22366,2024-03-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.314,False,Machine idle period extended during planned sanitation window.
-22367,2024-03-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.012,False,Calibration check overdue by 11 days for press-line transducer.
-22368,2024-03-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.387,False,Vibration harmonics broadened during extended production run.
-22369,2024-03-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.139,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22370,2024-03-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.282,False,Temporary gateway failover completed without data loss.
-22371,2024-03-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.452,False,Sensor heartbeat delayed by one interval after gateway retry.
-22372,2024-03-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.822,False,Operator reset acknowledged after red-tag inspection.
-22373,2024-03-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.416,False,Vibration burst exceeds envelope during tool change cycle.
-22374,2024-03-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.365,False,Humidity baseline improved after seal replacement.
-22375,2024-03-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.463,False,Reliability engineer tagged sample window for model retraining.
-22376,2024-03-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.33,False,Coolant loop adjustment reduced chamber temperature spread.
-22377,2024-03-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.666,False,Sensor signal clipping observed during startup surge.
-22378,2024-03-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.441,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22379,2024-03-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.498,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22380,2024-03-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.893,False,Transient outlier matched forklift impact near cabinet wall.
-22381,2024-03-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.308,False,Reliability engineer tagged sample window for model retraining.
-22382,2024-03-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.038,False,Night shift startup produced higher than normal vibration floor.
-22383,2024-03-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Pressure line purge completed before restart authorization.
-22384,2024-03-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.785,False,Anomaly review flagged possible bearing wear progression.
-22385,2024-03-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.417,False,Thermal ramp exceeded expected warmup curve before shift start.
-22386,2024-03-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.208,False,Press cycle dwell time lengthened during high-volume batch.
-22387,2024-03-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.843,False,Thermal ramp exceeded expected warmup curve before shift start.
-22388,2024-03-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.278,False,Vibration baseline recovered after tool holder replacement.
-22389,2024-03-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.848,False,Humidity climbed during dock-door open period in afternoon shift.
-22390,2024-03-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.89,False,Telemetry quality flag downgraded during sensor self-test window.
-22391,2024-03-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.814,False,Maintenance note logged for coupling imbalance inspection.
-22392,2024-03-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.16,False,Maintenance crew confirmed lubrication interval was missed.
-22393,2024-03-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Anomaly review flagged possible bearing wear progression.
-22394,2024-03-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.125,False,Sensor signal clipping observed during startup surge.
-22395,2024-03-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.739,False,Humidity climbed during dock-door open period in afternoon shift.
-22396,2024-03-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.421,False,Sensor signal clipping observed during startup surge.
-22397,2024-03-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.754,False,Hydraulic line pressure oscillation detected under load.
-22398,2024-03-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.815,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22399,2024-03-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.474,False,Humidity readings track seasonal rise across late spring.
-22400,2024-03-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,27.035,False,Sensor signal clipping observed during startup surge.
-22401,2024-03-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.338,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22402,2024-03-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.717,False,Night shift startup produced higher than normal vibration floor.
-22403,2024-03-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.544,False,Reliability engineer tagged sample window for model retraining.
-22404,2024-03-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.689,False,Night shift startup produced higher than normal vibration floor.
-22405,2024-03-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Air handler maintenance reduced humidity variance on finishing line.
-22406,2024-03-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.457,False,Edge collector replayed buffered events after network recovery.
-22407,2024-03-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.22,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22408,2024-03-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.759,False,Maintenance note logged for coupling imbalance inspection.
-22409,2024-03-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.689,False,Maintenance scheduler deferred calibration due to spare shortage.
-22410,2024-03-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.313,False,Maintenance note logged for coupling imbalance inspection.
-22411,2024-03-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.52,False,Short-lived packet loss observed at edge gateway gw-02.
-22412,2024-03-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.153,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22413,2024-03-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.771,False,Edge collector replayed buffered events after network recovery.
-22414,2024-03-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.509,False,Machine throughput increase drove sustained pressure uplift.
-22415,2024-03-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.556,False,Vibration harmonics broadened during extended production run.
-22416,2024-03-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.811,False,Packaging line stop reduced adjacent vibration background.
-22417,2024-03-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.917,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22418,2024-03-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.235,False,Operator reported intermittent chatter on machine CNC-04.
-22419,2024-03-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.242,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22420,2024-03-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.819,False,SCADA backfill inserted two delayed telemetry points.
-22421,2024-03-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Air handler maintenance reduced humidity variance on finishing line.
-22422,2024-03-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.355,False,Quality team requested trace review for lot 24-118B.
-22423,2024-03-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.073,False,Packaging line stop reduced adjacent vibration background.
-22424,2024-03-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.705,False,Vibration baseline recovered after tool holder replacement.
-22425,2024-03-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.968,False,Condensation warning cleared after dehumidifier ramp-up.
-22426,2024-03-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.031,False,Pressure peak corresponds to oversized billet batch processing.
-22427,2024-03-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.09,False,Telemetry quality flag downgraded during sensor self-test window.
-22428,2024-03-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.643,False,Unbalanced load introduced cyclical pressure ripple.
-22429,2024-03-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.206,False,Humidity excursion near finishing booth during coating run.
-22430,2024-03-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.253,False,Calibration check overdue by 11 days for press-line transducer.
-22431,2024-03-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.904,False,Night shift startup produced higher than normal vibration floor.
-22432,2024-03-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.179,False,Short-lived packet loss observed at edge gateway gw-02.
-22433,2024-03-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.409,False,Hydraulic line pressure oscillation detected under load.
-22434,2024-03-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.669,False,Humidity excursion near finishing booth during coating run.
-22435,2024-03-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.714,False,Dust extraction fan offline for 18 minutes on line finishing.
-22436,2024-03-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.202,False,Unbalanced load introduced cyclical pressure ripple.
-22437,2024-03-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.377,False,Supervisory alert generated after three consecutive threshold breaches.
-22438,2024-03-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.161,False,Maintenance note logged for coupling imbalance inspection.
-22439,2024-03-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.361,False,Bearing temperature rising faster than baseline on spindle cell.
-22440,2024-03-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.62,False,Vibration burst exceeds envelope during tool change cycle.
-22441,2024-03-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.868,False,Packaging line stop reduced adjacent vibration background.
-22442,2024-03-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.375,False,Edge collector replayed buffered events after network recovery.
-22443,2024-03-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.254,False,Air handler maintenance reduced humidity variance on finishing line.
-22444,2024-03-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.949,False,Shift handoff note referenced unusual noise near press enclosure.
-22445,2024-03-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.581,False,Condensation warning cleared after dehumidifier ramp-up.
-22446,2024-03-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.605,False,Operator reset acknowledged after red-tag inspection.
-22447,2024-03-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.037,False,Air handler maintenance reduced humidity variance on finishing line.
-22448,2024-03-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.064,False,SCADA backfill inserted two delayed telemetry points.
-22449,2024-03-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.895,False,Humidity readings track seasonal rise across late spring.
-22450,2024-03-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.802,False,Thermal ramp exceeded expected warmup curve before shift start.
-22451,2024-03-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.582,False,Night shift startup produced higher than normal vibration floor.
-22452,2024-03-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.814,False,Press cycle dwell time lengthened during high-volume batch.
-22453,2024-03-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.308,False,Press cycle dwell time lengthened during high-volume batch.
-22454,2024-03-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.708,False,Pressure peak corresponds to oversized billet batch processing.
-22455,2024-03-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.815,False,Maintenance note logged for coupling imbalance inspection.
-22456,2024-03-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.469,False,Maintenance crew confirmed lubrication interval was missed.
-22457,2024-03-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.179,False,Sensor battery health remains nominal after firmware update.
-22458,2024-03-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.413,False,Temperature remained elevated during unscheduled overtime run.
-22459,2024-03-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.385,False,Air handler maintenance reduced humidity variance on finishing line.
-22460,2024-03-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,51.262,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22461,2024-03-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.734,False,Vibration harmonics broadened during extended production run.
-22462,2024-03-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.121,False,Quality team requested trace review for lot 24-118B.
-22463,2024-03-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.362,False,Unbalanced load introduced cyclical pressure ripple.
-22464,2024-03-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.4,False,Pressure line purge completed before restart authorization.
-22465,2024-03-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.053,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22466,2024-03-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.044,False,Sensor enclosure opened for manual calibration verification.
-22467,2024-03-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.607,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22468,2024-03-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.358,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22469,2024-03-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.455,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22470,2024-03-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.403,False,Reliability engineer tagged sample window for model retraining.
-22471,2024-03-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.507,False,Calibration check overdue by 11 days for press-line transducer.
-22472,2024-03-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.593,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22473,2024-03-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.118,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22474,2024-03-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.823,False,Vibration baseline recovered after tool holder replacement.
-22475,2024-03-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.301,False,Short-lived packet loss observed at edge gateway gw-02.
-22476,2024-03-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.586,False,Vibration burst exceeds envelope during tool change cycle.
-22477,2024-03-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.051,False,Pressure peak corresponds to oversized billet batch processing.
-22478,2024-03-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.32,False,Warning threshold updated for pilot predictive-maintenance model.
-22479,2024-03-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.136,False,Sensor signal clipping observed during startup surge.
-22480,2024-03-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.829,False,Packaging line stop reduced adjacent vibration background.
-22481,2024-03-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.868,False,Vibration harmonics broadened during extended production run.
-22482,2024-03-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.025,False,Packaging line stop reduced adjacent vibration background.
-22483,2024-03-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.634,False,Thermal overshoot event coincided with recipe change on furnace.
-22484,2024-03-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.929,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22485,2024-03-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.952,False,Humidity climbed during dock-door open period in afternoon shift.
-22486,2024-03-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.871,False,Thermal overshoot event coincided with recipe change on furnace.
-22487,2024-03-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.711,False,Thermal ramp exceeded expected warmup curve before shift start.
-22488,2024-03-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.042,False,Supervisory alert generated after three consecutive threshold breaches.
-22489,2024-03-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.984,False,Press cycle dwell time lengthened during high-volume batch.
-22490,2024-03-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.199,False,Maintenance note logged for coupling imbalance inspection.
-22491,2024-03-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.212,False,Air handler maintenance reduced humidity variance on finishing line.
-22492,2024-03-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.657,False,SCADA backfill inserted two delayed telemetry points.
-22493,2024-03-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.54,False,Anomaly review flagged possible bearing wear progression.
-22494,2024-03-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.069,False,Transient outlier matched forklift impact near cabinet wall.
-22495,2024-03-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.232,False,Sensor signal clipping observed during startup surge.
-22496,2024-03-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.673,False,Dust extraction fan offline for 18 minutes on line finishing.
-22497,2024-03-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Coolant loop adjustment reduced chamber temperature spread.
-22498,2024-03-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.098,False,Maintenance crew confirmed lubrication interval was missed.
-22499,2024-03-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.992,False,Humidity baseline improved after seal replacement.
-22500,2024-03-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.949,False,Warning threshold updated for pilot predictive-maintenance model.
-22501,2024-03-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.376,False,Bearing temperature rising faster than baseline on spindle cell.
-22502,2024-03-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.865,False,Pressure peak corresponds to oversized billet batch processing.
-22503,2024-03-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.034,False,Shift handoff note referenced unusual noise near press enclosure.
-22504,2024-03-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.22,False,Humidity climbed during dock-door open period in afternoon shift.
-22505,2024-03-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Maintenance crew confirmed lubrication interval was missed.
-22506,2024-03-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.038,False,Machine idle period extended during planned sanitation window.
-22507,2024-03-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.007,False,Press cycle dwell time lengthened during high-volume batch.
-22508,2024-03-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.585,False,Thermal overshoot event coincided with recipe change on furnace.
-22509,2024-03-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.85,False,Press cycle dwell time lengthened during high-volume batch.
-22510,2024-03-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.24,False,Condensation warning cleared after dehumidifier ramp-up.
-22511,2024-03-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.104,False,Calibration check overdue by 11 days for press-line transducer.
-22512,2024-03-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.972,False,Transient outlier matched forklift impact near cabinet wall.
-22513,2024-03-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.21,False,Packaging line stop reduced adjacent vibration background.
-22514,2024-03-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.611,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22515,2024-03-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.248,False,Transient outlier matched forklift impact near cabinet wall.
-22516,2024-03-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.849,False,Vibration baseline recovered after tool holder replacement.
-22517,2024-03-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.197,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22518,2024-03-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.733,False,Night shift startup produced higher than normal vibration floor.
-22519,2024-03-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.761,False,Temporary gateway failover completed without data loss.
-22520,2024-03-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.224,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22521,2024-03-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.478,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22522,2024-03-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.66,False,Pressure settled back to nominal after valve reseat.
-22523,2024-03-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.443,False,Sensor enclosure opened for manual calibration verification.
-22524,2024-03-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.705,False,Coolant loop adjustment reduced chamber temperature spread.
-22525,2024-03-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.978,False,Temporary gateway failover completed without data loss.
-22526,2024-03-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.381,False,Hydraulic line pressure oscillation detected under load.
-22527,2024-03-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Quality hold reduced finishing booth activity for one shift.
-22528,2024-03-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.011,False,Supervisory alert generated after three consecutive threshold breaches.
-22529,2024-03-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.113,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22530,2024-03-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.212,False,Sensor heartbeat delayed by one interval after gateway retry.
-22531,2024-03-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Vibration harmonics broadened during extended production run.
-22532,2024-03-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.836,False,Sensor enclosure opened for manual calibration verification.
-22533,2024-03-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.343,False,Vibration harmonics broadened during extended production run.
-22534,2024-03-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.912,False,SCADA backfill inserted two delayed telemetry points.
-22535,2024-03-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.84,False,Machine idle period extended during planned sanitation window.
-22536,2024-03-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.948,False,Anomaly review flagged possible bearing wear progression.
-22537,2024-03-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.486,False,Quality hold reduced finishing booth activity for one shift.
-22538,2024-03-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.188,False,Humidity baseline improved after seal replacement.
-22539,2024-03-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.428,False,Temperature variance narrowed after coolant nozzle cleaning.
-22540,2024-03-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.558,False,Humidity baseline improved after seal replacement.
-22541,2024-03-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.165,False,Vibration harmonics broadened during extended production run.
-22542,2024-03-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.033,False,Machine throughput increase drove sustained pressure uplift.
-22543,2024-03-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.307,False,Calibration check overdue by 11 days for press-line transducer.
-22544,2024-03-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.195,False,Sensor enclosure opened for manual calibration verification.
-22545,2024-03-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.253,False,Transient outlier matched forklift impact near cabinet wall.
-22546,2024-03-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.306,False,Humidity excursion near finishing booth during coating run.
-22547,2024-03-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.811,False,Anomaly review flagged possible bearing wear progression.
-22548,2024-03-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.778,False,Temporary gateway failover completed without data loss.
-22549,2024-03-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.257,False,Press cycle dwell time lengthened during high-volume batch.
-22550,2024-03-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.994,False,Temporary gateway failover completed without data loss.
-22551,2024-03-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.002,False,Humidity excursion near finishing booth during coating run.
-22552,2024-03-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.04,False,Sensor heartbeat delayed by one interval after gateway retry.
-22553,2024-03-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.586,False,Pressure settled back to nominal after valve reseat.
-22554,2024-03-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.469,False,Bearing temperature rising faster than baseline on spindle cell.
-22555,2024-03-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.462,False,Pressure line purge completed before restart authorization.
-22556,2024-03-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.101,False,Temperature remained elevated during unscheduled overtime run.
-22557,2024-03-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.714,False,Calibration check overdue by 11 days for press-line transducer.
-22558,2024-03-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.199,False,Edge collector replayed buffered events after network recovery.
-22559,2024-03-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.322,False,Quality hold reduced finishing booth activity for one shift.
-22560,2024-03-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.568,False,Sensor signal clipping observed during startup surge.
-22561,2024-03-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.272,False,Operator reported intermittent chatter on machine CNC-04.
-22562,2024-03-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.561,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22563,2024-03-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.373,False,Warning threshold updated for pilot predictive-maintenance model.
-22564,2024-03-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.516,False,Sensor enclosure opened for manual calibration verification.
-22565,2024-03-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.353,False,Condensation warning cleared after dehumidifier ramp-up.
-22566,2024-03-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.852,False,Shift handoff note referenced unusual noise near press enclosure.
-22567,2024-03-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.513,False,Bearing temperature rising faster than baseline on spindle cell.
-22568,2024-03-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.892,False,Telemetry quality flag downgraded during sensor self-test window.
-22569,2024-03-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.575,False,Edge collector replayed buffered events after network recovery.
-22570,2024-03-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.833,False,Shift handoff note referenced unusual noise near press enclosure.
-22571,2024-03-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Humidity baseline improved after seal replacement.
-22572,2024-03-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.62,False,Shift handoff note referenced unusual noise near press enclosure.
-22573,2024-03-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.201,False,Unbalanced load introduced cyclical pressure ripple.
-22574,2024-03-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.678,False,Transient outlier matched forklift impact near cabinet wall.
-22575,2024-03-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.717,False,Maintenance note logged for coupling imbalance inspection.
-22576,2024-03-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.012,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22577,2024-03-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.279,False,Vibration baseline recovered after tool holder replacement.
-22578,2024-03-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.363,False,Condensation warning cleared after dehumidifier ramp-up.
-22579,2024-03-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22580,2024-03-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.378,False,Edge collector replayed buffered events after network recovery.
-22581,2024-03-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.915,False,Packaging line stop reduced adjacent vibration background.
-22582,2024-03-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.266,False,Humidity climbed during dock-door open period in afternoon shift.
-22583,2024-03-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.5,False,Sensor heartbeat delayed by one interval after gateway retry.
-22584,2024-03-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.476,False,Thermal overshoot event coincided with recipe change on furnace.
-22585,2024-03-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.456,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22586,2024-03-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.436,False,Supervisory alert generated after three consecutive threshold breaches.
-22587,2024-03-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.226,False,Temperature remained elevated during unscheduled overtime run.
-22588,2024-03-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.967,False,Hydraulic line pressure oscillation detected under load.
-22589,2024-03-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.255,False,Maintenance note logged for coupling imbalance inspection.
-22590,2024-03-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.839,False,Vibration harmonics broadened during extended production run.
-22591,2024-03-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.262,False,Temporary gateway failover completed without data loss.
-22592,2024-03-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.599,False,Vibration harmonics broadened during extended production run.
-22593,2024-03-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.08,False,Pressure peak corresponds to oversized billet batch processing.
-22594,2024-03-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.309,False,Maintenance scheduler deferred calibration due to spare shortage.
-22595,2024-03-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.032,False,Humidity climbed during dock-door open period in afternoon shift.
-22596,2024-03-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.641,False,Humidity baseline improved after seal replacement.
-22597,2024-03-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.866,False,Operator reset acknowledged after red-tag inspection.
-22598,2024-03-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.627,False,Pressure settled back to nominal after valve reseat.
-22599,2024-03-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.37,False,Edge collector replayed buffered events after network recovery.
-22600,2024-03-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.608,False,Warning threshold updated for pilot predictive-maintenance model.
-22601,2024-03-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Temporary gateway failover completed without data loss.
-22602,2024-03-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.31,False,Edge collector replayed buffered events after network recovery.
-22603,2024-03-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.152,False,Temperature variance narrowed after coolant nozzle cleaning.
-22604,2024-03-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.56,False,Transient outlier matched forklift impact near cabinet wall.
-22605,2024-03-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Unbalanced load introduced cyclical pressure ripple.
-22606,2024-03-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.564,False,Vibration burst exceeds envelope during tool change cycle.
-22607,2024-03-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.369,False,Vibration burst exceeds envelope during tool change cycle.
-22608,2024-03-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.15,False,Shift handoff note referenced unusual noise near press enclosure.
-22609,2024-03-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.378,False,Temperature variance narrowed after coolant nozzle cleaning.
-22610,2024-03-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.973,False,Humidity readings track seasonal rise across late spring.
-22611,2024-03-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.732,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22612,2024-03-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.845,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22613,2024-03-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.833,False,Packaging line stop reduced adjacent vibration background.
-22614,2024-03-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.212,False,Machine throughput increase drove sustained pressure uplift.
-22615,2024-03-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22616,2024-03-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.524,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22617,2024-03-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22618,2024-03-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.287,False,Humidity baseline improved after seal replacement.
-22619,2024-03-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.5,False,Thermal overshoot event coincided with recipe change on furnace.
-22620,2024-03-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.619,False,Dust extraction fan offline for 18 minutes on line finishing.
-22621,2024-03-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.444,False,Reliability engineer tagged sample window for model retraining.
-22622,2024-03-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.184,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22623,2024-03-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.982,False,Vibration baseline recovered after tool holder replacement.
-22624,2024-03-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.02,False,Humidity baseline improved after seal replacement.
-22625,2024-03-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.606,False,Pressure line purge completed before restart authorization.
-22626,2024-03-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.155,False,SCADA backfill inserted two delayed telemetry points.
-22627,2024-03-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.515,False,Sensor enclosure opened for manual calibration verification.
-22628,2024-03-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.94,False,Pressure peak corresponds to oversized billet batch processing.
-22629,2024-03-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Machine throughput increase drove sustained pressure uplift.
-22630,2024-03-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.619,False,Thermal ramp exceeded expected warmup curve before shift start.
-22631,2024-03-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.153,False,Temporary gateway failover completed without data loss.
-22632,2024-03-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.986,False,Thermal overshoot event coincided with recipe change on furnace.
-22633,2024-03-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.033,False,Air handler maintenance reduced humidity variance on finishing line.
-22634,2024-03-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.231,False,Pressure peak corresponds to oversized billet batch processing.
-22635,2024-03-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.477,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22636,2024-03-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.956,False,Anomaly review flagged possible bearing wear progression.
-22637,2024-03-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.745,False,Vibration harmonics broadened during extended production run.
-22638,2024-03-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.897,False,Pressure peak corresponds to oversized billet batch processing.
-22639,2024-03-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.803,False,Transient outlier matched forklift impact near cabinet wall.
-22640,2024-03-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.836,False,Quality team requested trace review for lot 24-118B.
-22641,2024-03-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.519,False,Sensor battery health remains nominal after firmware update.
-22642,2024-03-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.865,False,Calibration check overdue by 11 days for press-line transducer.
-22643,2024-03-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.803,False,Condensation warning cleared after dehumidifier ramp-up.
-22644,2024-03-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.129,False,Maintenance scheduler deferred calibration due to spare shortage.
-22645,2024-03-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.115,False,Humidity baseline improved after seal replacement.
-22646,2024-03-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,61.32,False,Machine throughput increase drove sustained pressure uplift.
-22647,2024-03-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.387,False,Humidity excursion near finishing booth during coating run.
-22648,2024-03-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.669,False,Temperature variance narrowed after coolant nozzle cleaning.
-22649,2024-03-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.641,False,Dust extraction fan offline for 18 minutes on line finishing.
-22650,2024-03-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.772,False,Sensor signal clipping observed during startup surge.
-22651,2024-03-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Pressure settled back to nominal after valve reseat.
-22652,2024-03-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.213,False,Vibration harmonics broadened during extended production run.
-22653,2024-03-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.229,False,Machine idle period extended during planned sanitation window.
-22654,2024-03-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.988,False,Calibration check overdue by 11 days for press-line transducer.
-22655,2024-03-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Calibration check overdue by 11 days for press-line transducer.
-22656,2024-03-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.37,False,Sensor enclosure opened for manual calibration verification.
-22657,2024-03-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Machine idle period extended during planned sanitation window.
-22658,2024-03-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.072,False,Condensation warning cleared after dehumidifier ramp-up.
-22659,2024-03-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22660,2024-03-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.862,False,Maintenance note logged for coupling imbalance inspection.
-22661,2024-03-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.351,False,Reliability engineer tagged sample window for model retraining.
-22662,2024-03-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.134,False,Pressure settled back to nominal after valve reseat.
-22663,2024-03-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.01,False,Humidity readings track seasonal rise across late spring.
-22664,2024-03-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.874,False,Air handler maintenance reduced humidity variance on finishing line.
-22665,2024-03-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.154,False,Sensor heartbeat delayed by one interval after gateway retry.
-22666,2024-03-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.433,False,Night shift startup produced higher than normal vibration floor.
-22667,2024-03-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.413,False,Thermal overshoot event coincided with recipe change on furnace.
-22668,2024-03-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.104,False,Quality team requested trace review for lot 24-118B.
-22669,2024-03-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.085,False,Reliability engineer tagged sample window for model retraining.
-22670,2024-03-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.027,False,Humidity baseline improved after seal replacement.
-22671,2024-03-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.763,False,Maintenance crew confirmed lubrication interval was missed.
-22672,2024-03-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.879,False,Operator reported intermittent chatter on machine CNC-04.
-22673,2024-03-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.547,False,Coolant loop adjustment reduced chamber temperature spread.
-22674,2024-03-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.592,False,Short-lived packet loss observed at edge gateway gw-02.
-22675,2024-03-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.322,False,Sensor enclosure opened for manual calibration verification.
-22676,2024-03-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.951,False,Pressure line purge completed before restart authorization.
-22677,2024-03-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.265,False,Condensation warning cleared after dehumidifier ramp-up.
-22678,2024-03-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.183,False,Dust extraction fan offline for 18 minutes on line finishing.
-22679,2024-03-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.68,False,Telemetry quality flag downgraded during sensor self-test window.
-22680,2024-03-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.282,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22681,2024-03-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.615,False,Vibration burst exceeds envelope during tool change cycle.
-22682,2024-03-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.333,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22683,2024-03-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.883,False,Press cycle dwell time lengthened during high-volume batch.
-22684,2024-03-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.219,False,Temperature variance narrowed after coolant nozzle cleaning.
-22685,2024-03-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.234,False,SCADA backfill inserted two delayed telemetry points.
-22686,2024-03-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.371,False,Air handler maintenance reduced humidity variance on finishing line.
-22687,2024-03-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.219,False,Shift handoff note referenced unusual noise near press enclosure.
-22688,2024-03-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.965,False,Unbalanced load introduced cyclical pressure ripple.
-22689,2024-03-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.188,False,Operator reported intermittent chatter on machine CNC-04.
-22690,2024-03-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.537,False,Press cycle dwell time lengthened during high-volume batch.
-22691,2024-03-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.039,False,Sensor signal clipping observed during startup surge.
-22692,2024-03-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.441,False,Operator reported intermittent chatter on machine CNC-04.
-22693,2024-03-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.884,False,Humidity climbed during dock-door open period in afternoon shift.
-22694,2024-03-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.036,False,Packaging line stop reduced adjacent vibration background.
-22695,2024-03-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.825,False,Operator reset acknowledged after red-tag inspection.
-22696,2024-03-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.008,False,Reliability engineer tagged sample window for model retraining.
-22697,2024-03-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.604,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22698,2024-03-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.687,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22699,2024-03-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.184,False,Sensor heartbeat delayed by one interval after gateway retry.
-22700,2024-03-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.498,False,Night shift startup produced higher than normal vibration floor.
-22701,2024-03-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.118,False,Unbalanced load introduced cyclical pressure ripple.
-22702,2024-03-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.065,False,Reliability engineer tagged sample window for model retraining.
-22703,2024-03-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.811,False,Warning threshold updated for pilot predictive-maintenance model.
-22704,2024-03-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.906,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22705,2024-03-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.987,False,Unbalanced load introduced cyclical pressure ripple.
-22706,2024-03-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.626,False,Vibration baseline recovered after tool holder replacement.
-22707,2024-03-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.316,False,Supervisory alert generated after three consecutive threshold breaches.
-22708,2024-03-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.676,False,Warning threshold updated for pilot predictive-maintenance model.
-22709,2024-03-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Temperature remained elevated during unscheduled overtime run.
-22710,2024-03-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.687,False,Warning threshold updated for pilot predictive-maintenance model.
-22711,2024-03-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.387,False,Humidity climbed during dock-door open period in afternoon shift.
-22712,2024-03-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.716,False,Sensor battery health remains nominal after firmware update.
-22713,2024-03-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.1,False,Vibration harmonics broadened during extended production run.
-22714,2024-03-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.396,False,Maintenance note logged for coupling imbalance inspection.
-22715,2024-03-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.724,False,Edge collector replayed buffered events after network recovery.
-22716,2024-03-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.435,False,Machine throughput increase drove sustained pressure uplift.
-22717,2024-03-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Operator reported intermittent chatter on machine CNC-04.
-22718,2024-03-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.751,False,Humidity baseline improved after seal replacement.
-22719,2024-03-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.689,False,Sensor heartbeat delayed by one interval after gateway retry.
-22720,2024-03-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.957,False,Coolant loop adjustment reduced chamber temperature spread.
-22721,2024-03-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.374,False,Night shift startup produced higher than normal vibration floor.
-22722,2024-03-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.132,False,Operator reported intermittent chatter on machine CNC-04.
-22723,2024-03-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.668,False,Thermal ramp exceeded expected warmup curve before shift start.
-22724,2024-03-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.688,False,Supervisory alert generated after three consecutive threshold breaches.
-22725,2024-03-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.669,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22726,2024-03-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.791,False,Packaging line stop reduced adjacent vibration background.
-22727,2024-03-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Quality team requested trace review for lot 24-118B.
-22728,2024-03-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.462,False,Quality team requested trace review for lot 24-118B.
-22729,2024-03-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.008,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22730,2024-03-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.051,False,Telemetry quality flag downgraded during sensor self-test window.
-22731,2024-03-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.106,False,Machine idle period extended during planned sanitation window.
-22732,2024-03-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.465,False,Reliability engineer tagged sample window for model retraining.
-22733,2024-03-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.739,False,Short-lived packet loss observed at edge gateway gw-02.
-22734,2024-03-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.926,False,Temperature variance narrowed after coolant nozzle cleaning.
-22735,2024-03-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.673,False,Reliability engineer tagged sample window for model retraining.
-22736,2024-03-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.05,False,Machine idle period extended during planned sanitation window.
-22737,2024-03-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.264,False,Packaging line stop reduced adjacent vibration background.
-22738,2024-03-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.968,False,Maintenance note logged for coupling imbalance inspection.
-22739,2024-03-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.55,False,Packaging line stop reduced adjacent vibration background.
-22740,2024-03-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.134,False,Bearing temperature rising faster than baseline on spindle cell.
-22741,2024-03-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.632,False,Pressure peak corresponds to oversized billet batch processing.
-22742,2024-03-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.388,False,Operator reset acknowledged after red-tag inspection.
-22743,2024-03-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.129,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22744,2024-03-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.114,False,Humidity readings track seasonal rise across late spring.
-22745,2024-03-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.509,False,Sensor heartbeat delayed by one interval after gateway retry.
-22746,2024-03-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.056,False,Air handler maintenance reduced humidity variance on finishing line.
-22747,2024-03-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.817,False,Coolant loop adjustment reduced chamber temperature spread.
-22748,2024-03-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.154,False,Temporary gateway failover completed without data loss.
-22749,2024-03-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.687,False,Vibration burst exceeds envelope during tool change cycle.
-22750,2024-03-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.344,False,Pressure peak corresponds to oversized billet batch processing.
-22751,2024-03-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.535,False,Operator reset acknowledged after red-tag inspection.
-22752,2024-03-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.259,False,Operator reported intermittent chatter on machine CNC-04.
-22753,2024-03-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.033,False,Supervisory alert generated after three consecutive threshold breaches.
-22754,2024-03-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.334,False,Temperature remained elevated during unscheduled overtime run.
-22755,2024-03-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.898,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22756,2024-03-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.46,False,Quality hold reduced finishing booth activity for one shift.
-22757,2024-03-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Condensation warning cleared after dehumidifier ramp-up.
-22758,2024-03-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.11,False,Supervisory alert generated after three consecutive threshold breaches.
-22759,2024-03-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.503,False,Temperature variance narrowed after coolant nozzle cleaning.
-22760,2024-03-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.827,False,Night shift startup produced higher than normal vibration floor.
-22761,2024-03-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Temporary gateway failover completed without data loss.
-22762,2024-03-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.883,False,Sensor signal clipping observed during startup surge.
-22763,2024-03-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.127,False,Pressure line purge completed before restart authorization.
-22764,2024-03-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.434,False,Maintenance note logged for coupling imbalance inspection.
-22765,2024-03-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.528,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22766,2024-03-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.59,False,Dust extraction fan offline for 18 minutes on line finishing.
-22767,2024-03-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.482,False,Sensor signal clipping observed during startup surge.
-22768,2024-03-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.734,False,Humidity climbed during dock-door open period in afternoon shift.
-22769,2024-03-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.9,False,Temporary gateway failover completed without data loss.
-22770,2024-03-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.356,False,Transient outlier matched forklift impact near cabinet wall.
-22771,2024-03-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.899,False,Quality team requested trace review for lot 24-118B.
-22772,2024-03-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.128,False,Calibration check overdue by 11 days for press-line transducer.
-22773,2024-03-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.95,False,Maintenance crew confirmed lubrication interval was missed.
-22774,2024-03-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.245,False,Air handler maintenance reduced humidity variance on finishing line.
-22775,2024-03-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.229,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22776,2024-03-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.524,False,Operator reset acknowledged after red-tag inspection.
-22777,2024-03-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.973,False,Sensor heartbeat delayed by one interval after gateway retry.
-22778,2024-03-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.527,False,Reliability engineer tagged sample window for model retraining.
-22779,2024-03-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.752,False,Temporary gateway failover completed without data loss.
-22780,2024-03-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.051,False,Night shift startup produced higher than normal vibration floor.
-22781,2024-03-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.418,False,Vibration burst exceeds envelope during tool change cycle.
-22782,2024-03-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.054,False,Pressure line purge completed before restart authorization.
-22783,2024-03-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.902,False,Vibration baseline recovered after tool holder replacement.
-22784,2024-03-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.791,False,Reliability engineer tagged sample window for model retraining.
-22785,2024-03-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.834,False,Packaging line stop reduced adjacent vibration background.
-22786,2024-03-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.477,False,Packaging line stop reduced adjacent vibration background.
-22787,2024-03-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.897,False,Humidity baseline improved after seal replacement.
-22788,2024-03-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.903,False,Operator reset acknowledged after red-tag inspection.
-22789,2024-03-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,Thermal ramp exceeded expected warmup curve before shift start.
-22790,2024-03-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.144,False,Operator reported intermittent chatter on machine CNC-04.
-22791,2024-03-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.209,False,Vibration baseline recovered after tool holder replacement.
-22792,2024-03-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.113,False,Vibration harmonics broadened during extended production run.
-22793,2024-03-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.197,False,Pressure settled back to nominal after valve reseat.
-22794,2024-03-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.549,False,Vibration harmonics broadened during extended production run.
-22795,2024-03-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.936,False,Night shift startup produced higher than normal vibration floor.
-22796,2024-03-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.776,False,SCADA backfill inserted two delayed telemetry points.
-22797,2024-03-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.426,False,Temporary gateway failover completed without data loss.
-22798,2024-03-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.481,False,Coolant loop adjustment reduced chamber temperature spread.
-22799,2024-03-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.745,False,Temporary gateway failover completed without data loss.
-22800,2024-03-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.924,False,Sensor signal clipping observed during startup surge.
-22801,2024-03-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.662,False,Vibration burst exceeds envelope during tool change cycle.
-22802,2024-03-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.491,False,Machine idle period extended during planned sanitation window.
-22803,2024-03-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.537,False,Air handler maintenance reduced humidity variance on finishing line.
-22804,2024-03-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.182,False,Humidity climbed during dock-door open period in afternoon shift.
-22805,2024-03-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.467,False,Humidity climbed during dock-door open period in afternoon shift.
-22806,2024-03-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.995,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22807,2024-03-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.229,False,Humidity readings track seasonal rise across late spring.
-22808,2024-03-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.72,False,Packaging line stop reduced adjacent vibration background.
-22809,2024-03-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.823,False,Vibration burst exceeds envelope during tool change cycle.
-22810,2024-03-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.967,False,Press cycle dwell time lengthened during high-volume batch.
-22811,2024-03-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.474,False,Humidity excursion near finishing booth during coating run.
-22812,2024-03-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.234,False,Temporary gateway failover completed without data loss.
-22813,2024-03-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.926,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22814,2024-03-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.701,False,Maintenance crew confirmed lubrication interval was missed.
-22815,2024-03-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.074,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-22816,2024-03-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.879,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22817,2024-03-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Short-lived packet loss observed at edge gateway gw-02.
-22818,2024-03-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.089,False,Sensor signal clipping observed during startup surge.
-22819,2024-03-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.535,False,Quality hold reduced finishing booth activity for one shift.
-22820,2024-03-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.35,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22821,2024-03-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.253,False,Hydraulic line pressure oscillation detected under load.
-22822,2024-03-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.252,False,Vibration burst exceeds envelope during tool change cycle.
-22823,2024-03-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.607,False,Vibration harmonics broadened during extended production run.
-22824,2024-03-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,54.091,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22825,2024-03-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.146,False,Machine throughput increase drove sustained pressure uplift.
-22826,2024-03-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.423,False,Temperature remained elevated during unscheduled overtime run.
-22827,2024-03-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.222,False,Press cycle dwell time lengthened during high-volume batch.
-22828,2024-03-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.194,False,Dust extraction fan offline for 18 minutes on line finishing.
-22829,2024-03-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.499,False,Reliability engineer tagged sample window for model retraining.
-22830,2024-03-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.866,False,Vibration burst exceeds envelope during tool change cycle.
-22831,2024-03-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.924,False,Vibration baseline recovered after tool holder replacement.
-22832,2024-03-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.058,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22833,2024-03-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.229,False,Air handler maintenance reduced humidity variance on finishing line.
-22834,2024-03-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.949,False,Unbalanced load introduced cyclical pressure ripple.
-22835,2024-03-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.57,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22836,2024-03-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.635,False,Packaging line stop reduced adjacent vibration background.
-22837,2024-03-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.061,False,Maintenance crew confirmed lubrication interval was missed.
-22838,2024-03-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.017,False,Telemetry quality flag downgraded during sensor self-test window.
-22839,2024-03-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.171,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22840,2024-03-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.278,False,Thermal ramp exceeded expected warmup curve before shift start.
-22841,2024-03-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.899,False,Coolant loop adjustment reduced chamber temperature spread.
-22842,2024-03-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.436,False,Sensor heartbeat delayed by one interval after gateway retry.
-22843,2024-03-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.54,False,Vibration burst exceeds envelope during tool change cycle.
-22844,2024-03-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.061,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22845,2024-03-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.864,False,Operator reported intermittent chatter on machine CNC-04.
-22846,2024-03-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.762,False,Press cycle dwell time lengthened during high-volume batch.
-22847,2024-03-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.889,False,Edge collector replayed buffered events after network recovery.
-22848,2024-03-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.086,False,Sensor signal clipping observed during startup surge.
-22849,2024-03-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Quality team requested trace review for lot 24-118B.
-22850,2024-03-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.118,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22851,2024-03-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.993,False,Condensation warning cleared after dehumidifier ramp-up.
-22852,2024-03-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.97,False,Sensor enclosure opened for manual calibration verification.
-22853,2024-03-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.273,False,Supervisory alert generated after three consecutive threshold breaches.
-22854,2024-03-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.8,False,Edge collector replayed buffered events after network recovery.
-22855,2024-03-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.689,False,Pressure peak corresponds to oversized billet batch processing.
-22856,2024-03-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.035,False,Quality team requested trace review for lot 24-118B.
-22857,2024-03-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.006,False,Operator reset acknowledged after red-tag inspection.
-22858,2024-03-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.679,False,Vibration burst exceeds envelope during tool change cycle.
-22859,2024-03-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.972,False,Supervisory alert generated after three consecutive threshold breaches.
-22860,2024-03-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.894,False,Transient outlier matched forklift impact near cabinet wall.
-22861,2024-03-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.142,False,Hydraulic line pressure oscillation detected under load.
-22862,2024-03-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.825,False,Temperature variance narrowed after coolant nozzle cleaning.
-22863,2024-03-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.59,False,Night shift startup produced higher than normal vibration floor.
-22864,2024-03-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.247,False,Maintenance note logged for coupling imbalance inspection.
-22865,2024-03-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.853,False,Edge collector replayed buffered events after network recovery.
-22866,2024-03-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.451,False,Pressure line purge completed before restart authorization.
-22867,2024-03-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.902,False,Vibration baseline recovered after tool holder replacement.
-22868,2024-03-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.341,False,Supervisory alert generated after three consecutive threshold breaches.
-22869,2024-03-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.639,False,Machine idle period extended during planned sanitation window.
-22870,2024-03-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.742,False,Press cycle dwell time lengthened during high-volume batch.
-22871,2024-03-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,9.441,False,Condensation warning cleared after dehumidifier ramp-up.
-22872,2024-03-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.441,False,Warning threshold updated for pilot predictive-maintenance model.
-22873,2024-03-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Humidity climbed during dock-door open period in afternoon shift.
-22874,2024-03-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.305,False,Hydraulic line pressure oscillation detected under load.
-22875,2024-03-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.318,False,Night shift startup produced higher than normal vibration floor.
-22876,2024-03-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.408,False,Unbalanced load introduced cyclical pressure ripple.
-22877,2024-03-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.054,False,Calibration check overdue by 11 days for press-line transducer.
-22878,2024-03-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.691,False,Sensor heartbeat delayed by one interval after gateway retry.
-22879,2024-03-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.77,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22880,2024-03-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.277,False,Humidity readings track seasonal rise across late spring.
-22881,2024-03-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.009,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22882,2024-03-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.419,False,Bearing temperature rising faster than baseline on spindle cell.
-22883,2024-03-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.701,False,Short-lived packet loss observed at edge gateway gw-02.
-22884,2024-03-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.027,False,Humidity baseline improved after seal replacement.
-22885,2024-03-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.753,False,Packaging line stop reduced adjacent vibration background.
-22886,2024-03-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.025,False,Vibration harmonics broadened during extended production run.
-22887,2024-03-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.851,False,Pressure settled back to nominal after valve reseat.
-22888,2024-03-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.223,False,Hydraulic line pressure oscillation detected under load.
-22889,2024-03-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.606,False,Operator reset acknowledged after red-tag inspection.
-22890,2024-03-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.675,False,Humidity readings track seasonal rise across late spring.
-22891,2024-03-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.843,False,Operator reported intermittent chatter on machine CNC-04.
-22892,2024-03-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.181,False,Pressure line purge completed before restart authorization.
-22893,2024-03-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.879,False,Maintenance crew confirmed lubrication interval was missed.
-22894,2024-03-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.022,False,Temperature remained elevated during unscheduled overtime run.
-22895,2024-03-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.384,False,Humidity climbed during dock-door open period in afternoon shift.
-22896,2024-03-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.702,False,Edge collector replayed buffered events after network recovery.
-22897,2024-03-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Shift handoff note referenced unusual noise near press enclosure.
-22898,2024-03-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.62,False,Warning threshold updated for pilot predictive-maintenance model.
-22899,2024-03-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.266,False,Bearing temperature rising faster than baseline on spindle cell.
-22900,2024-03-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.245,False,Quality team requested trace review for lot 24-118B.
-22901,2024-03-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.797,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22902,2024-03-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.291,False,Bearing temperature rising faster than baseline on spindle cell.
-22903,2024-03-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.957,False,Shift handoff note referenced unusual noise near press enclosure.
-22904,2024-03-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.59,False,Thermal overshoot event coincided with recipe change on furnace.
-22905,2024-03-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.815,False,Humidity readings track seasonal rise across late spring.
-22906,2024-03-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.773,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22907,2024-03-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.729,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22908,2024-03-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.865,False,Sensor signal clipping observed during startup surge.
-22909,2024-03-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.15,False,Operator reported intermittent chatter on machine CNC-04.
-22910,2024-03-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.021,False,Vibration baseline recovered after tool holder replacement.
-22911,2024-03-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.958,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22912,2024-03-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.231,False,Temporary gateway failover completed without data loss.
-22913,2024-03-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22914,2024-03-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.208,False,Supervisory alert generated after three consecutive threshold breaches.
-22915,2024-03-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.606,False,Pressure line purge completed before restart authorization.
-22916,2024-03-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.507,False,Sensor heartbeat delayed by one interval after gateway retry.
-22917,2024-03-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.99,False,Vibration baseline recovered after tool holder replacement.
-22918,2024-03-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.353,False,Calibration check overdue by 11 days for press-line transducer.
-22919,2024-03-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.002,False,Sensor signal clipping observed during startup surge.
-22920,2024-03-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.891,False,Sensor heartbeat delayed by one interval after gateway retry.
-22921,2024-03-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.756,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22922,2024-03-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.258,False,Maintenance note logged for coupling imbalance inspection.
-22923,2024-03-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.994,False,Coolant loop adjustment reduced chamber temperature spread.
-22924,2024-03-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.375,False,Hydraulic line pressure oscillation detected under load.
-22925,2024-03-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.169,False,Condensation warning cleared after dehumidifier ramp-up.
-22926,2024-03-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.93,False,Telemetry quality flag downgraded during sensor self-test window.
-22927,2024-03-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.131,False,Coolant loop adjustment reduced chamber temperature spread.
-22928,2024-03-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.193,False,Thermal overshoot event coincided with recipe change on furnace.
-22929,2024-03-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.973,False,Warning threshold updated for pilot predictive-maintenance model.
-22930,2024-03-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.564,False,Compressed air fluctuation introduced pressure noise for two cycles.
-22931,2024-03-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.993,False,Hydraulic line pressure oscillation detected under load.
-22932,2024-03-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.229,False,Night shift startup produced higher than normal vibration floor.
-22933,2024-03-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.749,False,Transient outlier matched forklift impact near cabinet wall.
-22934,2024-03-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.361,False,Humidity baseline improved after seal replacement.
-22935,2024-03-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.46,False,Quality team requested trace review for lot 24-118B.
-22936,2024-03-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.691,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22937,2024-03-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.53,False,Thermal overshoot event coincided with recipe change on furnace.
-22938,2024-03-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.944,False,Temperature variance narrowed after coolant nozzle cleaning.
-22939,2024-03-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.582,False,Vibration harmonics broadened during extended production run.
-22940,2024-03-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.078,False,Heat-treat furnace door cycling increased localized temperature spikes.
-22941,2024-03-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.81,False,Vibration harmonics broadened during extended production run.
-22942,2024-03-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.504,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22943,2024-03-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.849,False,Maintenance scheduler deferred calibration due to spare shortage.
-22944,2024-03-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.793,False,Sensor heartbeat delayed by one interval after gateway retry.
-22945,2024-03-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.711,False,Reliability engineer tagged sample window for model retraining.
-22946,2024-03-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.847,False,Humidity readings track seasonal rise across late spring.
-22947,2024-03-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.737,False,Bearing temperature rising faster than baseline on spindle cell.
-22948,2024-03-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.915,False,Operator reported intermittent chatter on machine CNC-04.
-22949,2024-03-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.871,False,Unbalanced load introduced cyclical pressure ripple.
-22950,2024-03-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.66,False,Sensor enclosure opened for manual calibration verification.
-22951,2024-03-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.218,False,Coolant loop adjustment reduced chamber temperature spread.
-22952,2024-03-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.503,False,Telemetry quality flag downgraded during sensor self-test window.
-22953,2024-03-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.924,False,Anomaly review flagged possible bearing wear progression.
-22954,2024-03-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.308,False,Vibration burst exceeds envelope during tool change cycle.
-22955,2024-03-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.132,False,Ambient temperature stabilized after HVAC stage-two engagement.
-22956,2024-03-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.502,False,Operator reported intermittent chatter on machine CNC-04.
-22957,2024-03-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.169,False,Pressure peak corresponds to oversized billet batch processing.
-22958,2024-03-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.035,False,Supervisory alert generated after three consecutive threshold breaches.
-22959,2024-03-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.903,False,Pressure line purge completed before restart authorization.
-22960,2024-03-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.469,False,Sensor heartbeat delayed by one interval after gateway retry.
-22961,2024-03-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.621,False,Machine throughput increase drove sustained pressure uplift.
-22962,2024-03-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.675,False,SCADA backfill inserted two delayed telemetry points.
-22963,2024-03-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.664,False,Operator reset acknowledged after red-tag inspection.
-22964,2024-03-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.0,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-22965,2024-03-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Thermal overshoot event coincided with recipe change on furnace.
-22966,2024-03-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.776,False,Vibration baseline recovered after tool holder replacement.
-22967,2024-03-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.001,False,Humidity baseline improved after seal replacement.
-22968,2024-03-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.857,False,Maintenance crew confirmed lubrication interval was missed.
-22969,2024-03-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.422,False,Warning threshold updated for pilot predictive-maintenance model.
-22970,2024-03-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.88,False,Humidity climbed during dock-door open period in afternoon shift.
-22971,2024-03-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.886,False,Sensor battery health remains nominal after firmware update.
-22972,2024-03-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.943,False,Pressure peak corresponds to oversized billet batch processing.
-22973,2024-03-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.458,False,Condensation warning cleared after dehumidifier ramp-up.
-22974,2024-03-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.499,False,Unbalanced load introduced cyclical pressure ripple.
-22975,2024-03-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Humidity baseline improved after seal replacement.
-22976,2024-03-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.541,False,Sensor heartbeat delayed by one interval after gateway retry.
-22977,2024-03-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.265,False,Machine throughput increase drove sustained pressure uplift.
-22978,2024-03-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.767,False,Reliability engineer tagged sample window for model retraining.
-22979,2024-03-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Temperature variance narrowed after coolant nozzle cleaning.
-22980,2024-03-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.256,False,Operator reset acknowledged after red-tag inspection.
-22981,2024-03-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.126,False,Packaging line stop reduced adjacent vibration background.
-22982,2024-03-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.182,False,Vibration baseline recovered after tool holder replacement.
-22983,2024-03-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.052,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22984,2024-03-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.125,False,Quality hold reduced finishing booth activity for one shift.
-22985,2024-03-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.28,False,Humidity baseline improved after seal replacement.
-22986,2024-03-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.907,False,Humidity excursion near finishing booth during coating run.
-22987,2024-03-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.884,False,Sensor signal clipping observed during startup surge.
-22988,2024-03-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.961,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-22989,2024-03-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.422,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22990,2024-03-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.489,False,Warning threshold updated for pilot predictive-maintenance model.
-22991,2024-03-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.43,False,Air handler maintenance reduced humidity variance on finishing line.
-22992,2024-03-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.057,False,Sensor 3 drift suspected after cross-check with manual gauge.
-22993,2024-03-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.156,False,Pressure peak corresponds to oversized billet batch processing.
-22994,2024-03-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.034,False,Shift handoff note referenced unusual noise near press enclosure.
-22995,2024-03-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.903,False,Sensor battery health remains nominal after firmware update.
-22996,2024-03-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.91,False,Anomaly review flagged possible bearing wear progression.
-22997,2024-03-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Supervisory alert generated after three consecutive threshold breaches.
-22998,2024-03-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.864,False,Operator reported intermittent chatter on machine CNC-04.
-22999,2024-03-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.391,False,Press cycle dwell time lengthened during high-volume batch.
-23000,2024-03-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.944,False,Shift handoff note referenced unusual noise near press enclosure.
-23001,2024-03-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.708,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23002,2024-03-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.675,False,Vibration baseline recovered after tool holder replacement.
-23003,2024-03-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.548,False,Operator reported intermittent chatter on machine CNC-04.
-23004,2024-03-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.082,False,Telemetry quality flag downgraded during sensor self-test window.
-23005,2024-03-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.024,False,Humidity readings track seasonal rise across late spring.
-23006,2024-03-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.914,False,SCADA backfill inserted two delayed telemetry points.
-23007,2024-03-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.23,False,Condensation warning cleared after dehumidifier ramp-up.
-23008,2024-03-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.92,False,Quality hold reduced finishing booth activity for one shift.
-23009,2024-03-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Humidity climbed during dock-door open period in afternoon shift.
-23010,2024-03-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.609,False,Thermal ramp exceeded expected warmup curve before shift start.
-23011,2024-03-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.071,False,Sensor enclosure opened for manual calibration verification.
-23012,2024-03-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23013,2024-03-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Condensation warning cleared after dehumidifier ramp-up.
-23014,2024-03-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.691,False,Bearing temperature rising faster than baseline on spindle cell.
-23015,2024-03-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.127,False,Short-lived packet loss observed at edge gateway gw-02.
-23016,2024-03-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.67,False,Machine throughput increase drove sustained pressure uplift.
-23017,2024-03-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.821,False,Condensation warning cleared after dehumidifier ramp-up.
-23018,2024-03-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.426,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23019,2024-03-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.795,False,Pressure settled back to nominal after valve reseat.
-23020,2024-03-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.072,False,Vibration burst exceeds envelope during tool change cycle.
-23021,2024-03-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Hydraulic line pressure oscillation detected under load.
-23022,2024-03-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.293,False,Sensor heartbeat delayed by one interval after gateway retry.
-23023,2024-03-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.01,False,Short-lived packet loss observed at edge gateway gw-02.
-23024,2024-03-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.212,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23025,2024-03-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.284,False,Shift handoff note referenced unusual noise near press enclosure.
-23026,2024-03-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.384,False,Telemetry quality flag downgraded during sensor self-test window.
-23027,2024-03-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.953,False,Maintenance crew confirmed lubrication interval was missed.
-23028,2024-03-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.558,False,Bearing temperature rising faster than baseline on spindle cell.
-23029,2024-03-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.568,False,Telemetry quality flag downgraded during sensor self-test window.
-23030,2024-03-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.301,False,Temperature remained elevated during unscheduled overtime run.
-23031,2024-03-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.034,False,Thermal ramp exceeded expected warmup curve before shift start.
-23032,2024-03-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.029,False,Vibration harmonics broadened during extended production run.
-23033,2024-03-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.662,False,Machine idle period extended during planned sanitation window.
-23034,2024-03-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.701,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23035,2024-03-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.934,False,Sensor signal clipping observed during startup surge.
-23036,2024-03-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.575,False,Pressure peak corresponds to oversized billet batch processing.
-23037,2024-03-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.122,False,Sensor signal clipping observed during startup surge.
-23038,2024-03-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.278,False,Sensor enclosure opened for manual calibration verification.
-23039,2024-03-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.284,False,Press cycle dwell time lengthened during high-volume batch.
-23040,2024-03-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.691,False,Hydraulic line pressure oscillation detected under load.
-23041,2024-03-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.016,False,Machine idle period extended during planned sanitation window.
-23042,2024-03-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.324,False,Hydraulic line pressure oscillation detected under load.
-23043,2024-03-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.485,False,Humidity excursion near finishing booth during coating run.
-23044,2024-03-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.701,False,Machine throughput increase drove sustained pressure uplift.
-23045,2024-03-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.981,False,Quality team requested trace review for lot 24-118B.
-23046,2024-03-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.142,False,Reliability engineer tagged sample window for model retraining.
-23047,2024-03-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.97,False,Hydraulic line pressure oscillation detected under load.
-23048,2024-03-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.895,False,Night shift startup produced higher than normal vibration floor.
-23049,2024-03-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.399,False,Unbalanced load introduced cyclical pressure ripple.
-23050,2024-03-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.182,False,Telemetry quality flag downgraded during sensor self-test window.
-23051,2024-03-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.722,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23052,2024-03-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.789,False,Sensor heartbeat delayed by one interval after gateway retry.
-23053,2024-03-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.134,False,Hydraulic line pressure oscillation detected under load.
-23054,2024-03-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.989,False,Anomaly review flagged possible bearing wear progression.
-23055,2024-03-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.38,False,Press cycle dwell time lengthened during high-volume batch.
-23056,2024-03-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.164,False,Coolant loop adjustment reduced chamber temperature spread.
-23057,2024-03-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.462,False,Maintenance crew confirmed lubrication interval was missed.
-23058,2024-03-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.969,False,Temperature remained elevated during unscheduled overtime run.
-23059,2024-03-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.307,False,Dust extraction fan offline for 18 minutes on line finishing.
-23060,2024-03-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.112,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23061,2024-03-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.797,False,Humidity climbed during dock-door open period in afternoon shift.
-23062,2024-03-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.881,False,Hydraulic line pressure oscillation detected under load.
-23063,2024-03-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.676,False,Maintenance note logged for coupling imbalance inspection.
-23064,2024-03-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.224,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23065,2024-03-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.982,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23066,2024-03-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.869,False,Quality hold reduced finishing booth activity for one shift.
-23067,2024-03-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.65,False,Supervisory alert generated after three consecutive threshold breaches.
-23068,2024-03-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.962,False,Vibration burst exceeds envelope during tool change cycle.
-23069,2024-03-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.138,False,Maintenance scheduler deferred calibration due to spare shortage.
-23070,2024-03-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.734,False,Anomaly review flagged possible bearing wear progression.
-23071,2024-03-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.553,False,Machine throughput increase drove sustained pressure uplift.
-23072,2024-03-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.011,False,Sensor enclosure opened for manual calibration verification.
-23073,2024-03-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.645,False,Coolant loop adjustment reduced chamber temperature spread.
-23074,2024-03-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.615,False,Machine idle period extended during planned sanitation window.
-23075,2024-03-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.618,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23076,2024-03-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.559,False,Maintenance note logged for coupling imbalance inspection.
-23077,2024-03-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.242,False,Vibration harmonics broadened during extended production run.
-23078,2024-03-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.462,False,Calibration check overdue by 11 days for press-line transducer.
-23079,2024-03-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.86,False,Temperature remained elevated during unscheduled overtime run.
-23080,2024-03-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.732,False,Dust extraction fan offline for 18 minutes on line finishing.
-23081,2024-03-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.146,False,Edge collector replayed buffered events after network recovery.
-23082,2024-03-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.347,False,Vibration baseline recovered after tool holder replacement.
-23083,2024-03-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.997,False,Short-lived packet loss observed at edge gateway gw-02.
-23084,2024-03-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.475,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23085,2024-03-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.197,False,Sensor battery health remains nominal after firmware update.
-23086,2024-03-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.169,False,Sensor signal clipping observed during startup surge.
-23087,2024-03-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.536,False,Maintenance scheduler deferred calibration due to spare shortage.
-23088,2024-03-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.71,False,Sensor signal clipping observed during startup surge.
-23089,2024-03-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.313,False,Thermal overshoot event coincided with recipe change on furnace.
-23090,2024-03-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.081,False,Reliability engineer tagged sample window for model retraining.
-23091,2024-03-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.585,False,Pressure line purge completed before restart authorization.
-23092,2024-03-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.188,False,Maintenance scheduler deferred calibration due to spare shortage.
-23093,2024-03-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.785,False,Pressure settled back to nominal after valve reseat.
-23094,2024-03-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.668,False,SCADA backfill inserted two delayed telemetry points.
-23095,2024-03-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.652,False,Night shift startup produced higher than normal vibration floor.
-23096,2024-03-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.968,False,Temperature remained elevated during unscheduled overtime run.
-23097,2024-03-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.664,False,Temperature remained elevated during unscheduled overtime run.
-23098,2024-03-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.734,False,Maintenance note logged for coupling imbalance inspection.
-23099,2024-03-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.834,False,Sensor battery health remains nominal after firmware update.
-23100,2024-03-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.538,False,Operator reported intermittent chatter on machine CNC-04.
-23101,2024-03-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Edge collector replayed buffered events after network recovery.
-23102,2024-03-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.709,False,SCADA backfill inserted two delayed telemetry points.
-23103,2024-03-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.035,False,Warning threshold updated for pilot predictive-maintenance model.
-23104,2024-03-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.259,False,Maintenance scheduler deferred calibration due to spare shortage.
-23105,2024-03-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.18,False,Bearing temperature rising faster than baseline on spindle cell.
-23106,2024-03-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.653,False,Humidity baseline improved after seal replacement.
-23107,2024-03-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.666,False,Bearing temperature rising faster than baseline on spindle cell.
-23108,2024-03-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.936,False,Temporary gateway failover completed without data loss.
-23109,2024-03-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.822,False,Unbalanced load introduced cyclical pressure ripple.
-23110,2024-03-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.229,False,Pressure settled back to nominal after valve reseat.
-23111,2024-03-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Maintenance crew confirmed lubrication interval was missed.
-23112,2024-03-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.501,False,Edge collector replayed buffered events after network recovery.
-23113,2024-03-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Thermal ramp exceeded expected warmup curve before shift start.
-23114,2024-03-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.207,False,Packaging line stop reduced adjacent vibration background.
-23115,2024-03-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Humidity excursion near finishing booth during coating run.
-23116,2024-03-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,54.68,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23117,2024-03-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.632,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23118,2024-03-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.57,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23119,2024-03-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.241,False,Pressure peak corresponds to oversized billet batch processing.
-23120,2024-03-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.735,False,Transient outlier matched forklift impact near cabinet wall.
-23121,2024-03-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.643,False,Humidity climbed during dock-door open period in afternoon shift.
-23122,2024-03-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.594,False,Thermal ramp exceeded expected warmup curve before shift start.
-23123,2024-03-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.815,False,Dust extraction fan offline for 18 minutes on line finishing.
-23124,2024-03-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.6,False,Anomaly review flagged possible bearing wear progression.
-23125,2024-03-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.211,False,Humidity excursion near finishing booth during coating run.
-23126,2024-03-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.838,False,Operator reset acknowledged after red-tag inspection.
-23127,2024-03-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.049,False,Press cycle dwell time lengthened during high-volume batch.
-23128,2024-03-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.643,False,Maintenance note logged for coupling imbalance inspection.
-23129,2024-03-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.332,False,Machine idle period extended during planned sanitation window.
-23130,2024-03-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.697,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23131,2024-03-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.575,False,Sensor signal clipping observed during startup surge.
-23132,2024-03-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.879,False,Vibration baseline recovered after tool holder replacement.
-23133,2024-03-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.476,False,Shift handoff note referenced unusual noise near press enclosure.
-23134,2024-03-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.163,False,Humidity climbed during dock-door open period in afternoon shift.
-23135,2024-03-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.912,False,Temporary gateway failover completed without data loss.
-23136,2024-03-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.124,False,Humidity readings track seasonal rise across late spring.
-23137,2024-03-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.849,False,Pressure line purge completed before restart authorization.
-23138,2024-03-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.122,False,Vibration burst exceeds envelope during tool change cycle.
-23139,2024-03-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.527,False,SCADA backfill inserted two delayed telemetry points.
-23140,2024-03-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.609,False,Vibration harmonics broadened during extended production run.
-23141,2024-03-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.028,False,SCADA backfill inserted two delayed telemetry points.
-23142,2024-03-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.72,False,Warning threshold updated for pilot predictive-maintenance model.
-23143,2024-03-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.958,False,Calibration check overdue by 11 days for press-line transducer.
-23144,2024-03-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.647,False,Sensor battery health remains nominal after firmware update.
-23145,2024-03-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.477,False,SCADA backfill inserted two delayed telemetry points.
-23146,2024-03-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.032,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23147,2024-03-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.8,False,Bearing temperature rising faster than baseline on spindle cell.
-23148,2024-03-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.416,False,Vibration harmonics broadened during extended production run.
-23149,2024-03-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,Vibration baseline recovered after tool holder replacement.
-23150,2024-03-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.722,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23151,2024-03-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.685,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23152,2024-03-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.504,False,Sensor heartbeat delayed by one interval after gateway retry.
-23153,2024-03-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.16,False,Short-lived packet loss observed at edge gateway gw-02.
-23154,2024-03-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.429,False,Maintenance note logged for coupling imbalance inspection.
-23155,2024-03-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.31,False,Warning threshold updated for pilot predictive-maintenance model.
-23156,2024-03-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.076,False,Vibration harmonics broadened during extended production run.
-23157,2024-03-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.512,False,Short-lived packet loss observed at edge gateway gw-02.
-23158,2024-03-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.912,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23159,2024-03-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.887,False,Humidity climbed during dock-door open period in afternoon shift.
-23160,2024-03-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.975,False,Shift handoff note referenced unusual noise near press enclosure.
-23161,2024-03-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.18,False,Edge collector replayed buffered events after network recovery.
-23162,2024-03-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.496,False,Quality hold reduced finishing booth activity for one shift.
-23163,2024-03-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.546,False,Quality hold reduced finishing booth activity for one shift.
-23164,2024-03-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.87,False,Pressure settled back to nominal after valve reseat.
-23165,2024-03-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Coolant loop adjustment reduced chamber temperature spread.
-23166,2024-03-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.812,False,Reliability engineer tagged sample window for model retraining.
-23167,2024-03-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.907,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23168,2024-03-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.435,False,Temperature variance narrowed after coolant nozzle cleaning.
-23169,2024-03-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.357,False,Temporary gateway failover completed without data loss.
-23170,2024-03-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.536,False,Reliability engineer tagged sample window for model retraining.
-23171,2024-03-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.467,False,Bearing temperature rising faster than baseline on spindle cell.
-23172,2024-03-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.415,False,Vibration harmonics broadened during extended production run.
-23173,2024-03-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.631,False,Humidity readings track seasonal rise across late spring.
-23174,2024-03-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.119,False,Pressure settled back to nominal after valve reseat.
-23175,2024-03-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.69,False,Telemetry quality flag downgraded during sensor self-test window.
-23176,2024-03-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.116,False,Operator reported intermittent chatter on machine CNC-04.
-23177,2024-03-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.105,False,Anomaly review flagged possible bearing wear progression.
-23178,2024-03-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.065,False,Vibration baseline recovered after tool holder replacement.
-23179,2024-03-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.99,False,Coolant loop adjustment reduced chamber temperature spread.
-23180,2024-03-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.326,False,Thermal ramp exceeded expected warmup curve before shift start.
-23181,2024-03-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.681,False,Maintenance scheduler deferred calibration due to spare shortage.
-23182,2024-03-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.755,False,Night shift startup produced higher than normal vibration floor.
-23183,2024-03-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.44,False,Temperature remained elevated during unscheduled overtime run.
-23184,2024-03-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.864,False,Sensor heartbeat delayed by one interval after gateway retry.
-23185,2024-03-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.232,False,Bearing temperature rising faster than baseline on spindle cell.
-23186,2024-03-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.697,False,Air handler maintenance reduced humidity variance on finishing line.
-23187,2024-03-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.007,False,Unbalanced load introduced cyclical pressure ripple.
-23188,2024-03-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.134,False,Press cycle dwell time lengthened during high-volume batch.
-23189,2024-03-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.255,False,Sensor enclosure opened for manual calibration verification.
-23190,2024-03-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.052,False,Edge collector replayed buffered events after network recovery.
-23191,2024-03-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.165,False,SCADA backfill inserted two delayed telemetry points.
-23192,2024-03-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.377,False,Humidity baseline improved after seal replacement.
-23193,2024-03-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.23,False,SCADA backfill inserted two delayed telemetry points.
-23194,2024-03-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.714,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23195,2024-03-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.842,False,Temperature variance narrowed after coolant nozzle cleaning.
-23196,2024-03-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.009,False,Packaging line stop reduced adjacent vibration background.
-23197,2024-03-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.293,False,Humidity climbed during dock-door open period in afternoon shift.
-23198,2024-03-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.566,False,Humidity climbed during dock-door open period in afternoon shift.
-23199,2024-03-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Press cycle dwell time lengthened during high-volume batch.
-23200,2024-03-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.782,False,Pressure settled back to nominal after valve reseat.
-23201,2024-03-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.643,False,Edge collector replayed buffered events after network recovery.
-23202,2024-03-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,82.297,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23203,2024-03-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.567,False,Coolant loop adjustment reduced chamber temperature spread.
-23204,2024-03-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.712,False,Air handler maintenance reduced humidity variance on finishing line.
-23205,2024-03-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.394,False,Maintenance crew confirmed lubrication interval was missed.
-23206,2024-03-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.522,False,Night shift startup produced higher than normal vibration floor.
-23207,2024-03-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.61,False,Humidity climbed during dock-door open period in afternoon shift.
-23208,2024-03-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.781,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23209,2024-03-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.015,False,Humidity climbed during dock-door open period in afternoon shift.
-23210,2024-03-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.779,False,Pressure settled back to nominal after valve reseat.
-23211,2024-03-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.623,False,Sensor signal clipping observed during startup surge.
-23212,2024-03-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.073,False,Vibration harmonics broadened during extended production run.
-23213,2024-03-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.516,False,Vibration harmonics broadened during extended production run.
-23214,2024-03-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.641,False,Shift handoff note referenced unusual noise near press enclosure.
-23215,2024-03-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.302,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23216,2024-03-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.876,False,Operator reported intermittent chatter on machine CNC-04.
-23217,2024-03-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Supervisory alert generated after three consecutive threshold breaches.
-23218,2024-03-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.284,False,SCADA backfill inserted two delayed telemetry points.
-23219,2024-03-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.633,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23220,2024-03-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.233,False,Vibration harmonics broadened during extended production run.
-23221,2024-03-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.985,False,Sensor heartbeat delayed by one interval after gateway retry.
-23222,2024-03-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.946,False,Quality team requested trace review for lot 24-118B.
-23223,2024-03-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.166,False,Anomaly review flagged possible bearing wear progression.
-23224,2024-03-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.222,False,Humidity readings track seasonal rise across late spring.
-23225,2024-03-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.975,False,Maintenance scheduler deferred calibration due to spare shortage.
-23226,2024-03-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.932,False,Condensation warning cleared after dehumidifier ramp-up.
-23227,2024-03-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.688,False,Temperature remained elevated during unscheduled overtime run.
-23228,2024-03-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.444,False,Sensor battery health remains nominal after firmware update.
-23229,2024-03-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.575,False,Short-lived packet loss observed at edge gateway gw-02.
-23230,2024-03-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.688,False,Thermal overshoot event coincided with recipe change on furnace.
-23231,2024-03-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.298,False,Unbalanced load introduced cyclical pressure ripple.
-23232,2024-03-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.344,False,Thermal overshoot event coincided with recipe change on furnace.
-23233,2024-03-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.379,False,Operator reset acknowledged after red-tag inspection.
-23234,2024-03-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.196,False,Supervisory alert generated after three consecutive threshold breaches.
-23235,2024-03-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.029,False,Maintenance note logged for coupling imbalance inspection.
-23236,2024-03-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.033,False,Sensor enclosure opened for manual calibration verification.
-23237,2024-03-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.767,False,Sensor signal clipping observed during startup surge.
-23238,2024-03-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.635,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23239,2024-03-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.253,False,Pressure peak corresponds to oversized billet batch processing.
-23240,2024-03-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.326,False,Operator reported intermittent chatter on machine CNC-04.
-23241,2024-03-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.503,False,Unbalanced load introduced cyclical pressure ripple.
-23242,2024-03-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.783,False,Quality hold reduced finishing booth activity for one shift.
-23243,2024-03-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.861,False,Maintenance scheduler deferred calibration due to spare shortage.
-23244,2024-03-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.478,False,Reliability engineer tagged sample window for model retraining.
-23245,2024-03-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.56,False,Calibration check overdue by 11 days for press-line transducer.
-23246,2024-03-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.141,False,Unbalanced load introduced cyclical pressure ripple.
-23247,2024-03-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.342,False,Condensation warning cleared after dehumidifier ramp-up.
-23248,2024-03-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.129,False,Machine throughput increase drove sustained pressure uplift.
-23249,2024-03-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Anomaly review flagged possible bearing wear progression.
-23250,2024-03-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.962,False,Humidity baseline improved after seal replacement.
-23251,2024-03-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.23,False,Humidity excursion near finishing booth during coating run.
-23252,2024-03-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.177,False,Dust extraction fan offline for 18 minutes on line finishing.
-23253,2024-03-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.37,False,Packaging line stop reduced adjacent vibration background.
-23254,2024-03-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.472,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23255,2024-03-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.753,False,Vibration harmonics broadened during extended production run.
-23256,2024-03-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.854,False,Humidity climbed during dock-door open period in afternoon shift.
-23257,2024-03-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.018,False,Operator reported intermittent chatter on machine CNC-04.
-23258,2024-03-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.375,False,Unbalanced load introduced cyclical pressure ripple.
-23259,2024-03-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.621,False,Coolant loop adjustment reduced chamber temperature spread.
-23260,2024-03-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.454,False,Maintenance scheduler deferred calibration due to spare shortage.
-23261,2024-03-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.498,False,Sensor heartbeat delayed by one interval after gateway retry.
-23262,2024-03-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.508,False,Humidity excursion near finishing booth during coating run.
-23263,2024-03-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.598,False,Humidity excursion near finishing booth during coating run.
-23264,2024-03-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.621,False,Humidity baseline improved after seal replacement.
-23265,2024-03-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.579,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23266,2024-03-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.003,False,Dust extraction fan offline for 18 minutes on line finishing.
-23267,2024-03-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Temporary gateway failover completed without data loss.
-23268,2024-03-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.23,False,Warning threshold updated for pilot predictive-maintenance model.
-23269,2024-03-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.629,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23270,2024-03-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.152,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23271,2024-03-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.445,False,Operator reported intermittent chatter on machine CNC-04.
-23272,2024-03-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.504,False,Sensor signal clipping observed during startup surge.
-23273,2024-03-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.84,False,Machine idle period extended during planned sanitation window.
-23274,2024-03-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.402,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23275,2024-03-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.121,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23276,2024-03-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.586,False,Reliability engineer tagged sample window for model retraining.
-23277,2024-03-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.874,False,Temporary gateway failover completed without data loss.
-23278,2024-03-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.074,False,Condensation warning cleared after dehumidifier ramp-up.
-23279,2024-03-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.126,False,Pressure line purge completed before restart authorization.
-23280,2024-03-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.902,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23281,2024-03-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.214,False,Humidity climbed during dock-door open period in afternoon shift.
-23282,2024-03-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.268,False,Sensor battery health remains nominal after firmware update.
-23283,2024-03-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.389,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23284,2024-03-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.3,False,Machine idle period extended during planned sanitation window.
-23285,2024-03-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Pressure settled back to nominal after valve reseat.
-23286,2024-03-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.251,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23287,2024-03-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.965,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23288,2024-03-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.821,False,SCADA backfill inserted two delayed telemetry points.
-23289,2024-03-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.878,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23290,2024-03-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.511,False,Air handler maintenance reduced humidity variance on finishing line.
-23291,2024-03-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.089,False,Warning threshold updated for pilot predictive-maintenance model.
-23292,2024-03-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.677,False,Vibration harmonics broadened during extended production run.
-23293,2024-03-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Thermal overshoot event coincided with recipe change on furnace.
-23294,2024-03-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.976,False,Transient outlier matched forklift impact near cabinet wall.
-23295,2024-03-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.039,False,Bearing temperature rising faster than baseline on spindle cell.
-23296,2024-03-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.308,False,SCADA backfill inserted two delayed telemetry points.
-23297,2024-03-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.492,False,Unbalanced load introduced cyclical pressure ripple.
-23298,2024-03-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.068,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23299,2024-03-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.977,False,Reliability engineer tagged sample window for model retraining.
-23300,2024-03-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.824,False,Shift handoff note referenced unusual noise near press enclosure.
-23301,2024-03-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.408,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23302,2024-03-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.086,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23303,2024-03-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.937,False,Short-lived packet loss observed at edge gateway gw-02.
-23304,2024-03-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.784,False,Humidity baseline improved after seal replacement.
-23305,2024-03-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Anomaly review flagged possible bearing wear progression.
-23306,2024-03-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.076,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23307,2024-03-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.153,False,Night shift startup produced higher than normal vibration floor.
-23308,2024-03-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.332,False,Maintenance note logged for coupling imbalance inspection.
-23309,2024-03-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.818,False,Dust extraction fan offline for 18 minutes on line finishing.
-23310,2024-03-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.718,False,Bearing temperature rising faster than baseline on spindle cell.
-23311,2024-03-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.888,False,Humidity baseline improved after seal replacement.
-23312,2024-03-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.746,False,Maintenance scheduler deferred calibration due to spare shortage.
-23313,2024-03-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.6,False,Packaging line stop reduced adjacent vibration background.
-23314,2024-03-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.316,False,Short-lived packet loss observed at edge gateway gw-02.
-23315,2024-03-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.283,False,Maintenance crew confirmed lubrication interval was missed.
-23316,2024-03-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.631,False,Operator reported intermittent chatter on machine CNC-04.
-23317,2024-03-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.635,False,Pressure settled back to nominal after valve reseat.
-23318,2024-03-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.363,False,Machine throughput increase drove sustained pressure uplift.
-23319,2024-03-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.821,False,Dust extraction fan offline for 18 minutes on line finishing.
-23320,2024-03-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.835,False,SCADA backfill inserted two delayed telemetry points.
-23321,2024-03-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.837,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23322,2024-03-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.221,False,SCADA backfill inserted two delayed telemetry points.
-23323,2024-03-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.022,False,Temperature variance narrowed after coolant nozzle cleaning.
-23324,2024-03-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.596,False,Maintenance note logged for coupling imbalance inspection.
-23325,2024-03-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.728,False,Packaging line stop reduced adjacent vibration background.
-23326,2024-03-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.036,False,Shift handoff note referenced unusual noise near press enclosure.
-23327,2024-03-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.252,False,Temperature variance narrowed after coolant nozzle cleaning.
-23328,2024-03-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.96,False,Humidity baseline improved after seal replacement.
-23329,2024-03-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.78,False,Temporary gateway failover completed without data loss.
-23330,2024-03-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.188,False,Calibration check overdue by 11 days for press-line transducer.
-23331,2024-03-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.68,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23332,2024-03-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.58,False,Shift handoff note referenced unusual noise near press enclosure.
-23333,2024-03-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.794,False,Humidity baseline improved after seal replacement.
-23334,2024-03-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.1,False,Coolant loop adjustment reduced chamber temperature spread.
-23335,2024-03-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.743,False,Sensor heartbeat delayed by one interval after gateway retry.
-23336,2024-03-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.975,False,Shift handoff note referenced unusual noise near press enclosure.
-23337,2024-03-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.566,False,Press cycle dwell time lengthened during high-volume batch.
-23338,2024-03-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.14,False,Supervisory alert generated after three consecutive threshold breaches.
-23339,2024-03-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.153,False,Sensor enclosure opened for manual calibration verification.
-23340,2024-03-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.107,False,Supervisory alert generated after three consecutive threshold breaches.
-23341,2024-03-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.717,False,Humidity climbed during dock-door open period in afternoon shift.
-23342,2024-03-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.761,False,Machine idle period extended during planned sanitation window.
-23343,2024-03-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Packaging line stop reduced adjacent vibration background.
-23344,2024-03-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.769,False,Short-lived packet loss observed at edge gateway gw-02.
-23345,2024-03-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.142,False,Night shift startup produced higher than normal vibration floor.
-23346,2024-03-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.236,False,Maintenance note logged for coupling imbalance inspection.
-23347,2024-03-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.482,False,Vibration harmonics broadened during extended production run.
-23348,2024-03-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.784,False,Sensor battery health remains nominal after firmware update.
-23349,2024-03-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.722,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23350,2024-03-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.442,False,Sensor battery health remains nominal after firmware update.
-23351,2024-03-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.364,False,Bearing temperature rising faster than baseline on spindle cell.
-23352,2024-03-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.209,False,Temperature remained elevated during unscheduled overtime run.
-23353,2024-03-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.657,False,Pressure line purge completed before restart authorization.
-23354,2024-03-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.237,False,Air handler maintenance reduced humidity variance on finishing line.
-23355,2024-03-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.463,False,Anomaly review flagged possible bearing wear progression.
-23356,2024-03-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.445,False,Humidity climbed during dock-door open period in afternoon shift.
-23357,2024-03-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.04,False,Quality team requested trace review for lot 24-118B.
-23358,2024-03-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.578,False,Temporary gateway failover completed without data loss.
-23359,2024-03-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.815,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23360,2024-03-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.007,False,Dust extraction fan offline for 18 minutes on line finishing.
-23361,2024-03-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.537,False,Maintenance crew confirmed lubrication interval was missed.
-23362,2024-03-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,58.69,False,Temperature variance narrowed after coolant nozzle cleaning.
-23363,2024-03-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.403,False,Maintenance scheduler deferred calibration due to spare shortage.
-23364,2024-03-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.089,False,Sensor battery health remains nominal after firmware update.
-23365,2024-03-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.614,False,Shift handoff note referenced unusual noise near press enclosure.
-23366,2024-03-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.85,False,Machine idle period extended during planned sanitation window.
-23367,2024-03-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.028,False,Quality team requested trace review for lot 24-118B.
-23368,2024-03-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.749,False,Maintenance note logged for coupling imbalance inspection.
-23369,2024-03-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Maintenance scheduler deferred calibration due to spare shortage.
-23370,2024-03-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.929,False,Humidity baseline improved after seal replacement.
-23371,2024-03-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.88,False,Pressure peak corresponds to oversized billet batch processing.
-23372,2024-03-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.917,False,Machine idle period extended during planned sanitation window.
-23373,2024-03-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.174,False,Calibration check overdue by 11 days for press-line transducer.
-23374,2024-03-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.495,False,SCADA backfill inserted two delayed telemetry points.
-23375,2024-03-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.337,False,Calibration check overdue by 11 days for press-line transducer.
-23376,2024-03-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.825,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23377,2024-03-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.805,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23378,2024-03-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.717,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23379,2024-03-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.331,False,Vibration harmonics broadened during extended production run.
-23380,2024-03-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.805,False,Calibration check overdue by 11 days for press-line transducer.
-23381,2024-03-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.514,False,Coolant loop adjustment reduced chamber temperature spread.
-23382,2024-03-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.678,False,Shift handoff note referenced unusual noise near press enclosure.
-23383,2024-03-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.864,False,Reliability engineer tagged sample window for model retraining.
-23384,2024-03-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.486,False,Sensor heartbeat delayed by one interval after gateway retry.
-23385,2024-03-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.746,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23386,2024-03-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.958,False,Operator reset acknowledged after red-tag inspection.
-23387,2024-03-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.594,False,Temperature variance narrowed after coolant nozzle cleaning.
-23388,2024-03-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.271,False,Anomaly review flagged possible bearing wear progression.
-23389,2024-03-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Night shift startup produced higher than normal vibration floor.
-23390,2024-03-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.686,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23391,2024-03-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.475,False,Shift handoff note referenced unusual noise near press enclosure.
-23392,2024-03-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.96,False,Unbalanced load introduced cyclical pressure ripple.
-23393,2024-03-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.762,False,Unbalanced load introduced cyclical pressure ripple.
-23394,2024-03-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.757,False,Machine idle period extended during planned sanitation window.
-23395,2024-03-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.06,False,Sensor heartbeat delayed by one interval after gateway retry.
-23396,2024-03-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.681,False,Machine throughput increase drove sustained pressure uplift.
-23397,2024-03-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Humidity excursion near finishing booth during coating run.
-23398,2024-03-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.092,False,Humidity baseline improved after seal replacement.
-23399,2024-03-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.468,False,Air handler maintenance reduced humidity variance on finishing line.
-23400,2024-03-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.494,False,Maintenance note logged for coupling imbalance inspection.
-23401,2024-03-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.953,False,Anomaly review flagged possible bearing wear progression.
-23402,2024-03-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.477,False,Reliability engineer tagged sample window for model retraining.
-23403,2024-03-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.895,False,Telemetry quality flag downgraded during sensor self-test window.
-23404,2024-03-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.239,False,Press cycle dwell time lengthened during high-volume batch.
-23405,2024-03-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.112,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23406,2024-03-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.152,False,Press cycle dwell time lengthened during high-volume batch.
-23407,2024-03-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.595,False,Temperature remained elevated during unscheduled overtime run.
-23408,2024-03-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.504,False,Quality hold reduced finishing booth activity for one shift.
-23409,2024-03-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.386,False,Transient outlier matched forklift impact near cabinet wall.
-23410,2024-03-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.613,False,Air handler maintenance reduced humidity variance on finishing line.
-23411,2024-03-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.787,False,Temperature variance narrowed after coolant nozzle cleaning.
-23412,2024-03-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.794,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23413,2024-03-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.126,False,Night shift startup produced higher than normal vibration floor.
-23414,2024-03-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.089,False,Humidity climbed during dock-door open period in afternoon shift.
-23415,2024-03-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.462,False,Hydraulic line pressure oscillation detected under load.
-23416,2024-03-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.983,False,Unbalanced load introduced cyclical pressure ripple.
-23417,2024-03-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.854,False,Warning threshold updated for pilot predictive-maintenance model.
-23418,2024-03-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,84.927,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23419,2024-03-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.33,False,Operator reset acknowledged after red-tag inspection.
-23420,2024-03-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.747,False,Thermal ramp exceeded expected warmup curve before shift start.
-23421,2024-03-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.114,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23422,2024-03-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.595,False,Dust extraction fan offline for 18 minutes on line finishing.
-23423,2024-03-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.112,False,Temperature remained elevated during unscheduled overtime run.
-23424,2024-03-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.654,False,Hydraulic line pressure oscillation detected under load.
-23425,2024-03-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.843,False,Operator reset acknowledged after red-tag inspection.
-23426,2024-03-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.945,False,Supervisory alert generated after three consecutive threshold breaches.
-23427,2024-03-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.811,False,Sensor heartbeat delayed by one interval after gateway retry.
-23428,2024-03-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.198,False,Unbalanced load introduced cyclical pressure ripple.
-23429,2024-03-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.204,False,Short-lived packet loss observed at edge gateway gw-02.
-23430,2024-03-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.058,False,Maintenance crew confirmed lubrication interval was missed.
-23431,2024-03-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.509,False,Edge collector replayed buffered events after network recovery.
-23432,2024-03-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.195,False,Pressure peak corresponds to oversized billet batch processing.
-23433,2024-03-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.29,False,Vibration harmonics broadened during extended production run.
-23434,2024-03-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.716,False,Sensor battery health remains nominal after firmware update.
-23435,2024-03-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.869,False,Coolant loop adjustment reduced chamber temperature spread.
-23436,2024-03-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.844,False,Temperature remained elevated during unscheduled overtime run.
-23437,2024-03-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.194,False,SCADA backfill inserted two delayed telemetry points.
-23438,2024-03-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.264,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23439,2024-03-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.79,False,Warning threshold updated for pilot predictive-maintenance model.
-23440,2024-03-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.034,False,Pressure line purge completed before restart authorization.
-23441,2024-03-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.463,False,Air handler maintenance reduced humidity variance on finishing line.
-23442,2024-03-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.806,False,Humidity baseline improved after seal replacement.
-23443,2024-03-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.236,False,Temperature variance narrowed after coolant nozzle cleaning.
-23444,2024-03-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.501,False,Vibration baseline recovered after tool holder replacement.
-23445,2024-03-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.708,False,Anomaly review flagged possible bearing wear progression.
-23446,2024-03-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.12,False,Sensor enclosure opened for manual calibration verification.
-23447,2024-03-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.444,False,Sensor heartbeat delayed by one interval after gateway retry.
-23448,2024-03-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.94,False,Warning threshold updated for pilot predictive-maintenance model.
-23449,2024-03-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.539,False,Maintenance crew confirmed lubrication interval was missed.
-23450,2024-03-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.484,False,Maintenance scheduler deferred calibration due to spare shortage.
-23451,2024-03-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.807,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23452,2024-03-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.948,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23453,2024-03-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Air handler maintenance reduced humidity variance on finishing line.
-23454,2024-03-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.586,False,Machine idle period extended during planned sanitation window.
-23455,2024-03-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Telemetry quality flag downgraded during sensor self-test window.
-23456,2024-03-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.325,False,Quality hold reduced finishing booth activity for one shift.
-23457,2024-03-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Sensor enclosure opened for manual calibration verification.
-23458,2024-03-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.266,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23459,2024-03-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.29,False,Bearing temperature rising faster than baseline on spindle cell.
-23460,2024-03-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.994,False,Pressure settled back to nominal after valve reseat.
-23461,2024-03-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.417,False,Sensor enclosure opened for manual calibration verification.
-23462,2024-03-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.394,False,Warning threshold updated for pilot predictive-maintenance model.
-23463,2024-03-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.53,False,Humidity baseline improved after seal replacement.
-23464,2024-03-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.208,False,Hydraulic line pressure oscillation detected under load.
-23465,2024-03-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.194,False,Quality team requested trace review for lot 24-118B.
-23466,2024-03-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.13,False,Sensor enclosure opened for manual calibration verification.
-23467,2024-03-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.037,False,Machine idle period extended during planned sanitation window.
-23468,2024-03-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.398,False,Humidity baseline improved after seal replacement.
-23469,2024-03-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Humidity baseline improved after seal replacement.
-23470,2024-03-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.911,False,Unbalanced load introduced cyclical pressure ripple.
-23471,2024-03-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.726,False,Humidity readings track seasonal rise across late spring.
-23472,2024-03-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.536,False,Temperature variance narrowed after coolant nozzle cleaning.
-23473,2024-03-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.416,False,Bearing temperature rising faster than baseline on spindle cell.
-23474,2024-03-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.18,False,Coolant loop adjustment reduced chamber temperature spread.
-23475,2024-03-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Unbalanced load introduced cyclical pressure ripple.
-23476,2024-03-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.386,False,Anomaly review flagged possible bearing wear progression.
-23477,2024-03-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.897,False,Quality team requested trace review for lot 24-118B.
-23478,2024-03-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.231,False,Night shift startup produced higher than normal vibration floor.
-23479,2024-03-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.249,False,Warning threshold updated for pilot predictive-maintenance model.
-23480,2024-03-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.343,False,Vibration harmonics broadened during extended production run.
-23481,2024-03-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.338,False,Vibration harmonics broadened during extended production run.
-23482,2024-03-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.083,False,Transient outlier matched forklift impact near cabinet wall.
-23483,2024-03-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.222,False,Air handler maintenance reduced humidity variance on finishing line.
-23484,2024-03-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.413,False,Quality hold reduced finishing booth activity for one shift.
-23485,2024-03-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.076,False,Coolant loop adjustment reduced chamber temperature spread.
-23486,2024-03-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.349,False,SCADA backfill inserted two delayed telemetry points.
-23487,2024-03-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.344,False,Telemetry quality flag downgraded during sensor self-test window.
-23488,2024-03-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.638,False,Pressure settled back to nominal after valve reseat.
-23489,2024-03-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.649,False,Warning threshold updated for pilot predictive-maintenance model.
-23490,2024-03-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.041,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23491,2024-03-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.289,False,Bearing temperature rising faster than baseline on spindle cell.
-23492,2024-03-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.091,False,Supervisory alert generated after three consecutive threshold breaches.
-23493,2024-03-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Quality hold reduced finishing booth activity for one shift.
-23494,2024-03-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.074,False,Quality hold reduced finishing booth activity for one shift.
-23495,2024-03-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.987,False,Temperature remained elevated during unscheduled overtime run.
-23496,2024-03-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.519,False,Pressure settled back to nominal after valve reseat.
-23497,2024-03-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.634,False,Telemetry quality flag downgraded during sensor self-test window.
-23498,2024-03-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.22,False,Packaging line stop reduced adjacent vibration background.
-23499,2024-03-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.513,False,Condensation warning cleared after dehumidifier ramp-up.
-23500,2024-03-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.633,False,Packaging line stop reduced adjacent vibration background.
-23501,2024-03-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.934,False,Night shift startup produced higher than normal vibration floor.
-23502,2024-03-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.735,False,Short-lived packet loss observed at edge gateway gw-02.
-23503,2024-03-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.862,False,Sensor battery health remains nominal after firmware update.
-23504,2024-03-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.191,False,Press cycle dwell time lengthened during high-volume batch.
-23505,2024-03-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.26,False,Quality hold reduced finishing booth activity for one shift.
-23506,2024-03-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.127,False,Humidity readings track seasonal rise across late spring.
-23507,2024-03-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.48,False,Humidity climbed during dock-door open period in afternoon shift.
-23508,2024-03-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.899,False,Temperature variance narrowed after coolant nozzle cleaning.
-23509,2024-03-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.851,False,Thermal overshoot event coincided with recipe change on furnace.
-23510,2024-03-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.783,False,Reliability engineer tagged sample window for model retraining.
-23511,2024-03-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.038,False,Sensor battery health remains nominal after firmware update.
-23512,2024-03-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.062,False,Thermal overshoot event coincided with recipe change on furnace.
-23513,2024-03-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.052,False,Temporary gateway failover completed without data loss.
-23514,2024-03-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.537,False,Maintenance crew confirmed lubrication interval was missed.
-23515,2024-03-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.726,False,Temporary gateway failover completed without data loss.
-23516,2024-03-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.116,False,Sensor heartbeat delayed by one interval after gateway retry.
-23517,2024-03-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.654,False,Thermal overshoot event coincided with recipe change on furnace.
-23518,2024-03-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.085,False,Sensor signal clipping observed during startup surge.
-23519,2024-03-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Press cycle dwell time lengthened during high-volume batch.
-23520,2024-03-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.141,False,Thermal overshoot event coincided with recipe change on furnace.
-23521,2024-03-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.753,False,Sensor enclosure opened for manual calibration verification.
-23522,2024-03-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.007,False,Maintenance note logged for coupling imbalance inspection.
-23523,2024-03-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.73,False,Sensor signal clipping observed during startup surge.
-23524,2024-03-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.158,False,Short-lived packet loss observed at edge gateway gw-02.
-23525,2024-03-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.806,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23526,2024-03-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.524,False,Maintenance crew confirmed lubrication interval was missed.
-23527,2024-03-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Vibration harmonics broadened during extended production run.
-23528,2024-03-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.273,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23529,2024-03-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.861,False,Vibration baseline recovered after tool holder replacement.
-23530,2024-03-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.567,False,Shift handoff note referenced unusual noise near press enclosure.
-23531,2024-03-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.763,False,Bearing temperature rising faster than baseline on spindle cell.
-23532,2024-03-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.651,False,Short-lived packet loss observed at edge gateway gw-02.
-23533,2024-03-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Vibration burst exceeds envelope during tool change cycle.
-23534,2024-03-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.821,False,Hydraulic line pressure oscillation detected under load.
-23535,2024-03-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.275,False,Short-lived packet loss observed at edge gateway gw-02.
-23536,2024-03-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.523,False,Supervisory alert generated after three consecutive threshold breaches.
-23537,2024-03-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.805,False,Maintenance crew confirmed lubrication interval was missed.
-23538,2024-03-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.874,False,Quality hold reduced finishing booth activity for one shift.
-23539,2024-03-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.864,False,Press cycle dwell time lengthened during high-volume batch.
-23540,2024-03-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.375,False,Sensor battery health remains nominal after firmware update.
-23541,2024-03-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.215,False,Shift handoff note referenced unusual noise near press enclosure.
-23542,2024-03-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.564,False,Machine idle period extended during planned sanitation window.
-23543,2024-03-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Thermal overshoot event coincided with recipe change on furnace.
-23544,2024-03-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.657,False,Hydraulic line pressure oscillation detected under load.
-23545,2024-03-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.286,False,Bearing temperature rising faster than baseline on spindle cell.
-23546,2024-03-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.88,False,Sensor battery health remains nominal after firmware update.
-23547,2024-03-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.709,False,Packaging line stop reduced adjacent vibration background.
-23548,2024-03-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.935,False,Vibration baseline recovered after tool holder replacement.
-23549,2024-03-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.338,False,Air handler maintenance reduced humidity variance on finishing line.
-23550,2024-03-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.834,False,Operator reported intermittent chatter on machine CNC-04.
-23551,2024-03-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.301,False,Maintenance note logged for coupling imbalance inspection.
-23552,2024-03-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.898,False,Pressure peak corresponds to oversized billet batch processing.
-23553,2024-03-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.896,False,Dust extraction fan offline for 18 minutes on line finishing.
-23554,2024-03-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.359,False,Short-lived packet loss observed at edge gateway gw-02.
-23555,2024-03-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.277,False,Unbalanced load introduced cyclical pressure ripple.
-23556,2024-03-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.787,False,Quality hold reduced finishing booth activity for one shift.
-23557,2024-03-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Humidity readings track seasonal rise across late spring.
-23558,2024-03-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.311,False,Bearing temperature rising faster than baseline on spindle cell.
-23559,2024-03-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.351,False,SCADA backfill inserted two delayed telemetry points.
-23560,2024-03-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.422,False,Machine idle period extended during planned sanitation window.
-23561,2024-03-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.51,False,Sensor signal clipping observed during startup surge.
-23562,2024-03-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.477,False,Sensor heartbeat delayed by one interval after gateway retry.
-23563,2024-03-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.637,False,Temperature variance narrowed after coolant nozzle cleaning.
-23564,2024-03-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.414,False,Press cycle dwell time lengthened during high-volume batch.
-23565,2024-03-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.804,False,Sensor signal clipping observed during startup surge.
-23566,2024-03-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.747,False,Quality hold reduced finishing booth activity for one shift.
-23567,2024-03-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.366,False,Quality hold reduced finishing booth activity for one shift.
-23568,2024-03-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.168,False,Warning threshold updated for pilot predictive-maintenance model.
-23569,2024-03-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.934,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23570,2024-03-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.556,False,Vibration baseline recovered after tool holder replacement.
-23571,2024-03-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.669,False,Temporary gateway failover completed without data loss.
-23572,2024-03-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.082,False,Unbalanced load introduced cyclical pressure ripple.
-23573,2024-03-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.433,False,Dust extraction fan offline for 18 minutes on line finishing.
-23574,2024-03-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.978,False,Short-lived packet loss observed at edge gateway gw-02.
-23575,2024-03-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.955,False,Press cycle dwell time lengthened during high-volume batch.
-23576,2024-03-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.594,False,Maintenance scheduler deferred calibration due to spare shortage.
-23577,2024-03-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.055,False,Maintenance note logged for coupling imbalance inspection.
-23578,2024-03-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.517,False,Packaging line stop reduced adjacent vibration background.
-23579,2024-03-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.272,False,Operator reset acknowledged after red-tag inspection.
-23580,2024-03-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.09,False,Vibration burst exceeds envelope during tool change cycle.
-23581,2024-03-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Humidity excursion near finishing booth during coating run.
-23582,2024-03-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.783,False,Humidity baseline improved after seal replacement.
-23583,2024-03-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.103,False,Hydraulic line pressure oscillation detected under load.
-23584,2024-03-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.578,False,Humidity excursion near finishing booth during coating run.
-23585,2024-03-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.659,False,Unbalanced load introduced cyclical pressure ripple.
-23586,2024-03-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.656,False,Sensor enclosure opened for manual calibration verification.
-23587,2024-03-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.361,False,Maintenance scheduler deferred calibration due to spare shortage.
-23588,2024-03-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.048,False,SCADA backfill inserted two delayed telemetry points.
-23589,2024-03-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.638,False,Thermal overshoot event coincided with recipe change on furnace.
-23590,2024-03-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.332,False,Machine throughput increase drove sustained pressure uplift.
-23591,2024-03-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.647,False,Quality team requested trace review for lot 24-118B.
-23592,2024-03-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.629,False,Sensor heartbeat delayed by one interval after gateway retry.
-23593,2024-03-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.935,False,Sensor signal clipping observed during startup surge.
-23594,2024-03-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.074,False,Thermal ramp exceeded expected warmup curve before shift start.
-23595,2024-03-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.764,False,Thermal ramp exceeded expected warmup curve before shift start.
-23596,2024-03-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.53,False,Machine throughput increase drove sustained pressure uplift.
-23597,2024-03-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.921,False,Condensation warning cleared after dehumidifier ramp-up.
-23598,2024-03-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.178,False,Packaging line stop reduced adjacent vibration background.
-23599,2024-03-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.526,False,Reliability engineer tagged sample window for model retraining.
-23600,2024-03-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.64,False,Maintenance crew confirmed lubrication interval was missed.
-23601,2024-03-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.519,False,Transient outlier matched forklift impact near cabinet wall.
-23602,2024-03-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.039,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23603,2024-03-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.167,False,Shift handoff note referenced unusual noise near press enclosure.
-23604,2024-03-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.701,False,Pressure settled back to nominal after valve reseat.
-23605,2024-03-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.053,False,Anomaly review flagged possible bearing wear progression.
-23606,2024-03-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.06,False,Quality team requested trace review for lot 24-118B.
-23607,2024-03-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.385,False,Unbalanced load introduced cyclical pressure ripple.
-23608,2024-03-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.009,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23609,2024-03-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.363,False,Humidity baseline improved after seal replacement.
-23610,2024-03-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.499,False,Warning threshold updated for pilot predictive-maintenance model.
-23611,2024-03-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.472,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23612,2024-03-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.126,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23613,2024-03-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.76,False,Transient outlier matched forklift impact near cabinet wall.
-23614,2024-03-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.033,False,Hydraulic line pressure oscillation detected under load.
-23615,2024-03-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.48,False,Humidity baseline improved after seal replacement.
-23616,2024-03-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.201,False,Transient outlier matched forklift impact near cabinet wall.
-23617,2024-03-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.134,False,Press cycle dwell time lengthened during high-volume batch.
-23618,2024-03-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.056,False,Calibration check overdue by 11 days for press-line transducer.
-23619,2024-03-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.027,False,Operator reported intermittent chatter on machine CNC-04.
-23620,2024-03-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.906,False,Warning threshold updated for pilot predictive-maintenance model.
-23621,2024-03-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.794,False,Sensor enclosure opened for manual calibration verification.
-23622,2024-03-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.237,False,Maintenance crew confirmed lubrication interval was missed.
-23623,2024-03-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.95,False,Temporary gateway failover completed without data loss.
-23624,2024-03-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.843,False,Coolant loop adjustment reduced chamber temperature spread.
-23625,2024-03-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Coolant loop adjustment reduced chamber temperature spread.
-23626,2024-03-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.777,False,Temporary gateway failover completed without data loss.
-23627,2024-03-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.143,False,Packaging line stop reduced adjacent vibration background.
-23628,2024-03-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.726,False,Pressure settled back to nominal after valve reseat.
-23629,2024-03-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.698,False,Air handler maintenance reduced humidity variance on finishing line.
-23630,2024-03-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.197,False,Vibration baseline recovered after tool holder replacement.
-23631,2024-03-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.425,False,Humidity climbed during dock-door open period in afternoon shift.
-23632,2024-03-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.767,False,Temperature variance narrowed after coolant nozzle cleaning.
-23633,2024-03-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.298,False,Sensor battery health remains nominal after firmware update.
-23634,2024-03-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.239,False,Edge collector replayed buffered events after network recovery.
-23635,2024-03-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.894,False,Machine throughput increase drove sustained pressure uplift.
-23636,2024-03-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.169,False,Anomaly review flagged possible bearing wear progression.
-23637,2024-03-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23638,2024-03-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.083,False,Machine throughput increase drove sustained pressure uplift.
-23639,2024-03-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.043,False,Warning threshold updated for pilot predictive-maintenance model.
-23640,2024-03-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.46,False,Quality team requested trace review for lot 24-118B.
-23641,2024-03-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.794,False,Machine idle period extended during planned sanitation window.
-23642,2024-03-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.28,False,Humidity excursion near finishing booth during coating run.
-23643,2024-03-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.991,False,Supervisory alert generated after three consecutive threshold breaches.
-23644,2024-03-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.049,False,Operator reported intermittent chatter on machine CNC-04.
-23645,2024-03-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Quality hold reduced finishing booth activity for one shift.
-23646,2024-03-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.018,False,Operator reset acknowledged after red-tag inspection.
-23647,2024-03-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.697,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23648,2024-03-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.506,False,Vibration harmonics broadened during extended production run.
-23649,2024-03-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.723,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23650,2024-03-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.788,False,Coolant loop adjustment reduced chamber temperature spread.
-23651,2024-03-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.465,False,Humidity baseline improved after seal replacement.
-23652,2024-03-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.298,False,SCADA backfill inserted two delayed telemetry points.
-23653,2024-03-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.069,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23654,2024-03-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.461,False,Thermal ramp exceeded expected warmup curve before shift start.
-23655,2024-03-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.537,False,Humidity excursion near finishing booth during coating run.
-23656,2024-03-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.253,False,Humidity excursion near finishing booth during coating run.
-23657,2024-03-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.12,False,Temperature remained elevated during unscheduled overtime run.
-23658,2024-03-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.383,False,Anomaly review flagged possible bearing wear progression.
-23659,2024-03-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.947,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23660,2024-03-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.24,False,Sensor signal clipping observed during startup surge.
-23661,2024-03-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.955,False,Temporary gateway failover completed without data loss.
-23662,2024-03-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.986,False,Machine throughput increase drove sustained pressure uplift.
-23663,2024-03-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.006,False,Calibration check overdue by 11 days for press-line transducer.
-23664,2024-03-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.879,False,Humidity excursion near finishing booth during coating run.
-23665,2024-03-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.563,False,Warning threshold updated for pilot predictive-maintenance model.
-23666,2024-03-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.217,False,Thermal overshoot event coincided with recipe change on furnace.
-23667,2024-03-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.405,False,Sensor enclosure opened for manual calibration verification.
-23668,2024-03-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.108,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23669,2024-03-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.543,False,Maintenance crew confirmed lubrication interval was missed.
-23670,2024-03-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.126,False,Short-lived packet loss observed at edge gateway gw-02.
-23671,2024-03-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.919,False,Humidity readings track seasonal rise across late spring.
-23672,2024-03-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.46,False,Short-lived packet loss observed at edge gateway gw-02.
-23673,2024-03-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Thermal ramp exceeded expected warmup curve before shift start.
-23674,2024-03-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.791,False,Supervisory alert generated after three consecutive threshold breaches.
-23675,2024-03-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.415,False,Humidity excursion near finishing booth during coating run.
-23676,2024-03-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.401,False,Air handler maintenance reduced humidity variance on finishing line.
-23677,2024-03-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.538,False,Maintenance note logged for coupling imbalance inspection.
-23678,2024-03-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.806,False,Maintenance crew confirmed lubrication interval was missed.
-23679,2024-03-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.386,False,Vibration harmonics broadened during extended production run.
-23680,2024-03-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.629,False,Hydraulic line pressure oscillation detected under load.
-23681,2024-03-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.674,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23682,2024-03-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.537,False,Pressure line purge completed before restart authorization.
-23683,2024-03-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.658,False,Unbalanced load introduced cyclical pressure ripple.
-23684,2024-03-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.417,False,Quality team requested trace review for lot 24-118B.
-23685,2024-03-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.908,False,Temperature remained elevated during unscheduled overtime run.
-23686,2024-03-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.304,False,Temperature variance narrowed after coolant nozzle cleaning.
-23687,2024-03-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.799,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23688,2024-03-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.897,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23689,2024-03-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.786,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23690,2024-03-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.578,False,Temperature variance narrowed after coolant nozzle cleaning.
-23691,2024-03-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.028,False,Humidity readings track seasonal rise across late spring.
-23692,2024-03-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.254,False,Vibration baseline recovered after tool holder replacement.
-23693,2024-03-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.736,False,Coolant loop adjustment reduced chamber temperature spread.
-23694,2024-03-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.526,False,Temperature remained elevated during unscheduled overtime run.
-23695,2024-03-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.406,False,Pressure line purge completed before restart authorization.
-23696,2024-03-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.202,False,Sensor battery health remains nominal after firmware update.
-23697,2024-03-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.681,False,Machine throughput increase drove sustained pressure uplift.
-23698,2024-03-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.473,False,Night shift startup produced higher than normal vibration floor.
-23699,2024-03-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.436,False,Supervisory alert generated after three consecutive threshold breaches.
-23700,2024-03-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.785,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23701,2024-03-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.453,False,Sensor heartbeat delayed by one interval after gateway retry.
-23702,2024-03-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.886,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23703,2024-03-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.842,False,Supervisory alert generated after three consecutive threshold breaches.
-23704,2024-03-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.443,False,Maintenance scheduler deferred calibration due to spare shortage.
-23705,2024-03-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.785,False,Supervisory alert generated after three consecutive threshold breaches.
-23706,2024-03-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.398,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23707,2024-03-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.243,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23708,2024-03-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.966,False,Sensor enclosure opened for manual calibration verification.
-23709,2024-03-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.204,False,Humidity excursion near finishing booth during coating run.
-23710,2024-03-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.614,False,Short-lived packet loss observed at edge gateway gw-02.
-23711,2024-03-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.65,False,Reliability engineer tagged sample window for model retraining.
-23712,2024-03-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.893,False,SCADA backfill inserted two delayed telemetry points.
-23713,2024-03-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Machine throughput increase drove sustained pressure uplift.
-23714,2024-03-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.72,False,Packaging line stop reduced adjacent vibration background.
-23715,2024-03-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.203,False,Calibration check overdue by 11 days for press-line transducer.
-23716,2024-03-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.832,False,Shift handoff note referenced unusual noise near press enclosure.
-23717,2024-03-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.73,False,Vibration baseline recovered after tool holder replacement.
-23718,2024-03-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.951,False,Coolant loop adjustment reduced chamber temperature spread.
-23719,2024-03-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.738,False,Temperature remained elevated during unscheduled overtime run.
-23720,2024-03-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.529,False,Unbalanced load introduced cyclical pressure ripple.
-23721,2024-03-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.629,False,Thermal overshoot event coincided with recipe change on furnace.
-23722,2024-03-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.328,False,Air handler maintenance reduced humidity variance on finishing line.
-23723,2024-03-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Humidity readings track seasonal rise across late spring.
-23724,2024-03-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.417,False,Humidity excursion near finishing booth during coating run.
-23725,2024-03-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.381,False,Humidity readings track seasonal rise across late spring.
-23726,2024-03-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.633,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23727,2024-03-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.327,False,Press cycle dwell time lengthened during high-volume batch.
-23728,2024-03-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.896,False,SCADA backfill inserted two delayed telemetry points.
-23729,2024-03-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.873,False,Quality hold reduced finishing booth activity for one shift.
-23730,2024-03-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.077,False,Short-lived packet loss observed at edge gateway gw-02.
-23731,2024-03-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.568,False,Telemetry quality flag downgraded during sensor self-test window.
-23732,2024-03-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.554,False,Operator reported intermittent chatter on machine CNC-04.
-23733,2024-03-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.208,False,SCADA backfill inserted two delayed telemetry points.
-23734,2024-03-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.664,False,Edge collector replayed buffered events after network recovery.
-23735,2024-03-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.64,False,Maintenance crew confirmed lubrication interval was missed.
-23736,2024-03-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.099,False,Pressure peak corresponds to oversized billet batch processing.
-23737,2024-03-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.015,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23738,2024-03-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.488,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23739,2024-03-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,Air handler maintenance reduced humidity variance on finishing line.
-23740,2024-03-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.229,False,Sensor enclosure opened for manual calibration verification.
-23741,2024-03-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.958,False,Calibration check overdue by 11 days for press-line transducer.
-23742,2024-03-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.48,False,Vibration baseline recovered after tool holder replacement.
-23743,2024-03-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.478,False,Pressure peak corresponds to oversized billet batch processing.
-23744,2024-03-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.526,False,Anomaly review flagged possible bearing wear progression.
-23745,2024-03-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.545,False,Pressure peak corresponds to oversized billet batch processing.
-23746,2024-03-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.973,False,Air handler maintenance reduced humidity variance on finishing line.
-23747,2024-03-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.594,False,Night shift startup produced higher than normal vibration floor.
-23748,2024-03-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.567,False,Hydraulic line pressure oscillation detected under load.
-23749,2024-03-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.02,False,Pressure line purge completed before restart authorization.
-23750,2024-03-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.606,False,Coolant loop adjustment reduced chamber temperature spread.
-23751,2024-03-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.161,False,Sensor battery health remains nominal after firmware update.
-23752,2024-03-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.972,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23753,2024-03-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.884,False,Unbalanced load introduced cyclical pressure ripple.
-23754,2024-03-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.31,False,Machine idle period extended during planned sanitation window.
-23755,2024-03-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.995,False,Shift handoff note referenced unusual noise near press enclosure.
-23756,2024-03-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.215,False,Maintenance scheduler deferred calibration due to spare shortage.
-23757,2024-03-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.062,False,Vibration burst exceeds envelope during tool change cycle.
-23758,2024-03-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.302,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23759,2024-03-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.206,False,Thermal overshoot event coincided with recipe change on furnace.
-23760,2024-03-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.796,False,Vibration baseline recovered after tool holder replacement.
-23761,2024-03-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.41,False,Thermal overshoot event coincided with recipe change on furnace.
-23762,2024-03-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.58,False,Vibration harmonics broadened during extended production run.
-23763,2024-03-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.538,False,Supervisory alert generated after three consecutive threshold breaches.
-23764,2024-03-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.947,False,Press cycle dwell time lengthened during high-volume batch.
-23765,2024-03-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Humidity excursion near finishing booth during coating run.
-23766,2024-03-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.427,False,Edge collector replayed buffered events after network recovery.
-23767,2024-03-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.955,False,Humidity baseline improved after seal replacement.
-23768,2024-03-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.227,False,Humidity readings track seasonal rise across late spring.
-23769,2024-03-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.674,False,Humidity climbed during dock-door open period in afternoon shift.
-23770,2024-03-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.623,False,Reliability engineer tagged sample window for model retraining.
-23771,2024-03-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.726,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23772,2024-03-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.404,False,Compressed air fluctuation introduced pressure noise for two cycles.
-23773,2024-03-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.015,False,Condensation warning cleared after dehumidifier ramp-up.
-23774,2024-03-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.951,False,Air handler maintenance reduced humidity variance on finishing line.
-23775,2024-03-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.333,False,Transient outlier matched forklift impact near cabinet wall.
-23776,2024-03-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.722,False,Operator reported intermittent chatter on machine CNC-04.
-23777,2024-03-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.686,False,Vibration burst exceeds envelope during tool change cycle.
-23778,2024-03-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.289,False,Hydraulic line pressure oscillation detected under load.
-23779,2024-03-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.875,False,Vibration harmonics broadened during extended production run.
-23780,2024-03-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.863,False,Calibration check overdue by 11 days for press-line transducer.
-23781,2024-03-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.279,False,Quality team requested trace review for lot 24-118B.
-23782,2024-03-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.039,False,Vibration baseline recovered after tool holder replacement.
-23783,2024-03-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.455,False,Bearing temperature rising faster than baseline on spindle cell.
-23784,2024-03-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.383,False,Humidity readings track seasonal rise across late spring.
-23785,2024-03-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.095,False,Supervisory alert generated after three consecutive threshold breaches.
-23786,2024-03-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.436,False,Warning threshold updated for pilot predictive-maintenance model.
-23787,2024-03-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.459,False,Press cycle dwell time lengthened during high-volume batch.
-23788,2024-03-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,32.954,False,Telemetry quality flag downgraded during sensor self-test window.
-23789,2024-03-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.45,False,Edge collector replayed buffered events after network recovery.
-23790,2024-03-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.364,False,Quality team requested trace review for lot 24-118B.
-23791,2024-03-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.545,False,Thermal ramp exceeded expected warmup curve before shift start.
-23792,2024-03-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.414,False,Thermal ramp exceeded expected warmup curve before shift start.
-23793,2024-03-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.213,False,Edge collector replayed buffered events after network recovery.
-23794,2024-03-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.603,False,Vibration baseline recovered after tool holder replacement.
-23795,2024-03-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.519,False,Vibration harmonics broadened during extended production run.
-23796,2024-03-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.909,False,Shift handoff note referenced unusual noise near press enclosure.
-23797,2024-03-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.826,False,Machine idle period extended during planned sanitation window.
-23798,2024-03-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.12,False,Maintenance crew confirmed lubrication interval was missed.
-23799,2024-03-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.945,False,Operator reported intermittent chatter on machine CNC-04.
-23800,2024-03-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.824,False,Thermal overshoot event coincided with recipe change on furnace.
-23801,2024-03-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.591,False,Vibration harmonics broadened during extended production run.
-23802,2024-03-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.277,False,Humidity excursion near finishing booth during coating run.
-23803,2024-03-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Temperature remained elevated during unscheduled overtime run.
-23804,2024-03-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.512,False,Hydraulic line pressure oscillation detected under load.
-23805,2024-03-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.366,False,Quality hold reduced finishing booth activity for one shift.
-23806,2024-03-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.584,False,Maintenance scheduler deferred calibration due to spare shortage.
-23807,2024-03-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.689,False,Reliability engineer tagged sample window for model retraining.
-23808,2024-03-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.73,False,Maintenance crew confirmed lubrication interval was missed.
-23809,2024-03-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.72,False,Telemetry quality flag downgraded during sensor self-test window.
-23810,2024-03-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.684,False,Pressure settled back to nominal after valve reseat.
-23811,2024-03-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.888,False,Thermal ramp exceeded expected warmup curve before shift start.
-23812,2024-03-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.843,False,Coolant loop adjustment reduced chamber temperature spread.
-23813,2024-03-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Sensor heartbeat delayed by one interval after gateway retry.
-23814,2024-03-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.111,False,Pressure line purge completed before restart authorization.
-23815,2024-03-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.581,False,Humidity excursion near finishing booth during coating run.
-23816,2024-03-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.284,False,Hydraulic line pressure oscillation detected under load.
-23817,2024-03-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.023,False,Vibration harmonics broadened during extended production run.
-23818,2024-03-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.88,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23819,2024-03-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.92,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23820,2024-03-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.603,False,Pressure settled back to nominal after valve reseat.
-23821,2024-03-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.051,False,Shift handoff note referenced unusual noise near press enclosure.
-23822,2024-03-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.85,False,Bearing temperature rising faster than baseline on spindle cell.
-23823,2024-03-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.632,False,Anomaly review flagged possible bearing wear progression.
-23824,2024-03-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.395,False,Sensor enclosure opened for manual calibration verification.
-23825,2024-03-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.26,False,Air handler maintenance reduced humidity variance on finishing line.
-23826,2024-03-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.8,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23827,2024-03-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.784,False,Bearing temperature rising faster than baseline on spindle cell.
-23828,2024-03-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.634,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23829,2024-03-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.508,False,Humidity excursion near finishing booth during coating run.
-23830,2024-03-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.323,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23831,2024-03-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.802,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23832,2024-03-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.678,False,Supervisory alert generated after three consecutive threshold breaches.
-23833,2024-03-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.711,False,Humidity readings track seasonal rise across late spring.
-23834,2024-03-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.34,False,Machine idle period extended during planned sanitation window.
-23835,2024-03-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.557,False,Quality team requested trace review for lot 24-118B.
-23836,2024-03-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.729,False,Coolant loop adjustment reduced chamber temperature spread.
-23837,2024-03-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.869,False,Coolant loop adjustment reduced chamber temperature spread.
-23838,2024-03-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.312,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23839,2024-03-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.897,False,Hydraulic line pressure oscillation detected under load.
-23840,2024-03-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,55.209,False,Press cycle dwell time lengthened during high-volume batch.
-23841,2024-03-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.841,False,Anomaly review flagged possible bearing wear progression.
-23842,2024-03-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.875,False,Vibration baseline recovered after tool holder replacement.
-23843,2024-03-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.119,False,SCADA backfill inserted two delayed telemetry points.
-23844,2024-03-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.121,False,Vibration baseline recovered after tool holder replacement.
-23845,2024-03-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Humidity readings track seasonal rise across late spring.
-23846,2024-03-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.66,False,Temperature remained elevated during unscheduled overtime run.
-23847,2024-03-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Pressure peak corresponds to oversized billet batch processing.
-23848,2024-03-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.739,False,Press cycle dwell time lengthened during high-volume batch.
-23849,2024-03-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.369,False,Thermal ramp exceeded expected warmup curve before shift start.
-23850,2024-03-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.848,False,Unbalanced load introduced cyclical pressure ripple.
-23851,2024-03-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Operator reset acknowledged after red-tag inspection.
-23852,2024-03-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.397,False,Pressure peak corresponds to oversized billet batch processing.
-23853,2024-03-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.522,False,Supervisory alert generated after three consecutive threshold breaches.
-23854,2024-03-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.009,False,Night shift startup produced higher than normal vibration floor.
-23855,2024-03-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.022,False,Quality team requested trace review for lot 24-118B.
-23856,2024-03-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.097,False,Humidity excursion near finishing booth during coating run.
-23857,2024-03-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.744,False,Pressure settled back to nominal after valve reseat.
-23858,2024-03-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.629,False,Anomaly review flagged possible bearing wear progression.
-23859,2024-03-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.345,False,Maintenance note logged for coupling imbalance inspection.
-23860,2024-03-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.383,False,Operator reported intermittent chatter on machine CNC-04.
-23861,2024-03-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.876,False,Temperature remained elevated during unscheduled overtime run.
-23862,2024-03-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.708,False,Temporary gateway failover completed without data loss.
-23863,2024-03-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.199,False,Vibration baseline recovered after tool holder replacement.
-23864,2024-03-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.971,False,Night shift startup produced higher than normal vibration floor.
-23865,2024-03-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.833,False,Humidity excursion near finishing booth during coating run.
-23866,2024-03-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.531,False,Operator reported intermittent chatter on machine CNC-04.
-23867,2024-03-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.371,False,Transient outlier matched forklift impact near cabinet wall.
-23868,2024-03-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.691,False,Pressure peak corresponds to oversized billet batch processing.
-23869,2024-03-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.21,False,Unbalanced load introduced cyclical pressure ripple.
-23870,2024-03-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.809,False,Vibration harmonics broadened during extended production run.
-23871,2024-03-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.008,False,Sensor heartbeat delayed by one interval after gateway retry.
-23872,2024-03-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.231,False,Maintenance note logged for coupling imbalance inspection.
-23873,2024-03-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.8,False,Supervisory alert generated after three consecutive threshold breaches.
-23874,2024-03-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.539,False,Humidity readings track seasonal rise across late spring.
-23875,2024-03-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.012,False,Humidity readings track seasonal rise across late spring.
-23876,2024-03-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.593,False,Condensation warning cleared after dehumidifier ramp-up.
-23877,2024-03-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.793,False,Edge collector replayed buffered events after network recovery.
-23878,2024-03-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.135,False,Short-lived packet loss observed at edge gateway gw-02.
-23879,2024-03-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.418,False,Humidity baseline improved after seal replacement.
-23880,2024-03-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.764,False,Telemetry quality flag downgraded during sensor self-test window.
-23881,2024-03-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.26,False,Bearing temperature rising faster than baseline on spindle cell.
-23882,2024-03-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.753,False,Vibration baseline recovered after tool holder replacement.
-23883,2024-03-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.432,False,Sensor enclosure opened for manual calibration verification.
-23884,2024-03-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.648,False,Reliability engineer tagged sample window for model retraining.
-23885,2024-03-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.462,False,Maintenance crew confirmed lubrication interval was missed.
-23886,2024-03-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.09,False,Pressure settled back to nominal after valve reseat.
-23887,2024-03-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.377,False,Supervisory alert generated after three consecutive threshold breaches.
-23888,2024-03-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.291,False,Sensor signal clipping observed during startup surge.
-23889,2024-03-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.085,False,Machine throughput increase drove sustained pressure uplift.
-23890,2024-03-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.716,False,Packaging line stop reduced adjacent vibration background.
-23891,2024-03-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.595,False,Humidity baseline improved after seal replacement.
-23892,2024-03-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.53,False,Humidity readings track seasonal rise across late spring.
-23893,2024-03-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.112,False,Operator reported intermittent chatter on machine CNC-04.
-23894,2024-03-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.438,False,Machine throughput increase drove sustained pressure uplift.
-23895,2024-03-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.996,False,Quality hold reduced finishing booth activity for one shift.
-23896,2024-03-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.563,False,Press cycle dwell time lengthened during high-volume batch.
-23897,2024-03-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.902,False,Hydraulic line pressure oscillation detected under load.
-23898,2024-03-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.745,False,SCADA backfill inserted two delayed telemetry points.
-23899,2024-03-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.094,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23900,2024-03-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.082,False,Pressure line purge completed before restart authorization.
-23901,2024-03-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.34,False,Humidity readings track seasonal rise across late spring.
-23902,2024-03-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.324,False,Pressure line purge completed before restart authorization.
-23903,2024-03-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.013,False,Vibration harmonics broadened during extended production run.
-23904,2024-03-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.213,False,Short-lived packet loss observed at edge gateway gw-02.
-23905,2024-03-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.98,False,Thermal overshoot event coincided with recipe change on furnace.
-23906,2024-03-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.659,False,Quality hold reduced finishing booth activity for one shift.
-23907,2024-03-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.788,False,Packaging line stop reduced adjacent vibration background.
-23908,2024-03-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.298,False,Anomaly review flagged possible bearing wear progression.
-23909,2024-03-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.615,False,Vibration baseline recovered after tool holder replacement.
-23910,2024-03-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.109,False,Hydraulic line pressure oscillation detected under load.
-23911,2024-03-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.753,False,Vibration burst exceeds envelope during tool change cycle.
-23912,2024-03-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.648,False,Packaging line stop reduced adjacent vibration background.
-23913,2024-03-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.023,False,Supervisory alert generated after three consecutive threshold breaches.
-23914,2024-03-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.32,False,Humidity excursion near finishing booth during coating run.
-23915,2024-03-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.33,False,Sensor battery health remains nominal after firmware update.
-23916,2024-03-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,47.698,False,Hydraulic line pressure oscillation detected under load.
-23917,2024-03-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.924,False,Calibration check overdue by 11 days for press-line transducer.
-23918,2024-03-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.479,False,Ambient temperature stabilized after HVAC stage-two engagement.
-23919,2024-03-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.728,False,Dust extraction fan offline for 18 minutes on line finishing.
-23920,2024-03-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.603,False,Humidity readings track seasonal rise across late spring.
-23921,2024-03-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.313,False,Bearing temperature rising faster than baseline on spindle cell.
-23922,2024-03-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.404,False,Supervisory alert generated after three consecutive threshold breaches.
-23923,2024-03-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.977,False,Humidity excursion near finishing booth during coating run.
-23924,2024-03-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.959,False,Anomaly review flagged possible bearing wear progression.
-23925,2024-03-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.771,False,Humidity climbed during dock-door open period in afternoon shift.
-23926,2024-03-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.34,False,Telemetry quality flag downgraded during sensor self-test window.
-23927,2024-03-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.146,False,Machine idle period extended during planned sanitation window.
-23928,2024-03-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.301,False,Unbalanced load introduced cyclical pressure ripple.
-23929,2024-03-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.232,False,Transient outlier matched forklift impact near cabinet wall.
-23930,2024-03-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.993,False,Quality hold reduced finishing booth activity for one shift.
-23931,2024-03-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.93,False,Anomaly review flagged possible bearing wear progression.
-23932,2024-03-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.834,False,Night shift startup produced higher than normal vibration floor.
-23933,2024-03-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.365,False,Machine throughput increase drove sustained pressure uplift.
-23934,2024-03-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.572,False,Machine throughput increase drove sustained pressure uplift.
-23935,2024-03-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.177,False,Operator reset acknowledged after red-tag inspection.
-23936,2024-03-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.813,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23937,2024-03-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.579,False,Vibration harmonics broadened during extended production run.
-23938,2024-03-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.945,False,Machine idle period extended during planned sanitation window.
-23939,2024-03-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.403,False,Temperature variance narrowed after coolant nozzle cleaning.
-23940,2024-03-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.753,False,Thermal overshoot event coincided with recipe change on furnace.
-23941,2024-03-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.439,False,Sensor signal clipping observed during startup surge.
-23942,2024-03-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.112,False,Sensor 3 drift suspected after cross-check with manual gauge.
-23943,2024-03-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.593,False,Packaging line stop reduced adjacent vibration background.
-23944,2024-03-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.214,False,Vibration harmonics broadened during extended production run.
-23945,2024-03-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.599,False,Shift handoff note referenced unusual noise near press enclosure.
-23946,2024-03-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.783,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-23947,2024-03-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.754,False,Calibration check overdue by 11 days for press-line transducer.
-23948,2024-03-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.833,False,Humidity readings track seasonal rise across late spring.
-23949,2024-03-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.679,False,Sensor battery health remains nominal after firmware update.
-23950,2024-03-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.549,False,Dust extraction fan offline for 18 minutes on line finishing.
-23951,2024-03-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.852,False,Thermal overshoot event coincided with recipe change on furnace.
-23952,2024-03-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.959,False,Sensor battery health remains nominal after firmware update.
-23953,2024-03-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.119,False,Temperature variance narrowed after coolant nozzle cleaning.
-23954,2024-03-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.836,False,Dust extraction fan offline for 18 minutes on line finishing.
-23955,2024-03-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.911,False,Coolant loop adjustment reduced chamber temperature spread.
-23956,2024-03-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.817,False,Vibration burst exceeds envelope during tool change cycle.
-23957,2024-03-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.426,False,Supervisory alert generated after three consecutive threshold breaches.
-23958,2024-03-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.03,False,Humidity excursion near finishing booth during coating run.
-23959,2024-03-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.843,False,Sensor battery health remains nominal after firmware update.
-23960,2024-03-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.871,False,Temperature variance narrowed after coolant nozzle cleaning.
-23961,2024-03-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.052,False,Sensor enclosure opened for manual calibration verification.
-23962,2024-03-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.757,False,Humidity excursion near finishing booth during coating run.
-23963,2024-03-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.323,False,Dust extraction fan offline for 18 minutes on line finishing.
-23964,2024-03-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.178,False,Temporary gateway failover completed without data loss.
-23965,2024-03-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.622,False,Vibration burst exceeds envelope during tool change cycle.
-23966,2024-03-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.645,False,Operator reset acknowledged after red-tag inspection.
-23967,2024-03-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,Short-lived packet loss observed at edge gateway gw-02.
-23968,2024-03-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.215,False,Sensor signal clipping observed during startup surge.
-23969,2024-03-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.13,False,Telemetry quality flag downgraded during sensor self-test window.
-23970,2024-03-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.655,False,Calibration check overdue by 11 days for press-line transducer.
-23971,2024-03-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,9.501,False,Quality team requested trace review for lot 24-118B.
-23972,2024-03-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.509,False,Calibration check overdue by 11 days for press-line transducer.
-23973,2024-03-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Air handler maintenance reduced humidity variance on finishing line.
-23974,2024-03-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.288,False,Dust extraction fan offline for 18 minutes on line finishing.
-23975,2024-03-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.446,False,Shift handoff note referenced unusual noise near press enclosure.
-23976,2024-03-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.031,False,Condensation warning cleared after dehumidifier ramp-up.
-23977,2024-03-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.152,False,Pressure line purge completed before restart authorization.
-23978,2024-03-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.012,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23979,2024-03-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.899,False,Sensor signal clipping observed during startup surge.
-23980,2024-03-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.472,False,Maintenance crew confirmed lubrication interval was missed.
-23981,2024-03-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.166,False,Humidity readings track seasonal rise across late spring.
-23982,2024-03-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.388,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-23983,2024-03-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.547,False,Humidity climbed during dock-door open period in afternoon shift.
-23984,2024-03-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.568,False,Air handler maintenance reduced humidity variance on finishing line.
-23985,2024-03-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.598,False,Edge collector replayed buffered events after network recovery.
-23986,2024-03-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.196,False,Transient outlier matched forklift impact near cabinet wall.
-23987,2024-03-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.94,False,Temperature remained elevated during unscheduled overtime run.
-23988,2024-03-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.478,False,Maintenance scheduler deferred calibration due to spare shortage.
-23989,2024-03-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.674,False,Humidity climbed during dock-door open period in afternoon shift.
-23990,2024-03-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.653,False,Temperature remained elevated during unscheduled overtime run.
-23991,2024-03-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.058,False,Thermal ramp exceeded expected warmup curve before shift start.
-23992,2024-03-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.404,False,Thermal overshoot event coincided with recipe change on furnace.
-23993,2024-03-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.06,False,Thermal ramp exceeded expected warmup curve before shift start.
-23994,2024-03-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.19,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-23995,2024-03-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.417,False,Heat-treat furnace door cycling increased localized temperature spikes.
-23996,2024-03-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.47,False,Sensor enclosure opened for manual calibration verification.
-23997,2024-03-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.397,False,Vibration burst exceeds envelope during tool change cycle.
-23998,2024-03-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.348,False,Vibration baseline recovered after tool holder replacement.
-23999,2024-03-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.378,False,Operator reset acknowledged after red-tag inspection.
-24000,2024-03-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.938,False,Thermal overshoot event coincided with recipe change on furnace.
-24001,2024-03-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.052,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24002,2024-03-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.172,False,Reliability engineer tagged sample window for model retraining.
-24003,2024-03-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.778,False,Sensor signal clipping observed during startup surge.
-24004,2024-03-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.339,False,Sensor enclosure opened for manual calibration verification.
-24005,2024-03-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.55,False,Bearing temperature rising faster than baseline on spindle cell.
-24006,2024-03-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.68,False,Quality hold reduced finishing booth activity for one shift.
-24007,2024-03-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.768,False,Hydraulic line pressure oscillation detected under load.
-24008,2024-03-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.522,False,Machine throughput increase drove sustained pressure uplift.
-24009,2024-03-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.1,False,Packaging line stop reduced adjacent vibration background.
-24010,2024-03-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.203,False,Pressure settled back to nominal after valve reseat.
-24011,2024-03-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.109,False,Vibration baseline recovered after tool holder replacement.
-24012,2024-03-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.32,False,SCADA backfill inserted two delayed telemetry points.
-24013,2024-03-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.489,False,Sensor enclosure opened for manual calibration verification.
-24014,2024-03-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.566,False,Temperature variance narrowed after coolant nozzle cleaning.
-24015,2024-03-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.06,False,Hydraulic line pressure oscillation detected under load.
-24016,2024-03-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.149,False,Night shift startup produced higher than normal vibration floor.
-24017,2024-03-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.232,False,Vibration baseline recovered after tool holder replacement.
-24018,2024-03-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.628,False,Vibration baseline recovered after tool holder replacement.
-24019,2024-03-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.62,False,Unbalanced load introduced cyclical pressure ripple.
-24020,2024-03-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.238,False,Night shift startup produced higher than normal vibration floor.
-24021,2024-03-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.682,False,Hydraulic line pressure oscillation detected under load.
-24022,2024-03-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.276,False,Humidity readings track seasonal rise across late spring.
-24023,2024-03-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.569,False,Edge collector replayed buffered events after network recovery.
-24024,2024-03-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.651,False,Hydraulic line pressure oscillation detected under load.
-24025,2024-03-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.938,False,Vibration harmonics broadened during extended production run.
-24026,2024-03-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.697,False,Edge collector replayed buffered events after network recovery.
-24027,2024-03-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.872,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24028,2024-03-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.324,False,Maintenance crew confirmed lubrication interval was missed.
-24029,2024-03-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.747,False,Transient outlier matched forklift impact near cabinet wall.
-24030,2024-03-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.614,False,Air handler maintenance reduced humidity variance on finishing line.
-24031,2024-03-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.534,False,Unbalanced load introduced cyclical pressure ripple.
-24032,2024-03-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.852,False,Thermal ramp exceeded expected warmup curve before shift start.
-24033,2024-03-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.276,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24034,2024-03-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.709,False,Transient outlier matched forklift impact near cabinet wall.
-24035,2024-03-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.161,False,Sensor heartbeat delayed by one interval after gateway retry.
-24036,2024-03-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.462,False,Sensor enclosure opened for manual calibration verification.
-24037,2024-03-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.462,False,Edge collector replayed buffered events after network recovery.
-24038,2024-03-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.543,False,Humidity baseline improved after seal replacement.
-24039,2024-03-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.785,False,Reliability engineer tagged sample window for model retraining.
-24040,2024-03-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.799,False,Humidity readings track seasonal rise across late spring.
-24041,2024-03-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.592,False,Sensor battery health remains nominal after firmware update.
-24042,2024-03-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.326,False,Coolant loop adjustment reduced chamber temperature spread.
-24043,2024-03-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.073,False,Night shift startup produced higher than normal vibration floor.
-24044,2024-03-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.549,False,Telemetry quality flag downgraded during sensor self-test window.
-24045,2024-03-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.1,False,Coolant loop adjustment reduced chamber temperature spread.
-24046,2024-03-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.669,False,Warning threshold updated for pilot predictive-maintenance model.
-24047,2024-03-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.671,False,Hydraulic line pressure oscillation detected under load.
-24048,2024-03-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.931,False,Thermal ramp exceeded expected warmup curve before shift start.
-24049,2024-03-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Machine idle period extended during planned sanitation window.
-24050,2024-03-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.64,False,Pressure settled back to nominal after valve reseat.
-24051,2024-03-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.042,False,Air handler maintenance reduced humidity variance on finishing line.
-24052,2024-03-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.163,False,Humidity climbed during dock-door open period in afternoon shift.
-24053,2024-03-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.15,False,Sensor enclosure opened for manual calibration verification.
-24054,2024-03-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.918,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24055,2024-03-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.887,False,Telemetry quality flag downgraded during sensor self-test window.
-24056,2024-03-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.152,False,Pressure peak corresponds to oversized billet batch processing.
-24057,2024-03-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.959,False,Vibration harmonics broadened during extended production run.
-24058,2024-03-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.182,False,Humidity climbed during dock-door open period in afternoon shift.
-24059,2024-03-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.069,False,Shift handoff note referenced unusual noise near press enclosure.
-24060,2024-03-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.93,False,Coolant loop adjustment reduced chamber temperature spread.
-24061,2024-03-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.571,False,Operator reported intermittent chatter on machine CNC-04.
-24062,2024-03-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.598,False,Humidity climbed during dock-door open period in afternoon shift.
-24063,2024-03-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.608,False,Short-lived packet loss observed at edge gateway gw-02.
-24064,2024-03-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.217,False,Reliability engineer tagged sample window for model retraining.
-24065,2024-03-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Pressure settled back to nominal after valve reseat.
-24066,2024-03-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.212,False,Vibration burst exceeds envelope during tool change cycle.
-24067,2024-03-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.816,False,Vibration harmonics broadened during extended production run.
-24068,2024-03-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.119,False,Quality team requested trace review for lot 24-118B.
-24069,2024-03-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.077,False,Condensation warning cleared after dehumidifier ramp-up.
-24070,2024-03-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.815,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24071,2024-03-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.903,False,Transient outlier matched forklift impact near cabinet wall.
-24072,2024-03-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.17,False,Maintenance crew confirmed lubrication interval was missed.
-24073,2024-03-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24074,2024-03-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.059,False,Thermal ramp exceeded expected warmup curve before shift start.
-24075,2024-03-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.163,False,Sensor signal clipping observed during startup surge.
-24076,2024-03-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.235,False,Edge collector replayed buffered events after network recovery.
-24077,2024-03-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.981,False,Bearing temperature rising faster than baseline on spindle cell.
-24078,2024-03-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.838,False,Edge collector replayed buffered events after network recovery.
-24079,2024-03-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.483,False,Supervisory alert generated after three consecutive threshold breaches.
-24080,2024-03-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.762,False,Sensor enclosure opened for manual calibration verification.
-24081,2024-03-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.829,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24082,2024-03-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.961,False,Vibration baseline recovered after tool holder replacement.
-24083,2024-03-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.01,False,Pressure line purge completed before restart authorization.
-24084,2024-03-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.279,False,Night shift startup produced higher than normal vibration floor.
-24085,2024-03-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.256,False,Thermal overshoot event coincided with recipe change on furnace.
-24086,2024-03-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.205,False,Operator reported intermittent chatter on machine CNC-04.
-24087,2024-03-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.127,False,Quality hold reduced finishing booth activity for one shift.
-24088,2024-03-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.763,False,Maintenance note logged for coupling imbalance inspection.
-24089,2024-03-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.659,False,Dust extraction fan offline for 18 minutes on line finishing.
-24090,2024-03-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.18,False,Edge collector replayed buffered events after network recovery.
-24091,2024-03-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.448,False,Telemetry quality flag downgraded during sensor self-test window.
-24092,2024-03-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.16,False,Maintenance crew confirmed lubrication interval was missed.
-24093,2024-03-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.087,False,Shift handoff note referenced unusual noise near press enclosure.
-24094,2024-03-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.942,False,Reliability engineer tagged sample window for model retraining.
-24095,2024-03-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.922,False,Sensor battery health remains nominal after firmware update.
-24096,2024-03-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.943,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24097,2024-03-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.027,False,Maintenance note logged for coupling imbalance inspection.
-24098,2024-03-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.636,False,Vibration harmonics broadened during extended production run.
-24099,2024-03-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.525,False,Warning threshold updated for pilot predictive-maintenance model.
-24100,2024-03-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.963,False,Air handler maintenance reduced humidity variance on finishing line.
-24101,2024-03-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Temperature remained elevated during unscheduled overtime run.
-24102,2024-03-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.111,False,Quality team requested trace review for lot 24-118B.
-24103,2024-03-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.162,False,Temperature remained elevated during unscheduled overtime run.
-24104,2024-03-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.515,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24105,2024-03-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.62,False,Humidity excursion near finishing booth during coating run.
-24106,2024-03-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.474,False,Vibration burst exceeds envelope during tool change cycle.
-24107,2024-03-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.9,False,Packaging line stop reduced adjacent vibration background.
-24108,2024-03-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.881,False,Quality team requested trace review for lot 24-118B.
-24109,2024-03-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.074,False,Machine idle period extended during planned sanitation window.
-24110,2024-03-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.692,False,Reliability engineer tagged sample window for model retraining.
-24111,2024-03-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.485,False,Operator reported intermittent chatter on machine CNC-04.
-24112,2024-03-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.111,False,Operator reported intermittent chatter on machine CNC-04.
-24113,2024-03-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.632,False,Pressure settled back to nominal after valve reseat.
-24114,2024-03-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.134,False,Sensor battery health remains nominal after firmware update.
-24115,2024-03-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.001,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24116,2024-03-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.9,False,Warning threshold updated for pilot predictive-maintenance model.
-24117,2024-03-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.332,False,Machine throughput increase drove sustained pressure uplift.
-24118,2024-03-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.267,False,Night shift startup produced higher than normal vibration floor.
-24119,2024-03-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.401,False,Pressure settled back to nominal after valve reseat.
-24120,2024-03-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.55,False,Hydraulic line pressure oscillation detected under load.
-24121,2024-03-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.404,False,Maintenance note logged for coupling imbalance inspection.
-24122,2024-03-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.823,False,Temperature variance narrowed after coolant nozzle cleaning.
-24123,2024-03-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.157,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24124,2024-03-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.077,False,Pressure settled back to nominal after valve reseat.
-24125,2024-03-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.902,False,Operator reported intermittent chatter on machine CNC-04.
-24126,2024-03-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.284,False,Anomaly review flagged possible bearing wear progression.
-24127,2024-03-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.368,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24128,2024-03-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.767,False,Anomaly review flagged possible bearing wear progression.
-24129,2024-03-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Humidity excursion near finishing booth during coating run.
-24130,2024-03-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,82.855,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24131,2024-03-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.482,False,Maintenance crew confirmed lubrication interval was missed.
-24132,2024-03-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.409,False,Sensor battery health remains nominal after firmware update.
-24133,2024-03-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.334,False,Shift handoff note referenced unusual noise near press enclosure.
-24134,2024-03-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.51,False,Sensor enclosure opened for manual calibration verification.
-24135,2024-03-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.554,False,Condensation warning cleared after dehumidifier ramp-up.
-24136,2024-03-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.46,False,Dust extraction fan offline for 18 minutes on line finishing.
-24137,2024-03-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.37,False,Temporary gateway failover completed without data loss.
-24138,2024-03-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.695,False,Pressure line purge completed before restart authorization.
-24139,2024-03-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.023,False,Unbalanced load introduced cyclical pressure ripple.
-24140,2024-03-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.457,False,SCADA backfill inserted two delayed telemetry points.
-24141,2024-03-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.458,False,Packaging line stop reduced adjacent vibration background.
-24142,2024-03-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.669,False,Thermal ramp exceeded expected warmup curve before shift start.
-24143,2024-03-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.105,False,Vibration harmonics broadened during extended production run.
-24144,2024-03-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.381,False,Maintenance note logged for coupling imbalance inspection.
-24145,2024-03-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.113,False,Humidity baseline improved after seal replacement.
-24146,2024-03-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.694,False,Machine throughput increase drove sustained pressure uplift.
-24147,2024-03-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.098,False,Dust extraction fan offline for 18 minutes on line finishing.
-24148,2024-03-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.544,False,Telemetry quality flag downgraded during sensor self-test window.
-24149,2024-03-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.849,False,Vibration baseline recovered after tool holder replacement.
-24150,2024-03-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.436,False,Unbalanced load introduced cyclical pressure ripple.
-24151,2024-03-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Machine throughput increase drove sustained pressure uplift.
-24152,2024-03-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.989,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24153,2024-03-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.237,False,Telemetry quality flag downgraded during sensor self-test window.
-24154,2024-03-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.346,False,Operator reported intermittent chatter on machine CNC-04.
-24155,2024-03-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.746,False,Machine idle period extended during planned sanitation window.
-24156,2024-03-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.857,False,Operator reset acknowledged after red-tag inspection.
-24157,2024-03-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.465,False,Pressure line purge completed before restart authorization.
-24158,2024-03-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.66,False,Sensor signal clipping observed during startup surge.
-24159,2024-03-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.672,False,Maintenance scheduler deferred calibration due to spare shortage.
-24160,2024-03-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.823,False,Humidity climbed during dock-door open period in afternoon shift.
-24161,2024-03-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,Coolant loop adjustment reduced chamber temperature spread.
-24162,2024-03-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24163,2024-03-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Humidity readings track seasonal rise across late spring.
-24164,2024-03-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.626,False,Dust extraction fan offline for 18 minutes on line finishing.
-24165,2024-03-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.978,False,Warning threshold updated for pilot predictive-maintenance model.
-24166,2024-03-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.156,False,Maintenance note logged for coupling imbalance inspection.
-24167,2024-03-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.251,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24168,2024-03-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.804,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24169,2024-03-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Transient outlier matched forklift impact near cabinet wall.
-24170,2024-03-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.218,False,Pressure peak corresponds to oversized billet batch processing.
-24171,2024-03-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.708,False,Anomaly review flagged possible bearing wear progression.
-24172,2024-03-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.087,False,Temperature variance narrowed after coolant nozzle cleaning.
-24173,2024-03-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.433,False,Warning threshold updated for pilot predictive-maintenance model.
-24174,2024-03-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.292,False,Telemetry quality flag downgraded during sensor self-test window.
-24175,2024-03-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.707,False,SCADA backfill inserted two delayed telemetry points.
-24176,2024-03-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.229,False,Maintenance scheduler deferred calibration due to spare shortage.
-24177,2024-03-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.518,False,SCADA backfill inserted two delayed telemetry points.
-24178,2024-03-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.465,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24179,2024-03-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.418,False,Humidity climbed during dock-door open period in afternoon shift.
-24180,2024-03-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.26,False,Sensor battery health remains nominal after firmware update.
-24181,2024-03-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.457,False,Humidity excursion near finishing booth during coating run.
-24182,2024-03-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.885,False,Telemetry quality flag downgraded during sensor self-test window.
-24183,2024-03-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.743,False,Warning threshold updated for pilot predictive-maintenance model.
-24184,2024-03-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.285,False,Maintenance crew confirmed lubrication interval was missed.
-24185,2024-03-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.648,False,Packaging line stop reduced adjacent vibration background.
-24186,2024-03-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.206,False,Bearing temperature rising faster than baseline on spindle cell.
-24187,2024-03-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.385,False,Temporary gateway failover completed without data loss.
-24188,2024-03-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.394,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24189,2024-03-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.369,False,Condensation warning cleared after dehumidifier ramp-up.
-24190,2024-03-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.455,False,Bearing temperature rising faster than baseline on spindle cell.
-24191,2024-03-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.677,False,Temperature variance narrowed after coolant nozzle cleaning.
-24192,2024-03-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.88,False,Reliability engineer tagged sample window for model retraining.
-24193,2024-03-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.306,False,Bearing temperature rising faster than baseline on spindle cell.
-24194,2024-03-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.998,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24195,2024-03-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.659,False,Vibration baseline recovered after tool holder replacement.
-24196,2024-03-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.583,False,Humidity climbed during dock-door open period in afternoon shift.
-24197,2024-03-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.405,False,Quality hold reduced finishing booth activity for one shift.
-24198,2024-03-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.634,False,Machine idle period extended during planned sanitation window.
-24199,2024-03-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.681,False,Sensor battery health remains nominal after firmware update.
-24200,2024-03-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.769,False,Quality team requested trace review for lot 24-118B.
-24201,2024-03-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.221,False,Pressure peak corresponds to oversized billet batch processing.
-24202,2024-03-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.962,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24203,2024-03-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.313,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24204,2024-03-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.764,False,Thermal overshoot event coincided with recipe change on furnace.
-24205,2024-03-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.396,False,Operator reported intermittent chatter on machine CNC-04.
-24206,2024-03-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.481,False,Maintenance note logged for coupling imbalance inspection.
-24207,2024-03-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.147,False,Humidity climbed during dock-door open period in afternoon shift.
-24208,2024-03-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.888,False,Calibration check overdue by 11 days for press-line transducer.
-24209,2024-03-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.959,False,Vibration baseline recovered after tool holder replacement.
-24210,2024-03-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.498,False,Operator reset acknowledged after red-tag inspection.
-24211,2024-03-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.46,False,Pressure peak corresponds to oversized billet batch processing.
-24212,2024-03-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.003,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24213,2024-03-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.225,False,Dust extraction fan offline for 18 minutes on line finishing.
-24214,2024-03-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.792,False,Thermal ramp exceeded expected warmup curve before shift start.
-24215,2024-03-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.935,False,Quality hold reduced finishing booth activity for one shift.
-24216,2024-03-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.548,False,Pressure line purge completed before restart authorization.
-24217,2024-03-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.238,False,Condensation warning cleared after dehumidifier ramp-up.
-24218,2024-03-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.087,False,Supervisory alert generated after three consecutive threshold breaches.
-24219,2024-03-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.615,False,Condensation warning cleared after dehumidifier ramp-up.
-24220,2024-03-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.538,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24221,2024-03-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.106,False,Operator reported intermittent chatter on machine CNC-04.
-24222,2024-03-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.359,False,Air handler maintenance reduced humidity variance on finishing line.
-24223,2024-03-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.637,False,Quality team requested trace review for lot 24-118B.
-24224,2024-03-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,56.972,False,Edge collector replayed buffered events after network recovery.
-24225,2024-03-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.762,False,Anomaly review flagged possible bearing wear progression.
-24226,2024-03-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.667,False,Vibration harmonics broadened during extended production run.
-24227,2024-03-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.399,False,Short-lived packet loss observed at edge gateway gw-02.
-24228,2024-03-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.018,False,Humidity baseline improved after seal replacement.
-24229,2024-03-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.11,False,Maintenance scheduler deferred calibration due to spare shortage.
-24230,2024-03-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.068,False,SCADA backfill inserted two delayed telemetry points.
-24231,2024-03-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.5,False,Night shift startup produced higher than normal vibration floor.
-24232,2024-03-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.658,False,Unbalanced load introduced cyclical pressure ripple.
-24233,2024-03-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.897,False,Quality hold reduced finishing booth activity for one shift.
-24234,2024-03-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.768,False,Maintenance scheduler deferred calibration due to spare shortage.
-24235,2024-03-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.701,False,Quality hold reduced finishing booth activity for one shift.
-24236,2024-03-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.823,False,Bearing temperature rising faster than baseline on spindle cell.
-24237,2024-03-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.634,False,Short-lived packet loss observed at edge gateway gw-02.
-24238,2024-03-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.771,False,Telemetry quality flag downgraded during sensor self-test window.
-24239,2024-03-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.758,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24240,2024-03-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.338,False,Sensor enclosure opened for manual calibration verification.
-24241,2024-03-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.723,False,Coolant loop adjustment reduced chamber temperature spread.
-24242,2024-03-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.283,False,Sensor battery health remains nominal after firmware update.
-24243,2024-03-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.156,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24244,2024-03-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.918,False,Sensor signal clipping observed during startup surge.
-24245,2024-03-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.244,False,Maintenance crew confirmed lubrication interval was missed.
-24246,2024-03-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.411,False,Sensor signal clipping observed during startup surge.
-24247,2024-03-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Dust extraction fan offline for 18 minutes on line finishing.
-24248,2024-03-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.961,False,Sensor enclosure opened for manual calibration verification.
-24249,2024-03-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.923,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24250,2024-03-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.394,False,Coolant loop adjustment reduced chamber temperature spread.
-24251,2024-03-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24252,2024-03-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.091,False,Sensor enclosure opened for manual calibration verification.
-24253,2024-03-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.773,False,Sensor battery health remains nominal after firmware update.
-24254,2024-03-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.893,False,Anomaly review flagged possible bearing wear progression.
-24255,2024-03-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.774,False,Sensor heartbeat delayed by one interval after gateway retry.
-24256,2024-03-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.325,False,Humidity baseline improved after seal replacement.
-24257,2024-03-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.963,False,Sensor signal clipping observed during startup surge.
-24258,2024-03-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.896,False,Temperature remained elevated during unscheduled overtime run.
-24259,2024-03-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.256,False,Temporary gateway failover completed without data loss.
-24260,2024-03-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.292,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24261,2024-03-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.785,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24262,2024-03-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.7,False,Operator reported intermittent chatter on machine CNC-04.
-24263,2024-03-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.849,False,Press cycle dwell time lengthened during high-volume batch.
-24264,2024-03-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.835,False,Maintenance scheduler deferred calibration due to spare shortage.
-24265,2024-03-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.451,False,Humidity excursion near finishing booth during coating run.
-24266,2024-03-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.409,False,Pressure settled back to nominal after valve reseat.
-24267,2024-03-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.741,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24268,2024-03-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.337,False,Operator reset acknowledged after red-tag inspection.
-24269,2024-03-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.816,False,Thermal overshoot event coincided with recipe change on furnace.
-24270,2024-03-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.501,False,Humidity climbed during dock-door open period in afternoon shift.
-24271,2024-03-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.102,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24272,2024-03-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.903,False,Vibration burst exceeds envelope during tool change cycle.
-24273,2024-03-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.522,False,Operator reported intermittent chatter on machine CNC-04.
-24274,2024-03-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.405,False,Vibration harmonics broadened during extended production run.
-24275,2024-03-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.933,False,Supervisory alert generated after three consecutive threshold breaches.
-24276,2024-03-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.07,False,Shift handoff note referenced unusual noise near press enclosure.
-24277,2024-03-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.562,False,Operator reset acknowledged after red-tag inspection.
-24278,2024-03-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.728,False,Quality hold reduced finishing booth activity for one shift.
-24279,2024-03-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.558,False,Reliability engineer tagged sample window for model retraining.
-24280,2024-03-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.233,False,Press cycle dwell time lengthened during high-volume batch.
-24281,2024-03-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.153,False,Dust extraction fan offline for 18 minutes on line finishing.
-24282,2024-03-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.572,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24283,2024-03-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.396,False,Vibration burst exceeds envelope during tool change cycle.
-24284,2024-03-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.569,False,Temperature variance narrowed after coolant nozzle cleaning.
-24285,2024-03-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Bearing temperature rising faster than baseline on spindle cell.
-24286,2024-03-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.586,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24287,2024-03-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.469,False,Thermal overshoot event coincided with recipe change on furnace.
-24288,2024-03-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.098,False,Quality hold reduced finishing booth activity for one shift.
-24289,2024-03-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.144,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24290,2024-03-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.681,False,Pressure line purge completed before restart authorization.
-24291,2024-03-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.21,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24292,2024-03-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.405,False,Sensor heartbeat delayed by one interval after gateway retry.
-24293,2024-03-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Pressure settled back to nominal after valve reseat.
-24294,2024-03-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.868,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24295,2024-03-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.528,False,Anomaly review flagged possible bearing wear progression.
-24296,2024-03-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.566,False,Temperature remained elevated during unscheduled overtime run.
-24297,2024-03-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.908,False,Temperature variance narrowed after coolant nozzle cleaning.
-24298,2024-03-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.156,False,Night shift startup produced higher than normal vibration floor.
-24299,2024-03-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.918,False,Sensor signal clipping observed during startup surge.
-24300,2024-03-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.607,False,Telemetry quality flag downgraded during sensor self-test window.
-24301,2024-03-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.891,False,Short-lived packet loss observed at edge gateway gw-02.
-24302,2024-03-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.083,False,Calibration check overdue by 11 days for press-line transducer.
-24303,2024-03-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.864,False,Pressure peak corresponds to oversized billet batch processing.
-24304,2024-03-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.252,False,Unbalanced load introduced cyclical pressure ripple.
-24305,2024-03-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Vibration harmonics broadened during extended production run.
-24306,2024-03-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.156,False,Sensor battery health remains nominal after firmware update.
-24307,2024-03-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.99,False,Vibration harmonics broadened during extended production run.
-24308,2024-03-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.994,False,Humidity baseline improved after seal replacement.
-24309,2024-03-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Vibration burst exceeds envelope during tool change cycle.
-24310,2024-03-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.995,False,Hydraulic line pressure oscillation detected under load.
-24311,2024-03-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.966,False,Quality hold reduced finishing booth activity for one shift.
-24312,2024-03-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,52.002,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24313,2024-03-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.75,False,Night shift startup produced higher than normal vibration floor.
-24314,2024-03-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.5,False,Thermal ramp exceeded expected warmup curve before shift start.
-24315,2024-03-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.226,False,Shift handoff note referenced unusual noise near press enclosure.
-24316,2024-03-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.866,False,Unbalanced load introduced cyclical pressure ripple.
-24317,2024-03-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.874,False,Edge collector replayed buffered events after network recovery.
-24318,2024-03-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.075,False,Telemetry quality flag downgraded during sensor self-test window.
-24319,2024-03-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.034,False,Hydraulic line pressure oscillation detected under load.
-24320,2024-03-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.442,False,Vibration harmonics broadened during extended production run.
-24321,2024-03-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Edge collector replayed buffered events after network recovery.
-24322,2024-03-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.946,False,Maintenance crew confirmed lubrication interval was missed.
-24323,2024-03-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.155,False,Edge collector replayed buffered events after network recovery.
-24324,2024-03-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.307,False,Dust extraction fan offline for 18 minutes on line finishing.
-24325,2024-03-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.717,False,Shift handoff note referenced unusual noise near press enclosure.
-24326,2024-03-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.519,False,Pressure line purge completed before restart authorization.
-24327,2024-03-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.977,False,Thermal ramp exceeded expected warmup curve before shift start.
-24328,2024-03-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.712,False,Sensor battery health remains nominal after firmware update.
-24329,2024-03-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24330,2024-03-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.114,False,Shift handoff note referenced unusual noise near press enclosure.
-24331,2024-03-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.831,False,Condensation warning cleared after dehumidifier ramp-up.
-24332,2024-03-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.373,False,Condensation warning cleared after dehumidifier ramp-up.
-24333,2024-03-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Dust extraction fan offline for 18 minutes on line finishing.
-24334,2024-03-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.833,False,Thermal overshoot event coincided with recipe change on furnace.
-24335,2024-03-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.022,False,Dust extraction fan offline for 18 minutes on line finishing.
-24336,2024-03-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.759,False,Maintenance note logged for coupling imbalance inspection.
-24337,2024-03-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.654,False,Unbalanced load introduced cyclical pressure ripple.
-24338,2024-03-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.779,False,Telemetry quality flag downgraded during sensor self-test window.
-24339,2024-03-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Temporary gateway failover completed without data loss.
-24340,2024-03-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.571,False,Unbalanced load introduced cyclical pressure ripple.
-24341,2024-03-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.957,False,Quality team requested trace review for lot 24-118B.
-24342,2024-03-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.22,False,Sensor enclosure opened for manual calibration verification.
-24343,2024-03-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.652,False,Pressure settled back to nominal after valve reseat.
-24344,2024-03-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.954,False,Temporary gateway failover completed without data loss.
-24345,2024-03-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Sensor battery health remains nominal after firmware update.
-24346,2024-03-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.225,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24347,2024-03-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.953,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24348,2024-03-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.224,False,Dust extraction fan offline for 18 minutes on line finishing.
-24349,2024-03-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.087,False,Coolant loop adjustment reduced chamber temperature spread.
-24350,2024-03-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.4,False,Night shift startup produced higher than normal vibration floor.
-24351,2024-03-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.369,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24352,2024-03-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.193,False,Anomaly review flagged possible bearing wear progression.
-24353,2024-03-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Operator reported intermittent chatter on machine CNC-04.
-24354,2024-03-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.044,False,Temporary gateway failover completed without data loss.
-24355,2024-03-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.399,False,Vibration burst exceeds envelope during tool change cycle.
-24356,2024-03-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.186,False,Sensor battery health remains nominal after firmware update.
-24357,2024-03-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.957,False,Bearing temperature rising faster than baseline on spindle cell.
-24358,2024-03-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.661,False,Machine throughput increase drove sustained pressure uplift.
-24359,2024-03-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.688,False,Quality team requested trace review for lot 24-118B.
-24360,2024-03-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.992,False,Night shift startup produced higher than normal vibration floor.
-24361,2024-03-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Temperature variance narrowed after coolant nozzle cleaning.
-24362,2024-03-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.92,False,Operator reset acknowledged after red-tag inspection.
-24363,2024-03-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.41,False,Temperature variance narrowed after coolant nozzle cleaning.
-24364,2024-03-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.035,False,Operator reset acknowledged after red-tag inspection.
-24365,2024-03-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.401,False,Temperature variance narrowed after coolant nozzle cleaning.
-24366,2024-03-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.686,False,Condensation warning cleared after dehumidifier ramp-up.
-24367,2024-03-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.614,False,Sensor enclosure opened for manual calibration verification.
-24368,2024-03-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.012,False,Humidity excursion near finishing booth during coating run.
-24369,2024-03-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.951,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24370,2024-03-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.576,False,Maintenance scheduler deferred calibration due to spare shortage.
-24371,2024-03-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.021,False,Sensor enclosure opened for manual calibration verification.
-24372,2024-03-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.86,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24373,2024-03-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.177,False,Vibration harmonics broadened during extended production run.
-24374,2024-03-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.801,False,Hydraulic line pressure oscillation detected under load.
-24375,2024-03-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.893,False,Humidity baseline improved after seal replacement.
-24376,2024-03-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.755,False,Maintenance note logged for coupling imbalance inspection.
-24377,2024-03-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.222,False,Pressure peak corresponds to oversized billet batch processing.
-24378,2024-03-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.487,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24379,2024-03-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.753,False,Machine throughput increase drove sustained pressure uplift.
-24380,2024-03-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.659,False,Unbalanced load introduced cyclical pressure ripple.
-24381,2024-03-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.803,False,Operator reported intermittent chatter on machine CNC-04.
-24382,2024-03-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.181,False,Hydraulic line pressure oscillation detected under load.
-24383,2024-03-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.116,False,Air handler maintenance reduced humidity variance on finishing line.
-24384,2024-03-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.9,False,Temperature variance narrowed after coolant nozzle cleaning.
-24385,2024-03-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.919,False,Maintenance note logged for coupling imbalance inspection.
-24386,2024-03-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.705,False,Press cycle dwell time lengthened during high-volume batch.
-24387,2024-03-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.013,False,Vibration baseline recovered after tool holder replacement.
-24388,2024-03-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.318,False,Supervisory alert generated after three consecutive threshold breaches.
-24389,2024-03-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Vibration burst exceeds envelope during tool change cycle.
-24390,2024-03-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.778,False,Bearing temperature rising faster than baseline on spindle cell.
-24391,2024-03-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.608,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24392,2024-03-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.784,False,Operator reported intermittent chatter on machine CNC-04.
-24393,2024-03-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Operator reset acknowledged after red-tag inspection.
-24394,2024-03-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.744,False,Condensation warning cleared after dehumidifier ramp-up.
-24395,2024-03-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.471,False,Maintenance scheduler deferred calibration due to spare shortage.
-24396,2024-03-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.925,False,Temperature variance narrowed after coolant nozzle cleaning.
-24397,2024-03-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.71,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24398,2024-03-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.55,False,Telemetry quality flag downgraded during sensor self-test window.
-24399,2024-03-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.94,False,Humidity baseline improved after seal replacement.
-24400,2024-03-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.038,False,Thermal ramp exceeded expected warmup curve before shift start.
-24401,2024-03-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.8,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24402,2024-03-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.212,False,Humidity baseline improved after seal replacement.
-24403,2024-03-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.793,False,Pressure line purge completed before restart authorization.
-24404,2024-03-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.059,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24405,2024-03-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.544,False,Quality hold reduced finishing booth activity for one shift.
-24406,2024-03-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.575,False,Temporary gateway failover completed without data loss.
-24407,2024-03-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Sensor battery health remains nominal after firmware update.
-24408,2024-03-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.741,False,Humidity climbed during dock-door open period in afternoon shift.
-24409,2024-03-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.793,False,Shift handoff note referenced unusual noise near press enclosure.
-24410,2024-03-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.213,False,Dust extraction fan offline for 18 minutes on line finishing.
-24411,2024-03-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.225,False,Coolant loop adjustment reduced chamber temperature spread.
-24412,2024-03-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.291,False,Transient outlier matched forklift impact near cabinet wall.
-24413,2024-03-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.039,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24414,2024-03-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.707,False,Quality team requested trace review for lot 24-118B.
-24415,2024-03-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.08,False,Reliability engineer tagged sample window for model retraining.
-24416,2024-03-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.552,False,Telemetry quality flag downgraded during sensor self-test window.
-24417,2024-03-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.487,False,Humidity baseline improved after seal replacement.
-24418,2024-03-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.676,False,Maintenance note logged for coupling imbalance inspection.
-24419,2024-03-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.899,False,Machine throughput increase drove sustained pressure uplift.
-24420,2024-03-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.673,False,Shift handoff note referenced unusual noise near press enclosure.
-24421,2024-03-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.959,False,Humidity readings track seasonal rise across late spring.
-24422,2024-03-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.844,False,Air handler maintenance reduced humidity variance on finishing line.
-24423,2024-03-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.548,False,Temporary gateway failover completed without data loss.
-24424,2024-03-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.471,False,Unbalanced load introduced cyclical pressure ripple.
-24425,2024-03-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.357,False,Temperature remained elevated during unscheduled overtime run.
-24426,2024-03-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.445,False,Humidity climbed during dock-door open period in afternoon shift.
-24427,2024-03-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.557,False,Edge collector replayed buffered events after network recovery.
-24428,2024-03-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,58.547,False,Temperature remained elevated during unscheduled overtime run.
-24429,2024-03-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.651,False,Sensor signal clipping observed during startup surge.
-24430,2024-03-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.78,False,Vibration burst exceeds envelope during tool change cycle.
-24431,2024-03-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.372,False,Night shift startup produced higher than normal vibration floor.
-24432,2024-03-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.299,False,Thermal overshoot event coincided with recipe change on furnace.
-24433,2024-03-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.617,False,Reliability engineer tagged sample window for model retraining.
-24434,2024-03-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.723,False,Pressure settled back to nominal after valve reseat.
-24435,2024-03-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.386,False,Edge collector replayed buffered events after network recovery.
-24436,2024-03-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.157,False,Operator reset acknowledged after red-tag inspection.
-24437,2024-03-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.13,False,Air handler maintenance reduced humidity variance on finishing line.
-24438,2024-03-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.504,False,Transient outlier matched forklift impact near cabinet wall.
-24439,2024-03-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.797,False,Temperature variance narrowed after coolant nozzle cleaning.
-24440,2024-03-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.418,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24441,2024-03-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.462,False,Shift handoff note referenced unusual noise near press enclosure.
-24442,2024-03-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.66,False,Vibration baseline recovered after tool holder replacement.
-24443,2024-03-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.408,False,Operator reported intermittent chatter on machine CNC-04.
-24444,2024-03-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.808,False,Transient outlier matched forklift impact near cabinet wall.
-24445,2024-03-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.353,False,Humidity readings track seasonal rise across late spring.
-24446,2024-03-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.376,False,Supervisory alert generated after three consecutive threshold breaches.
-24447,2024-03-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.017,False,Temperature remained elevated during unscheduled overtime run.
-24448,2024-03-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.0,False,Sensor signal clipping observed during startup surge.
-24449,2024-03-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.189,False,Quality hold reduced finishing booth activity for one shift.
-24450,2024-03-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.143,False,Pressure peak corresponds to oversized billet batch processing.
-24451,2024-03-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.671,False,Edge collector replayed buffered events after network recovery.
-24452,2024-03-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.746,False,Thermal overshoot event coincided with recipe change on furnace.
-24453,2024-03-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.524,False,Shift handoff note referenced unusual noise near press enclosure.
-24454,2024-03-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.28,False,Maintenance crew confirmed lubrication interval was missed.
-24455,2024-03-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.846,False,Vibration harmonics broadened during extended production run.
-24456,2024-03-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.951,False,Short-lived packet loss observed at edge gateway gw-02.
-24457,2024-03-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Machine idle period extended during planned sanitation window.
-24458,2024-03-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.54,False,Unbalanced load introduced cyclical pressure ripple.
-24459,2024-03-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.966,False,Pressure line purge completed before restart authorization.
-24460,2024-03-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.96,False,Coolant loop adjustment reduced chamber temperature spread.
-24461,2024-03-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.053,False,Maintenance scheduler deferred calibration due to spare shortage.
-24462,2024-03-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.664,False,Anomaly review flagged possible bearing wear progression.
-24463,2024-03-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.8,False,Night shift startup produced higher than normal vibration floor.
-24464,2024-03-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.09,False,Supervisory alert generated after three consecutive threshold breaches.
-24465,2024-03-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.796,False,Operator reset acknowledged after red-tag inspection.
-24466,2024-03-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.22,False,Temperature variance narrowed after coolant nozzle cleaning.
-24467,2024-03-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.319,False,Temperature variance narrowed after coolant nozzle cleaning.
-24468,2024-03-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.101,False,Transient outlier matched forklift impact near cabinet wall.
-24469,2024-03-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.596,False,Pressure line purge completed before restart authorization.
-24470,2024-03-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.395,False,Air handler maintenance reduced humidity variance on finishing line.
-24471,2024-03-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.59,False,Vibration harmonics broadened during extended production run.
-24472,2024-03-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.504,False,Sensor signal clipping observed during startup surge.
-24473,2024-03-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.736,False,Thermal overshoot event coincided with recipe change on furnace.
-24474,2024-03-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.208,False,Shift handoff note referenced unusual noise near press enclosure.
-24475,2024-03-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.198,False,Temperature variance narrowed after coolant nozzle cleaning.
-24476,2024-03-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.137,False,Pressure line purge completed before restart authorization.
-24477,2024-03-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.387,False,Pressure line purge completed before restart authorization.
-24478,2024-03-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.507,False,Pressure peak corresponds to oversized billet batch processing.
-24479,2024-03-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.346,False,Pressure settled back to nominal after valve reseat.
-24480,2024-03-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.987,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24481,2024-03-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.358,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24482,2024-03-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.878,False,Condensation warning cleared after dehumidifier ramp-up.
-24483,2024-03-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.679,False,Condensation warning cleared after dehumidifier ramp-up.
-24484,2024-03-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.667,False,Pressure peak corresponds to oversized billet batch processing.
-24485,2024-03-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.776,False,Sensor enclosure opened for manual calibration verification.
-24486,2024-03-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.468,False,Temperature variance narrowed after coolant nozzle cleaning.
-24487,2024-03-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.685,False,Short-lived packet loss observed at edge gateway gw-02.
-24488,2024-03-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.541,False,Thermal overshoot event coincided with recipe change on furnace.
-24489,2024-03-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.995,False,Warning threshold updated for pilot predictive-maintenance model.
-24490,2024-03-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.74,False,Pressure line purge completed before restart authorization.
-24491,2024-03-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.495,False,Quality hold reduced finishing booth activity for one shift.
-24492,2024-03-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.16,False,Maintenance crew confirmed lubrication interval was missed.
-24493,2024-03-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.276,False,Temperature remained elevated during unscheduled overtime run.
-24494,2024-03-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.389,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24495,2024-03-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.91,False,Pressure peak corresponds to oversized billet batch processing.
-24496,2024-03-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.573,False,Telemetry quality flag downgraded during sensor self-test window.
-24497,2024-03-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.328,False,Machine throughput increase drove sustained pressure uplift.
-24498,2024-03-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.778,False,Warning threshold updated for pilot predictive-maintenance model.
-24499,2024-03-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.612,False,Pressure peak corresponds to oversized billet batch processing.
-24500,2024-03-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.704,False,Machine idle period extended during planned sanitation window.
-24501,2024-03-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Sensor enclosure opened for manual calibration verification.
-24502,2024-03-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.517,False,Vibration harmonics broadened during extended production run.
-24503,2024-03-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.953,False,Machine idle period extended during planned sanitation window.
-24504,2024-03-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.408,False,Sensor signal clipping observed during startup surge.
-24505,2024-03-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.581,False,Shift handoff note referenced unusual noise near press enclosure.
-24506,2024-03-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.278,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24507,2024-03-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.652,False,Humidity readings track seasonal rise across late spring.
-24508,2024-03-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.317,False,Sensor signal clipping observed during startup surge.
-24509,2024-03-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.025,False,Air handler maintenance reduced humidity variance on finishing line.
-24510,2024-03-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.466,False,Warning threshold updated for pilot predictive-maintenance model.
-24511,2024-03-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.235,False,Pressure settled back to nominal after valve reseat.
-24512,2024-03-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.175,False,Sensor signal clipping observed during startup surge.
-24513,2024-03-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Sensor heartbeat delayed by one interval after gateway retry.
-24514,2024-03-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.951,False,Calibration check overdue by 11 days for press-line transducer.
-24515,2024-03-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24516,2024-03-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.559,False,Reliability engineer tagged sample window for model retraining.
-24517,2024-03-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.208,False,Humidity climbed during dock-door open period in afternoon shift.
-24518,2024-03-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.093,False,Sensor enclosure opened for manual calibration verification.
-24519,2024-03-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.075,False,Sensor battery health remains nominal after firmware update.
-24520,2024-03-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.405,False,Hydraulic line pressure oscillation detected under load.
-24521,2024-03-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.571,False,Supervisory alert generated after three consecutive threshold breaches.
-24522,2024-03-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.259,False,Temporary gateway failover completed without data loss.
-24523,2024-03-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.914,False,Operator reset acknowledged after red-tag inspection.
-24524,2024-03-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.778,False,Reliability engineer tagged sample window for model retraining.
-24525,2024-03-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.476,False,Maintenance scheduler deferred calibration due to spare shortage.
-24526,2024-03-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.514,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24527,2024-03-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.701,False,Sensor enclosure opened for manual calibration verification.
-24528,2024-03-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.328,False,Hydraulic line pressure oscillation detected under load.
-24529,2024-03-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.007,False,Coolant loop adjustment reduced chamber temperature spread.
-24530,2024-03-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.771,False,Shift handoff note referenced unusual noise near press enclosure.
-24531,2024-03-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.955,False,Telemetry quality flag downgraded during sensor self-test window.
-24532,2024-03-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.729,False,Reliability engineer tagged sample window for model retraining.
-24533,2024-03-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.145,False,Maintenance note logged for coupling imbalance inspection.
-24534,2024-03-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.253,False,Press cycle dwell time lengthened during high-volume batch.
-24535,2024-03-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.39,False,Thermal overshoot event coincided with recipe change on furnace.
-24536,2024-03-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.997,False,Thermal overshoot event coincided with recipe change on furnace.
-24537,2024-03-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.365,False,Bearing temperature rising faster than baseline on spindle cell.
-24538,2024-03-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.125,False,Temperature variance narrowed after coolant nozzle cleaning.
-24539,2024-03-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.65,False,Temporary gateway failover completed without data loss.
-24540,2024-03-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.897,False,Machine idle period extended during planned sanitation window.
-24541,2024-03-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.053,False,Temperature remained elevated during unscheduled overtime run.
-24542,2024-03-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.771,False,Warning threshold updated for pilot predictive-maintenance model.
-24543,2024-03-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.532,False,Packaging line stop reduced adjacent vibration background.
-24544,2024-03-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.551,False,Machine idle period extended during planned sanitation window.
-24545,2024-03-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,SCADA backfill inserted two delayed telemetry points.
-24546,2024-03-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.137,False,Maintenance note logged for coupling imbalance inspection.
-24547,2024-03-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.267,False,Thermal overshoot event coincided with recipe change on furnace.
-24548,2024-03-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.197,False,Temperature remained elevated during unscheduled overtime run.
-24549,2024-03-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.286,False,Pressure settled back to nominal after valve reseat.
-24550,2024-03-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.958,False,Bearing temperature rising faster than baseline on spindle cell.
-24551,2024-03-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.412,False,Temperature remained elevated during unscheduled overtime run.
-24552,2024-03-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.866,False,Quality team requested trace review for lot 24-118B.
-24553,2024-03-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.923,False,Dust extraction fan offline for 18 minutes on line finishing.
-24554,2024-03-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.957,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24555,2024-03-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.84,False,Calibration check overdue by 11 days for press-line transducer.
-24556,2024-03-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.295,False,Vibration burst exceeds envelope during tool change cycle.
-24557,2024-03-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.444,False,Vibration baseline recovered after tool holder replacement.
-24558,2024-03-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.556,False,Quality team requested trace review for lot 24-118B.
-24559,2024-03-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.522,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24560,2024-03-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.495,False,Humidity climbed during dock-door open period in afternoon shift.
-24561,2024-03-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.251,False,Machine idle period extended during planned sanitation window.
-24562,2024-03-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.731,False,Reliability engineer tagged sample window for model retraining.
-24563,2024-03-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.974,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24564,2024-03-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.451,False,Telemetry quality flag downgraded during sensor self-test window.
-24565,2024-03-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.918,False,Sensor heartbeat delayed by one interval after gateway retry.
-24566,2024-03-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.717,False,Edge collector replayed buffered events after network recovery.
-24567,2024-03-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Pressure settled back to nominal after valve reseat.
-24568,2024-03-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.758,False,Machine idle period extended during planned sanitation window.
-24569,2024-03-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.137,False,Temperature remained elevated during unscheduled overtime run.
-24570,2024-03-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.708,False,Maintenance scheduler deferred calibration due to spare shortage.
-24571,2024-03-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.683,False,Thermal overshoot event coincided with recipe change on furnace.
-24572,2024-03-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.241,False,Vibration harmonics broadened during extended production run.
-24573,2024-03-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.231,False,Machine idle period extended during planned sanitation window.
-24574,2024-03-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.634,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24575,2024-03-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.572,False,Transient outlier matched forklift impact near cabinet wall.
-24576,2024-03-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.358,False,Thermal ramp exceeded expected warmup curve before shift start.
-24577,2024-03-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.601,False,Vibration harmonics broadened during extended production run.
-24578,2024-03-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.887,False,Thermal overshoot event coincided with recipe change on furnace.
-24579,2024-03-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.326,False,Packaging line stop reduced adjacent vibration background.
-24580,2024-03-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.665,False,Pressure line purge completed before restart authorization.
-24581,2024-03-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.063,False,Telemetry quality flag downgraded during sensor self-test window.
-24582,2024-03-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.818,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24583,2024-03-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.293,False,Packaging line stop reduced adjacent vibration background.
-24584,2024-03-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.658,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24585,2024-03-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.618,False,Vibration harmonics broadened during extended production run.
-24586,2024-03-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.655,False,Press cycle dwell time lengthened during high-volume batch.
-24587,2024-03-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.307,False,SCADA backfill inserted two delayed telemetry points.
-24588,2024-03-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.36,False,Pressure peak corresponds to oversized billet batch processing.
-24589,2024-03-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.538,False,Quality hold reduced finishing booth activity for one shift.
-24590,2024-03-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.741,False,Pressure peak corresponds to oversized billet batch processing.
-24591,2024-03-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.176,False,Machine throughput increase drove sustained pressure uplift.
-24592,2024-03-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.111,False,Maintenance crew confirmed lubrication interval was missed.
-24593,2024-03-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.001,False,Coolant loop adjustment reduced chamber temperature spread.
-24594,2024-03-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.738,False,Humidity excursion near finishing booth during coating run.
-24595,2024-03-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.705,False,Press cycle dwell time lengthened during high-volume batch.
-24596,2024-03-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.536,False,Vibration baseline recovered after tool holder replacement.
-24597,2024-03-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.8,False,Calibration check overdue by 11 days for press-line transducer.
-24598,2024-03-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.816,False,Calibration check overdue by 11 days for press-line transducer.
-24599,2024-03-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.29,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24600,2024-03-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.813,False,Calibration check overdue by 11 days for press-line transducer.
-24601,2024-03-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.32,False,Thermal ramp exceeded expected warmup curve before shift start.
-24602,2024-03-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.368,False,Operator reset acknowledged after red-tag inspection.
-24603,2024-03-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.237,False,Temporary gateway failover completed without data loss.
-24604,2024-03-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.553,False,Coolant loop adjustment reduced chamber temperature spread.
-24605,2024-03-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Short-lived packet loss observed at edge gateway gw-02.
-24606,2024-03-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.387,False,Pressure settled back to nominal after valve reseat.
-24607,2024-03-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.955,False,Pressure line purge completed before restart authorization.
-24608,2024-03-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.316,False,Quality hold reduced finishing booth activity for one shift.
-24609,2024-03-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.966,False,Packaging line stop reduced adjacent vibration background.
-24610,2024-03-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.51,False,Pressure settled back to nominal after valve reseat.
-24611,2024-03-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.071,False,Warning threshold updated for pilot predictive-maintenance model.
-24612,2024-03-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.42,False,Air handler maintenance reduced humidity variance on finishing line.
-24613,2024-03-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.746,False,Vibration harmonics broadened during extended production run.
-24614,2024-03-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.861,False,Vibration harmonics broadened during extended production run.
-24615,2024-03-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.525,False,Thermal overshoot event coincided with recipe change on furnace.
-24616,2024-03-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.098,False,Temperature variance narrowed after coolant nozzle cleaning.
-24617,2024-03-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.035,False,SCADA backfill inserted two delayed telemetry points.
-24618,2024-03-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.521,False,Humidity readings track seasonal rise across late spring.
-24619,2024-03-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.252,False,Edge collector replayed buffered events after network recovery.
-24620,2024-03-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.045,False,Pressure line purge completed before restart authorization.
-24621,2024-03-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.316,False,Hydraulic line pressure oscillation detected under load.
-24622,2024-03-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.298,False,Maintenance note logged for coupling imbalance inspection.
-24623,2024-03-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Thermal overshoot event coincided with recipe change on furnace.
-24624,2024-03-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.31,False,Anomaly review flagged possible bearing wear progression.
-24625,2024-03-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.207,False,Night shift startup produced higher than normal vibration floor.
-24626,2024-03-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.117,False,Shift handoff note referenced unusual noise near press enclosure.
-24627,2024-03-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.947,False,Operator reported intermittent chatter on machine CNC-04.
-24628,2024-03-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.652,False,Vibration burst exceeds envelope during tool change cycle.
-24629,2024-03-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.445,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24630,2024-03-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.619,False,Sensor enclosure opened for manual calibration verification.
-24631,2024-03-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.098,False,Quality team requested trace review for lot 24-118B.
-24632,2024-03-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.894,False,Maintenance note logged for coupling imbalance inspection.
-24633,2024-03-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.639,False,Temperature remained elevated during unscheduled overtime run.
-24634,2024-03-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.831,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24635,2024-03-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.151,False,Thermal overshoot event coincided with recipe change on furnace.
-24636,2024-03-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.328,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24637,2024-03-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.837,False,Maintenance crew confirmed lubrication interval was missed.
-24638,2024-03-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.234,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24639,2024-03-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.224,False,Thermal ramp exceeded expected warmup curve before shift start.
-24640,2024-03-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.691,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24641,2024-03-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.305,False,Press cycle dwell time lengthened during high-volume batch.
-24642,2024-03-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.057,False,Humidity readings track seasonal rise across late spring.
-24643,2024-03-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.242,False,Machine throughput increase drove sustained pressure uplift.
-24644,2024-03-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.834,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24645,2024-03-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.763,False,Short-lived packet loss observed at edge gateway gw-02.
-24646,2024-03-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,55.115,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24647,2024-03-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.969,False,Dust extraction fan offline for 18 minutes on line finishing.
-24648,2024-03-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.006,False,Pressure settled back to nominal after valve reseat.
-24649,2024-03-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.298,False,Vibration burst exceeds envelope during tool change cycle.
-24650,2024-03-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.869,False,Pressure settled back to nominal after valve reseat.
-24651,2024-03-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.471,False,Vibration baseline recovered after tool holder replacement.
-24652,2024-03-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.73,False,Packaging line stop reduced adjacent vibration background.
-24653,2024-03-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.311,False,Pressure peak corresponds to oversized billet batch processing.
-24654,2024-03-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.902,False,Shift handoff note referenced unusual noise near press enclosure.
-24655,2024-03-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.25,False,Maintenance scheduler deferred calibration due to spare shortage.
-24656,2024-03-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.636,False,Sensor signal clipping observed during startup surge.
-24657,2024-03-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.03,False,Pressure peak corresponds to oversized billet batch processing.
-24658,2024-03-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.146,False,Quality hold reduced finishing booth activity for one shift.
-24659,2024-03-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.328,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24660,2024-03-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.19,False,Humidity climbed during dock-door open period in afternoon shift.
-24661,2024-03-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.043,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24662,2024-03-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.235,False,Quality team requested trace review for lot 24-118B.
-24663,2024-03-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.199,False,Packaging line stop reduced adjacent vibration background.
-24664,2024-03-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.928,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24665,2024-03-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.54,False,Telemetry quality flag downgraded during sensor self-test window.
-24666,2024-03-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.28,False,Thermal ramp exceeded expected warmup curve before shift start.
-24667,2024-03-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.792,False,Temperature remained elevated during unscheduled overtime run.
-24668,2024-03-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.4,False,Dust extraction fan offline for 18 minutes on line finishing.
-24669,2024-03-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.335,False,Packaging line stop reduced adjacent vibration background.
-24670,2024-03-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.841,False,Calibration check overdue by 11 days for press-line transducer.
-24671,2024-03-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.729,False,Dust extraction fan offline for 18 minutes on line finishing.
-24672,2024-03-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.108,False,Transient outlier matched forklift impact near cabinet wall.
-24673,2024-03-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.648,False,Thermal ramp exceeded expected warmup curve before shift start.
-24674,2024-03-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.717,False,Short-lived packet loss observed at edge gateway gw-02.
-24675,2024-03-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.039,False,Edge collector replayed buffered events after network recovery.
-24676,2024-03-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.104,False,Calibration check overdue by 11 days for press-line transducer.
-24677,2024-03-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24678,2024-03-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.65,False,Edge collector replayed buffered events after network recovery.
-24679,2024-03-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.008,False,Short-lived packet loss observed at edge gateway gw-02.
-24680,2024-03-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.461,False,Bearing temperature rising faster than baseline on spindle cell.
-24681,2024-03-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.364,False,Sensor signal clipping observed during startup surge.
-24682,2024-03-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.409,False,Pressure line purge completed before restart authorization.
-24683,2024-03-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.793,False,Shift handoff note referenced unusual noise near press enclosure.
-24684,2024-03-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.004,False,Machine throughput increase drove sustained pressure uplift.
-24685,2024-03-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.166,False,Maintenance note logged for coupling imbalance inspection.
-24686,2024-03-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.038,False,Packaging line stop reduced adjacent vibration background.
-24687,2024-03-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.67,False,Humidity readings track seasonal rise across late spring.
-24688,2024-03-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.898,False,Shift handoff note referenced unusual noise near press enclosure.
-24689,2024-03-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.182,False,Humidity readings track seasonal rise across late spring.
-24690,2024-03-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.44,False,Humidity baseline improved after seal replacement.
-24691,2024-03-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.88,False,Humidity excursion near finishing booth during coating run.
-24692,2024-03-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.084,False,Maintenance scheduler deferred calibration due to spare shortage.
-24693,2024-03-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24694,2024-03-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.673,False,Humidity baseline improved after seal replacement.
-24695,2024-03-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.92,False,Quality hold reduced finishing booth activity for one shift.
-24696,2024-03-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.31,False,Sensor battery health remains nominal after firmware update.
-24697,2024-03-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.626,False,Warning threshold updated for pilot predictive-maintenance model.
-24698,2024-03-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,56.661,False,Calibration check overdue by 11 days for press-line transducer.
-24699,2024-03-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.639,False,Bearing temperature rising faster than baseline on spindle cell.
-24700,2024-03-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.797,False,Night shift startup produced higher than normal vibration floor.
-24701,2024-03-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.617,False,Maintenance scheduler deferred calibration due to spare shortage.
-24702,2024-03-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.325,False,Reliability engineer tagged sample window for model retraining.
-24703,2024-03-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.825,False,Dust extraction fan offline for 18 minutes on line finishing.
-24704,2024-03-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.133,False,Packaging line stop reduced adjacent vibration background.
-24705,2024-03-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Supervisory alert generated after three consecutive threshold breaches.
-24706,2024-03-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.033,False,Condensation warning cleared after dehumidifier ramp-up.
-24707,2024-03-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Condensation warning cleared after dehumidifier ramp-up.
-24708,2024-03-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.259,False,Maintenance scheduler deferred calibration due to spare shortage.
-24709,2024-03-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.61,False,Short-lived packet loss observed at edge gateway gw-02.
-24710,2024-03-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.94,False,SCADA backfill inserted two delayed telemetry points.
-24711,2024-03-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.257,False,Humidity baseline improved after seal replacement.
-24712,2024-03-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.911,False,Condensation warning cleared after dehumidifier ramp-up.
-24713,2024-03-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.218,False,Operator reported intermittent chatter on machine CNC-04.
-24714,2024-03-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.314,False,Operator reset acknowledged after red-tag inspection.
-24715,2024-03-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.644,False,Edge collector replayed buffered events after network recovery.
-24716,2024-03-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.92,False,Dust extraction fan offline for 18 minutes on line finishing.
-24717,2024-03-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.102,False,Packaging line stop reduced adjacent vibration background.
-24718,2024-03-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.456,False,Air handler maintenance reduced humidity variance on finishing line.
-24719,2024-03-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.642,False,Short-lived packet loss observed at edge gateway gw-02.
-24720,2024-03-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.322,False,Humidity climbed during dock-door open period in afternoon shift.
-24721,2024-03-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.892,False,Warning threshold updated for pilot predictive-maintenance model.
-24722,2024-03-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.376,False,Temporary gateway failover completed without data loss.
-24723,2024-03-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.422,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24724,2024-03-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.133,False,Warning threshold updated for pilot predictive-maintenance model.
-24725,2024-03-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.423,False,Reliability engineer tagged sample window for model retraining.
-24726,2024-03-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.263,False,Dust extraction fan offline for 18 minutes on line finishing.
-24727,2024-03-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.427,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24728,2024-03-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.207,False,Maintenance crew confirmed lubrication interval was missed.
-24729,2024-03-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.378,False,Packaging line stop reduced adjacent vibration background.
-24730,2024-03-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.044,False,Maintenance note logged for coupling imbalance inspection.
-24731,2024-03-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.378,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24732,2024-03-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.355,False,Thermal ramp exceeded expected warmup curve before shift start.
-24733,2024-03-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.445,False,Short-lived packet loss observed at edge gateway gw-02.
-24734,2024-03-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.936,False,Humidity baseline improved after seal replacement.
-24735,2024-03-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24736,2024-03-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.399,False,Sensor signal clipping observed during startup surge.
-24737,2024-03-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.103,False,Short-lived packet loss observed at edge gateway gw-02.
-24738,2024-03-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.921,False,Coolant loop adjustment reduced chamber temperature spread.
-24739,2024-03-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.823,False,Supervisory alert generated after three consecutive threshold breaches.
-24740,2024-03-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.976,False,Vibration harmonics broadened during extended production run.
-24741,2024-03-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.898,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24742,2024-03-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.705,False,Maintenance scheduler deferred calibration due to spare shortage.
-24743,2024-03-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.704,False,Warning threshold updated for pilot predictive-maintenance model.
-24744,2024-03-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.459,False,Sensor battery health remains nominal after firmware update.
-24745,2024-03-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.214,False,Humidity readings track seasonal rise across late spring.
-24746,2024-03-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.096,False,Humidity excursion near finishing booth during coating run.
-24747,2024-03-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.329,False,Short-lived packet loss observed at edge gateway gw-02.
-24748,2024-03-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.766,False,Supervisory alert generated after three consecutive threshold breaches.
-24749,2024-03-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.598,False,Thermal ramp exceeded expected warmup curve before shift start.
-24750,2024-03-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.989,False,Pressure line purge completed before restart authorization.
-24751,2024-03-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.984,False,Hydraulic line pressure oscillation detected under load.
-24752,2024-03-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.822,False,Vibration harmonics broadened during extended production run.
-24753,2024-03-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,SCADA backfill inserted two delayed telemetry points.
-24754,2024-03-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.439,False,Telemetry quality flag downgraded during sensor self-test window.
-24755,2024-03-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.577,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24756,2024-03-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.782,False,Calibration check overdue by 11 days for press-line transducer.
-24757,2024-03-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.101,False,Short-lived packet loss observed at edge gateway gw-02.
-24758,2024-03-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.566,False,Vibration harmonics broadened during extended production run.
-24759,2024-03-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.209,False,Bearing temperature rising faster than baseline on spindle cell.
-24760,2024-03-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.041,False,Packaging line stop reduced adjacent vibration background.
-24761,2024-03-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.061,False,Temporary gateway failover completed without data loss.
-24762,2024-03-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.109,False,Hydraulic line pressure oscillation detected under load.
-24763,2024-03-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.89,False,Temporary gateway failover completed without data loss.
-24764,2024-03-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.471,False,Operator reported intermittent chatter on machine CNC-04.
-24765,2024-03-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.158,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24766,2024-03-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.875,False,Quality hold reduced finishing booth activity for one shift.
-24767,2024-03-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.978,False,Maintenance crew confirmed lubrication interval was missed.
-24768,2024-03-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.224,False,Calibration check overdue by 11 days for press-line transducer.
-24769,2024-03-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.385,False,Coolant loop adjustment reduced chamber temperature spread.
-24770,2024-03-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.17,False,SCADA backfill inserted two delayed telemetry points.
-24771,2024-03-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,6.957,False,Warning threshold updated for pilot predictive-maintenance model.
-24772,2024-03-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.495,False,Pressure peak corresponds to oversized billet batch processing.
-24773,2024-03-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.915,False,Warning threshold updated for pilot predictive-maintenance model.
-24774,2024-03-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.792,False,Unbalanced load introduced cyclical pressure ripple.
-24775,2024-03-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.891,False,Operator reset acknowledged after red-tag inspection.
-24776,2024-03-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.212,False,Sensor signal clipping observed during startup surge.
-24777,2024-03-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.151,False,Quality team requested trace review for lot 24-118B.
-24778,2024-03-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.214,False,Reliability engineer tagged sample window for model retraining.
-24779,2024-03-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.649,False,Packaging line stop reduced adjacent vibration background.
-24780,2024-03-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.457,False,Night shift startup produced higher than normal vibration floor.
-24781,2024-03-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.457,False,Hydraulic line pressure oscillation detected under load.
-24782,2024-03-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.171,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24783,2024-03-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.729,False,Vibration burst exceeds envelope during tool change cycle.
-24784,2024-03-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.932,False,Machine throughput increase drove sustained pressure uplift.
-24785,2024-03-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.986,False,Night shift startup produced higher than normal vibration floor.
-24786,2024-03-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.099,False,Warning threshold updated for pilot predictive-maintenance model.
-24787,2024-03-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.07,False,Pressure line purge completed before restart authorization.
-24788,2024-03-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.414,False,Air handler maintenance reduced humidity variance on finishing line.
-24789,2024-03-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.358,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24790,2024-03-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.6,False,Reliability engineer tagged sample window for model retraining.
-24791,2024-03-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.765,False,Transient outlier matched forklift impact near cabinet wall.
-24792,2024-03-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.954,False,Vibration burst exceeds envelope during tool change cycle.
-24793,2024-03-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.188,False,Hydraulic line pressure oscillation detected under load.
-24794,2024-03-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.431,False,Sensor enclosure opened for manual calibration verification.
-24795,2024-03-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,6.893,False,Night shift startup produced higher than normal vibration floor.
-24796,2024-03-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.381,False,Hydraulic line pressure oscillation detected under load.
-24797,2024-03-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.849,False,Unbalanced load introduced cyclical pressure ripple.
-24798,2024-03-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.382,False,Operator reported intermittent chatter on machine CNC-04.
-24799,2024-03-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.39,False,Temperature variance narrowed after coolant nozzle cleaning.
-24800,2024-03-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.576,False,Anomaly review flagged possible bearing wear progression.
-24801,2024-03-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.226,False,Warning threshold updated for pilot predictive-maintenance model.
-24802,2024-03-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.245,False,Packaging line stop reduced adjacent vibration background.
-24803,2024-03-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.452,False,Reliability engineer tagged sample window for model retraining.
-24804,2024-03-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.737,False,Shift handoff note referenced unusual noise near press enclosure.
-24805,2024-03-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Edge collector replayed buffered events after network recovery.
-24806,2024-03-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.575,False,Temporary gateway failover completed without data loss.
-24807,2024-03-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.761,False,Thermal overshoot event coincided with recipe change on furnace.
-24808,2024-03-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.928,False,Transient outlier matched forklift impact near cabinet wall.
-24809,2024-03-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.519,False,SCADA backfill inserted two delayed telemetry points.
-24810,2024-03-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.577,False,Maintenance scheduler deferred calibration due to spare shortage.
-24811,2024-03-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.43,False,Pressure line purge completed before restart authorization.
-24812,2024-03-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.176,False,Press cycle dwell time lengthened during high-volume batch.
-24813,2024-03-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.871,False,Humidity baseline improved after seal replacement.
-24814,2024-03-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.783,False,Reliability engineer tagged sample window for model retraining.
-24815,2024-03-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.934,False,Edge collector replayed buffered events after network recovery.
-24816,2024-03-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.126,False,Anomaly review flagged possible bearing wear progression.
-24817,2024-03-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.649,False,Thermal ramp exceeded expected warmup curve before shift start.
-24818,2024-03-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.94,False,Edge collector replayed buffered events after network recovery.
-24819,2024-03-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.955,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24820,2024-03-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.23,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24821,2024-03-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.355,False,Sensor heartbeat delayed by one interval after gateway retry.
-24822,2024-03-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.447,False,Transient outlier matched forklift impact near cabinet wall.
-24823,2024-03-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.65,False,Packaging line stop reduced adjacent vibration background.
-24824,2024-03-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.213,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24825,2024-03-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.879,False,Operator reset acknowledged after red-tag inspection.
-24826,2024-03-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.795,False,Supervisory alert generated after three consecutive threshold breaches.
-24827,2024-03-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.353,False,Temperature variance narrowed after coolant nozzle cleaning.
-24828,2024-03-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.159,False,Condensation warning cleared after dehumidifier ramp-up.
-24829,2024-03-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.979,False,Edge collector replayed buffered events after network recovery.
-24830,2024-03-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.796,False,Condensation warning cleared after dehumidifier ramp-up.
-24831,2024-03-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.191,False,Bearing temperature rising faster than baseline on spindle cell.
-24832,2024-03-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.422,False,Supervisory alert generated after three consecutive threshold breaches.
-24833,2024-03-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.281,False,Temperature remained elevated during unscheduled overtime run.
-24834,2024-03-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.064,False,Quality team requested trace review for lot 24-118B.
-24835,2024-03-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.978,False,Humidity climbed during dock-door open period in afternoon shift.
-24836,2024-03-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.186,False,Edge collector replayed buffered events after network recovery.
-24837,2024-03-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.213,False,Thermal overshoot event coincided with recipe change on furnace.
-24838,2024-03-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.163,False,Maintenance scheduler deferred calibration due to spare shortage.
-24839,2024-03-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.907,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24840,2024-03-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.821,False,Vibration baseline recovered after tool holder replacement.
-24841,2024-03-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.632,False,Temperature variance narrowed after coolant nozzle cleaning.
-24842,2024-03-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.355,False,Vibration burst exceeds envelope during tool change cycle.
-24843,2024-03-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.573,False,Maintenance scheduler deferred calibration due to spare shortage.
-24844,2024-03-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.148,False,Packaging line stop reduced adjacent vibration background.
-24845,2024-03-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.775,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24846,2024-03-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.947,False,Sensor battery health remains nominal after firmware update.
-24847,2024-03-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.445,False,Packaging line stop reduced adjacent vibration background.
-24848,2024-03-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.552,False,Sensor battery health remains nominal after firmware update.
-24849,2024-03-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.763,False,Temperature variance narrowed after coolant nozzle cleaning.
-24850,2024-03-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.325,False,Night shift startup produced higher than normal vibration floor.
-24851,2024-03-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.564,False,Humidity baseline improved after seal replacement.
-24852,2024-03-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.588,False,Packaging line stop reduced adjacent vibration background.
-24853,2024-03-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.932,False,Unbalanced load introduced cyclical pressure ripple.
-24854,2024-03-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.161,False,Edge collector replayed buffered events after network recovery.
-24855,2024-03-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.196,False,Pressure settled back to nominal after valve reseat.
-24856,2024-03-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.627,False,Humidity climbed during dock-door open period in afternoon shift.
-24857,2024-03-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.347,False,Machine idle period extended during planned sanitation window.
-24858,2024-03-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.401,False,Sensor battery health remains nominal after firmware update.
-24859,2024-03-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.496,False,Quality hold reduced finishing booth activity for one shift.
-24860,2024-03-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.866,False,Sensor heartbeat delayed by one interval after gateway retry.
-24861,2024-03-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.366,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24862,2024-03-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.455,False,Vibration baseline recovered after tool holder replacement.
-24863,2024-03-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.967,False,Sensor signal clipping observed during startup surge.
-24864,2024-03-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.94,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24865,2024-03-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.641,False,Sensor signal clipping observed during startup surge.
-24866,2024-03-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.485,False,Machine idle period extended during planned sanitation window.
-24867,2024-03-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.821,False,Vibration harmonics broadened during extended production run.
-24868,2024-03-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.271,False,Warning threshold updated for pilot predictive-maintenance model.
-24869,2024-03-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.525,False,Maintenance note logged for coupling imbalance inspection.
-24870,2024-03-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.384,False,Machine idle period extended during planned sanitation window.
-24871,2024-03-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.629,False,Hydraulic line pressure oscillation detected under load.
-24872,2024-03-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.851,False,Thermal overshoot event coincided with recipe change on furnace.
-24873,2024-03-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.184,False,Supervisory alert generated after three consecutive threshold breaches.
-24874,2024-03-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.114,False,Humidity readings track seasonal rise across late spring.
-24875,2024-03-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.614,False,Sensor battery health remains nominal after firmware update.
-24876,2024-03-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.973,False,SCADA backfill inserted two delayed telemetry points.
-24877,2024-03-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.894,False,Vibration harmonics broadened during extended production run.
-24878,2024-03-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.792,False,Calibration check overdue by 11 days for press-line transducer.
-24879,2024-03-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.675,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24880,2024-03-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.802,False,Sensor signal clipping observed during startup surge.
-24881,2024-03-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.675,False,Warning threshold updated for pilot predictive-maintenance model.
-24882,2024-03-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.092,False,Anomaly review flagged possible bearing wear progression.
-24883,2024-03-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.984,False,Shift handoff note referenced unusual noise near press enclosure.
-24884,2024-03-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.752,False,Shift handoff note referenced unusual noise near press enclosure.
-24885,2024-03-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.671,False,Bearing temperature rising faster than baseline on spindle cell.
-24886,2024-03-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.254,False,Transient outlier matched forklift impact near cabinet wall.
-24887,2024-03-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.281,False,Short-lived packet loss observed at edge gateway gw-02.
-24888,2024-03-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.988,False,Maintenance note logged for coupling imbalance inspection.
-24889,2024-03-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.135,False,Machine throughput increase drove sustained pressure uplift.
-24890,2024-03-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.931,False,Humidity baseline improved after seal replacement.
-24891,2024-03-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.034,False,Sensor signal clipping observed during startup surge.
-24892,2024-03-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.185,False,SCADA backfill inserted two delayed telemetry points.
-24893,2024-03-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.334,False,Dust extraction fan offline for 18 minutes on line finishing.
-24894,2024-03-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.238,False,Telemetry quality flag downgraded during sensor self-test window.
-24895,2024-03-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.461,False,Transient outlier matched forklift impact near cabinet wall.
-24896,2024-03-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.61,False,Transient outlier matched forklift impact near cabinet wall.
-24897,2024-03-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.529,False,SCADA backfill inserted two delayed telemetry points.
-24898,2024-03-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.652,False,Shift handoff note referenced unusual noise near press enclosure.
-24899,2024-03-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.429,False,Sensor battery health remains nominal after firmware update.
-24900,2024-03-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.329,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24901,2024-03-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.298,False,Unbalanced load introduced cyclical pressure ripple.
-24902,2024-03-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.179,False,Maintenance crew confirmed lubrication interval was missed.
-24903,2024-03-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.511,False,Quality team requested trace review for lot 24-118B.
-24904,2024-03-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.847,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24905,2024-03-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.599,False,Pressure settled back to nominal after valve reseat.
-24906,2024-03-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.609,False,Calibration check overdue by 11 days for press-line transducer.
-24907,2024-03-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.122,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-24908,2024-03-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.2,False,Humidity baseline improved after seal replacement.
-24909,2024-03-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.357,False,Sensor signal clipping observed during startup surge.
-24910,2024-03-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.381,False,Humidity baseline improved after seal replacement.
-24911,2024-03-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.715,False,Machine idle period extended during planned sanitation window.
-24912,2024-03-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.462,False,Vibration burst exceeds envelope during tool change cycle.
-24913,2024-03-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.806,False,Night shift startup produced higher than normal vibration floor.
-24914,2024-03-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.337,False,Humidity readings track seasonal rise across late spring.
-24915,2024-03-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.615,False,Quality hold reduced finishing booth activity for one shift.
-24916,2024-03-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.773,False,Compressed air fluctuation introduced pressure noise for two cycles.
-24917,2024-03-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.979,False,Pressure peak corresponds to oversized billet batch processing.
-24918,2024-03-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.536,False,Maintenance note logged for coupling imbalance inspection.
-24919,2024-03-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.87,False,Thermal ramp exceeded expected warmup curve before shift start.
-24920,2024-03-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.704,False,Thermal overshoot event coincided with recipe change on furnace.
-24921,2024-03-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.018,False,Pressure line purge completed before restart authorization.
-24922,2024-03-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.31,False,Humidity climbed during dock-door open period in afternoon shift.
-24923,2024-03-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.17,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24924,2024-03-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.738,False,Bearing temperature rising faster than baseline on spindle cell.
-24925,2024-03-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.809,False,Quality hold reduced finishing booth activity for one shift.
-24926,2024-03-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.639,False,Quality team requested trace review for lot 24-118B.
-24927,2024-03-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.44,False,Pressure settled back to nominal after valve reseat.
-24928,2024-03-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.933,False,Temporary gateway failover completed without data loss.
-24929,2024-03-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.139,False,Maintenance note logged for coupling imbalance inspection.
-24930,2024-03-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.106,False,Humidity readings track seasonal rise across late spring.
-24931,2024-03-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.188,False,Vibration burst exceeds envelope during tool change cycle.
-24932,2024-03-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.148,False,Night shift startup produced higher than normal vibration floor.
-24933,2024-03-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.123,False,Unbalanced load introduced cyclical pressure ripple.
-24934,2024-03-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.387,False,Thermal overshoot event coincided with recipe change on furnace.
-24935,2024-03-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.327,False,SCADA backfill inserted two delayed telemetry points.
-24936,2024-03-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.293,False,Calibration check overdue by 11 days for press-line transducer.
-24937,2024-03-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.773,False,Humidity readings track seasonal rise across late spring.
-24938,2024-03-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.788,False,Temperature variance narrowed after coolant nozzle cleaning.
-24939,2024-03-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.827,False,Anomaly review flagged possible bearing wear progression.
-24940,2024-03-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.27,False,Condensation warning cleared after dehumidifier ramp-up.
-24941,2024-03-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.752,False,Bearing temperature rising faster than baseline on spindle cell.
-24942,2024-03-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.907,False,Operator reset acknowledged after red-tag inspection.
-24943,2024-03-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.382,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24944,2024-03-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.924,False,Temporary gateway failover completed without data loss.
-24945,2024-03-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Hydraulic line pressure oscillation detected under load.
-24946,2024-03-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.701,False,Supervisory alert generated after three consecutive threshold breaches.
-24947,2024-03-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Edge collector replayed buffered events after network recovery.
-24948,2024-03-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.813,False,Temperature variance narrowed after coolant nozzle cleaning.
-24949,2024-03-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.352,False,Ambient temperature stabilized after HVAC stage-two engagement.
-24950,2024-03-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.613,False,Maintenance crew confirmed lubrication interval was missed.
-24951,2024-03-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.23,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24952,2024-03-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.548,False,Machine throughput increase drove sustained pressure uplift.
-24953,2024-03-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.035,False,Calibration check overdue by 11 days for press-line transducer.
-24954,2024-03-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.671,False,Quality hold reduced finishing booth activity for one shift.
-24955,2024-03-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.635,False,Machine idle period extended during planned sanitation window.
-24956,2024-03-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.444,False,Machine throughput increase drove sustained pressure uplift.
-24957,2024-03-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.625,False,Humidity readings track seasonal rise across late spring.
-24958,2024-03-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.719,False,Calibration check overdue by 11 days for press-line transducer.
-24959,2024-03-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.384,False,Humidity baseline improved after seal replacement.
-24960,2024-03-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.735,False,Sensor signal clipping observed during startup surge.
-24961,2024-03-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.874,False,Short-lived packet loss observed at edge gateway gw-02.
-24962,2024-03-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.323,False,Humidity baseline improved after seal replacement.
-24963,2024-03-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.84,False,Pressure line purge completed before restart authorization.
-24964,2024-03-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.476,False,Anomaly review flagged possible bearing wear progression.
-24965,2024-03-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.017,False,Heat-treat furnace door cycling increased localized temperature spikes.
-24966,2024-03-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.257,False,Thermal ramp exceeded expected warmup curve before shift start.
-24967,2024-03-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.683,False,Humidity baseline improved after seal replacement.
-24968,2024-03-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.692,False,Supervisory alert generated after three consecutive threshold breaches.
-24969,2024-03-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.857,False,Machine throughput increase drove sustained pressure uplift.
-24970,2024-03-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.466,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24971,2024-03-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-24972,2024-03-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.398,False,Coolant loop adjustment reduced chamber temperature spread.
-24973,2024-03-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.738,False,Machine throughput increase drove sustained pressure uplift.
-24974,2024-03-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.426,False,Supervisory alert generated after three consecutive threshold breaches.
-24975,2024-03-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.721,False,Operator reset acknowledged after red-tag inspection.
-24976,2024-03-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.162,False,Condensation warning cleared after dehumidifier ramp-up.
-24977,2024-03-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.334,False,Vibration harmonics broadened during extended production run.
-24978,2024-03-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.658,False,SCADA backfill inserted two delayed telemetry points.
-24979,2024-03-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.502,False,Maintenance note logged for coupling imbalance inspection.
-24980,2024-03-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.119,False,Sensor enclosure opened for manual calibration verification.
-24981,2024-03-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.586,False,Packaging line stop reduced adjacent vibration background.
-24982,2024-03-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.056,False,Humidity excursion near finishing booth during coating run.
-24983,2024-03-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.404,False,Vibration burst exceeds envelope during tool change cycle.
-24984,2024-03-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.476,False,Condensation warning cleared after dehumidifier ramp-up.
-24985,2024-03-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.769,False,SCADA backfill inserted two delayed telemetry points.
-24986,2024-03-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.659,False,Telemetry quality flag downgraded during sensor self-test window.
-24987,2024-03-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.263,False,Maintenance scheduler deferred calibration due to spare shortage.
-24988,2024-03-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.425,False,Reliability engineer tagged sample window for model retraining.
-24989,2024-03-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Maintenance note logged for coupling imbalance inspection.
-24990,2024-03-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.291,False,Quality team requested trace review for lot 24-118B.
-24991,2024-03-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.548,False,Vibration burst exceeds envelope during tool change cycle.
-24992,2024-03-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.369,False,Sensor 3 drift suspected after cross-check with manual gauge.
-24993,2024-03-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24994,2024-03-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.745,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-24995,2024-03-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.881,False,Dust extraction fan offline for 18 minutes on line finishing.
-24996,2024-03-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.399,False,Sensor enclosure opened for manual calibration verification.
-24997,2024-03-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.89,False,Shift handoff note referenced unusual noise near press enclosure.
-24998,2024-03-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.586,False,Humidity climbed during dock-door open period in afternoon shift.
-24999,2024-03-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.9,False,Short-lived packet loss observed at edge gateway gw-02.
-25000,2024-03-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.376,False,Short-lived packet loss observed at edge gateway gw-02.
-25001,2024-03-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.573,False,Quality team requested trace review for lot 24-118B.
-25002,2024-03-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,57.889,False,Reliability engineer tagged sample window for model retraining.
-25003,2024-03-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.336,False,SCADA backfill inserted two delayed telemetry points.
-25004,2024-03-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.288,False,Vibration baseline recovered after tool holder replacement.
-25005,2024-03-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,Reliability engineer tagged sample window for model retraining.
-25006,2024-03-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.279,False,Calibration check overdue by 11 days for press-line transducer.
-25007,2024-03-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.356,False,Reliability engineer tagged sample window for model retraining.
-25008,2024-03-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.76,False,Short-lived packet loss observed at edge gateway gw-02.
-25009,2024-03-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.973,False,Operator reported intermittent chatter on machine CNC-04.
-25010,2024-03-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.204,False,Maintenance crew confirmed lubrication interval was missed.
-25011,2024-03-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.967,False,Maintenance note logged for coupling imbalance inspection.
-25012,2024-03-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.552,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25013,2024-03-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.251,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25014,2024-03-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.065,False,Operator reset acknowledged after red-tag inspection.
-25015,2024-03-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.349,False,Quality hold reduced finishing booth activity for one shift.
-25016,2024-03-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.789,False,Pressure peak corresponds to oversized billet batch processing.
-25017,2024-03-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.186,False,Maintenance note logged for coupling imbalance inspection.
-25018,2024-03-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.957,False,Pressure line purge completed before restart authorization.
-25019,2024-03-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.207,False,Thermal ramp exceeded expected warmup curve before shift start.
-25020,2024-03-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.492,False,Short-lived packet loss observed at edge gateway gw-02.
-25021,2024-03-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.549,False,Press cycle dwell time lengthened during high-volume batch.
-25022,2024-03-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.359,False,Transient outlier matched forklift impact near cabinet wall.
-25023,2024-03-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.564,False,Vibration harmonics broadened during extended production run.
-25024,2024-03-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.021,False,Air handler maintenance reduced humidity variance on finishing line.
-25025,2024-03-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.909,False,Anomaly review flagged possible bearing wear progression.
-25026,2024-03-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.139,False,Machine throughput increase drove sustained pressure uplift.
-25027,2024-03-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.051,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25028,2024-03-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.536,False,Edge collector replayed buffered events after network recovery.
-25029,2024-03-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.295,False,Maintenance crew confirmed lubrication interval was missed.
-25030,2024-03-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.645,False,Vibration harmonics broadened during extended production run.
-25031,2024-03-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.898,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25032,2024-03-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.6,False,SCADA backfill inserted two delayed telemetry points.
-25033,2024-03-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.395,False,Vibration burst exceeds envelope during tool change cycle.
-25034,2024-03-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.492,False,Operator reported intermittent chatter on machine CNC-04.
-25035,2024-03-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.481,False,Temperature variance narrowed after coolant nozzle cleaning.
-25036,2024-03-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.57,False,Sensor battery health remains nominal after firmware update.
-25037,2024-03-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.899,False,Unbalanced load introduced cyclical pressure ripple.
-25038,2024-03-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.15,False,Sensor signal clipping observed during startup surge.
-25039,2024-03-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.495,False,Supervisory alert generated after three consecutive threshold breaches.
-25040,2024-03-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.099,False,Humidity excursion near finishing booth during coating run.
-25041,2024-03-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.485,False,Operator reported intermittent chatter on machine CNC-04.
-25042,2024-03-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.621,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25043,2024-03-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.91,False,Bearing temperature rising faster than baseline on spindle cell.
-25044,2024-03-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.553,False,Sensor enclosure opened for manual calibration verification.
-25045,2024-03-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.322,False,Maintenance note logged for coupling imbalance inspection.
-25046,2024-03-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.887,False,Quality team requested trace review for lot 24-118B.
-25047,2024-03-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.515,False,Unbalanced load introduced cyclical pressure ripple.
-25048,2024-03-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.565,False,Warning threshold updated for pilot predictive-maintenance model.
-25049,2024-03-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.538,False,Vibration baseline recovered after tool holder replacement.
-25050,2024-03-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.757,False,Condensation warning cleared after dehumidifier ramp-up.
-25051,2024-03-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.602,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25052,2024-03-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.112,False,Hydraulic line pressure oscillation detected under load.
-25053,2024-03-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.18,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25054,2024-03-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.678,False,Vibration harmonics broadened during extended production run.
-25055,2024-03-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Dust extraction fan offline for 18 minutes on line finishing.
-25056,2024-03-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.491,False,Thermal overshoot event coincided with recipe change on furnace.
-25057,2024-03-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.039,False,Operator reset acknowledged after red-tag inspection.
-25058,2024-03-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.119,False,Machine throughput increase drove sustained pressure uplift.
-25059,2024-03-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.055,False,Quality hold reduced finishing booth activity for one shift.
-25060,2024-03-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.857,False,Operator reset acknowledged after red-tag inspection.
-25061,2024-03-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.455,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25062,2024-03-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,60.623,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25063,2024-03-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.324,False,Temperature variance narrowed after coolant nozzle cleaning.
-25064,2024-03-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.473,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25065,2024-03-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.346,False,Coolant loop adjustment reduced chamber temperature spread.
-25066,2024-03-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.385,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25067,2024-03-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.949,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25068,2024-03-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.632,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25069,2024-03-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.451,False,Quality hold reduced finishing booth activity for one shift.
-25070,2024-03-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.043,False,Vibration harmonics broadened during extended production run.
-25071,2024-03-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.117,False,Humidity climbed during dock-door open period in afternoon shift.
-25072,2024-03-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.673,False,Reliability engineer tagged sample window for model retraining.
-25073,2024-03-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.174,False,Supervisory alert generated after three consecutive threshold breaches.
-25074,2024-03-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.694,False,Telemetry quality flag downgraded during sensor self-test window.
-25075,2024-03-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.508,False,Anomaly review flagged possible bearing wear progression.
-25076,2024-03-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.915,False,Temperature variance narrowed after coolant nozzle cleaning.
-25077,2024-03-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.758,False,Air handler maintenance reduced humidity variance on finishing line.
-25078,2024-03-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.431,False,Thermal ramp exceeded expected warmup curve before shift start.
-25079,2024-03-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.382,False,Condensation warning cleared after dehumidifier ramp-up.
-25080,2024-03-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.732,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25081,2024-03-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.736,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25082,2024-03-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.936,False,Humidity readings track seasonal rise across late spring.
-25083,2024-03-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.442,False,Shift handoff note referenced unusual noise near press enclosure.
-25084,2024-03-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.576,False,Edge collector replayed buffered events after network recovery.
-25085,2024-03-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.621,False,Temporary gateway failover completed without data loss.
-25086,2024-03-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.215,False,Temperature variance narrowed after coolant nozzle cleaning.
-25087,2024-03-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.388,False,Pressure line purge completed before restart authorization.
-25088,2024-03-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25089,2024-03-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.111,False,Telemetry quality flag downgraded during sensor self-test window.
-25090,2024-03-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.86,False,Vibration baseline recovered after tool holder replacement.
-25091,2024-03-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.817,False,Maintenance note logged for coupling imbalance inspection.
-25092,2024-03-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.018,False,Dust extraction fan offline for 18 minutes on line finishing.
-25093,2024-03-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.081,False,Sensor enclosure opened for manual calibration verification.
-25094,2024-03-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.464,False,Bearing temperature rising faster than baseline on spindle cell.
-25095,2024-03-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.366,False,Machine idle period extended during planned sanitation window.
-25096,2024-03-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.322,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25097,2024-03-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.075,False,Pressure peak corresponds to oversized billet batch processing.
-25098,2024-03-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.013,False,Humidity baseline improved after seal replacement.
-25099,2024-03-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.059,False,Pressure peak corresponds to oversized billet batch processing.
-25100,2024-03-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.524,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25101,2024-03-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.35,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25102,2024-03-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.208,False,Dust extraction fan offline for 18 minutes on line finishing.
-25103,2024-03-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.162,False,Maintenance scheduler deferred calibration due to spare shortage.
-25104,2024-03-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.227,False,Dust extraction fan offline for 18 minutes on line finishing.
-25105,2024-03-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.926,False,Air handler maintenance reduced humidity variance on finishing line.
-25106,2024-03-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.749,False,Coolant loop adjustment reduced chamber temperature spread.
-25107,2024-03-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.791,False,Thermal overshoot event coincided with recipe change on furnace.
-25108,2024-03-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,45.29,False,Warning threshold updated for pilot predictive-maintenance model.
-25109,2024-03-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.12,False,Maintenance note logged for coupling imbalance inspection.
-25110,2024-03-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.538,False,Supervisory alert generated after three consecutive threshold breaches.
-25111,2024-03-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.461,False,Transient outlier matched forklift impact near cabinet wall.
-25112,2024-03-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.414,False,SCADA backfill inserted two delayed telemetry points.
-25113,2024-03-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Operator reset acknowledged after red-tag inspection.
-25114,2024-03-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.703,False,Night shift startup produced higher than normal vibration floor.
-25115,2024-03-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.342,False,Quality hold reduced finishing booth activity for one shift.
-25116,2024-03-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.257,False,Vibration burst exceeds envelope during tool change cycle.
-25117,2024-03-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.327,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25118,2024-03-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.412,False,Supervisory alert generated after three consecutive threshold breaches.
-25119,2024-03-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.883,False,Quality hold reduced finishing booth activity for one shift.
-25120,2024-03-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.169,False,Temperature remained elevated during unscheduled overtime run.
-25121,2024-03-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.325,False,Short-lived packet loss observed at edge gateway gw-02.
-25122,2024-03-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.634,False,Supervisory alert generated after three consecutive threshold breaches.
-25123,2024-03-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.426,False,Bearing temperature rising faster than baseline on spindle cell.
-25124,2024-03-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.325,False,Short-lived packet loss observed at edge gateway gw-02.
-25125,2024-03-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.625,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25126,2024-03-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.227,False,Air handler maintenance reduced humidity variance on finishing line.
-25127,2024-03-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.384,False,Temperature remained elevated during unscheduled overtime run.
-25128,2024-03-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.819,False,Humidity excursion near finishing booth during coating run.
-25129,2024-03-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.199,False,Transient outlier matched forklift impact near cabinet wall.
-25130,2024-03-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.549,False,Reliability engineer tagged sample window for model retraining.
-25131,2024-03-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.509,False,Anomaly review flagged possible bearing wear progression.
-25132,2024-03-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.342,False,Sensor signal clipping observed during startup surge.
-25133,2024-03-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.418,False,Dust extraction fan offline for 18 minutes on line finishing.
-25134,2024-03-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.433,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25135,2024-03-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.718,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25136,2024-03-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.004,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25137,2024-03-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.195,False,Machine idle period extended during planned sanitation window.
-25138,2024-03-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.535,False,Pressure line purge completed before restart authorization.
-25139,2024-03-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.589,False,Reliability engineer tagged sample window for model retraining.
-25140,2024-03-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.869,False,Temporary gateway failover completed without data loss.
-25141,2024-03-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.919,False,Unbalanced load introduced cyclical pressure ripple.
-25142,2024-03-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.707,False,Condensation warning cleared after dehumidifier ramp-up.
-25143,2024-03-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.794,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25144,2024-03-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.168,False,Temperature remained elevated during unscheduled overtime run.
-25145,2024-03-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Anomaly review flagged possible bearing wear progression.
-25146,2024-03-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.527,False,Packaging line stop reduced adjacent vibration background.
-25147,2024-03-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.388,False,Humidity readings track seasonal rise across late spring.
-25148,2024-03-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.497,False,Supervisory alert generated after three consecutive threshold breaches.
-25149,2024-03-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.459,False,Edge collector replayed buffered events after network recovery.
-25150,2024-03-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.702,False,Machine throughput increase drove sustained pressure uplift.
-25151,2024-03-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.507,False,Quality team requested trace review for lot 24-118B.
-25152,2024-03-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.061,False,Edge collector replayed buffered events after network recovery.
-25153,2024-03-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.952,False,Dust extraction fan offline for 18 minutes on line finishing.
-25154,2024-03-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.074,False,Humidity baseline improved after seal replacement.
-25155,2024-03-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.202,False,Machine throughput increase drove sustained pressure uplift.
-25156,2024-03-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.519,False,Temperature remained elevated during unscheduled overtime run.
-25157,2024-03-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.71,False,Sensor battery health remains nominal after firmware update.
-25158,2024-03-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.155,False,Humidity baseline improved after seal replacement.
-25159,2024-03-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.165,False,Press cycle dwell time lengthened during high-volume batch.
-25160,2024-03-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.992,False,Quality team requested trace review for lot 24-118B.
-25161,2024-03-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.43,False,Vibration harmonics broadened during extended production run.
-25162,2024-03-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.304,False,Sensor enclosure opened for manual calibration verification.
-25163,2024-03-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.344,False,Vibration harmonics broadened during extended production run.
-25164,2024-03-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.73,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25165,2024-03-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.432,False,Thermal ramp exceeded expected warmup curve before shift start.
-25166,2024-03-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.808,False,Pressure line purge completed before restart authorization.
-25167,2024-03-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,Temperature remained elevated during unscheduled overtime run.
-25168,2024-03-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.9,False,Supervisory alert generated after three consecutive threshold breaches.
-25169,2024-03-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.169,False,Vibration burst exceeds envelope during tool change cycle.
-25170,2024-03-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.23,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25171,2024-03-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.038,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25172,2024-03-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25173,2024-03-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.421,False,Bearing temperature rising faster than baseline on spindle cell.
-25174,2024-03-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,70.133,False,Thermal ramp exceeded expected warmup curve before shift start.
-25175,2024-03-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.877,False,Temperature variance narrowed after coolant nozzle cleaning.
-25176,2024-03-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.816,False,Vibration burst exceeds envelope during tool change cycle.
-25177,2024-03-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.75,False,Vibration harmonics broadened during extended production run.
-25178,2024-03-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.501,False,Pressure peak corresponds to oversized billet batch processing.
-25179,2024-03-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.444,False,Coolant loop adjustment reduced chamber temperature spread.
-25180,2024-03-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.403,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25181,2024-03-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.833,False,Pressure peak corresponds to oversized billet batch processing.
-25182,2024-03-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.839,False,Supervisory alert generated after three consecutive threshold breaches.
-25183,2024-03-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.486,False,Temperature remained elevated during unscheduled overtime run.
-25184,2024-03-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.058,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25185,2024-03-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.324,False,Machine throughput increase drove sustained pressure uplift.
-25186,2024-03-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.263,False,Anomaly review flagged possible bearing wear progression.
-25187,2024-03-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.764,False,Vibration baseline recovered after tool holder replacement.
-25188,2024-03-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.905,False,Temperature remained elevated during unscheduled overtime run.
-25189,2024-03-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.678,False,Night shift startup produced higher than normal vibration floor.
-25190,2024-03-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.464,False,Reliability engineer tagged sample window for model retraining.
-25191,2024-03-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.178,False,Pressure line purge completed before restart authorization.
-25192,2024-03-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.429,False,Thermal ramp exceeded expected warmup curve before shift start.
-25193,2024-03-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.152,False,Humidity climbed during dock-door open period in afternoon shift.
-25194,2024-03-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.78,False,Humidity excursion near finishing booth during coating run.
-25195,2024-03-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.823,False,Press cycle dwell time lengthened during high-volume batch.
-25196,2024-03-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.909,False,Thermal ramp exceeded expected warmup curve before shift start.
-25197,2024-03-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.334,False,Temperature remained elevated during unscheduled overtime run.
-25198,2024-03-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.119,False,Vibration burst exceeds envelope during tool change cycle.
-25199,2024-03-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.569,False,Sensor battery health remains nominal after firmware update.
-25200,2024-03-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.232,False,Thermal overshoot event coincided with recipe change on furnace.
-25201,2024-03-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.062,False,Sensor signal clipping observed during startup surge.
-25202,2024-03-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.826,False,Supervisory alert generated after three consecutive threshold breaches.
-25203,2024-03-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.236,False,Sensor heartbeat delayed by one interval after gateway retry.
-25204,2024-03-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.033,False,Quality team requested trace review for lot 24-118B.
-25205,2024-03-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.633,False,Reliability engineer tagged sample window for model retraining.
-25206,2024-03-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.274,False,Humidity excursion near finishing booth during coating run.
-25207,2024-03-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.199,False,Dust extraction fan offline for 18 minutes on line finishing.
-25208,2024-03-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.031,False,Short-lived packet loss observed at edge gateway gw-02.
-25209,2024-03-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,SCADA backfill inserted two delayed telemetry points.
-25210,2024-03-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.836,False,Press cycle dwell time lengthened during high-volume batch.
-25211,2024-03-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.503,False,Maintenance scheduler deferred calibration due to spare shortage.
-25212,2024-03-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.298,False,Humidity climbed during dock-door open period in afternoon shift.
-25213,2024-03-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.386,False,Coolant loop adjustment reduced chamber temperature spread.
-25214,2024-03-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.311,False,Temporary gateway failover completed without data loss.
-25215,2024-03-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.422,False,Air handler maintenance reduced humidity variance on finishing line.
-25216,2024-03-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.12,False,Supervisory alert generated after three consecutive threshold breaches.
-25217,2024-03-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Maintenance note logged for coupling imbalance inspection.
-25218,2024-03-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.575,False,Condensation warning cleared after dehumidifier ramp-up.
-25219,2024-03-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.387,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25220,2024-03-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.995,False,Coolant loop adjustment reduced chamber temperature spread.
-25221,2024-03-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.746,False,Edge collector replayed buffered events after network recovery.
-25222,2024-03-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.266,False,Coolant loop adjustment reduced chamber temperature spread.
-25223,2024-03-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.745,False,Transient outlier matched forklift impact near cabinet wall.
-25224,2024-03-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.689,False,Supervisory alert generated after three consecutive threshold breaches.
-25225,2024-03-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.789,False,Packaging line stop reduced adjacent vibration background.
-25226,2024-03-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.033,False,Edge collector replayed buffered events after network recovery.
-25227,2024-03-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.436,False,Supervisory alert generated after three consecutive threshold breaches.
-25228,2024-03-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.922,False,Humidity baseline improved after seal replacement.
-25229,2024-03-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.65,False,Temporary gateway failover completed without data loss.
-25230,2024-03-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.884,False,Temperature variance narrowed after coolant nozzle cleaning.
-25231,2024-03-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,Coolant loop adjustment reduced chamber temperature spread.
-25232,2024-03-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.898,False,Edge collector replayed buffered events after network recovery.
-25233,2024-03-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.598,False,Shift handoff note referenced unusual noise near press enclosure.
-25234,2024-03-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.067,False,Packaging line stop reduced adjacent vibration background.
-25235,2024-03-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.245,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25236,2024-03-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.817,False,Supervisory alert generated after three consecutive threshold breaches.
-25237,2024-03-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.033,False,Pressure line purge completed before restart authorization.
-25238,2024-03-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.451,False,Condensation warning cleared after dehumidifier ramp-up.
-25239,2024-03-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.482,False,Quality team requested trace review for lot 24-118B.
-25240,2024-03-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.782,False,Thermal overshoot event coincided with recipe change on furnace.
-25241,2024-03-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.51,False,Sensor battery health remains nominal after firmware update.
-25242,2024-03-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.547,False,Pressure line purge completed before restart authorization.
-25243,2024-03-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.158,False,Bearing temperature rising faster than baseline on spindle cell.
-25244,2024-03-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.6,False,Pressure peak corresponds to oversized billet batch processing.
-25245,2024-03-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.653,False,Humidity climbed during dock-door open period in afternoon shift.
-25246,2024-03-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.175,False,Telemetry quality flag downgraded during sensor self-test window.
-25247,2024-03-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.573,False,Vibration burst exceeds envelope during tool change cycle.
-25248,2024-03-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.536,False,Humidity excursion near finishing booth during coating run.
-25249,2024-03-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.509,False,Warning threshold updated for pilot predictive-maintenance model.
-25250,2024-03-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.173,False,Anomaly review flagged possible bearing wear progression.
-25251,2024-03-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.165,False,Sensor enclosure opened for manual calibration verification.
-25252,2024-03-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.054,False,Short-lived packet loss observed at edge gateway gw-02.
-25253,2024-03-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.566,False,Transient outlier matched forklift impact near cabinet wall.
-25254,2024-03-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.973,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25255,2024-03-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.598,False,Maintenance crew confirmed lubrication interval was missed.
-25256,2024-03-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.604,False,SCADA backfill inserted two delayed telemetry points.
-25257,2024-03-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.536,False,Maintenance note logged for coupling imbalance inspection.
-25258,2024-03-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.624,False,Vibration harmonics broadened during extended production run.
-25259,2024-03-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Short-lived packet loss observed at edge gateway gw-02.
-25260,2024-03-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.875,False,Thermal ramp exceeded expected warmup curve before shift start.
-25261,2024-03-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.047,False,Transient outlier matched forklift impact near cabinet wall.
-25262,2024-03-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.306,False,Packaging line stop reduced adjacent vibration background.
-25263,2024-03-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Edge collector replayed buffered events after network recovery.
-25264,2024-03-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.388,False,SCADA backfill inserted two delayed telemetry points.
-25265,2024-03-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.792,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25266,2024-03-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.685,False,Thermal overshoot event coincided with recipe change on furnace.
-25267,2024-03-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.478,False,Shift handoff note referenced unusual noise near press enclosure.
-25268,2024-03-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.446,False,Anomaly review flagged possible bearing wear progression.
-25269,2024-03-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.865,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25270,2024-03-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.343,False,Thermal ramp exceeded expected warmup curve before shift start.
-25271,2024-03-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.265,False,Coolant loop adjustment reduced chamber temperature spread.
-25272,2024-03-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.439,False,Anomaly review flagged possible bearing wear progression.
-25273,2024-03-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.714,False,Vibration burst exceeds envelope during tool change cycle.
-25274,2024-03-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.705,False,Humidity baseline improved after seal replacement.
-25275,2024-03-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.389,False,Coolant loop adjustment reduced chamber temperature spread.
-25276,2024-03-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.667,False,Temperature variance narrowed after coolant nozzle cleaning.
-25277,2024-03-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.058,False,Night shift startup produced higher than normal vibration floor.
-25278,2024-03-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.638,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25279,2024-03-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.718,False,Condensation warning cleared after dehumidifier ramp-up.
-25280,2024-03-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.708,False,Pressure peak corresponds to oversized billet batch processing.
-25281,2024-03-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.451,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25282,2024-03-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.861,False,Coolant loop adjustment reduced chamber temperature spread.
-25283,2024-03-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.24,False,Sensor heartbeat delayed by one interval after gateway retry.
-25284,2024-03-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.157,False,Machine throughput increase drove sustained pressure uplift.
-25285,2024-03-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.806,False,Supervisory alert generated after three consecutive threshold breaches.
-25286,2024-03-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,81.956,False,Supervisory alert generated after three consecutive threshold breaches.
-25287,2024-03-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.768,False,Supervisory alert generated after three consecutive threshold breaches.
-25288,2024-03-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.946,False,Hydraulic line pressure oscillation detected under load.
-25289,2024-03-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.161,False,Warning threshold updated for pilot predictive-maintenance model.
-25290,2024-03-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.834,False,Vibration harmonics broadened during extended production run.
-25291,2024-03-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.631,False,Maintenance scheduler deferred calibration due to spare shortage.
-25292,2024-03-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.837,False,Humidity baseline improved after seal replacement.
-25293,2024-03-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.828,False,Pressure peak corresponds to oversized billet batch processing.
-25294,2024-03-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.058,False,Pressure line purge completed before restart authorization.
-25295,2024-03-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.445,False,Temporary gateway failover completed without data loss.
-25296,2024-03-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.862,False,Hydraulic line pressure oscillation detected under load.
-25297,2024-03-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.145,False,Warning threshold updated for pilot predictive-maintenance model.
-25298,2024-03-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.263,False,Dust extraction fan offline for 18 minutes on line finishing.
-25299,2024-03-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.08,False,Maintenance crew confirmed lubrication interval was missed.
-25300,2024-03-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.713,False,Thermal ramp exceeded expected warmup curve before shift start.
-25301,2024-03-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.865,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25302,2024-03-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.19,False,Pressure peak corresponds to oversized billet batch processing.
-25303,2024-03-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.58,False,Sensor enclosure opened for manual calibration verification.
-25304,2024-03-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.939,False,Maintenance scheduler deferred calibration due to spare shortage.
-25305,2024-03-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.73,False,Vibration burst exceeds envelope during tool change cycle.
-25306,2024-03-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.898,False,Operator reset acknowledged after red-tag inspection.
-25307,2024-03-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.202,False,Humidity readings track seasonal rise across late spring.
-25308,2024-03-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.178,False,Temperature remained elevated during unscheduled overtime run.
-25309,2024-03-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.87,False,Vibration baseline recovered after tool holder replacement.
-25310,2024-03-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.993,False,Transient outlier matched forklift impact near cabinet wall.
-25311,2024-03-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.048,False,Transient outlier matched forklift impact near cabinet wall.
-25312,2024-03-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.569,False,Reliability engineer tagged sample window for model retraining.
-25313,2024-03-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.617,False,Supervisory alert generated after three consecutive threshold breaches.
-25314,2024-03-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.272,False,Operator reset acknowledged after red-tag inspection.
-25315,2024-03-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.347,False,Night shift startup produced higher than normal vibration floor.
-25316,2024-03-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.356,False,Thermal overshoot event coincided with recipe change on furnace.
-25317,2024-03-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.867,False,Telemetry quality flag downgraded during sensor self-test window.
-25318,2024-03-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.109,False,Calibration check overdue by 11 days for press-line transducer.
-25319,2024-03-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.465,False,Humidity climbed during dock-door open period in afternoon shift.
-25320,2024-03-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.119,False,Vibration harmonics broadened during extended production run.
-25321,2024-03-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.754,False,Bearing temperature rising faster than baseline on spindle cell.
-25322,2024-03-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.706,False,Edge collector replayed buffered events after network recovery.
-25323,2024-03-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.464,False,Dust extraction fan offline for 18 minutes on line finishing.
-25324,2024-03-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.187,False,Hydraulic line pressure oscillation detected under load.
-25325,2024-03-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.359,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25326,2024-03-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.95,False,Night shift startup produced higher than normal vibration floor.
-25327,2024-03-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.646,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25328,2024-03-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.189,False,Warning threshold updated for pilot predictive-maintenance model.
-25329,2024-03-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Operator reported intermittent chatter on machine CNC-04.
-25330,2024-03-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.59,False,Air handler maintenance reduced humidity variance on finishing line.
-25331,2024-03-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.806,False,Humidity excursion near finishing booth during coating run.
-25332,2024-03-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.726,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25333,2024-03-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.359,False,Thermal ramp exceeded expected warmup curve before shift start.
-25334,2024-03-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.25,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25335,2024-03-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.391,False,Anomaly review flagged possible bearing wear progression.
-25336,2024-03-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.515,False,Humidity climbed during dock-door open period in afternoon shift.
-25337,2024-03-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.776,False,Machine idle period extended during planned sanitation window.
-25338,2024-03-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.754,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25339,2024-03-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.328,False,Transient outlier matched forklift impact near cabinet wall.
-25340,2024-03-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.584,False,Humidity excursion near finishing booth during coating run.
-25341,2024-03-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.295,False,Warning threshold updated for pilot predictive-maintenance model.
-25342,2024-03-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.732,False,Pressure line purge completed before restart authorization.
-25343,2024-03-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.015,False,Operator reset acknowledged after red-tag inspection.
-25344,2024-03-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.723,False,Pressure peak corresponds to oversized billet batch processing.
-25345,2024-03-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.67,False,Temperature variance narrowed after coolant nozzle cleaning.
-25346,2024-03-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.137,False,Temperature remained elevated during unscheduled overtime run.
-25347,2024-03-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,Maintenance crew confirmed lubrication interval was missed.
-25348,2024-03-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.041,False,Quality team requested trace review for lot 24-118B.
-25349,2024-03-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Coolant loop adjustment reduced chamber temperature spread.
-25350,2024-03-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.44,False,Quality hold reduced finishing booth activity for one shift.
-25351,2024-03-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.094,False,Humidity climbed during dock-door open period in afternoon shift.
-25352,2024-03-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.258,False,Maintenance crew confirmed lubrication interval was missed.
-25353,2024-03-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.106,False,Humidity baseline improved after seal replacement.
-25354,2024-03-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.131,False,Maintenance note logged for coupling imbalance inspection.
-25355,2024-03-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.304,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25356,2024-03-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.196,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25357,2024-03-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.17,False,Sensor signal clipping observed during startup surge.
-25358,2024-03-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.439,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25359,2024-03-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.001,False,Dust extraction fan offline for 18 minutes on line finishing.
-25360,2024-03-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.185,False,Pressure peak corresponds to oversized billet batch processing.
-25361,2024-03-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.63,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25362,2024-03-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.19,False,Thermal overshoot event coincided with recipe change on furnace.
-25363,2024-03-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.626,False,Edge collector replayed buffered events after network recovery.
-25364,2024-03-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.626,False,SCADA backfill inserted two delayed telemetry points.
-25365,2024-03-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.61,False,Vibration baseline recovered after tool holder replacement.
-25366,2024-03-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.736,False,Night shift startup produced higher than normal vibration floor.
-25367,2024-03-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.137,False,Temperature variance narrowed after coolant nozzle cleaning.
-25368,2024-03-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.29,False,Machine idle period extended during planned sanitation window.
-25369,2024-03-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.617,False,Vibration harmonics broadened during extended production run.
-25370,2024-03-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.062,False,Pressure line purge completed before restart authorization.
-25371,2024-03-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.031,False,Maintenance note logged for coupling imbalance inspection.
-25372,2024-03-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.409,False,Humidity climbed during dock-door open period in afternoon shift.
-25373,2024-03-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25374,2024-03-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.537,False,Vibration harmonics broadened during extended production run.
-25375,2024-03-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.121,False,Sensor heartbeat delayed by one interval after gateway retry.
-25376,2024-03-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.107,False,Thermal overshoot event coincided with recipe change on furnace.
-25377,2024-03-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.253,False,Operator reported intermittent chatter on machine CNC-04.
-25378,2024-03-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.344,False,Sensor enclosure opened for manual calibration verification.
-25379,2024-03-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.82,False,Edge collector replayed buffered events after network recovery.
-25380,2024-03-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.334,False,Telemetry quality flag downgraded during sensor self-test window.
-25381,2024-03-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.842,False,Press cycle dwell time lengthened during high-volume batch.
-25382,2024-03-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.005,False,Warning threshold updated for pilot predictive-maintenance model.
-25383,2024-03-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.951,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25384,2024-03-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.336,False,Temperature remained elevated during unscheduled overtime run.
-25385,2024-03-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Thermal ramp exceeded expected warmup curve before shift start.
-25386,2024-03-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.689,False,Sensor enclosure opened for manual calibration verification.
-25387,2024-03-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.867,False,Night shift startup produced higher than normal vibration floor.
-25388,2024-03-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.003,False,Supervisory alert generated after three consecutive threshold breaches.
-25389,2024-03-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.931,False,Edge collector replayed buffered events after network recovery.
-25390,2024-03-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.991,False,Operator reported intermittent chatter on machine CNC-04.
-25391,2024-03-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.521,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25392,2024-03-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.127,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25393,2024-03-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Anomaly review flagged possible bearing wear progression.
-25394,2024-03-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.586,False,Unbalanced load introduced cyclical pressure ripple.
-25395,2024-03-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.274,False,Quality team requested trace review for lot 24-118B.
-25396,2024-03-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.175,False,Machine idle period extended during planned sanitation window.
-25397,2024-03-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.424,False,Temperature remained elevated during unscheduled overtime run.
-25398,2024-03-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.459,False,Humidity readings track seasonal rise across late spring.
-25399,2024-03-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.214,False,Temperature remained elevated during unscheduled overtime run.
-25400,2024-03-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.209,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25401,2024-03-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.508,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25402,2024-03-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.083,False,Pressure settled back to nominal after valve reseat.
-25403,2024-03-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.669,False,SCADA backfill inserted two delayed telemetry points.
-25404,2024-03-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.323,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25405,2024-03-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Pressure peak corresponds to oversized billet batch processing.
-25406,2024-03-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.25,False,Temperature variance narrowed after coolant nozzle cleaning.
-25407,2024-03-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.665,False,Thermal ramp exceeded expected warmup curve before shift start.
-25408,2024-03-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.251,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25409,2024-03-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.148,False,Anomaly review flagged possible bearing wear progression.
-25410,2024-03-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.097,False,Shift handoff note referenced unusual noise near press enclosure.
-25411,2024-03-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,SCADA backfill inserted two delayed telemetry points.
-25412,2024-03-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.106,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25413,2024-03-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.631,False,Bearing temperature rising faster than baseline on spindle cell.
-25414,2024-03-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.295,False,Warning threshold updated for pilot predictive-maintenance model.
-25415,2024-03-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.117,False,Anomaly review flagged possible bearing wear progression.
-25416,2024-03-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.96,False,Shift handoff note referenced unusual noise near press enclosure.
-25417,2024-03-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.488,False,Condensation warning cleared after dehumidifier ramp-up.
-25418,2024-03-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.016,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25419,2024-03-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.099,False,Telemetry quality flag downgraded during sensor self-test window.
-25420,2024-03-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.003,False,Thermal overshoot event coincided with recipe change on furnace.
-25421,2024-03-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.787,False,Humidity readings track seasonal rise across late spring.
-25422,2024-03-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.576,False,Sensor battery health remains nominal after firmware update.
-25423,2024-03-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.997,False,Press cycle dwell time lengthened during high-volume batch.
-25424,2024-03-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.505,False,Maintenance crew confirmed lubrication interval was missed.
-25425,2024-03-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Vibration burst exceeds envelope during tool change cycle.
-25426,2024-03-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.727,False,Maintenance note logged for coupling imbalance inspection.
-25427,2024-03-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Humidity climbed during dock-door open period in afternoon shift.
-25428,2024-03-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.075,False,Packaging line stop reduced adjacent vibration background.
-25429,2024-03-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.159,False,Vibration baseline recovered after tool holder replacement.
-25430,2024-03-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.382,False,Calibration check overdue by 11 days for press-line transducer.
-25431,2024-03-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.675,False,Operator reset acknowledged after red-tag inspection.
-25432,2024-03-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.025,False,Vibration harmonics broadened during extended production run.
-25433,2024-03-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.648,False,Temporary gateway failover completed without data loss.
-25434,2024-03-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.662,False,Unbalanced load introduced cyclical pressure ripple.
-25435,2024-03-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.948,False,Operator reported intermittent chatter on machine CNC-04.
-25436,2024-03-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.996,False,Night shift startup produced higher than normal vibration floor.
-25437,2024-03-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.707,False,Temperature remained elevated during unscheduled overtime run.
-25438,2024-03-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.638,False,Temporary gateway failover completed without data loss.
-25439,2024-03-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.301,False,Pressure settled back to nominal after valve reseat.
-25440,2024-03-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.082,False,Night shift startup produced higher than normal vibration floor.
-25441,2024-03-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.875,False,Coolant loop adjustment reduced chamber temperature spread.
-25442,2024-03-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.433,False,Pressure peak corresponds to oversized billet batch processing.
-25443,2024-03-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.981,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25444,2024-03-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.096,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25445,2024-03-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.472,False,Maintenance crew confirmed lubrication interval was missed.
-25446,2024-03-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.797,False,Temperature variance narrowed after coolant nozzle cleaning.
-25447,2024-03-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.322,False,Reliability engineer tagged sample window for model retraining.
-25448,2024-03-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.175,False,Humidity excursion near finishing booth during coating run.
-25449,2024-03-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.877,False,Temporary gateway failover completed without data loss.
-25450,2024-03-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.781,False,Pressure line purge completed before restart authorization.
-25451,2024-03-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.022,False,Transient outlier matched forklift impact near cabinet wall.
-25452,2024-03-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.452,False,Machine throughput increase drove sustained pressure uplift.
-25453,2024-03-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.022,False,Sensor enclosure opened for manual calibration verification.
-25454,2024-03-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.529,False,Pressure settled back to nominal after valve reseat.
-25455,2024-03-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.865,False,Machine idle period extended during planned sanitation window.
-25456,2024-03-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.4,False,Humidity climbed during dock-door open period in afternoon shift.
-25457,2024-03-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Calibration check overdue by 11 days for press-line transducer.
-25458,2024-03-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.0,False,Coolant loop adjustment reduced chamber temperature spread.
-25459,2024-03-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.266,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25460,2024-03-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,43.385,False,Condensation warning cleared after dehumidifier ramp-up.
-25461,2024-03-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.779,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25462,2024-03-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.061,False,Air handler maintenance reduced humidity variance on finishing line.
-25463,2024-03-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.046,False,Machine idle period extended during planned sanitation window.
-25464,2024-03-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.444,False,Dust extraction fan offline for 18 minutes on line finishing.
-25465,2024-03-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.348,False,Vibration burst exceeds envelope during tool change cycle.
-25466,2024-03-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.608,False,Machine throughput increase drove sustained pressure uplift.
-25467,2024-03-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.164,False,Bearing temperature rising faster than baseline on spindle cell.
-25468,2024-03-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.299,False,Bearing temperature rising faster than baseline on spindle cell.
-25469,2024-03-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25470,2024-03-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.15,False,Operator reset acknowledged after red-tag inspection.
-25471,2024-03-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.728,False,Sensor heartbeat delayed by one interval after gateway retry.
-25472,2024-03-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.353,False,Sensor heartbeat delayed by one interval after gateway retry.
-25473,2024-03-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.325,False,SCADA backfill inserted two delayed telemetry points.
-25474,2024-03-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.317,False,Supervisory alert generated after three consecutive threshold breaches.
-25475,2024-03-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.907,False,Hydraulic line pressure oscillation detected under load.
-25476,2024-03-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.449,False,Thermal ramp exceeded expected warmup curve before shift start.
-25477,2024-03-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.974,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25478,2024-03-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.566,False,SCADA backfill inserted two delayed telemetry points.
-25479,2024-03-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.529,False,Maintenance crew confirmed lubrication interval was missed.
-25480,2024-03-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.862,False,Temperature variance narrowed after coolant nozzle cleaning.
-25481,2024-03-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.844,False,Thermal ramp exceeded expected warmup curve before shift start.
-25482,2024-03-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.705,False,Condensation warning cleared after dehumidifier ramp-up.
-25483,2024-03-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Humidity readings track seasonal rise across late spring.
-25484,2024-03-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.431,False,Sensor battery health remains nominal after firmware update.
-25485,2024-03-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Operator reset acknowledged after red-tag inspection.
-25486,2024-03-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.999,False,Quality team requested trace review for lot 24-118B.
-25487,2024-03-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.802,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25488,2024-03-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.428,False,Machine throughput increase drove sustained pressure uplift.
-25489,2024-03-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.012,False,Maintenance crew confirmed lubrication interval was missed.
-25490,2024-03-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.785,False,Sensor signal clipping observed during startup surge.
-25491,2024-03-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.118,False,Supervisory alert generated after three consecutive threshold breaches.
-25492,2024-03-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.942,False,Vibration baseline recovered after tool holder replacement.
-25493,2024-03-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.847,False,Sensor enclosure opened for manual calibration verification.
-25494,2024-03-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.088,False,Reliability engineer tagged sample window for model retraining.
-25495,2024-03-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.033,False,Thermal ramp exceeded expected warmup curve before shift start.
-25496,2024-03-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.254,False,Shift handoff note referenced unusual noise near press enclosure.
-25497,2024-03-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.012,False,Dust extraction fan offline for 18 minutes on line finishing.
-25498,2024-03-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.082,False,Shift handoff note referenced unusual noise near press enclosure.
-25499,2024-03-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.591,False,Temperature variance narrowed after coolant nozzle cleaning.
-25500,2024-03-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.403,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25501,2024-03-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.077,False,Thermal overshoot event coincided with recipe change on furnace.
-25502,2024-03-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.045,False,Warning threshold updated for pilot predictive-maintenance model.
-25503,2024-03-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.302,False,Pressure settled back to nominal after valve reseat.
-25504,2024-03-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.311,False,SCADA backfill inserted two delayed telemetry points.
-25505,2024-03-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Reliability engineer tagged sample window for model retraining.
-25506,2024-03-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.28,False,Unbalanced load introduced cyclical pressure ripple.
-25507,2024-03-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.638,False,Edge collector replayed buffered events after network recovery.
-25508,2024-03-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.132,False,Humidity readings track seasonal rise across late spring.
-25509,2024-03-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.429,False,Maintenance note logged for coupling imbalance inspection.
-25510,2024-03-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.045,False,Condensation warning cleared after dehumidifier ramp-up.
-25511,2024-03-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.002,False,Temperature variance narrowed after coolant nozzle cleaning.
-25512,2024-03-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.061,False,Vibration harmonics broadened during extended production run.
-25513,2024-03-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.816,False,Press cycle dwell time lengthened during high-volume batch.
-25514,2024-03-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.318,False,Dust extraction fan offline for 18 minutes on line finishing.
-25515,2024-03-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.797,False,Hydraulic line pressure oscillation detected under load.
-25516,2024-03-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.686,False,Vibration baseline recovered after tool holder replacement.
-25517,2024-03-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Quality team requested trace review for lot 24-118B.
-25518,2024-03-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,61.736,False,Pressure settled back to nominal after valve reseat.
-25519,2024-03-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.348,False,Pressure settled back to nominal after valve reseat.
-25520,2024-03-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.318,False,Humidity readings track seasonal rise across late spring.
-25521,2024-03-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.032,False,Maintenance note logged for coupling imbalance inspection.
-25522,2024-03-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.516,False,Air handler maintenance reduced humidity variance on finishing line.
-25523,2024-03-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.011,False,Night shift startup produced higher than normal vibration floor.
-25524,2024-03-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.914,False,Telemetry quality flag downgraded during sensor self-test window.
-25525,2024-03-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Bearing temperature rising faster than baseline on spindle cell.
-25526,2024-03-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.522,False,Thermal overshoot event coincided with recipe change on furnace.
-25527,2024-03-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Sensor signal clipping observed during startup surge.
-25528,2024-03-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.866,False,Unbalanced load introduced cyclical pressure ripple.
-25529,2024-03-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.884,False,Calibration check overdue by 11 days for press-line transducer.
-25530,2024-03-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.595,False,Telemetry quality flag downgraded during sensor self-test window.
-25531,2024-03-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.855,False,Quality team requested trace review for lot 24-118B.
-25532,2024-03-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.326,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25533,2024-03-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Operator reported intermittent chatter on machine CNC-04.
-25534,2024-03-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.235,False,Sensor battery health remains nominal after firmware update.
-25535,2024-03-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.376,False,Edge collector replayed buffered events after network recovery.
-25536,2024-03-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.752,False,Transient outlier matched forklift impact near cabinet wall.
-25537,2024-03-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25538,2024-03-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.348,False,Humidity climbed during dock-door open period in afternoon shift.
-25539,2024-03-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.399,False,Vibration burst exceeds envelope during tool change cycle.
-25540,2024-03-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.728,False,Thermal ramp exceeded expected warmup curve before shift start.
-25541,2024-03-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.835,False,Quality team requested trace review for lot 24-118B.
-25542,2024-03-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.554,False,Operator reset acknowledged after red-tag inspection.
-25543,2024-03-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.816,False,Humidity excursion near finishing booth during coating run.
-25544,2024-03-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.956,False,Night shift startup produced higher than normal vibration floor.
-25545,2024-03-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.786,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25546,2024-03-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.271,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25547,2024-03-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.237,False,Calibration check overdue by 11 days for press-line transducer.
-25548,2024-03-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.865,False,Pressure line purge completed before restart authorization.
-25549,2024-03-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.567,False,Packaging line stop reduced adjacent vibration background.
-25550,2024-03-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.546,False,Sensor signal clipping observed during startup surge.
-25551,2024-03-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.346,False,Dust extraction fan offline for 18 minutes on line finishing.
-25552,2024-03-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.071,False,Reliability engineer tagged sample window for model retraining.
-25553,2024-03-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.424,False,Pressure line purge completed before restart authorization.
-25554,2024-03-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.983,False,Pressure peak corresponds to oversized billet batch processing.
-25555,2024-03-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.201,False,Maintenance scheduler deferred calibration due to spare shortage.
-25556,2024-03-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.633,False,Transient outlier matched forklift impact near cabinet wall.
-25557,2024-03-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.662,False,Air handler maintenance reduced humidity variance on finishing line.
-25558,2024-03-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.115,False,Thermal ramp exceeded expected warmup curve before shift start.
-25559,2024-03-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.791,False,Machine idle period extended during planned sanitation window.
-25560,2024-03-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.752,False,Thermal overshoot event coincided with recipe change on furnace.
-25561,2024-03-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.378,False,Shift handoff note referenced unusual noise near press enclosure.
-25562,2024-03-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.216,False,Quality team requested trace review for lot 24-118B.
-25563,2024-03-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.004,False,Sensor signal clipping observed during startup surge.
-25564,2024-03-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.001,False,Humidity excursion near finishing booth during coating run.
-25565,2024-03-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.409,False,Dust extraction fan offline for 18 minutes on line finishing.
-25566,2024-03-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.268,False,Quality hold reduced finishing booth activity for one shift.
-25567,2024-03-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.457,False,Edge collector replayed buffered events after network recovery.
-25568,2024-03-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.19,False,Pressure settled back to nominal after valve reseat.
-25569,2024-03-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.748,False,Packaging line stop reduced adjacent vibration background.
-25570,2024-03-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.288,False,Thermal ramp exceeded expected warmup curve before shift start.
-25571,2024-03-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.416,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25572,2024-03-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.161,False,Machine throughput increase drove sustained pressure uplift.
-25573,2024-03-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.427,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25574,2024-03-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.108,False,Short-lived packet loss observed at edge gateway gw-02.
-25575,2024-03-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.687,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25576,2024-03-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.87,False,Coolant loop adjustment reduced chamber temperature spread.
-25577,2024-03-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.448,False,Pressure settled back to nominal after valve reseat.
-25578,2024-03-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.377,False,Night shift startup produced higher than normal vibration floor.
-25579,2024-03-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.864,False,Hydraulic line pressure oscillation detected under load.
-25580,2024-03-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.038,False,Pressure settled back to nominal after valve reseat.
-25581,2024-03-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.599,False,Press cycle dwell time lengthened during high-volume batch.
-25582,2024-03-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.868,False,Press cycle dwell time lengthened during high-volume batch.
-25583,2024-03-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.801,False,Reliability engineer tagged sample window for model retraining.
-25584,2024-03-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.398,False,Press cycle dwell time lengthened during high-volume batch.
-25585,2024-03-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Humidity readings track seasonal rise across late spring.
-25586,2024-03-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.035,False,Edge collector replayed buffered events after network recovery.
-25587,2024-03-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.207,False,SCADA backfill inserted two delayed telemetry points.
-25588,2024-03-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.049,False,Maintenance crew confirmed lubrication interval was missed.
-25589,2024-03-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.886,False,Operator reset acknowledged after red-tag inspection.
-25590,2024-03-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.443,False,Operator reported intermittent chatter on machine CNC-04.
-25591,2024-03-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.288,False,Quality team requested trace review for lot 24-118B.
-25592,2024-03-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.42,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25593,2024-03-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Thermal ramp exceeded expected warmup curve before shift start.
-25594,2024-03-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.318,False,Quality team requested trace review for lot 24-118B.
-25595,2024-03-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.365,False,Hydraulic line pressure oscillation detected under load.
-25596,2024-03-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.842,False,Transient outlier matched forklift impact near cabinet wall.
-25597,2024-03-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.038,False,Vibration burst exceeds envelope during tool change cycle.
-25598,2024-03-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.398,False,Night shift startup produced higher than normal vibration floor.
-25599,2024-03-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.802,False,Bearing temperature rising faster than baseline on spindle cell.
-25600,2024-03-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.261,False,Maintenance crew confirmed lubrication interval was missed.
-25601,2024-03-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.514,False,Humidity climbed during dock-door open period in afternoon shift.
-25602,2024-03-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.342,False,Sensor battery health remains nominal after firmware update.
-25603,2024-03-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.558,False,Machine throughput increase drove sustained pressure uplift.
-25604,2024-03-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.096,False,Sensor enclosure opened for manual calibration verification.
-25605,2024-03-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.192,False,Short-lived packet loss observed at edge gateway gw-02.
-25606,2024-03-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.583,False,Maintenance scheduler deferred calibration due to spare shortage.
-25607,2024-03-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.475,False,Operator reset acknowledged after red-tag inspection.
-25608,2024-03-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,43.678,False,Reliability engineer tagged sample window for model retraining.
-25609,2024-03-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.675,False,Quality team requested trace review for lot 24-118B.
-25610,2024-03-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.874,False,Vibration harmonics broadened during extended production run.
-25611,2024-03-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.173,False,Supervisory alert generated after three consecutive threshold breaches.
-25612,2024-03-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.709,False,Dust extraction fan offline for 18 minutes on line finishing.
-25613,2024-03-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.858,False,Bearing temperature rising faster than baseline on spindle cell.
-25614,2024-03-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25615,2024-03-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.951,False,Coolant loop adjustment reduced chamber temperature spread.
-25616,2024-03-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.651,False,Humidity excursion near finishing booth during coating run.
-25617,2024-03-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.818,False,Temporary gateway failover completed without data loss.
-25618,2024-03-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.276,False,Pressure peak corresponds to oversized billet batch processing.
-25619,2024-03-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.544,False,Unbalanced load introduced cyclical pressure ripple.
-25620,2024-03-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.098,False,Air handler maintenance reduced humidity variance on finishing line.
-25621,2024-03-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.678,False,Reliability engineer tagged sample window for model retraining.
-25622,2024-03-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.389,False,Pressure settled back to nominal after valve reseat.
-25623,2024-03-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.55,False,Operator reset acknowledged after red-tag inspection.
-25624,2024-03-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.482,False,Packaging line stop reduced adjacent vibration background.
-25625,2024-03-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.629,False,Operator reported intermittent chatter on machine CNC-04.
-25626,2024-03-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.881,False,Press cycle dwell time lengthened during high-volume batch.
-25627,2024-03-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.943,False,Edge collector replayed buffered events after network recovery.
-25628,2024-03-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.569,False,Telemetry quality flag downgraded during sensor self-test window.
-25629,2024-03-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.599,False,Thermal ramp exceeded expected warmup curve before shift start.
-25630,2024-03-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.239,False,Night shift startup produced higher than normal vibration floor.
-25631,2024-03-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.037,False,Sensor battery health remains nominal after firmware update.
-25632,2024-03-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.453,False,Coolant loop adjustment reduced chamber temperature spread.
-25633,2024-03-30 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.631,False,Humidity climbed during dock-door open period in afternoon shift.
-25634,2024-03-30 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.165,False,Operator reported intermittent chatter on machine CNC-04.
-25635,2024-03-30 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.971,False,Calibration check overdue by 11 days for press-line transducer.
-25636,2024-03-30 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.864,False,Vibration harmonics broadened during extended production run.
-25637,2024-03-30 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.841,False,Thermal ramp exceeded expected warmup curve before shift start.
-25638,2024-03-30 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.979,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25639,2024-03-30 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.1,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25640,2024-03-30 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.553,False,Thermal ramp exceeded expected warmup curve before shift start.
-25641,2024-03-30 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.905,False,Machine throughput increase drove sustained pressure uplift.
-25642,2024-03-30 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.221,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25643,2024-03-30 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.257,False,Supervisory alert generated after three consecutive threshold breaches.
-25644,2024-03-30 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.465,False,Condensation warning cleared after dehumidifier ramp-up.
-25645,2024-03-30 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.523,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25646,2024-03-30 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.248,False,Machine idle period extended during planned sanitation window.
-25647,2024-03-30 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.677,False,Reliability engineer tagged sample window for model retraining.
-25648,2024-03-30 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.756,False,Thermal ramp exceeded expected warmup curve before shift start.
-25649,2024-03-30 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.111,False,Unbalanced load introduced cyclical pressure ripple.
-25650,2024-03-30 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.106,False,Humidity baseline improved after seal replacement.
-25651,2024-03-30 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.155,False,Thermal overshoot event coincided with recipe change on furnace.
-25652,2024-03-30 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.282,False,Bearing temperature rising faster than baseline on spindle cell.
-25653,2024-03-30 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.555,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25654,2024-03-30 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.276,False,Operator reported intermittent chatter on machine CNC-04.
-25655,2024-03-30 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.942,False,Supervisory alert generated after three consecutive threshold breaches.
-25656,2024-03-30 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.914,False,Operator reported intermittent chatter on machine CNC-04.
-25657,2024-03-30 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.366,False,Condensation warning cleared after dehumidifier ramp-up.
-25658,2024-03-30 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.947,False,SCADA backfill inserted two delayed telemetry points.
-25659,2024-03-30 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.962,False,Telemetry quality flag downgraded during sensor self-test window.
-25660,2024-03-30 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.742,False,Humidity baseline improved after seal replacement.
-25661,2024-03-30 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25662,2024-03-30 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.953,False,Night shift startup produced higher than normal vibration floor.
-25663,2024-03-30 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.655,False,Reliability engineer tagged sample window for model retraining.
-25664,2024-03-30 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.774,False,Pressure peak corresponds to oversized billet batch processing.
-25665,2024-03-30 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.539,False,Temperature variance narrowed after coolant nozzle cleaning.
-25666,2024-03-30 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.74,False,Pressure settled back to nominal after valve reseat.
-25667,2024-03-30 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.673,False,Humidity readings track seasonal rise across late spring.
-25668,2024-03-30 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.122,False,Short-lived packet loss observed at edge gateway gw-02.
-25669,2024-03-30 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.809,False,Temporary gateway failover completed without data loss.
-25670,2024-03-30 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.091,False,Vibration baseline recovered after tool holder replacement.
-25671,2024-03-30 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.642,False,Reliability engineer tagged sample window for model retraining.
-25672,2024-03-30 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.835,False,Humidity baseline improved after seal replacement.
-25673,2024-03-30 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.829,False,Humidity excursion near finishing booth during coating run.
-25674,2024-03-30 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.97,False,Reliability engineer tagged sample window for model retraining.
-25675,2024-03-30 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.821,False,Reliability engineer tagged sample window for model retraining.
-25676,2024-03-30 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.838,False,Transient outlier matched forklift impact near cabinet wall.
-25677,2024-03-30 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.126,False,Coolant loop adjustment reduced chamber temperature spread.
-25678,2024-03-30 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.883,False,Maintenance crew confirmed lubrication interval was missed.
-25679,2024-03-30 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.123,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25680,2024-03-30 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.108,False,Sensor battery health remains nominal after firmware update.
-25681,2024-03-30 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.108,False,Press cycle dwell time lengthened during high-volume batch.
-25682,2024-03-30 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.593,False,Pressure peak corresponds to oversized billet batch processing.
-25683,2024-03-30 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.134,False,Unbalanced load introduced cyclical pressure ripple.
-25684,2024-03-30 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.083,False,Air handler maintenance reduced humidity variance on finishing line.
-25685,2024-03-30 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Thermal ramp exceeded expected warmup curve before shift start.
-25686,2024-03-30 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.151,False,Maintenance crew confirmed lubrication interval was missed.
-25687,2024-03-30 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.191,False,Reliability engineer tagged sample window for model retraining.
-25688,2024-03-30 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.21,False,Vibration burst exceeds envelope during tool change cycle.
-25689,2024-03-30 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Reliability engineer tagged sample window for model retraining.
-25690,2024-03-30 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.334,False,Edge collector replayed buffered events after network recovery.
-25691,2024-03-30 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.277,False,Humidity readings track seasonal rise across late spring.
-25692,2024-03-30 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.524,False,Packaging line stop reduced adjacent vibration background.
-25693,2024-03-30 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.156,False,Unbalanced load introduced cyclical pressure ripple.
-25694,2024-03-30 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.396,False,Maintenance crew confirmed lubrication interval was missed.
-25695,2024-03-30 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.002,False,Night shift startup produced higher than normal vibration floor.
-25696,2024-03-30 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.017,False,Temporary gateway failover completed without data loss.
-25697,2024-03-30 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.55,False,Temperature variance narrowed after coolant nozzle cleaning.
-25698,2024-03-30 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.661,False,Maintenance scheduler deferred calibration due to spare shortage.
-25699,2024-03-30 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Temperature remained elevated during unscheduled overtime run.
-25700,2024-03-30 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.245,False,Calibration check overdue by 11 days for press-line transducer.
-25701,2024-03-30 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.722,False,Sensor signal clipping observed during startup surge.
-25702,2024-03-30 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.556,False,Humidity climbed during dock-door open period in afternoon shift.
-25703,2024-03-30 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.231,False,Warning threshold updated for pilot predictive-maintenance model.
-25704,2024-03-30 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.703,False,Coolant loop adjustment reduced chamber temperature spread.
-25705,2024-03-30 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.641,False,Vibration harmonics broadened during extended production run.
-25706,2024-03-30 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,68.012,False,Short-lived packet loss observed at edge gateway gw-02.
-25707,2024-03-30 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.663,False,Short-lived packet loss observed at edge gateway gw-02.
-25708,2024-03-30 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.669,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25709,2024-03-30 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.611,False,SCADA backfill inserted two delayed telemetry points.
-25710,2024-03-30 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.614,False,Operator reset acknowledged after red-tag inspection.
-25711,2024-03-30 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.049,False,Maintenance scheduler deferred calibration due to spare shortage.
-25712,2024-03-30 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.691,False,Pressure line purge completed before restart authorization.
-25713,2024-03-30 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.728,False,Sensor battery health remains nominal after firmware update.
-25714,2024-03-30 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.642,False,Pressure settled back to nominal after valve reseat.
-25715,2024-03-30 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.412,False,Humidity readings track seasonal rise across late spring.
-25716,2024-03-30 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.546,False,Humidity readings track seasonal rise across late spring.
-25717,2024-03-30 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.57,False,Sensor heartbeat delayed by one interval after gateway retry.
-25718,2024-03-30 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.906,False,Coolant loop adjustment reduced chamber temperature spread.
-25719,2024-03-30 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.584,False,Humidity climbed during dock-door open period in afternoon shift.
-25720,2024-03-30 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.318,False,SCADA backfill inserted two delayed telemetry points.
-25721,2024-03-30 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.997,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25722,2024-03-30 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.272,False,Humidity climbed during dock-door open period in afternoon shift.
-25723,2024-03-30 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.179,False,Supervisory alert generated after three consecutive threshold breaches.
-25724,2024-03-30 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.043,False,Press cycle dwell time lengthened during high-volume batch.
-25725,2024-03-30 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.532,False,Anomaly review flagged possible bearing wear progression.
-25726,2024-03-30 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.547,False,Temporary gateway failover completed without data loss.
-25727,2024-03-30 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.267,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25728,2024-03-30 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.839,False,Pressure peak corresponds to oversized billet batch processing.
-25729,2024-03-30 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.996,False,Pressure line purge completed before restart authorization.
-25730,2024-03-30 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.627,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25731,2024-03-30 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.814,False,Maintenance note logged for coupling imbalance inspection.
-25732,2024-03-30 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.565,False,Reliability engineer tagged sample window for model retraining.
-25733,2024-03-30 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.965,False,Air handler maintenance reduced humidity variance on finishing line.
-25734,2024-03-30 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.541,False,Quality team requested trace review for lot 24-118B.
-25735,2024-03-30 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.439,False,Packaging line stop reduced adjacent vibration background.
-25736,2024-03-30 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.124,False,Unbalanced load introduced cyclical pressure ripple.
-25737,2024-03-30 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.878,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25738,2024-03-30 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.82,False,Temperature remained elevated during unscheduled overtime run.
-25739,2024-03-30 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.619,False,Pressure peak corresponds to oversized billet batch processing.
-25740,2024-03-30 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.926,False,Reliability engineer tagged sample window for model retraining.
-25741,2024-03-30 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.787,False,Quality team requested trace review for lot 24-118B.
-25742,2024-03-30 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.752,False,Temporary gateway failover completed without data loss.
-25743,2024-03-30 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.074,False,Pressure peak corresponds to oversized billet batch processing.
-25744,2024-03-30 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.217,False,Packaging line stop reduced adjacent vibration background.
-25745,2024-03-30 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.681,False,Humidity excursion near finishing booth during coating run.
-25746,2024-03-30 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.564,False,Night shift startup produced higher than normal vibration floor.
-25747,2024-03-30 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.108,False,Hydraulic line pressure oscillation detected under load.
-25748,2024-03-30 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,30.631,False,Shift handoff note referenced unusual noise near press enclosure.
-25749,2024-03-30 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.026,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25750,2024-03-30 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.055,False,Supervisory alert generated after three consecutive threshold breaches.
-25751,2024-03-30 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.556,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25752,2024-03-30 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.413,False,Maintenance note logged for coupling imbalance inspection.
-25753,2024-03-30 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.148,False,Reliability engineer tagged sample window for model retraining.
-25754,2024-03-30 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.78,False,Packaging line stop reduced adjacent vibration background.
-25755,2024-03-30 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.331,False,Telemetry quality flag downgraded during sensor self-test window.
-25756,2024-03-30 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.228,False,Anomaly review flagged possible bearing wear progression.
-25757,2024-03-30 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.664,False,Sensor heartbeat delayed by one interval after gateway retry.
-25758,2024-03-30 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.76,False,Vibration harmonics broadened during extended production run.
-25759,2024-03-30 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.329,False,Calibration check overdue by 11 days for press-line transducer.
-25760,2024-03-30 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.185,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25761,2024-03-30 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.9,False,Sensor enclosure opened for manual calibration verification.
-25762,2024-03-30 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.244,False,Dust extraction fan offline for 18 minutes on line finishing.
-25763,2024-03-30 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.452,False,Packaging line stop reduced adjacent vibration background.
-25764,2024-03-30 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.103,False,Thermal ramp exceeded expected warmup curve before shift start.
-25765,2024-03-30 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Press cycle dwell time lengthened during high-volume batch.
-25766,2024-03-30 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.2,False,Humidity climbed during dock-door open period in afternoon shift.
-25767,2024-03-30 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.812,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25768,2024-03-30 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.249,False,Air handler maintenance reduced humidity variance on finishing line.
-25769,2024-03-30 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.263,False,Quality hold reduced finishing booth activity for one shift.
-25770,2024-03-30 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.704,False,Telemetry quality flag downgraded during sensor self-test window.
-25771,2024-03-30 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.497,False,Anomaly review flagged possible bearing wear progression.
-25772,2024-03-30 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.868,False,Warning threshold updated for pilot predictive-maintenance model.
-25773,2024-03-30 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.852,False,Telemetry quality flag downgraded during sensor self-test window.
-25774,2024-03-30 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.324,False,Operator reported intermittent chatter on machine CNC-04.
-25775,2024-03-30 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.236,False,Humidity excursion near finishing booth during coating run.
-25776,2024-03-30 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.337,False,Humidity excursion near finishing booth during coating run.
-25777,2024-03-30 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.332,False,Machine throughput increase drove sustained pressure uplift.
-25778,2024-03-30 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.478,False,Quality hold reduced finishing booth activity for one shift.
-25779,2024-03-30 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.465,False,Vibration baseline recovered after tool holder replacement.
-25780,2024-03-30 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.28,False,Operator reset acknowledged after red-tag inspection.
-25781,2024-03-30 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.24,False,Coolant loop adjustment reduced chamber temperature spread.
-25782,2024-03-30 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.245,False,Vibration harmonics broadened during extended production run.
-25783,2024-03-30 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.58,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25784,2024-03-30 12:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,43.429,False,Quality hold reduced finishing booth activity for one shift.
-25785,2024-03-30 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.761,False,Sensor enclosure opened for manual calibration verification.
-25786,2024-03-30 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.983,False,Reliability engineer tagged sample window for model retraining.
-25787,2024-03-30 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.355,False,Humidity climbed during dock-door open period in afternoon shift.
-25788,2024-03-30 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.629,False,Supervisory alert generated after three consecutive threshold breaches.
-25789,2024-03-30 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.676,False,Vibration harmonics broadened during extended production run.
-25790,2024-03-30 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.78,False,Coolant loop adjustment reduced chamber temperature spread.
-25791,2024-03-30 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.316,False,Humidity excursion near finishing booth during coating run.
-25792,2024-03-30 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.984,False,Warning threshold updated for pilot predictive-maintenance model.
-25793,2024-03-30 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.637,False,Temperature remained elevated during unscheduled overtime run.
-25794,2024-03-30 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.872,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25795,2024-03-30 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.297,False,Humidity baseline improved after seal replacement.
-25796,2024-03-30 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.674,False,Sensor heartbeat delayed by one interval after gateway retry.
-25797,2024-03-30 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.677,False,Temporary gateway failover completed without data loss.
-25798,2024-03-30 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.875,False,Sensor enclosure opened for manual calibration verification.
-25799,2024-03-30 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.224,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25800,2024-03-30 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.752,False,Bearing temperature rising faster than baseline on spindle cell.
-25801,2024-03-30 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.486,False,Temporary gateway failover completed without data loss.
-25802,2024-03-30 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.837,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25803,2024-03-30 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.13,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25804,2024-03-30 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.319,False,Humidity readings track seasonal rise across late spring.
-25805,2024-03-30 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.744,False,Temperature variance narrowed after coolant nozzle cleaning.
-25806,2024-03-30 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.31,False,Thermal ramp exceeded expected warmup curve before shift start.
-25807,2024-03-30 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.102,False,Reliability engineer tagged sample window for model retraining.
-25808,2024-03-30 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.493,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25809,2024-03-30 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.143,False,Unbalanced load introduced cyclical pressure ripple.
-25810,2024-03-30 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.068,False,Dust extraction fan offline for 18 minutes on line finishing.
-25811,2024-03-30 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.407,False,Anomaly review flagged possible bearing wear progression.
-25812,2024-03-30 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.566,False,Operator reported intermittent chatter on machine CNC-04.
-25813,2024-03-30 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Maintenance note logged for coupling imbalance inspection.
-25814,2024-03-30 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.763,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25815,2024-03-30 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.374,False,Machine idle period extended during planned sanitation window.
-25816,2024-03-30 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.692,False,Transient outlier matched forklift impact near cabinet wall.
-25817,2024-03-30 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.814,False,Vibration baseline recovered after tool holder replacement.
-25818,2024-03-30 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.82,False,Bearing temperature rising faster than baseline on spindle cell.
-25819,2024-03-30 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.891,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25820,2024-03-30 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.773,False,Quality hold reduced finishing booth activity for one shift.
-25821,2024-03-30 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.475,False,Quality team requested trace review for lot 24-118B.
-25822,2024-03-30 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.217,False,Hydraulic line pressure oscillation detected under load.
-25823,2024-03-30 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.591,False,Short-lived packet loss observed at edge gateway gw-02.
-25824,2024-03-30 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.858,False,Humidity baseline improved after seal replacement.
-25825,2024-03-30 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.585,False,Condensation warning cleared after dehumidifier ramp-up.
-25826,2024-03-30 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.303,False,Humidity baseline improved after seal replacement.
-25827,2024-03-30 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.771,False,Humidity excursion near finishing booth during coating run.
-25828,2024-03-30 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.064,False,Temporary gateway failover completed without data loss.
-25829,2024-03-30 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.57,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25830,2024-03-30 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.343,False,Pressure peak corresponds to oversized billet batch processing.
-25831,2024-03-30 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.43,False,Sensor signal clipping observed during startup surge.
-25832,2024-03-30 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.816,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25833,2024-03-30 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.703,False,Calibration check overdue by 11 days for press-line transducer.
-25834,2024-03-30 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.185,False,Temporary gateway failover completed without data loss.
-25835,2024-03-30 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.707,False,Thermal overshoot event coincided with recipe change on furnace.
-25836,2024-03-30 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.368,False,Thermal ramp exceeded expected warmup curve before shift start.
-25837,2024-03-30 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.325,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25838,2024-03-30 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.015,False,Transient outlier matched forklift impact near cabinet wall.
-25839,2024-03-30 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.55,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25840,2024-03-30 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.324,False,Reliability engineer tagged sample window for model retraining.
-25841,2024-03-30 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.756,False,Quality hold reduced finishing booth activity for one shift.
-25842,2024-03-30 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.916,False,Short-lived packet loss observed at edge gateway gw-02.
-25843,2024-03-30 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.363,False,Maintenance scheduler deferred calibration due to spare shortage.
-25844,2024-03-30 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.46,False,Vibration baseline recovered after tool holder replacement.
-25845,2024-03-30 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.051,False,Maintenance note logged for coupling imbalance inspection.
-25846,2024-03-30 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.769,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25847,2024-03-30 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.006,False,Supervisory alert generated after three consecutive threshold breaches.
-25848,2024-03-30 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.829,False,Air handler maintenance reduced humidity variance on finishing line.
-25849,2024-03-30 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.947,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25850,2024-03-30 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.273,False,Pressure peak corresponds to oversized billet batch processing.
-25851,2024-03-30 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.65,False,Quality team requested trace review for lot 24-118B.
-25852,2024-03-30 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.005,False,SCADA backfill inserted two delayed telemetry points.
-25853,2024-03-30 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-25854,2024-03-30 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.292,False,Pressure peak corresponds to oversized billet batch processing.
-25855,2024-03-30 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.629,False,Sensor signal clipping observed during startup surge.
-25856,2024-03-30 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.619,False,Operator reset acknowledged after red-tag inspection.
-25857,2024-03-30 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.822,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25858,2024-03-30 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.36,False,Quality hold reduced finishing booth activity for one shift.
-25859,2024-03-30 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.418,False,Night shift startup produced higher than normal vibration floor.
-25860,2024-03-30 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.2,False,Maintenance note logged for coupling imbalance inspection.
-25861,2024-03-30 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.034,False,Night shift startup produced higher than normal vibration floor.
-25862,2024-03-30 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.222,False,Quality hold reduced finishing booth activity for one shift.
-25863,2024-03-30 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.005,False,Anomaly review flagged possible bearing wear progression.
-25864,2024-03-30 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.216,False,Thermal ramp exceeded expected warmup curve before shift start.
-25865,2024-03-30 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.705,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25866,2024-03-30 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.726,False,Humidity climbed during dock-door open period in afternoon shift.
-25867,2024-03-30 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.142,False,Transient outlier matched forklift impact near cabinet wall.
-25868,2024-03-30 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.111,False,Reliability engineer tagged sample window for model retraining.
-25869,2024-03-30 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.002,False,Night shift startup produced higher than normal vibration floor.
-25870,2024-03-30 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.018,False,Edge collector replayed buffered events after network recovery.
-25871,2024-03-30 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.025,False,Humidity baseline improved after seal replacement.
-25872,2024-03-30 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.902,False,Packaging line stop reduced adjacent vibration background.
-25873,2024-03-30 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.013,False,Reliability engineer tagged sample window for model retraining.
-25874,2024-03-30 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.848,False,Calibration check overdue by 11 days for press-line transducer.
-25875,2024-03-30 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.083,False,Quality team requested trace review for lot 24-118B.
-25876,2024-03-30 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.223,False,Transient outlier matched forklift impact near cabinet wall.
-25877,2024-03-30 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.58,False,Dust extraction fan offline for 18 minutes on line finishing.
-25878,2024-03-30 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.304,False,Pressure line purge completed before restart authorization.
-25879,2024-03-30 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.28,False,Operator reported intermittent chatter on machine CNC-04.
-25880,2024-03-30 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.648,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25881,2024-03-30 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.7,False,Humidity baseline improved after seal replacement.
-25882,2024-03-30 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.026,False,Bearing temperature rising faster than baseline on spindle cell.
-25883,2024-03-30 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.832,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25884,2024-03-30 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.417,False,Humidity climbed during dock-door open period in afternoon shift.
-25885,2024-03-30 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.426,False,Vibration baseline recovered after tool holder replacement.
-25886,2024-03-30 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.635,False,Supervisory alert generated after three consecutive threshold breaches.
-25887,2024-03-30 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.355,False,Operator reset acknowledged after red-tag inspection.
-25888,2024-03-30 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.898,False,Operator reset acknowledged after red-tag inspection.
-25889,2024-03-30 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.157,False,Ambient temperature stabilized after HVAC stage-two engagement.
-25890,2024-03-30 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.48,False,Thermal ramp exceeded expected warmup curve before shift start.
-25891,2024-03-30 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.424,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25892,2024-03-30 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.909,False,Shift handoff note referenced unusual noise near press enclosure.
-25893,2024-03-30 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.368,False,Humidity excursion near finishing booth during coating run.
-25894,2024-03-30 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.208,False,Humidity climbed during dock-door open period in afternoon shift.
-25895,2024-03-30 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.903,False,Hydraulic line pressure oscillation detected under load.
-25896,2024-03-30 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.78,False,Thermal ramp exceeded expected warmup curve before shift start.
-25897,2024-03-30 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.138,False,Thermal ramp exceeded expected warmup curve before shift start.
-25898,2024-03-30 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.792,False,Short-lived packet loss observed at edge gateway gw-02.
-25899,2024-03-30 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.316,False,Warning threshold updated for pilot predictive-maintenance model.
-25900,2024-03-30 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.418,False,Maintenance crew confirmed lubrication interval was missed.
-25901,2024-03-30 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.751,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25902,2024-03-30 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.819,False,Night shift startup produced higher than normal vibration floor.
-25903,2024-03-30 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.374,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25904,2024-03-30 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.52,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25905,2024-03-30 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.39,False,Reliability engineer tagged sample window for model retraining.
-25906,2024-03-30 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.447,False,Maintenance scheduler deferred calibration due to spare shortage.
-25907,2024-03-30 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.024,False,Telemetry quality flag downgraded during sensor self-test window.
-25908,2024-03-30 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.906,False,Thermal ramp exceeded expected warmup curve before shift start.
-25909,2024-03-30 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.829,False,Operator reported intermittent chatter on machine CNC-04.
-25910,2024-03-30 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.982,False,Calibration check overdue by 11 days for press-line transducer.
-25911,2024-03-30 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.436,False,Short-lived packet loss observed at edge gateway gw-02.
-25912,2024-03-30 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.762,False,Pressure settled back to nominal after valve reseat.
-25913,2024-03-30 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.178,False,Temperature variance narrowed after coolant nozzle cleaning.
-25914,2024-03-30 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.721,False,Reliability engineer tagged sample window for model retraining.
-25915,2024-03-30 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.247,False,Compressed air fluctuation introduced pressure noise for two cycles.
-25916,2024-03-30 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.248,False,Transient outlier matched forklift impact near cabinet wall.
-25917,2024-03-30 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.647,False,Dust extraction fan offline for 18 minutes on line finishing.
-25918,2024-03-30 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.629,False,Humidity baseline improved after seal replacement.
-25919,2024-03-30 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.391,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25920,2024-03-30 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.571,False,Telemetry quality flag downgraded during sensor self-test window.
-25921,2024-03-31 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.685,False,Sensor heartbeat delayed by one interval after gateway retry.
-25922,2024-03-31 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.764,False,Operator reset acknowledged after red-tag inspection.
-25923,2024-03-31 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.106,False,Quality team requested trace review for lot 24-118B.
-25924,2024-03-31 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.658,False,Pressure peak corresponds to oversized billet batch processing.
-25925,2024-03-31 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.253,False,Humidity baseline improved after seal replacement.
-25926,2024-03-31 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.021,False,Temporary gateway failover completed without data loss.
-25927,2024-03-31 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.484,False,Sensor heartbeat delayed by one interval after gateway retry.
-25928,2024-03-31 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.89,False,Condensation warning cleared after dehumidifier ramp-up.
-25929,2024-03-31 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.654,False,Pressure peak corresponds to oversized billet batch processing.
-25930,2024-03-31 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.993,False,Thermal overshoot event coincided with recipe change on furnace.
-25931,2024-03-31 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.582,False,Warning threshold updated for pilot predictive-maintenance model.
-25932,2024-03-31 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.187,False,Bearing temperature rising faster than baseline on spindle cell.
-25933,2024-03-31 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.466,False,Sensor heartbeat delayed by one interval after gateway retry.
-25934,2024-03-31 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.043,False,Telemetry quality flag downgraded during sensor self-test window.
-25935,2024-03-31 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.784,False,Shift handoff note referenced unusual noise near press enclosure.
-25936,2024-03-31 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.849,False,Telemetry quality flag downgraded during sensor self-test window.
-25937,2024-03-31 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.919,False,Hydraulic line pressure oscillation detected under load.
-25938,2024-03-31 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.696,False,SCADA backfill inserted two delayed telemetry points.
-25939,2024-03-31 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.168,False,Machine throughput increase drove sustained pressure uplift.
-25940,2024-03-31 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.39,False,Packaging line stop reduced adjacent vibration background.
-25941,2024-03-31 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.359,False,Temperature variance narrowed after coolant nozzle cleaning.
-25942,2024-03-31 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.889,False,Press cycle dwell time lengthened during high-volume batch.
-25943,2024-03-31 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.272,False,SCADA backfill inserted two delayed telemetry points.
-25944,2024-03-31 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.358,False,Sensor signal clipping observed during startup surge.
-25945,2024-03-31 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.364,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25946,2024-03-31 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.656,False,Supervisory alert generated after three consecutive threshold breaches.
-25947,2024-03-31 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.008,False,SCADA backfill inserted two delayed telemetry points.
-25948,2024-03-31 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.052,False,Humidity excursion near finishing booth during coating run.
-25949,2024-03-31 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Hydraulic line pressure oscillation detected under load.
-25950,2024-03-31 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.455,False,Vibration harmonics broadened during extended production run.
-25951,2024-03-31 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.863,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25952,2024-03-31 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.402,False,Calibration check overdue by 11 days for press-line transducer.
-25953,2024-03-31 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.204,False,SCADA backfill inserted two delayed telemetry points.
-25954,2024-03-31 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.603,False,Pressure settled back to nominal after valve reseat.
-25955,2024-03-31 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Warning threshold updated for pilot predictive-maintenance model.
-25956,2024-03-31 02:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.721,False,Air handler maintenance reduced humidity variance on finishing line.
-25957,2024-03-31 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.001,False,Operator reported intermittent chatter on machine CNC-04.
-25958,2024-03-31 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.854,False,Reliability engineer tagged sample window for model retraining.
-25959,2024-03-31 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.213,False,Maintenance crew confirmed lubrication interval was missed.
-25960,2024-03-31 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.75,False,Temperature variance narrowed after coolant nozzle cleaning.
-25961,2024-03-31 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Sensor heartbeat delayed by one interval after gateway retry.
-25962,2024-03-31 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.705,False,Sensor battery health remains nominal after firmware update.
-25963,2024-03-31 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.262,False,Unbalanced load introduced cyclical pressure ripple.
-25964,2024-03-31 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.202,False,Pressure line purge completed before restart authorization.
-25965,2024-03-31 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.97,False,Temporary gateway failover completed without data loss.
-25966,2024-03-31 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.136,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-25967,2024-03-31 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.539,False,Edge collector replayed buffered events after network recovery.
-25968,2024-03-31 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.407,False,Humidity excursion near finishing booth during coating run.
-25969,2024-03-31 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.28,False,Condensation warning cleared after dehumidifier ramp-up.
-25970,2024-03-31 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,82.019,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-25971,2024-03-31 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.961,False,Shift handoff note referenced unusual noise near press enclosure.
-25972,2024-03-31 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.876,False,Shift handoff note referenced unusual noise near press enclosure.
-25973,2024-03-31 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.487,False,Maintenance crew confirmed lubrication interval was missed.
-25974,2024-03-31 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.244,False,Night shift startup produced higher than normal vibration floor.
-25975,2024-03-31 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.225,False,Pressure peak corresponds to oversized billet batch processing.
-25976,2024-03-31 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.48,False,Shift handoff note referenced unusual noise near press enclosure.
-25977,2024-03-31 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.336,False,Maintenance note logged for coupling imbalance inspection.
-25978,2024-03-31 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.839,False,Humidity readings track seasonal rise across late spring.
-25979,2024-03-31 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.1,False,SCADA backfill inserted two delayed telemetry points.
-25980,2024-03-31 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.421,False,Hydraulic line pressure oscillation detected under load.
-25981,2024-03-31 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.395,False,Sensor enclosure opened for manual calibration verification.
-25982,2024-03-31 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.794,False,Machine throughput increase drove sustained pressure uplift.
-25983,2024-03-31 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.42,False,Heat-treat furnace door cycling increased localized temperature spikes.
-25984,2024-03-31 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.598,False,Temporary gateway failover completed without data loss.
-25985,2024-03-31 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.587,False,Shift handoff note referenced unusual noise near press enclosure.
-25986,2024-03-31 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.615,False,Sensor heartbeat delayed by one interval after gateway retry.
-25987,2024-03-31 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.72,False,Shift handoff note referenced unusual noise near press enclosure.
-25988,2024-03-31 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.508,False,Unbalanced load introduced cyclical pressure ripple.
-25989,2024-03-31 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.45,False,Sensor 3 drift suspected after cross-check with manual gauge.
-25990,2024-03-31 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.452,False,Maintenance scheduler deferred calibration due to spare shortage.
-25991,2024-03-31 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.678,False,Sensor battery health remains nominal after firmware update.
-25992,2024-03-31 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.125,False,Maintenance scheduler deferred calibration due to spare shortage.
-25993,2024-03-31 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.107,False,Thermal ramp exceeded expected warmup curve before shift start.
-25994,2024-03-31 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.084,False,Machine throughput increase drove sustained pressure uplift.
-25995,2024-03-31 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.083,False,Supervisory alert generated after three consecutive threshold breaches.
-25996,2024-03-31 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.855,False,Sensor battery health remains nominal after firmware update.
-25997,2024-03-31 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.926,False,Humidity excursion near finishing booth during coating run.
-25998,2024-03-31 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.611,False,Anomaly review flagged possible bearing wear progression.
-25999,2024-03-31 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.035,False,Packaging line stop reduced adjacent vibration background.
-26000,2024-03-31 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.796,False,Vibration harmonics broadened during extended production run.
-26001,2024-03-31 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.23,False,Humidity baseline improved after seal replacement.
-26002,2024-03-31 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.778,False,Vibration baseline recovered after tool holder replacement.
-26003,2024-03-31 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.936,False,Supervisory alert generated after three consecutive threshold breaches.
-26004,2024-03-31 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.0,False,Anomaly review flagged possible bearing wear progression.
-26005,2024-03-31 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Humidity excursion near finishing booth during coating run.
-26006,2024-03-31 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.188,False,Maintenance note logged for coupling imbalance inspection.
-26007,2024-03-31 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.335,False,Air handler maintenance reduced humidity variance on finishing line.
-26008,2024-03-31 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.716,False,Humidity excursion near finishing booth during coating run.
-26009,2024-03-31 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.026,False,Vibration harmonics broadened during extended production run.
-26010,2024-03-31 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.526,False,Anomaly review flagged possible bearing wear progression.
-26011,2024-03-31 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.461,False,SCADA backfill inserted two delayed telemetry points.
-26012,2024-03-31 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.441,False,Transient outlier matched forklift impact near cabinet wall.
-26013,2024-03-31 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.641,False,Supervisory alert generated after three consecutive threshold breaches.
-26014,2024-03-31 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.557,False,Temperature remained elevated during unscheduled overtime run.
-26015,2024-03-31 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.604,False,Pressure settled back to nominal after valve reseat.
-26016,2024-03-31 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.145,False,Unbalanced load introduced cyclical pressure ripple.
-26017,2024-03-31 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.527,False,Sensor battery health remains nominal after firmware update.
-26018,2024-03-31 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.337,False,Anomaly review flagged possible bearing wear progression.
-26019,2024-03-31 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.706,False,Pressure peak corresponds to oversized billet batch processing.
-26020,2024-03-31 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.86,False,Condensation warning cleared after dehumidifier ramp-up.
-26021,2024-03-31 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Short-lived packet loss observed at edge gateway gw-02.
-26022,2024-03-31 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.489,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26023,2024-03-31 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Condensation warning cleared after dehumidifier ramp-up.
-26024,2024-03-31 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.165,False,Quality team requested trace review for lot 24-118B.
-26025,2024-03-31 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.598,False,Humidity readings track seasonal rise across late spring.
-26026,2024-03-31 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.622,False,Vibration baseline recovered after tool holder replacement.
-26027,2024-03-31 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.929,False,Humidity climbed during dock-door open period in afternoon shift.
-26028,2024-03-31 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.971,False,Machine idle period extended during planned sanitation window.
-26029,2024-03-31 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.171,False,Unbalanced load introduced cyclical pressure ripple.
-26030,2024-03-31 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.253,False,Maintenance note logged for coupling imbalance inspection.
-26031,2024-03-31 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.617,False,Maintenance note logged for coupling imbalance inspection.
-26032,2024-03-31 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.753,False,Telemetry quality flag downgraded during sensor self-test window.
-26033,2024-03-31 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.598,False,Pressure line purge completed before restart authorization.
-26034,2024-03-31 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.847,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26035,2024-03-31 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.741,False,Vibration harmonics broadened during extended production run.
-26036,2024-03-31 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.84,False,Temperature variance narrowed after coolant nozzle cleaning.
-26037,2024-03-31 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.996,False,Quality hold reduced finishing booth activity for one shift.
-26038,2024-03-31 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.983,False,Dust extraction fan offline for 18 minutes on line finishing.
-26039,2024-03-31 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.099,False,Telemetry quality flag downgraded during sensor self-test window.
-26040,2024-03-31 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.646,False,Pressure line purge completed before restart authorization.
-26041,2024-03-31 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.01,False,Unbalanced load introduced cyclical pressure ripple.
-26042,2024-03-31 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.871,False,Packaging line stop reduced adjacent vibration background.
-26043,2024-03-31 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.969,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26044,2024-03-31 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.669,False,Bearing temperature rising faster than baseline on spindle cell.
-26045,2024-03-31 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Telemetry quality flag downgraded during sensor self-test window.
-26046,2024-03-31 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.905,False,Packaging line stop reduced adjacent vibration background.
-26047,2024-03-31 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.502,False,Edge collector replayed buffered events after network recovery.
-26048,2024-03-31 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.559,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26049,2024-03-31 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.975,False,Sensor heartbeat delayed by one interval after gateway retry.
-26050,2024-03-31 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.13,False,Maintenance scheduler deferred calibration due to spare shortage.
-26051,2024-03-31 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.228,False,Quality hold reduced finishing booth activity for one shift.
-26052,2024-03-31 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.526,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26053,2024-03-31 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.556,False,Vibration baseline recovered after tool holder replacement.
-26054,2024-03-31 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.017,False,Temporary gateway failover completed without data loss.
-26055,2024-03-31 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.129,False,Packaging line stop reduced adjacent vibration background.
-26056,2024-03-31 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.01,False,Thermal ramp exceeded expected warmup curve before shift start.
-26057,2024-03-31 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.194,False,Sensor signal clipping observed during startup surge.
-26058,2024-03-31 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.107,False,Hydraulic line pressure oscillation detected under load.
-26059,2024-03-31 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.421,False,Short-lived packet loss observed at edge gateway gw-02.
-26060,2024-03-31 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.196,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26061,2024-03-31 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.522,False,Coolant loop adjustment reduced chamber temperature spread.
-26062,2024-03-31 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.404,False,Sensor enclosure opened for manual calibration verification.
-26063,2024-03-31 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.879,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26064,2024-03-31 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.836,False,Pressure line purge completed before restart authorization.
-26065,2024-03-31 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.743,False,Anomaly review flagged possible bearing wear progression.
-26066,2024-03-31 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.016,False,Sensor enclosure opened for manual calibration verification.
-26067,2024-03-31 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.709,False,Bearing temperature rising faster than baseline on spindle cell.
-26068,2024-03-31 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.34,False,Bearing temperature rising faster than baseline on spindle cell.
-26069,2024-03-31 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Quality team requested trace review for lot 24-118B.
-26070,2024-03-31 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.723,False,Vibration baseline recovered after tool holder replacement.
-26071,2024-03-31 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.034,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26072,2024-03-31 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.312,False,Sensor signal clipping observed during startup surge.
-26073,2024-03-31 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.768,False,Humidity excursion near finishing booth during coating run.
-26074,2024-03-31 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.313,False,Sensor signal clipping observed during startup surge.
-26075,2024-03-31 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.324,False,Machine throughput increase drove sustained pressure uplift.
-26076,2024-03-31 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.288,False,Dust extraction fan offline for 18 minutes on line finishing.
-26077,2024-03-31 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Thermal ramp exceeded expected warmup curve before shift start.
-26078,2024-03-31 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.73,False,Quality team requested trace review for lot 24-118B.
-26079,2024-03-31 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.238,False,Transient outlier matched forklift impact near cabinet wall.
-26080,2024-03-31 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.203,False,Hydraulic line pressure oscillation detected under load.
-26081,2024-03-31 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.506,False,Supervisory alert generated after three consecutive threshold breaches.
-26082,2024-03-31 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.452,False,Transient outlier matched forklift impact near cabinet wall.
-26083,2024-03-31 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.843,False,Transient outlier matched forklift impact near cabinet wall.
-26084,2024-03-31 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.12,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26085,2024-03-31 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.32,False,Operator reported intermittent chatter on machine CNC-04.
-26086,2024-03-31 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.012,False,Sensor battery health remains nominal after firmware update.
-26087,2024-03-31 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.545,False,Sensor enclosure opened for manual calibration verification.
-26088,2024-03-31 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.323,False,Night shift startup produced higher than normal vibration floor.
-26089,2024-03-31 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.008,False,Pressure settled back to nominal after valve reseat.
-26090,2024-03-31 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.817,False,Night shift startup produced higher than normal vibration floor.
-26091,2024-03-31 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.851,False,Edge collector replayed buffered events after network recovery.
-26092,2024-03-31 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.344,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26093,2024-03-31 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.738,False,Sensor enclosure opened for manual calibration verification.
-26094,2024-03-31 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.771,False,Humidity climbed during dock-door open period in afternoon shift.
-26095,2024-03-31 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.704,False,Vibration baseline recovered after tool holder replacement.
-26096,2024-03-31 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.924,False,Dust extraction fan offline for 18 minutes on line finishing.
-26097,2024-03-31 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Machine throughput increase drove sustained pressure uplift.
-26098,2024-03-31 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.912,False,Pressure line purge completed before restart authorization.
-26099,2024-03-31 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.104,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26100,2024-03-31 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.313,False,Machine idle period extended during planned sanitation window.
-26101,2024-03-31 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.315,False,Packaging line stop reduced adjacent vibration background.
-26102,2024-03-31 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.545,False,Unbalanced load introduced cyclical pressure ripple.
-26103,2024-03-31 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.127,False,Pressure peak corresponds to oversized billet batch processing.
-26104,2024-03-31 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.191,False,Bearing temperature rising faster than baseline on spindle cell.
-26105,2024-03-31 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Humidity climbed during dock-door open period in afternoon shift.
-26106,2024-03-31 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.686,False,Calibration check overdue by 11 days for press-line transducer.
-26107,2024-03-31 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.425,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26108,2024-03-31 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.478,False,Calibration check overdue by 11 days for press-line transducer.
-26109,2024-03-31 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.5,False,Maintenance crew confirmed lubrication interval was missed.
-26110,2024-03-31 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.687,False,Packaging line stop reduced adjacent vibration background.
-26111,2024-03-31 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.93,False,Temperature remained elevated during unscheduled overtime run.
-26112,2024-03-31 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.148,False,Calibration check overdue by 11 days for press-line transducer.
-26113,2024-03-31 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.692,False,Warning threshold updated for pilot predictive-maintenance model.
-26114,2024-03-31 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.577,False,Reliability engineer tagged sample window for model retraining.
-26115,2024-03-31 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.02,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26116,2024-03-31 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.583,False,Pressure peak corresponds to oversized billet batch processing.
-26117,2024-03-31 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Maintenance crew confirmed lubrication interval was missed.
-26118,2024-03-31 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.253,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26119,2024-03-31 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.566,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26120,2024-03-31 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.657,False,Condensation warning cleared after dehumidifier ramp-up.
-26121,2024-03-31 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.689,False,Dust extraction fan offline for 18 minutes on line finishing.
-26122,2024-03-31 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.487,False,Shift handoff note referenced unusual noise near press enclosure.
-26123,2024-03-31 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.77,False,Pressure settled back to nominal after valve reseat.
-26124,2024-03-31 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.41,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26125,2024-03-31 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.348,False,Temperature remained elevated during unscheduled overtime run.
-26126,2024-03-31 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.68,False,Vibration burst exceeds envelope during tool change cycle.
-26127,2024-03-31 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.091,False,Supervisory alert generated after three consecutive threshold breaches.
-26128,2024-03-31 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.238,False,Sensor enclosure opened for manual calibration verification.
-26129,2024-03-31 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.679,False,Operator reported intermittent chatter on machine CNC-04.
-26130,2024-03-31 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.787,False,Hydraulic line pressure oscillation detected under load.
-26131,2024-03-31 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.64,False,Quality team requested trace review for lot 24-118B.
-26132,2024-03-31 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.149,False,Pressure line purge completed before restart authorization.
-26133,2024-03-31 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.24,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26134,2024-03-31 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.026,False,Sensor heartbeat delayed by one interval after gateway retry.
-26135,2024-03-31 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.368,False,Humidity readings track seasonal rise across late spring.
-26136,2024-03-31 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.072,False,Bearing temperature rising faster than baseline on spindle cell.
-26137,2024-03-31 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.568,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26138,2024-03-31 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.097,False,Pressure peak corresponds to oversized billet batch processing.
-26139,2024-03-31 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.251,False,Quality team requested trace review for lot 24-118B.
-26140,2024-03-31 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.058,False,Vibration burst exceeds envelope during tool change cycle.
-26141,2024-03-31 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.725,False,Hydraulic line pressure oscillation detected under load.
-26142,2024-03-31 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.412,False,Humidity climbed during dock-door open period in afternoon shift.
-26143,2024-03-31 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.17,False,Thermal ramp exceeded expected warmup curve before shift start.
-26144,2024-03-31 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.524,False,Temperature remained elevated during unscheduled overtime run.
-26145,2024-03-31 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Maintenance crew confirmed lubrication interval was missed.
-26146,2024-03-31 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.721,False,Pressure peak corresponds to oversized billet batch processing.
-26147,2024-03-31 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.466,False,Machine throughput increase drove sustained pressure uplift.
-26148,2024-03-31 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.768,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26149,2024-03-31 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.546,False,Night shift startup produced higher than normal vibration floor.
-26150,2024-03-31 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.154,False,Thermal ramp exceeded expected warmup curve before shift start.
-26151,2024-03-31 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.702,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26152,2024-03-31 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.149,False,SCADA backfill inserted two delayed telemetry points.
-26153,2024-03-31 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.637,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26154,2024-03-31 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.082,False,Maintenance note logged for coupling imbalance inspection.
-26155,2024-03-31 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.696,False,Telemetry quality flag downgraded during sensor self-test window.
-26156,2024-03-31 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.201,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26157,2024-03-31 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.911,False,Quality team requested trace review for lot 24-118B.
-26158,2024-03-31 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.809,False,Sensor signal clipping observed during startup surge.
-26159,2024-03-31 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.514,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26160,2024-03-31 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.692,False,Maintenance crew confirmed lubrication interval was missed.
-26161,2024-03-31 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.664,False,Vibration burst exceeds envelope during tool change cycle.
-26162,2024-03-31 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.781,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26163,2024-03-31 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.249,False,Maintenance note logged for coupling imbalance inspection.
-26164,2024-03-31 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.495,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26165,2024-03-31 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.713,False,Humidity baseline improved after seal replacement.
-26166,2024-03-31 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.163,False,Humidity climbed during dock-door open period in afternoon shift.
-26167,2024-03-31 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.394,False,Temporary gateway failover completed without data loss.
-26168,2024-03-31 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.055,False,Humidity climbed during dock-door open period in afternoon shift.
-26169,2024-03-31 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.665,False,SCADA backfill inserted two delayed telemetry points.
-26170,2024-03-31 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.5,False,Pressure line purge completed before restart authorization.
-26171,2024-03-31 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.598,False,Sensor signal clipping observed during startup surge.
-26172,2024-03-31 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.831,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26173,2024-03-31 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.174,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26174,2024-03-31 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.752,False,Warning threshold updated for pilot predictive-maintenance model.
-26175,2024-03-31 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.08,False,Thermal ramp exceeded expected warmup curve before shift start.
-26176,2024-03-31 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.866,False,Warning threshold updated for pilot predictive-maintenance model.
-26177,2024-03-31 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.832,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26178,2024-03-31 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.91,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26179,2024-03-31 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.195,False,Humidity readings track seasonal rise across late spring.
-26180,2024-03-31 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.456,False,Unbalanced load introduced cyclical pressure ripple.
-26181,2024-03-31 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.055,False,Bearing temperature rising faster than baseline on spindle cell.
-26182,2024-03-31 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.177,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26183,2024-03-31 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.055,False,Shift handoff note referenced unusual noise near press enclosure.
-26184,2024-03-31 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.978,False,Dust extraction fan offline for 18 minutes on line finishing.
-26185,2024-03-31 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.706,False,Sensor battery health remains nominal after firmware update.
-26186,2024-03-31 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.32,False,Press cycle dwell time lengthened during high-volume batch.
-26187,2024-03-31 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.691,False,Machine idle period extended during planned sanitation window.
-26188,2024-03-31 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.702,False,Machine throughput increase drove sustained pressure uplift.
-26189,2024-03-31 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.015,False,Hydraulic line pressure oscillation detected under load.
-26190,2024-03-31 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.393,False,Quality hold reduced finishing booth activity for one shift.
-26191,2024-03-31 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.184,False,Pressure peak corresponds to oversized billet batch processing.
-26192,2024-03-31 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.232,False,Sensor enclosure opened for manual calibration verification.
-26193,2024-03-31 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.319,False,Coolant loop adjustment reduced chamber temperature spread.
-26194,2024-03-31 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.77,False,Temporary gateway failover completed without data loss.
-26195,2024-03-31 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.483,False,Humidity readings track seasonal rise across late spring.
-26196,2024-03-31 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.13,False,Press cycle dwell time lengthened during high-volume batch.
-26197,2024-03-31 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.207,False,Anomaly review flagged possible bearing wear progression.
-26198,2024-03-31 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.632,False,Quality team requested trace review for lot 24-118B.
-26199,2024-03-31 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.734,False,Press cycle dwell time lengthened during high-volume batch.
-26200,2024-03-31 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.278,False,Hydraulic line pressure oscillation detected under load.
-26201,2024-03-31 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.684,False,Vibration baseline recovered after tool holder replacement.
-26202,2024-03-31 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.573,False,Sensor enclosure opened for manual calibration verification.
-26203,2024-03-31 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.274,False,Temperature remained elevated during unscheduled overtime run.
-26204,2024-03-31 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.136,False,Humidity baseline improved after seal replacement.
-26205,2024-03-31 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.957,False,Pressure peak corresponds to oversized billet batch processing.
-26206,2024-03-31 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.389,False,Air handler maintenance reduced humidity variance on finishing line.
-26207,2024-03-31 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.559,False,Humidity readings track seasonal rise across late spring.
-26208,2024-03-31 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.365,False,Temporary gateway failover completed without data loss.
-26209,2024-04-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.369,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26210,2024-04-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.308,False,SCADA backfill inserted two delayed telemetry points.
-26211,2024-04-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.339,True,Ambient temperature stabilized after HVAC stage-two engagement.
-26212,2024-04-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.827,False,Humidity baseline improved after seal replacement.
-26213,2024-04-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.687,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26214,2024-04-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.26,False,Warning threshold updated for pilot predictive-maintenance model.
-26215,2024-04-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.356,True,Night shift startup produced higher than normal vibration floor.
-26216,2024-04-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.822,False,Thermal ramp exceeded expected warmup curve before shift start.
-26217,2024-04-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.737,False,Operator reported intermittent chatter on machine CNC-04.
-26218,2024-04-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.241,False,Sensor heartbeat delayed by one interval after gateway retry.
-26219,2024-04-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.314,True,Quality hold reduced finishing booth activity for one shift.
-26220,2024-04-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.662,False,Operator reset acknowledged after red-tag inspection.
-26221,2024-04-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.205,False,Reliability engineer tagged sample window for model retraining.
-26222,2024-04-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.334,False,Sensor enclosure opened for manual calibration verification.
-26223,2024-04-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.884,True,Air handler maintenance reduced humidity variance on finishing line.
-26224,2024-04-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.787,False,Calibration check overdue by 11 days for press-line transducer.
-26225,2024-04-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.788,False,Supervisory alert generated after three consecutive threshold breaches.
-26226,2024-04-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.948,False,Maintenance scheduler deferred calibration due to spare shortage.
-26227,2024-04-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.222,True,Air handler maintenance reduced humidity variance on finishing line.
-26228,2024-04-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.985,False,Operator reset acknowledged after red-tag inspection.
-26229,2024-04-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.653,False,Bearing temperature rising faster than baseline on spindle cell.
-26230,2024-04-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.136,False,Sensor heartbeat delayed by one interval after gateway retry.
-26231,2024-04-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.542,True,Shift handoff note referenced unusual noise near press enclosure.
-26232,2024-04-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.517,False,Machine throughput increase drove sustained pressure uplift.
-26233,2024-04-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.403,False,Pressure line purge completed before restart authorization.
-26234,2024-04-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.792,False,Pressure line purge completed before restart authorization.
-26235,2024-04-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.154,True,Maintenance scheduler deferred calibration due to spare shortage.
-26236,2024-04-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.906,False,Pressure settled back to nominal after valve reseat.
-26237,2024-04-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.179,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26238,2024-04-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.526,False,Vibration baseline recovered after tool holder replacement.
-26239,2024-04-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.32,True,Dust extraction fan offline for 18 minutes on line finishing.
-26240,2024-04-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.162,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26241,2024-04-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.101,False,Dust extraction fan offline for 18 minutes on line finishing.
-26242,2024-04-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.919,False,Night shift startup produced higher than normal vibration floor.
-26243,2024-04-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.076,True,Temperature variance narrowed after coolant nozzle cleaning.
-26244,2024-04-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.873,False,Maintenance crew confirmed lubrication interval was missed.
-26245,2024-04-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.764,False,Air handler maintenance reduced humidity variance on finishing line.
-26246,2024-04-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.555,False,Machine throughput increase drove sustained pressure uplift.
-26247,2024-04-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.667,True,Supervisory alert generated after three consecutive threshold breaches.
-26248,2024-04-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.626,False,Vibration baseline recovered after tool holder replacement.
-26249,2024-04-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.865,False,Bearing temperature rising faster than baseline on spindle cell.
-26250,2024-04-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.739,False,Pressure peak corresponds to oversized billet batch processing.
-26251,2024-04-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.418,True,Unbalanced load introduced cyclical pressure ripple.
-26252,2024-04-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.207,False,Thermal overshoot event coincided with recipe change on furnace.
-26253,2024-04-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.793,False,Shift handoff note referenced unusual noise near press enclosure.
-26254,2024-04-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.609,False,Quality hold reduced finishing booth activity for one shift.
-26255,2024-04-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.465,True,Telemetry quality flag downgraded during sensor self-test window.
-26256,2024-04-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.139,False,Hydraulic line pressure oscillation detected under load.
-26257,2024-04-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Humidity climbed during dock-door open period in afternoon shift.
-26258,2024-04-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.603,False,Temporary gateway failover completed without data loss.
-26259,2024-04-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.305,True,Transient outlier matched forklift impact near cabinet wall.
-26260,2024-04-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.994,False,Pressure peak corresponds to oversized billet batch processing.
-26261,2024-04-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Temperature variance narrowed after coolant nozzle cleaning.
-26262,2024-04-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.984,False,Quality hold reduced finishing booth activity for one shift.
-26263,2024-04-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.68,True,Short-lived packet loss observed at edge gateway gw-02.
-26264,2024-04-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.116,False,Shift handoff note referenced unusual noise near press enclosure.
-26265,2024-04-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.5,False,Short-lived packet loss observed at edge gateway gw-02.
-26266,2024-04-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.841,False,Supervisory alert generated after three consecutive threshold breaches.
-26267,2024-04-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.707,True,Sensor enclosure opened for manual calibration verification.
-26268,2024-04-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.468,False,Humidity excursion near finishing booth during coating run.
-26269,2024-04-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.877,False,Vibration baseline recovered after tool holder replacement.
-26270,2024-04-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.147,False,Pressure peak corresponds to oversized billet batch processing.
-26271,2024-04-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.898,True,Thermal ramp exceeded expected warmup curve before shift start.
-26272,2024-04-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.975,False,Sensor battery health remains nominal after firmware update.
-26273,2024-04-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Sensor signal clipping observed during startup surge.
-26274,2024-04-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.002,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26275,2024-04-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.989,True,Machine throughput increase drove sustained pressure uplift.
-26276,2024-04-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.715,False,Quality team requested trace review for lot 24-118B.
-26277,2024-04-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.698,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26278,2024-04-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.131,False,Operator reset acknowledged after red-tag inspection.
-26279,2024-04-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.334,True,Machine idle period extended during planned sanitation window.
-26280,2024-04-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.79,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26281,2024-04-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.697,False,Humidity baseline improved after seal replacement.
-26282,2024-04-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.817,False,Vibration harmonics broadened during extended production run.
-26283,2024-04-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.599,True,Packaging line stop reduced adjacent vibration background.
-26284,2024-04-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.622,False,Hydraulic line pressure oscillation detected under load.
-26285,2024-04-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.516,False,SCADA backfill inserted two delayed telemetry points.
-26286,2024-04-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.86,False,Calibration check overdue by 11 days for press-line transducer.
-26287,2024-04-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.609,True,Hydraulic line pressure oscillation detected under load.
-26288,2024-04-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.377,False,Temperature remained elevated during unscheduled overtime run.
-26289,2024-04-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.628,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26290,2024-04-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.656,False,Humidity baseline improved after seal replacement.
-26291,2024-04-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,6.356,True,Operator reset acknowledged after red-tag inspection.
-26292,2024-04-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.972,False,Temperature variance narrowed after coolant nozzle cleaning.
-26293,2024-04-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.567,False,Humidity readings track seasonal rise across late spring.
-26294,2024-04-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.897,False,Transient outlier matched forklift impact near cabinet wall.
-26295,2024-04-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.256,True,Anomaly review flagged possible bearing wear progression.
-26296,2024-04-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.497,False,Operator reset acknowledged after red-tag inspection.
-26297,2024-04-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.12,False,Air handler maintenance reduced humidity variance on finishing line.
-26298,2024-04-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.328,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26299,2024-04-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.67,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-26300,2024-04-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.063,False,Machine throughput increase drove sustained pressure uplift.
-26301,2024-04-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.739,False,Sensor enclosure opened for manual calibration verification.
-26302,2024-04-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.598,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26303,2024-04-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.978,True,Ambient temperature stabilized after HVAC stage-two engagement.
-26304,2024-04-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.144,False,Temporary gateway failover completed without data loss.
-26305,2024-04-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.824,False,Sensor enclosure opened for manual calibration verification.
-26306,2024-04-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.896,False,Night shift startup produced higher than normal vibration floor.
-26307,2024-04-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.213,True,Packaging line stop reduced adjacent vibration background.
-26308,2024-04-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.132,False,Quality hold reduced finishing booth activity for one shift.
-26309,2024-04-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.612,False,Short-lived packet loss observed at edge gateway gw-02.
-26310,2024-04-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.56,False,Humidity excursion near finishing booth during coating run.
-26311,2024-04-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.805,True,Anomaly review flagged possible bearing wear progression.
-26312,2024-04-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.607,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26313,2024-04-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.805,False,Sensor signal clipping observed during startup surge.
-26314,2024-04-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.936,False,Reliability engineer tagged sample window for model retraining.
-26315,2024-04-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.922,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-26316,2024-04-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.22,False,Shift handoff note referenced unusual noise near press enclosure.
-26317,2024-04-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.869,False,Vibration harmonics broadened during extended production run.
-26318,2024-04-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.407,False,Sensor battery health remains nominal after firmware update.
-26319,2024-04-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.461,True,Coolant loop adjustment reduced chamber temperature spread.
-26320,2024-04-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.259,False,Short-lived packet loss observed at edge gateway gw-02.
-26321,2024-04-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.634,False,Vibration harmonics broadened during extended production run.
-26322,2024-04-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.47,False,Maintenance scheduler deferred calibration due to spare shortage.
-26323,2024-04-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.044,True,Short-lived packet loss observed at edge gateway gw-02.
-26324,2024-04-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.526,False,Humidity climbed during dock-door open period in afternoon shift.
-26325,2024-04-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Pressure line purge completed before restart authorization.
-26326,2024-04-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.022,False,Humidity baseline improved after seal replacement.
-26327,2024-04-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.532,True,Heat-treat furnace door cycling increased localized temperature spikes.
-26328,2024-04-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.409,False,Bearing temperature rising faster than baseline on spindle cell.
-26329,2024-04-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.974,False,Hydraulic line pressure oscillation detected under load.
-26330,2024-04-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.207,False,Anomaly review flagged possible bearing wear progression.
-26331,2024-04-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.147,True,Quality team requested trace review for lot 24-118B.
-26332,2024-04-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.173,False,Transient outlier matched forklift impact near cabinet wall.
-26333,2024-04-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.326,False,Operator reported intermittent chatter on machine CNC-04.
-26334,2024-04-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.699,False,Dust extraction fan offline for 18 minutes on line finishing.
-26335,2024-04-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.997,True,Unbalanced load introduced cyclical pressure ripple.
-26336,2024-04-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.318,False,Maintenance scheduler deferred calibration due to spare shortage.
-26337,2024-04-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.083,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26338,2024-04-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.139,False,Sensor enclosure opened for manual calibration verification.
-26339,2024-04-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.972,True,Humidity excursion near finishing booth during coating run.
-26340,2024-04-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.526,False,Calibration check overdue by 11 days for press-line transducer.
-26341,2024-04-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.545,False,Coolant loop adjustment reduced chamber temperature spread.
-26342,2024-04-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.173,False,Warning threshold updated for pilot predictive-maintenance model.
-26343,2024-04-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.422,True,Press cycle dwell time lengthened during high-volume batch.
-26344,2024-04-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.444,False,Machine throughput increase drove sustained pressure uplift.
-26345,2024-04-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.634,False,Supervisory alert generated after three consecutive threshold breaches.
-26346,2024-04-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.225,False,Operator reported intermittent chatter on machine CNC-04.
-26347,2024-04-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.475,True,Maintenance crew confirmed lubrication interval was missed.
-26348,2024-04-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.011,False,Sensor battery health remains nominal after firmware update.
-26349,2024-04-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.781,False,Pressure line purge completed before restart authorization.
-26350,2024-04-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.899,False,Maintenance note logged for coupling imbalance inspection.
-26351,2024-04-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.156,True,Condensation warning cleared after dehumidifier ramp-up.
-26352,2024-04-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.051,False,Coolant loop adjustment reduced chamber temperature spread.
-26353,2024-04-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.452,False,Sensor battery health remains nominal after firmware update.
-26354,2024-04-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.599,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26355,2024-04-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.343,True,Maintenance note logged for coupling imbalance inspection.
-26356,2024-04-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.592,False,Transient outlier matched forklift impact near cabinet wall.
-26357,2024-04-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,Vibration baseline recovered after tool holder replacement.
-26358,2024-04-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.54,False,Thermal overshoot event coincided with recipe change on furnace.
-26359,2024-04-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.35,True,Calibration check overdue by 11 days for press-line transducer.
-26360,2024-04-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.344,False,Unbalanced load introduced cyclical pressure ripple.
-26361,2024-04-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Unbalanced load introduced cyclical pressure ripple.
-26362,2024-04-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.551,False,Maintenance scheduler deferred calibration due to spare shortage.
-26363,2024-04-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.597,True,Bearing temperature rising faster than baseline on spindle cell.
-26364,2024-04-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.776,False,Humidity baseline improved after seal replacement.
-26365,2024-04-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.321,False,Sensor heartbeat delayed by one interval after gateway retry.
-26366,2024-04-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.108,False,Humidity baseline improved after seal replacement.
-26367,2024-04-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.321,True,Edge collector replayed buffered events after network recovery.
-26368,2024-04-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.296,False,Sensor enclosure opened for manual calibration verification.
-26369,2024-04-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.43,False,Temperature variance narrowed after coolant nozzle cleaning.
-26370,2024-04-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.477,False,Supervisory alert generated after three consecutive threshold breaches.
-26371,2024-04-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.253,True,Air handler maintenance reduced humidity variance on finishing line.
-26372,2024-04-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.412,False,Pressure settled back to nominal after valve reseat.
-26373,2024-04-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.902,False,Unbalanced load introduced cyclical pressure ripple.
-26374,2024-04-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.162,False,Maintenance crew confirmed lubrication interval was missed.
-26375,2024-04-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.776,True,Pressure peak corresponds to oversized billet batch processing.
-26376,2024-04-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.658,False,Pressure peak corresponds to oversized billet batch processing.
-26377,2024-04-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.341,False,Edge collector replayed buffered events after network recovery.
-26378,2024-04-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.569,False,Temperature variance narrowed after coolant nozzle cleaning.
-26379,2024-04-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.278,True,Quality hold reduced finishing booth activity for one shift.
-26380,2024-04-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.94,False,Hydraulic line pressure oscillation detected under load.
-26381,2024-04-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Vibration harmonics broadened during extended production run.
-26382,2024-04-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.9,False,Quality team requested trace review for lot 24-118B.
-26383,2024-04-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.416,True,Sensor heartbeat delayed by one interval after gateway retry.
-26384,2024-04-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.622,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26385,2024-04-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.805,False,Night shift startup produced higher than normal vibration floor.
-26386,2024-04-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.217,False,Sensor battery health remains nominal after firmware update.
-26387,2024-04-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.011,True,SCADA backfill inserted two delayed telemetry points.
-26388,2024-04-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.628,False,Maintenance scheduler deferred calibration due to spare shortage.
-26389,2024-04-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.593,False,Hydraulic line pressure oscillation detected under load.
-26390,2024-04-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.092,False,Shift handoff note referenced unusual noise near press enclosure.
-26391,2024-04-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.829,True,Humidity baseline improved after seal replacement.
-26392,2024-04-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.022,False,Machine throughput increase drove sustained pressure uplift.
-26393,2024-04-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.664,False,Night shift startup produced higher than normal vibration floor.
-26394,2024-04-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.419,False,Temporary gateway failover completed without data loss.
-26395,2024-04-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.249,True,Pressure settled back to nominal after valve reseat.
-26396,2024-04-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.97,False,Machine idle period extended during planned sanitation window.
-26397,2024-04-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.687,False,Machine idle period extended during planned sanitation window.
-26398,2024-04-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.71,False,Night shift startup produced higher than normal vibration floor.
-26399,2024-04-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.231,True,Packaging line stop reduced adjacent vibration background.
-26400,2024-04-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.43,False,Bearing temperature rising faster than baseline on spindle cell.
-26401,2024-04-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.123,False,Dust extraction fan offline for 18 minutes on line finishing.
-26402,2024-04-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.44,False,Humidity excursion near finishing booth during coating run.
-26403,2024-04-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.748,True,Sensor battery health remains nominal after firmware update.
-26404,2024-04-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.174,False,Sensor battery health remains nominal after firmware update.
-26405,2024-04-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Warning threshold updated for pilot predictive-maintenance model.
-26406,2024-04-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.153,False,Humidity baseline improved after seal replacement.
-26407,2024-04-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.922,True,Edge collector replayed buffered events after network recovery.
-26408,2024-04-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.734,False,Sensor enclosure opened for manual calibration verification.
-26409,2024-04-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.429,False,Pressure line purge completed before restart authorization.
-26410,2024-04-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.385,False,Humidity climbed during dock-door open period in afternoon shift.
-26411,2024-04-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.904,True,Thermal ramp exceeded expected warmup curve before shift start.
-26412,2024-04-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.44,False,Telemetry quality flag downgraded during sensor self-test window.
-26413,2024-04-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.966,False,Temporary gateway failover completed without data loss.
-26414,2024-04-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.265,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26415,2024-04-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.309,True,Thermal ramp exceeded expected warmup curve before shift start.
-26416,2024-04-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.718,False,Humidity baseline improved after seal replacement.
-26417,2024-04-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.883,False,Sensor signal clipping observed during startup surge.
-26418,2024-04-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.503,False,Machine idle period extended during planned sanitation window.
-26419,2024-04-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.946,True,Humidity excursion near finishing booth during coating run.
-26420,2024-04-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.268,False,Anomaly review flagged possible bearing wear progression.
-26421,2024-04-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.575,False,Temporary gateway failover completed without data loss.
-26422,2024-04-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.576,False,Temperature remained elevated during unscheduled overtime run.
-26423,2024-04-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.364,True,Press cycle dwell time lengthened during high-volume batch.
-26424,2024-04-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.175,False,Hydraulic line pressure oscillation detected under load.
-26425,2024-04-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Maintenance note logged for coupling imbalance inspection.
-26426,2024-04-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.678,False,Thermal overshoot event coincided with recipe change on furnace.
-26427,2024-04-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.426,True,Short-lived packet loss observed at edge gateway gw-02.
-26428,2024-04-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.647,False,Thermal ramp exceeded expected warmup curve before shift start.
-26429,2024-04-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.91,False,Maintenance note logged for coupling imbalance inspection.
-26430,2024-04-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.071,False,Transient outlier matched forklift impact near cabinet wall.
-26431,2024-04-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.726,True,Dust extraction fan offline for 18 minutes on line finishing.
-26432,2024-04-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,33.736,False,Temporary gateway failover completed without data loss.
-26433,2024-04-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.189,False,Sensor heartbeat delayed by one interval after gateway retry.
-26434,2024-04-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.334,False,Operator reported intermittent chatter on machine CNC-04.
-26435,2024-04-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.324,True,Packaging line stop reduced adjacent vibration background.
-26436,2024-04-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.51,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26437,2024-04-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.27,False,Shift handoff note referenced unusual noise near press enclosure.
-26438,2024-04-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.631,False,Machine throughput increase drove sustained pressure uplift.
-26439,2024-04-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.006,True,Humidity climbed during dock-door open period in afternoon shift.
-26440,2024-04-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.882,False,Night shift startup produced higher than normal vibration floor.
-26441,2024-04-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.901,False,Sensor battery health remains nominal after firmware update.
-26442,2024-04-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.756,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26443,2024-04-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.622,True,Vibration harmonics broadened during extended production run.
-26444,2024-04-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.325,False,Anomaly review flagged possible bearing wear progression.
-26445,2024-04-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.668,False,Sensor heartbeat delayed by one interval after gateway retry.
-26446,2024-04-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.184,False,Quality team requested trace review for lot 24-118B.
-26447,2024-04-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.463,True,Humidity climbed during dock-door open period in afternoon shift.
-26448,2024-04-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.548,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26449,2024-04-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.673,False,Humidity climbed during dock-door open period in afternoon shift.
-26450,2024-04-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.218,False,Quality hold reduced finishing booth activity for one shift.
-26451,2024-04-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.88,True,Sensor signal clipping observed during startup surge.
-26452,2024-04-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.161,False,Condensation warning cleared after dehumidifier ramp-up.
-26453,2024-04-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.582,False,SCADA backfill inserted two delayed telemetry points.
-26454,2024-04-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.357,False,Press cycle dwell time lengthened during high-volume batch.
-26455,2024-04-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.891,True,Machine throughput increase drove sustained pressure uplift.
-26456,2024-04-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.698,False,Humidity readings track seasonal rise across late spring.
-26457,2024-04-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.645,False,Vibration harmonics broadened during extended production run.
-26458,2024-04-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.279,False,Press cycle dwell time lengthened during high-volume batch.
-26459,2024-04-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.924,True,Calibration check overdue by 11 days for press-line transducer.
-26460,2024-04-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.984,False,Vibration harmonics broadened during extended production run.
-26461,2024-04-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.071,False,Sensor enclosure opened for manual calibration verification.
-26462,2024-04-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.562,False,Maintenance crew confirmed lubrication interval was missed.
-26463,2024-04-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.917,True,Vibration baseline recovered after tool holder replacement.
-26464,2024-04-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.295,False,Vibration burst exceeds envelope during tool change cycle.
-26465,2024-04-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.343,False,Operator reported intermittent chatter on machine CNC-04.
-26466,2024-04-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.634,False,Vibration burst exceeds envelope during tool change cycle.
-26467,2024-04-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.483,True,Condensation warning cleared after dehumidifier ramp-up.
-26468,2024-04-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.679,False,Hydraulic line pressure oscillation detected under load.
-26469,2024-04-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.833,False,Machine throughput increase drove sustained pressure uplift.
-26470,2024-04-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.397,False,Pressure peak corresponds to oversized billet batch processing.
-26471,2024-04-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.02,True,Quality team requested trace review for lot 24-118B.
-26472,2024-04-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.287,False,Vibration baseline recovered after tool holder replacement.
-26473,2024-04-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.189,False,Supervisory alert generated after three consecutive threshold breaches.
-26474,2024-04-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.593,False,Machine throughput increase drove sustained pressure uplift.
-26475,2024-04-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.116,True,Supervisory alert generated after three consecutive threshold breaches.
-26476,2024-04-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.075,False,Humidity baseline improved after seal replacement.
-26477,2024-04-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Anomaly review flagged possible bearing wear progression.
-26478,2024-04-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.65,False,Shift handoff note referenced unusual noise near press enclosure.
-26479,2024-04-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.078,True,Humidity readings track seasonal rise across late spring.
-26480,2024-04-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.719,False,Quality team requested trace review for lot 24-118B.
-26481,2024-04-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.38,False,Dust extraction fan offline for 18 minutes on line finishing.
-26482,2024-04-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.358,False,Vibration harmonics broadened during extended production run.
-26483,2024-04-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.653,True,Sensor heartbeat delayed by one interval after gateway retry.
-26484,2024-04-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.572,False,Humidity readings track seasonal rise across late spring.
-26485,2024-04-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.835,False,Anomaly review flagged possible bearing wear progression.
-26486,2024-04-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.33,False,Night shift startup produced higher than normal vibration floor.
-26487,2024-04-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.97,True,Temporary gateway failover completed without data loss.
-26488,2024-04-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.061,False,Supervisory alert generated after three consecutive threshold breaches.
-26489,2024-04-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.632,False,Calibration check overdue by 11 days for press-line transducer.
-26490,2024-04-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.82,False,Reliability engineer tagged sample window for model retraining.
-26491,2024-04-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.383,True,Ambient temperature stabilized after HVAC stage-two engagement.
-26492,2024-04-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.067,False,Sensor enclosure opened for manual calibration verification.
-26493,2024-04-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.119,False,Shift handoff note referenced unusual noise near press enclosure.
-26494,2024-04-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.999,False,Pressure settled back to nominal after valve reseat.
-26495,2024-04-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.25,True,Machine idle period extended during planned sanitation window.
-26496,2024-04-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.278,False,Pressure settled back to nominal after valve reseat.
-26497,2024-04-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.402,False,Shift handoff note referenced unusual noise near press enclosure.
-26498,2024-04-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,68.328,False,Anomaly review flagged possible bearing wear progression.
-26499,2024-04-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.547,True,Bearing temperature rising faster than baseline on spindle cell.
-26500,2024-04-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.677,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26501,2024-04-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.4,False,Shift handoff note referenced unusual noise near press enclosure.
-26502,2024-04-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.588,False,Pressure settled back to nominal after valve reseat.
-26503,2024-04-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.549,True,Short-lived packet loss observed at edge gateway gw-02.
-26504,2024-04-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.532,False,Temperature remained elevated during unscheduled overtime run.
-26505,2024-04-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.479,False,Humidity excursion near finishing booth during coating run.
-26506,2024-04-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.588,False,Machine throughput increase drove sustained pressure uplift.
-26507,2024-04-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.69,True,Thermal ramp exceeded expected warmup curve before shift start.
-26508,2024-04-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.884,False,Operator reset acknowledged after red-tag inspection.
-26509,2024-04-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.393,False,Sensor battery health remains nominal after firmware update.
-26510,2024-04-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.962,False,Pressure peak corresponds to oversized billet batch processing.
-26511,2024-04-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.848,True,Pressure line purge completed before restart authorization.
-26512,2024-04-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.226,False,Operator reset acknowledged after red-tag inspection.
-26513,2024-04-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.24,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26514,2024-04-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.617,False,Humidity readings track seasonal rise across late spring.
-26515,2024-04-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.624,True,Warning threshold updated for pilot predictive-maintenance model.
-26516,2024-04-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.299,False,Humidity baseline improved after seal replacement.
-26517,2024-04-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.888,False,Humidity baseline improved after seal replacement.
-26518,2024-04-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.948,False,SCADA backfill inserted two delayed telemetry points.
-26519,2024-04-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.036,True,Maintenance note logged for coupling imbalance inspection.
-26520,2024-04-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.323,False,Supervisory alert generated after three consecutive threshold breaches.
-26521,2024-04-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Machine throughput increase drove sustained pressure uplift.
-26522,2024-04-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.867,False,Thermal ramp exceeded expected warmup curve before shift start.
-26523,2024-04-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.802,True,Machine idle period extended during planned sanitation window.
-26524,2024-04-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.658,False,Edge collector replayed buffered events after network recovery.
-26525,2024-04-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.687,False,Temperature variance narrowed after coolant nozzle cleaning.
-26526,2024-04-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.602,False,Humidity climbed during dock-door open period in afternoon shift.
-26527,2024-04-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.171,True,Humidity readings track seasonal rise across late spring.
-26528,2024-04-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.632,False,Vibration harmonics broadened during extended production run.
-26529,2024-04-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.8,False,Reliability engineer tagged sample window for model retraining.
-26530,2024-04-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.678,False,Machine idle period extended during planned sanitation window.
-26531,2024-04-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.02,True,Anomaly review flagged possible bearing wear progression.
-26532,2024-04-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.818,False,Sensor signal clipping observed during startup surge.
-26533,2024-04-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.438,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26534,2024-04-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.739,False,Short-lived packet loss observed at edge gateway gw-02.
-26535,2024-04-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.207,True,Transient outlier matched forklift impact near cabinet wall.
-26536,2024-04-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.523,False,Quality team requested trace review for lot 24-118B.
-26537,2024-04-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Humidity climbed during dock-door open period in afternoon shift.
-26538,2024-04-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.462,False,Calibration check overdue by 11 days for press-line transducer.
-26539,2024-04-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.636,True,Sensor 3 drift suspected after cross-check with manual gauge.
-26540,2024-04-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.567,False,Humidity climbed during dock-door open period in afternoon shift.
-26541,2024-04-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.282,False,Thermal overshoot event coincided with recipe change on furnace.
-26542,2024-04-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.385,False,Supervisory alert generated after three consecutive threshold breaches.
-26543,2024-04-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.616,True,Pressure line purge completed before restart authorization.
-26544,2024-04-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.245,False,Anomaly review flagged possible bearing wear progression.
-26545,2024-04-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.262,False,Humidity baseline improved after seal replacement.
-26546,2024-04-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.018,False,Condensation warning cleared after dehumidifier ramp-up.
-26547,2024-04-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.658,True,Unbalanced load introduced cyclical pressure ripple.
-26548,2024-04-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.072,False,Humidity readings track seasonal rise across late spring.
-26549,2024-04-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.053,False,Edge collector replayed buffered events after network recovery.
-26550,2024-04-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.043,False,Warning threshold updated for pilot predictive-maintenance model.
-26551,2024-04-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.213,True,Humidity excursion near finishing booth during coating run.
-26552,2024-04-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.297,False,Pressure line purge completed before restart authorization.
-26553,2024-04-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.244,False,Maintenance scheduler deferred calibration due to spare shortage.
-26554,2024-04-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.414,False,Packaging line stop reduced adjacent vibration background.
-26555,2024-04-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.248,True,Pressure settled back to nominal after valve reseat.
-26556,2024-04-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.217,False,Quality team requested trace review for lot 24-118B.
-26557,2024-04-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.029,False,Reliability engineer tagged sample window for model retraining.
-26558,2024-04-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.498,False,Humidity readings track seasonal rise across late spring.
-26559,2024-04-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.785,True,Ambient temperature stabilized after HVAC stage-two engagement.
-26560,2024-04-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.099,False,Telemetry quality flag downgraded during sensor self-test window.
-26561,2024-04-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.46,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26562,2024-04-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.471,False,Anomaly review flagged possible bearing wear progression.
-26563,2024-04-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,6.967,True,Vibration burst exceeds envelope during tool change cycle.
-26564,2024-04-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.606,False,Operator reported intermittent chatter on machine CNC-04.
-26565,2024-04-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.197,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26566,2024-04-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.794,False,Hydraulic line pressure oscillation detected under load.
-26567,2024-04-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.289,True,Shift handoff note referenced unusual noise near press enclosure.
-26568,2024-04-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.745,False,Calibration check overdue by 11 days for press-line transducer.
-26569,2024-04-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.437,False,Transient outlier matched forklift impact near cabinet wall.
-26570,2024-04-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.109,False,Bearing temperature rising faster than baseline on spindle cell.
-26571,2024-04-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.604,True,SCADA backfill inserted two delayed telemetry points.
-26572,2024-04-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.232,False,Operator reset acknowledged after red-tag inspection.
-26573,2024-04-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.491,False,Pressure line purge completed before restart authorization.
-26574,2024-04-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.932,False,Pressure peak corresponds to oversized billet batch processing.
-26575,2024-04-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.379,True,Temporary gateway failover completed without data loss.
-26576,2024-04-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.172,False,Maintenance note logged for coupling imbalance inspection.
-26577,2024-04-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.513,False,Maintenance note logged for coupling imbalance inspection.
-26578,2024-04-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.65,False,Transient outlier matched forklift impact near cabinet wall.
-26579,2024-04-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.633,True,Hydraulic line pressure oscillation detected under load.
-26580,2024-04-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.133,False,Humidity baseline improved after seal replacement.
-26581,2024-04-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.931,False,Sensor heartbeat delayed by one interval after gateway retry.
-26582,2024-04-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.24,False,Hydraulic line pressure oscillation detected under load.
-26583,2024-04-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.199,True,Vibration burst exceeds envelope during tool change cycle.
-26584,2024-04-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.304,False,Short-lived packet loss observed at edge gateway gw-02.
-26585,2024-04-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.535,False,Quality team requested trace review for lot 24-118B.
-26586,2024-04-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.46,False,Condensation warning cleared after dehumidifier ramp-up.
-26587,2024-04-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.712,True,Vibration baseline recovered after tool holder replacement.
-26588,2024-04-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.641,False,Vibration burst exceeds envelope during tool change cycle.
-26589,2024-04-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.681,False,Quality team requested trace review for lot 24-118B.
-26590,2024-04-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.62,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26591,2024-04-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.491,True,Temporary gateway failover completed without data loss.
-26592,2024-04-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.405,False,Coolant loop adjustment reduced chamber temperature spread.
-26593,2024-04-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.226,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26594,2024-04-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.81,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26595,2024-04-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.723,True,Operator reported intermittent chatter on machine CNC-04.
-26596,2024-04-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.766,False,Press cycle dwell time lengthened during high-volume batch.
-26597,2024-04-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.844,False,Vibration harmonics broadened during extended production run.
-26598,2024-04-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.502,False,Shift handoff note referenced unusual noise near press enclosure.
-26599,2024-04-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.573,True,Pressure settled back to nominal after valve reseat.
-26600,2024-04-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.788,False,Operator reported intermittent chatter on machine CNC-04.
-26601,2024-04-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.277,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26602,2024-04-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.936,False,Quality hold reduced finishing booth activity for one shift.
-26603,2024-04-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.303,True,Night shift startup produced higher than normal vibration floor.
-26604,2024-04-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.176,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26605,2024-04-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.489,False,Pressure peak corresponds to oversized billet batch processing.
-26606,2024-04-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.768,False,Hydraulic line pressure oscillation detected under load.
-26607,2024-04-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.033,True,Maintenance crew confirmed lubrication interval was missed.
-26608,2024-04-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.05,False,Operator reported intermittent chatter on machine CNC-04.
-26609,2024-04-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.793,False,Operator reset acknowledged after red-tag inspection.
-26610,2024-04-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.52,False,Pressure peak corresponds to oversized billet batch processing.
-26611,2024-04-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.94,True,Condensation warning cleared after dehumidifier ramp-up.
-26612,2024-04-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.893,False,Humidity readings track seasonal rise across late spring.
-26613,2024-04-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26614,2024-04-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.27,False,Humidity baseline improved after seal replacement.
-26615,2024-04-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.046,True,Sensor 3 drift suspected after cross-check with manual gauge.
-26616,2024-04-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.306,False,Vibration burst exceeds envelope during tool change cycle.
-26617,2024-04-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.324,False,Vibration burst exceeds envelope during tool change cycle.
-26618,2024-04-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,63.944,False,Anomaly review flagged possible bearing wear progression.
-26619,2024-04-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.46,True,Dust extraction fan offline for 18 minutes on line finishing.
-26620,2024-04-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.509,False,Pressure peak corresponds to oversized billet batch processing.
-26621,2024-04-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.201,False,Sensor enclosure opened for manual calibration verification.
-26622,2024-04-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.606,False,Edge collector replayed buffered events after network recovery.
-26623,2024-04-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.268,True,Quality team requested trace review for lot 24-118B.
-26624,2024-04-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.016,False,Maintenance crew confirmed lubrication interval was missed.
-26625,2024-04-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.086,False,SCADA backfill inserted two delayed telemetry points.
-26626,2024-04-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.233,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26627,2024-04-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.756,True,Coolant loop adjustment reduced chamber temperature spread.
-26628,2024-04-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.043,False,Maintenance scheduler deferred calibration due to spare shortage.
-26629,2024-04-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.98,False,Air handler maintenance reduced humidity variance on finishing line.
-26630,2024-04-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.738,False,Thermal ramp exceeded expected warmup curve before shift start.
-26631,2024-04-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.618,True,Operator reported intermittent chatter on machine CNC-04.
-26632,2024-04-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.477,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26633,2024-04-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Calibration check overdue by 11 days for press-line transducer.
-26634,2024-04-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.416,False,Short-lived packet loss observed at edge gateway gw-02.
-26635,2024-04-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.322,True,Telemetry quality flag downgraded during sensor self-test window.
-26636,2024-04-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.63,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26637,2024-04-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.855,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26638,2024-04-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.164,False,Edge collector replayed buffered events after network recovery.
-26639,2024-04-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.019,True,Vibration burst exceeds envelope during tool change cycle.
-26640,2024-04-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.731,False,Pressure peak corresponds to oversized billet batch processing.
-26641,2024-04-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.633,False,Maintenance scheduler deferred calibration due to spare shortage.
-26642,2024-04-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.915,False,Unbalanced load introduced cyclical pressure ripple.
-26643,2024-04-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.545,True,Telemetry quality flag downgraded during sensor self-test window.
-26644,2024-04-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.259,False,Temperature variance narrowed after coolant nozzle cleaning.
-26645,2024-04-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.142,False,Calibration check overdue by 11 days for press-line transducer.
-26646,2024-04-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.805,False,Condensation warning cleared after dehumidifier ramp-up.
-26647,2024-04-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.42,True,Humidity climbed during dock-door open period in afternoon shift.
-26648,2024-04-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.62,False,Transient outlier matched forklift impact near cabinet wall.
-26649,2024-04-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.728,False,Vibration harmonics broadened during extended production run.
-26650,2024-04-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.637,False,Press cycle dwell time lengthened during high-volume batch.
-26651,2024-04-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.582,True,Humidity excursion near finishing booth during coating run.
-26652,2024-04-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.506,False,Maintenance note logged for coupling imbalance inspection.
-26653,2024-04-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.807,False,Pressure peak corresponds to oversized billet batch processing.
-26654,2024-04-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.771,False,Pressure peak corresponds to oversized billet batch processing.
-26655,2024-04-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.469,True,Unbalanced load introduced cyclical pressure ripple.
-26656,2024-04-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.889,False,Sensor enclosure opened for manual calibration verification.
-26657,2024-04-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.536,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26658,2024-04-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.71,False,Vibration baseline recovered after tool holder replacement.
-26659,2024-04-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.32,True,Sensor 3 drift suspected after cross-check with manual gauge.
-26660,2024-04-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.626,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26661,2024-04-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.899,False,Vibration baseline recovered after tool holder replacement.
-26662,2024-04-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.164,False,Pressure peak corresponds to oversized billet batch processing.
-26663,2024-04-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.471,True,Bearing temperature rising faster than baseline on spindle cell.
-26664,2024-04-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.819,False,Hydraulic line pressure oscillation detected under load.
-26665,2024-04-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Short-lived packet loss observed at edge gateway gw-02.
-26666,2024-04-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.129,False,Vibration harmonics broadened during extended production run.
-26667,2024-04-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.259,True,Supervisory alert generated after three consecutive threshold breaches.
-26668,2024-04-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.425,False,Coolant loop adjustment reduced chamber temperature spread.
-26669,2024-04-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.604,False,Operator reset acknowledged after red-tag inspection.
-26670,2024-04-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.118,False,Air handler maintenance reduced humidity variance on finishing line.
-26671,2024-04-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.319,True,Ambient temperature stabilized after HVAC stage-two engagement.
-26672,2024-04-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.282,False,Press cycle dwell time lengthened during high-volume batch.
-26673,2024-04-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.028,False,Pressure peak corresponds to oversized billet batch processing.
-26674,2024-04-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.705,False,Short-lived packet loss observed at edge gateway gw-02.
-26675,2024-04-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.253,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26676,2024-04-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.116,False,Sensor enclosure opened for manual calibration verification.
-26677,2024-04-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.877,False,Humidity readings track seasonal rise across late spring.
-26678,2024-04-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.362,False,Hydraulic line pressure oscillation detected under load.
-26679,2024-04-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.867,True,Maintenance note logged for coupling imbalance inspection.
-26680,2024-04-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.064,False,Anomaly review flagged possible bearing wear progression.
-26681,2024-04-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.429,False,Telemetry quality flag downgraded during sensor self-test window.
-26682,2024-04-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.491,False,Sensor signal clipping observed during startup surge.
-26683,2024-04-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.516,True,Humidity baseline improved after seal replacement.
-26684,2024-04-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.179,False,Sensor enclosure opened for manual calibration verification.
-26685,2024-04-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.231,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26686,2024-04-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.857,False,Night shift startup produced higher than normal vibration floor.
-26687,2024-04-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,5.79,True,Unbalanced load introduced cyclical pressure ripple.
-26688,2024-04-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.412,False,Reliability engineer tagged sample window for model retraining.
-26689,2024-04-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.308,False,Transient outlier matched forklift impact near cabinet wall.
-26690,2024-04-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.304,False,Condensation warning cleared after dehumidifier ramp-up.
-26691,2024-04-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.378,True,Telemetry quality flag downgraded during sensor self-test window.
-26692,2024-04-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.293,False,Bearing temperature rising faster than baseline on spindle cell.
-26693,2024-04-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.947,False,Temporary gateway failover completed without data loss.
-26694,2024-04-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.333,False,Dust extraction fan offline for 18 minutes on line finishing.
-26695,2024-04-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.478,True,Warning threshold updated for pilot predictive-maintenance model.
-26696,2024-04-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.555,False,Humidity climbed during dock-door open period in afternoon shift.
-26697,2024-04-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.656,False,Condensation warning cleared after dehumidifier ramp-up.
-26698,2024-04-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.846,False,Humidity baseline improved after seal replacement.
-26699,2024-04-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.729,True,Machine idle period extended during planned sanitation window.
-26700,2024-04-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.242,False,Sensor battery health remains nominal after firmware update.
-26701,2024-04-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.271,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26702,2024-04-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.539,False,Sensor heartbeat delayed by one interval after gateway retry.
-26703,2024-04-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.819,True,Thermal ramp exceeded expected warmup curve before shift start.
-26704,2024-04-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.843,False,Machine throughput increase drove sustained pressure uplift.
-26705,2024-04-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.71,False,Maintenance crew confirmed lubrication interval was missed.
-26706,2024-04-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.011,False,Thermal ramp exceeded expected warmup curve before shift start.
-26707,2024-04-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.322,True,Sensor 3 drift suspected after cross-check with manual gauge.
-26708,2024-04-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.302,False,Vibration baseline recovered after tool holder replacement.
-26709,2024-04-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.857,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26710,2024-04-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.937,False,SCADA backfill inserted two delayed telemetry points.
-26711,2024-04-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.22,True,Humidity readings track seasonal rise across late spring.
-26712,2024-04-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.119,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26713,2024-04-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.371,False,Vibration harmonics broadened during extended production run.
-26714,2024-04-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.988,False,Coolant loop adjustment reduced chamber temperature spread.
-26715,2024-04-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.338,True,Humidity readings track seasonal rise across late spring.
-26716,2024-04-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.389,False,Sensor heartbeat delayed by one interval after gateway retry.
-26717,2024-04-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.678,False,Supervisory alert generated after three consecutive threshold breaches.
-26718,2024-04-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.611,False,Sensor heartbeat delayed by one interval after gateway retry.
-26719,2024-04-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.844,True,Sensor 3 drift suspected after cross-check with manual gauge.
-26720,2024-04-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.235,False,Operator reset acknowledged after red-tag inspection.
-26721,2024-04-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.438,False,Air handler maintenance reduced humidity variance on finishing line.
-26722,2024-04-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.384,False,Pressure settled back to nominal after valve reseat.
-26723,2024-04-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.928,True,Operator reset acknowledged after red-tag inspection.
-26724,2024-04-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.222,False,Edge collector replayed buffered events after network recovery.
-26725,2024-04-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.587,False,Operator reported intermittent chatter on machine CNC-04.
-26726,2024-04-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.166,False,Sensor heartbeat delayed by one interval after gateway retry.
-26727,2024-04-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.509,True,Quality team requested trace review for lot 24-118B.
-26728,2024-04-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.549,False,Press cycle dwell time lengthened during high-volume batch.
-26729,2024-04-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.375,False,Vibration burst exceeds envelope during tool change cycle.
-26730,2024-04-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.486,False,Humidity climbed during dock-door open period in afternoon shift.
-26731,2024-04-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.614,True,Maintenance scheduler deferred calibration due to spare shortage.
-26732,2024-04-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.218,False,Vibration baseline recovered after tool holder replacement.
-26733,2024-04-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.286,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26734,2024-04-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.101,False,Anomaly review flagged possible bearing wear progression.
-26735,2024-04-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.089,True,Quality team requested trace review for lot 24-118B.
-26736,2024-04-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.935,False,Quality hold reduced finishing booth activity for one shift.
-26737,2024-04-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Temperature variance narrowed after coolant nozzle cleaning.
-26738,2024-04-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.118,False,Sensor battery health remains nominal after firmware update.
-26739,2024-04-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.997,True,Machine throughput increase drove sustained pressure uplift.
-26740,2024-04-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.754,False,Condensation warning cleared after dehumidifier ramp-up.
-26741,2024-04-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.476,False,Air handler maintenance reduced humidity variance on finishing line.
-26742,2024-04-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.452,False,Calibration check overdue by 11 days for press-line transducer.
-26743,2024-04-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.98,True,Press cycle dwell time lengthened during high-volume batch.
-26744,2024-04-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.774,False,Edge collector replayed buffered events after network recovery.
-26745,2024-04-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.758,False,Humidity climbed during dock-door open period in afternoon shift.
-26746,2024-04-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.699,False,Supervisory alert generated after three consecutive threshold breaches.
-26747,2024-04-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.794,True,Temperature remained elevated during unscheduled overtime run.
-26748,2024-04-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.206,False,Humidity readings track seasonal rise across late spring.
-26749,2024-04-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Maintenance note logged for coupling imbalance inspection.
-26750,2024-04-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.147,False,Sensor battery health remains nominal after firmware update.
-26751,2024-04-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.654,True,Operator reset acknowledged after red-tag inspection.
-26752,2024-04-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.949,False,Vibration baseline recovered after tool holder replacement.
-26753,2024-04-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.038,False,Thermal ramp exceeded expected warmup curve before shift start.
-26754,2024-04-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.043,False,Air handler maintenance reduced humidity variance on finishing line.
-26755,2024-04-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.177,True,Pressure settled back to nominal after valve reseat.
-26756,2024-04-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.732,False,Sensor battery health remains nominal after firmware update.
-26757,2024-04-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Warning threshold updated for pilot predictive-maintenance model.
-26758,2024-04-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.664,False,Dust extraction fan offline for 18 minutes on line finishing.
-26759,2024-04-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.433,True,Maintenance crew confirmed lubrication interval was missed.
-26760,2024-04-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.952,False,Anomaly review flagged possible bearing wear progression.
-26761,2024-04-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.638,False,Sensor battery health remains nominal after firmware update.
-26762,2024-04-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.845,False,Humidity readings track seasonal rise across late spring.
-26763,2024-04-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.538,True,Humidity readings track seasonal rise across late spring.
-26764,2024-04-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.813,False,Quality team requested trace review for lot 24-118B.
-26765,2024-04-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.392,False,Humidity climbed during dock-door open period in afternoon shift.
-26766,2024-04-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.943,False,Vibration harmonics broadened during extended production run.
-26767,2024-04-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.178,True,Vibration burst exceeds envelope during tool change cycle.
-26768,2024-04-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.076,False,Press cycle dwell time lengthened during high-volume batch.
-26769,2024-04-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.645,False,Reliability engineer tagged sample window for model retraining.
-26770,2024-04-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.03,False,Reliability engineer tagged sample window for model retraining.
-26771,2024-04-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.54,True,Hydraulic line pressure oscillation detected under load.
-26772,2024-04-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.317,False,Machine idle period extended during planned sanitation window.
-26773,2024-04-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.928,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26774,2024-04-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.819,False,Maintenance crew confirmed lubrication interval was missed.
-26775,2024-04-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.248,True,Sensor enclosure opened for manual calibration verification.
-26776,2024-04-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.097,False,Humidity readings track seasonal rise across late spring.
-26777,2024-04-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.656,False,Humidity baseline improved after seal replacement.
-26778,2024-04-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.858,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26779,2024-04-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.59,True,Vibration harmonics broadened during extended production run.
-26780,2024-04-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.258,False,Bearing temperature rising faster than baseline on spindle cell.
-26781,2024-04-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.901,False,Packaging line stop reduced adjacent vibration background.
-26782,2024-04-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.93,False,Condensation warning cleared after dehumidifier ramp-up.
-26783,2024-04-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.031,True,Short-lived packet loss observed at edge gateway gw-02.
-26784,2024-04-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.029,False,Dust extraction fan offline for 18 minutes on line finishing.
-26785,2024-04-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.964,False,Machine idle period extended during planned sanitation window.
-26786,2024-04-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.852,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26787,2024-04-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.979,True,Hydraulic line pressure oscillation detected under load.
-26788,2024-04-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.021,False,Vibration harmonics broadened during extended production run.
-26789,2024-04-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.152,False,SCADA backfill inserted two delayed telemetry points.
-26790,2024-04-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.178,False,Quality hold reduced finishing booth activity for one shift.
-26791,2024-04-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,6.774,True,Dust extraction fan offline for 18 minutes on line finishing.
-26792,2024-04-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.773,False,Quality team requested trace review for lot 24-118B.
-26793,2024-04-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Shift handoff note referenced unusual noise near press enclosure.
-26794,2024-04-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.934,False,Quality hold reduced finishing booth activity for one shift.
-26795,2024-04-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.01,True,Thermal overshoot event coincided with recipe change on furnace.
-26796,2024-04-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.087,False,Vibration baseline recovered after tool holder replacement.
-26797,2024-04-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.86,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26798,2024-04-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.054,False,Hydraulic line pressure oscillation detected under load.
-26799,2024-04-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.882,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-26800,2024-04-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.908,False,Maintenance scheduler deferred calibration due to spare shortage.
-26801,2024-04-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.058,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26802,2024-04-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.15,False,Pressure line purge completed before restart authorization.
-26803,2024-04-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.666,True,Unbalanced load introduced cyclical pressure ripple.
-26804,2024-04-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.953,False,Vibration burst exceeds envelope during tool change cycle.
-26805,2024-04-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Short-lived packet loss observed at edge gateway gw-02.
-26806,2024-04-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.756,False,Reliability engineer tagged sample window for model retraining.
-26807,2024-04-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.433,True,Sensor signal clipping observed during startup surge.
-26808,2024-04-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.211,False,Unbalanced load introduced cyclical pressure ripple.
-26809,2024-04-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.925,False,Humidity climbed during dock-door open period in afternoon shift.
-26810,2024-04-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.553,False,Packaging line stop reduced adjacent vibration background.
-26811,2024-04-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.508,True,Sensor battery health remains nominal after firmware update.
-26812,2024-04-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.787,False,Transient outlier matched forklift impact near cabinet wall.
-26813,2024-04-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.187,False,Pressure settled back to nominal after valve reseat.
-26814,2024-04-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.48,False,Vibration harmonics broadened during extended production run.
-26815,2024-04-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.838,True,Shift handoff note referenced unusual noise near press enclosure.
-26816,2024-04-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.865,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26817,2024-04-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.681,False,Short-lived packet loss observed at edge gateway gw-02.
-26818,2024-04-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.406,False,Night shift startup produced higher than normal vibration floor.
-26819,2024-04-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.553,True,Temperature remained elevated during unscheduled overtime run.
-26820,2024-04-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.838,False,Machine idle period extended during planned sanitation window.
-26821,2024-04-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.728,False,Thermal overshoot event coincided with recipe change on furnace.
-26822,2024-04-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.272,False,Bearing temperature rising faster than baseline on spindle cell.
-26823,2024-04-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.705,True,Calibration check overdue by 11 days for press-line transducer.
-26824,2024-04-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.914,False,Short-lived packet loss observed at edge gateway gw-02.
-26825,2024-04-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.238,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26826,2024-04-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.055,False,Temperature remained elevated during unscheduled overtime run.
-26827,2024-04-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.476,True,Short-lived packet loss observed at edge gateway gw-02.
-26828,2024-04-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.892,False,Vibration baseline recovered after tool holder replacement.
-26829,2024-04-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.739,False,SCADA backfill inserted two delayed telemetry points.
-26830,2024-04-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.22,False,Temperature variance narrowed after coolant nozzle cleaning.
-26831,2024-04-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.618,True,Operator reported intermittent chatter on machine CNC-04.
-26832,2024-04-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.04,False,Humidity readings track seasonal rise across late spring.
-26833,2024-04-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.236,False,Pressure line purge completed before restart authorization.
-26834,2024-04-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.299,False,Sensor signal clipping observed during startup surge.
-26835,2024-04-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.062,True,Vibration burst exceeds envelope during tool change cycle.
-26836,2024-04-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.21,False,Short-lived packet loss observed at edge gateway gw-02.
-26837,2024-04-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.096,False,SCADA backfill inserted two delayed telemetry points.
-26838,2024-04-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.447,False,Thermal ramp exceeded expected warmup curve before shift start.
-26839,2024-04-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.925,True,Packaging line stop reduced adjacent vibration background.
-26840,2024-04-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.148,False,Pressure settled back to nominal after valve reseat.
-26841,2024-04-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.284,False,Reliability engineer tagged sample window for model retraining.
-26842,2024-04-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.478,False,Condensation warning cleared after dehumidifier ramp-up.
-26843,2024-04-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.963,True,Humidity climbed during dock-door open period in afternoon shift.
-26844,2024-04-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.754,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-26845,2024-04-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.662,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-26846,2024-04-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.163,False,SCADA backfill inserted two delayed telemetry points.
-26847,2024-04-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.051,True,Compressed air fluctuation introduced pressure noise for two cycles.
-26848,2024-04-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.716,False,Humidity climbed during dock-door open period in afternoon shift.
-26849,2024-04-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.06,False,Warning threshold updated for pilot predictive-maintenance model.
-26850,2024-04-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.23,False,Sensor enclosure opened for manual calibration verification.
-26851,2024-04-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.765,True,Reliability engineer tagged sample window for model retraining.
-26852,2024-04-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.284,False,Reliability engineer tagged sample window for model retraining.
-26853,2024-04-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.009,False,Humidity excursion near finishing booth during coating run.
-26854,2024-04-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.111,False,Sensor battery health remains nominal after firmware update.
-26855,2024-04-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.44,True,Machine idle period extended during planned sanitation window.
-26856,2024-04-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.586,False,Condensation warning cleared after dehumidifier ramp-up.
-26857,2024-04-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Coolant loop adjustment reduced chamber temperature spread.
-26858,2024-04-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.305,False,Coolant loop adjustment reduced chamber temperature spread.
-26859,2024-04-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.945,True,Packaging line stop reduced adjacent vibration background.
-26860,2024-04-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.848,False,Packaging line stop reduced adjacent vibration background.
-26861,2024-04-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Short-lived packet loss observed at edge gateway gw-02.
-26862,2024-04-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.062,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26863,2024-04-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.365,True,Press cycle dwell time lengthened during high-volume batch.
-26864,2024-04-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.156,False,Vibration burst exceeds envelope during tool change cycle.
-26865,2024-04-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Operator reset acknowledged after red-tag inspection.
-26866,2024-04-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.801,False,Operator reset acknowledged after red-tag inspection.
-26867,2024-04-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.012,True,Sensor enclosure opened for manual calibration verification.
-26868,2024-04-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.425,False,Maintenance note logged for coupling imbalance inspection.
-26869,2024-04-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.36,False,Vibration baseline recovered after tool holder replacement.
-26870,2024-04-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.411,False,Maintenance crew confirmed lubrication interval was missed.
-26871,2024-04-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.079,True,Operator reset acknowledged after red-tag inspection.
-26872,2024-04-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.614,False,Press cycle dwell time lengthened during high-volume batch.
-26873,2024-04-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.797,False,Quality hold reduced finishing booth activity for one shift.
-26874,2024-04-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.462,False,Sensor heartbeat delayed by one interval after gateway retry.
-26875,2024-04-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.565,True,Ambient temperature stabilized after HVAC stage-two engagement.
-26876,2024-04-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.998,False,Humidity excursion near finishing booth during coating run.
-26877,2024-04-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.251,False,SCADA backfill inserted two delayed telemetry points.
-26878,2024-04-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.78,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26879,2024-04-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.716,True,Telemetry quality flag downgraded during sensor self-test window.
-26880,2024-04-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.887,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26881,2024-04-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.871,False,Condensation warning cleared after dehumidifier ramp-up.
-26882,2024-04-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.88,False,Humidity readings track seasonal rise across late spring.
-26883,2024-04-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.064,True,Maintenance crew confirmed lubrication interval was missed.
-26884,2024-04-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.391,False,Shift handoff note referenced unusual noise near press enclosure.
-26885,2024-04-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,Machine idle period extended during planned sanitation window.
-26886,2024-04-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.686,False,Humidity climbed during dock-door open period in afternoon shift.
-26887,2024-04-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.911,True,Vibration baseline recovered after tool holder replacement.
-26888,2024-04-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.224,False,Quality team requested trace review for lot 24-118B.
-26889,2024-04-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.629,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26890,2024-04-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.633,False,Sensor heartbeat delayed by one interval after gateway retry.
-26891,2024-04-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.684,True,Coolant loop adjustment reduced chamber temperature spread.
-26892,2024-04-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.103,False,Anomaly review flagged possible bearing wear progression.
-26893,2024-04-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.645,False,Transient outlier matched forklift impact near cabinet wall.
-26894,2024-04-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.347,False,Pressure line purge completed before restart authorization.
-26895,2024-04-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.499,True,Vibration baseline recovered after tool holder replacement.
-26896,2024-04-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.941,False,Sensor enclosure opened for manual calibration verification.
-26897,2024-04-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.33,False,Humidity readings track seasonal rise across late spring.
-26898,2024-04-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.572,False,Calibration check overdue by 11 days for press-line transducer.
-26899,2024-04-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.6,True,Vibration baseline recovered after tool holder replacement.
-26900,2024-04-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.097,False,Vibration baseline recovered after tool holder replacement.
-26901,2024-04-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.178,False,Coolant loop adjustment reduced chamber temperature spread.
-26902,2024-04-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.82,False,Hydraulic line pressure oscillation detected under load.
-26903,2024-04-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.898,True,Vibration baseline recovered after tool holder replacement.
-26904,2024-04-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.002,False,Telemetry quality flag downgraded during sensor self-test window.
-26905,2024-04-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.434,False,Machine idle period extended during planned sanitation window.
-26906,2024-04-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.733,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26907,2024-04-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.88,True,Vibration baseline recovered after tool holder replacement.
-26908,2024-04-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.817,False,Machine throughput increase drove sustained pressure uplift.
-26909,2024-04-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.196,False,Anomaly review flagged possible bearing wear progression.
-26910,2024-04-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.368,False,Maintenance crew confirmed lubrication interval was missed.
-26911,2024-04-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,6.988,True,Shift handoff note referenced unusual noise near press enclosure.
-26912,2024-04-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.421,False,Sensor heartbeat delayed by one interval after gateway retry.
-26913,2024-04-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.415,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26914,2024-04-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.902,False,Machine throughput increase drove sustained pressure uplift.
-26915,2024-04-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.675,True,Air handler maintenance reduced humidity variance on finishing line.
-26916,2024-04-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.348,False,Calibration check overdue by 11 days for press-line transducer.
-26917,2024-04-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.324,False,Night shift startup produced higher than normal vibration floor.
-26918,2024-04-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.537,False,SCADA backfill inserted two delayed telemetry points.
-26919,2024-04-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.746,True,Pressure settled back to nominal after valve reseat.
-26920,2024-04-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,50.533,False,Sensor battery health remains nominal after firmware update.
-26921,2024-04-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26922,2024-04-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.393,False,Air handler maintenance reduced humidity variance on finishing line.
-26923,2024-04-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.022,True,Pressure settled back to nominal after valve reseat.
-26924,2024-04-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.597,False,Short-lived packet loss observed at edge gateway gw-02.
-26925,2024-04-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.834,False,Operator reset acknowledged after red-tag inspection.
-26926,2024-04-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.393,False,Vibration baseline recovered after tool holder replacement.
-26927,2024-04-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.968,True,Dust extraction fan offline for 18 minutes on line finishing.
-26928,2024-04-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.144,False,Maintenance scheduler deferred calibration due to spare shortage.
-26929,2024-04-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.536,False,Condensation warning cleared after dehumidifier ramp-up.
-26930,2024-04-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.683,False,Short-lived packet loss observed at edge gateway gw-02.
-26931,2024-04-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.803,True,Humidity baseline improved after seal replacement.
-26932,2024-04-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.811,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26933,2024-04-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.427,False,Quality hold reduced finishing booth activity for one shift.
-26934,2024-04-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.85,False,Temperature variance narrowed after coolant nozzle cleaning.
-26935,2024-04-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.29,True,Bearing temperature rising faster than baseline on spindle cell.
-26936,2024-04-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.161,False,Pressure settled back to nominal after valve reseat.
-26937,2024-04-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Sensor 3 drift suspected after cross-check with manual gauge.
-26938,2024-04-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.797,False,Thermal ramp exceeded expected warmup curve before shift start.
-26939,2024-04-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.866,True,Maintenance note logged for coupling imbalance inspection.
-26940,2024-04-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.625,False,Maintenance scheduler deferred calibration due to spare shortage.
-26941,2024-04-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.573,False,Vibration burst exceeds envelope during tool change cycle.
-26942,2024-04-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.094,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26943,2024-04-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.361,True,Vibration baseline recovered after tool holder replacement.
-26944,2024-04-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.152,False,Heat-treat furnace door cycling increased localized temperature spikes.
-26945,2024-04-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.388,False,Temperature variance narrowed after coolant nozzle cleaning.
-26946,2024-04-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.465,False,Anomaly review flagged possible bearing wear progression.
-26947,2024-04-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.008,True,Condensation warning cleared after dehumidifier ramp-up.
-26948,2024-04-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.601,False,Night shift startup produced higher than normal vibration floor.
-26949,2024-04-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Sensor enclosure opened for manual calibration verification.
-26950,2024-04-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.299,False,Pressure settled back to nominal after valve reseat.
-26951,2024-04-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.534,True,Pressure line purge completed before restart authorization.
-26952,2024-04-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.978,False,Temporary gateway failover completed without data loss.
-26953,2024-04-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.31,False,Shift handoff note referenced unusual noise near press enclosure.
-26954,2024-04-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.41,False,Telemetry quality flag downgraded during sensor self-test window.
-26955,2024-04-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.555,True,Vibration baseline recovered after tool holder replacement.
-26956,2024-04-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.824,False,Condensation warning cleared after dehumidifier ramp-up.
-26957,2024-04-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.861,False,Maintenance crew confirmed lubrication interval was missed.
-26958,2024-04-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.883,False,Telemetry quality flag downgraded during sensor self-test window.
-26959,2024-04-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.226,True,Edge collector replayed buffered events after network recovery.
-26960,2024-04-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.495,False,Pressure peak corresponds to oversized billet batch processing.
-26961,2024-04-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.883,False,Edge collector replayed buffered events after network recovery.
-26962,2024-04-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.218,False,Sensor enclosure opened for manual calibration verification.
-26963,2024-04-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.377,True,Quality team requested trace review for lot 24-118B.
-26964,2024-04-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.427,False,Ambient temperature stabilized after HVAC stage-two engagement.
-26965,2024-04-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.597,False,Condensation warning cleared after dehumidifier ramp-up.
-26966,2024-04-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.344,False,Vibration burst exceeds envelope during tool change cycle.
-26967,2024-04-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.53,True,Telemetry quality flag downgraded during sensor self-test window.
-26968,2024-04-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.603,False,Vibration burst exceeds envelope during tool change cycle.
-26969,2024-04-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.27,False,Edge collector replayed buffered events after network recovery.
-26970,2024-04-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.097,False,Quality hold reduced finishing booth activity for one shift.
-26971,2024-04-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.331,True,Hydraulic line pressure oscillation detected under load.
-26972,2024-04-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.185,False,Edge collector replayed buffered events after network recovery.
-26973,2024-04-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.652,False,Air handler maintenance reduced humidity variance on finishing line.
-26974,2024-04-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.993,False,Thermal overshoot event coincided with recipe change on furnace.
-26975,2024-04-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.347,True,Maintenance note logged for coupling imbalance inspection.
-26976,2024-04-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.366,False,Thermal overshoot event coincided with recipe change on furnace.
-26977,2024-04-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.58,False,Vibration baseline recovered after tool holder replacement.
-26978,2024-04-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.055,False,Air handler maintenance reduced humidity variance on finishing line.
-26979,2024-04-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.8,True,Anomaly review flagged possible bearing wear progression.
-26980,2024-04-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.911,False,Thermal ramp exceeded expected warmup curve before shift start.
-26981,2024-04-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.226,False,Calibration check overdue by 11 days for press-line transducer.
-26982,2024-04-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.497,False,Temporary gateway failover completed without data loss.
-26983,2024-04-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.408,True,Night shift startup produced higher than normal vibration floor.
-26984,2024-04-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.228,False,Air handler maintenance reduced humidity variance on finishing line.
-26985,2024-04-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.007,False,Quality team requested trace review for lot 24-118B.
-26986,2024-04-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.458,False,Vibration burst exceeds envelope during tool change cycle.
-26987,2024-04-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.149,True,Thermal ramp exceeded expected warmup curve before shift start.
-26988,2024-04-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.226,False,Short-lived packet loss observed at edge gateway gw-02.
-26989,2024-04-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.185,False,Sensor battery health remains nominal after firmware update.
-26990,2024-04-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.931,False,Sensor heartbeat delayed by one interval after gateway retry.
-26991,2024-04-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.603,True,Pressure peak corresponds to oversized billet batch processing.
-26992,2024-04-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.548,False,Sensor signal clipping observed during startup surge.
-26993,2024-04-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.864,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-26994,2024-04-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.4,False,Operator reset acknowledged after red-tag inspection.
-26995,2024-04-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.834,True,Sensor battery health remains nominal after firmware update.
-26996,2024-04-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.512,False,Compressed air fluctuation introduced pressure noise for two cycles.
-26997,2024-04-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Temporary gateway failover completed without data loss.
-26998,2024-04-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.36,False,Packaging line stop reduced adjacent vibration background.
-26999,2024-04-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.557,True,Compressed air fluctuation introduced pressure noise for two cycles.
-27000,2024-04-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.385,False,Maintenance scheduler deferred calibration due to spare shortage.
-27001,2024-04-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.39,False,Supervisory alert generated after three consecutive threshold breaches.
-27002,2024-04-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.667,False,Vibration harmonics broadened during extended production run.
-27003,2024-04-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.7,True,Temporary gateway failover completed without data loss.
-27004,2024-04-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.705,False,Vibration harmonics broadened during extended production run.
-27005,2024-04-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.538,False,Telemetry quality flag downgraded during sensor self-test window.
-27006,2024-04-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.682,False,Transient outlier matched forklift impact near cabinet wall.
-27007,2024-04-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.858,True,Humidity excursion near finishing booth during coating run.
-27008,2024-04-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.067,False,Temporary gateway failover completed without data loss.
-27009,2024-04-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.129,False,Transient outlier matched forklift impact near cabinet wall.
-27010,2024-04-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.059,False,Hydraulic line pressure oscillation detected under load.
-27011,2024-04-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.149,True,Transient outlier matched forklift impact near cabinet wall.
-27012,2024-04-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.91,False,Shift handoff note referenced unusual noise near press enclosure.
-27013,2024-04-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.884,False,Vibration burst exceeds envelope during tool change cycle.
-27014,2024-04-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.732,False,Sensor signal clipping observed during startup surge.
-27015,2024-04-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.238,True,Anomaly review flagged possible bearing wear progression.
-27016,2024-04-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.442,False,Calibration check overdue by 11 days for press-line transducer.
-27017,2024-04-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.244,False,Vibration baseline recovered after tool holder replacement.
-27018,2024-04-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.059,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27019,2024-04-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.777,True,Vibration burst exceeds envelope during tool change cycle.
-27020,2024-04-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.578,False,Humidity readings track seasonal rise across late spring.
-27021,2024-04-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Temporary gateway failover completed without data loss.
-27022,2024-04-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.42,False,Sensor heartbeat delayed by one interval after gateway retry.
-27023,2024-04-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.707,True,Humidity climbed during dock-door open period in afternoon shift.
-27024,2024-04-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.933,False,Hydraulic line pressure oscillation detected under load.
-27025,2024-04-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.282,False,Temperature variance narrowed after coolant nozzle cleaning.
-27026,2024-04-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.754,False,SCADA backfill inserted two delayed telemetry points.
-27027,2024-04-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.62,True,Calibration check overdue by 11 days for press-line transducer.
-27028,2024-04-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.703,False,Sensor battery health remains nominal after firmware update.
-27029,2024-04-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.824,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27030,2024-04-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.132,False,Humidity climbed during dock-door open period in afternoon shift.
-27031,2024-04-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.503,True,Air handler maintenance reduced humidity variance on finishing line.
-27032,2024-04-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.406,False,Packaging line stop reduced adjacent vibration background.
-27033,2024-04-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.421,False,Temporary gateway failover completed without data loss.
-27034,2024-04-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.559,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27035,2024-04-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.983,True,Quality hold reduced finishing booth activity for one shift.
-27036,2024-04-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.016,False,Night shift startup produced higher than normal vibration floor.
-27037,2024-04-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.264,False,Coolant loop adjustment reduced chamber temperature spread.
-27038,2024-04-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.396,False,Dust extraction fan offline for 18 minutes on line finishing.
-27039,2024-04-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.521,True,Hydraulic line pressure oscillation detected under load.
-27040,2024-04-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.75,False,Quality hold reduced finishing booth activity for one shift.
-27041,2024-04-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.125,False,Short-lived packet loss observed at edge gateway gw-02.
-27042,2024-04-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.093,False,Coolant loop adjustment reduced chamber temperature spread.
-27043,2024-04-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.381,True,Humidity excursion near finishing booth during coating run.
-27044,2024-04-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.909,False,Operator reported intermittent chatter on machine CNC-04.
-27045,2024-04-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.527,False,Reliability engineer tagged sample window for model retraining.
-27046,2024-04-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.298,False,Machine throughput increase drove sustained pressure uplift.
-27047,2024-04-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.799,True,Unbalanced load introduced cyclical pressure ripple.
-27048,2024-04-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.988,False,SCADA backfill inserted two delayed telemetry points.
-27049,2024-04-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.522,False,Thermal overshoot event coincided with recipe change on furnace.
-27050,2024-04-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.823,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27051,2024-04-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.828,True,Press cycle dwell time lengthened during high-volume batch.
-27052,2024-04-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.831,False,Vibration baseline recovered after tool holder replacement.
-27053,2024-04-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.182,False,Humidity excursion near finishing booth during coating run.
-27054,2024-04-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.536,False,Sensor signal clipping observed during startup surge.
-27055,2024-04-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.149,True,Vibration harmonics broadened during extended production run.
-27056,2024-04-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.57,False,Sensor signal clipping observed during startup surge.
-27057,2024-04-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27058,2024-04-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.877,False,Temperature variance narrowed after coolant nozzle cleaning.
-27059,2024-04-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.626,True,Night shift startup produced higher than normal vibration floor.
-27060,2024-04-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.627,False,Sensor enclosure opened for manual calibration verification.
-27061,2024-04-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Maintenance note logged for coupling imbalance inspection.
-27062,2024-04-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.389,False,Vibration burst exceeds envelope during tool change cycle.
-27063,2024-04-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.275,True,Humidity excursion near finishing booth during coating run.
-27064,2024-04-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.244,False,Operator reported intermittent chatter on machine CNC-04.
-27065,2024-04-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.63,False,Bearing temperature rising faster than baseline on spindle cell.
-27066,2024-04-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.672,False,Pressure settled back to nominal after valve reseat.
-27067,2024-04-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.902,True,Condensation warning cleared after dehumidifier ramp-up.
-27068,2024-04-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.732,False,Humidity excursion near finishing booth during coating run.
-27069,2024-04-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Reliability engineer tagged sample window for model retraining.
-27070,2024-04-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.016,False,Hydraulic line pressure oscillation detected under load.
-27071,2024-04-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.396,True,Reliability engineer tagged sample window for model retraining.
-27072,2024-04-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,52.914,False,Calibration check overdue by 11 days for press-line transducer.
-27073,2024-04-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.877,False,Press cycle dwell time lengthened during high-volume batch.
-27074,2024-04-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.462,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27075,2024-04-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.991,True,Unbalanced load introduced cyclical pressure ripple.
-27076,2024-04-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.385,False,Maintenance note logged for coupling imbalance inspection.
-27077,2024-04-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.661,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27078,2024-04-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.994,False,Maintenance scheduler deferred calibration due to spare shortage.
-27079,2024-04-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.62,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-27080,2024-04-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.414,False,Dust extraction fan offline for 18 minutes on line finishing.
-27081,2024-04-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.474,False,Shift handoff note referenced unusual noise near press enclosure.
-27082,2024-04-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.93,False,Unbalanced load introduced cyclical pressure ripple.
-27083,2024-04-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.786,True,Machine idle period extended during planned sanitation window.
-27084,2024-04-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,61.969,False,Edge collector replayed buffered events after network recovery.
-27085,2024-04-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Supervisory alert generated after three consecutive threshold breaches.
-27086,2024-04-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.118,False,Edge collector replayed buffered events after network recovery.
-27087,2024-04-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.588,True,Thermal ramp exceeded expected warmup curve before shift start.
-27088,2024-04-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.367,False,Heat-treat furnace door cycling increased localized temperature spikes.
-27089,2024-04-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.107,False,Quality hold reduced finishing booth activity for one shift.
-27090,2024-04-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.051,False,Coolant loop adjustment reduced chamber temperature spread.
-27091,2024-04-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.772,True,Operator reset acknowledged after red-tag inspection.
-27092,2024-04-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.155,False,Sensor battery health remains nominal after firmware update.
-27093,2024-04-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.248,False,Thermal ramp exceeded expected warmup curve before shift start.
-27094,2024-04-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.237,False,Short-lived packet loss observed at edge gateway gw-02.
-27095,2024-04-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.78,True,Temporary gateway failover completed without data loss.
-27096,2024-04-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.612,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27097,2024-04-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Sensor battery health remains nominal after firmware update.
-27098,2024-04-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.648,False,Maintenance scheduler deferred calibration due to spare shortage.
-27099,2024-04-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.216,True,Humidity baseline improved after seal replacement.
-27100,2024-04-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.497,False,Dust extraction fan offline for 18 minutes on line finishing.
-27101,2024-04-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.29,False,Vibration harmonics broadened during extended production run.
-27102,2024-04-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.035,False,Press cycle dwell time lengthened during high-volume batch.
-27103,2024-04-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.761,True,Operator reported intermittent chatter on machine CNC-04.
-27104,2024-04-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.573,False,Maintenance scheduler deferred calibration due to spare shortage.
-27105,2024-04-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Sensor signal clipping observed during startup surge.
-27106,2024-04-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.811,False,Reliability engineer tagged sample window for model retraining.
-27107,2024-04-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.836,True,Ambient temperature stabilized after HVAC stage-two engagement.
-27108,2024-04-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.047,False,Transient outlier matched forklift impact near cabinet wall.
-27109,2024-04-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.861,False,Temperature variance narrowed after coolant nozzle cleaning.
-27110,2024-04-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.368,False,Sensor enclosure opened for manual calibration verification.
-27111,2024-04-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.78,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-27112,2024-04-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.453,False,Hydraulic line pressure oscillation detected under load.
-27113,2024-04-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.211,False,Maintenance note logged for coupling imbalance inspection.
-27114,2024-04-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.06,False,Quality hold reduced finishing booth activity for one shift.
-27115,2024-04-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.342,True,Dust extraction fan offline for 18 minutes on line finishing.
-27116,2024-04-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.15,False,Calibration check overdue by 11 days for press-line transducer.
-27117,2024-04-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.906,False,Vibration burst exceeds envelope during tool change cycle.
-27118,2024-04-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.643,False,Temperature remained elevated during unscheduled overtime run.
-27119,2024-04-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.192,True,Vibration harmonics broadened during extended production run.
-27120,2024-04-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.486,False,Telemetry quality flag downgraded during sensor self-test window.
-27121,2024-04-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Anomaly review flagged possible bearing wear progression.
-27122,2024-04-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.095,False,Transient outlier matched forklift impact near cabinet wall.
-27123,2024-04-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.327,True,Operator reported intermittent chatter on machine CNC-04.
-27124,2024-04-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.832,False,Humidity excursion near finishing booth during coating run.
-27125,2024-04-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.691,False,Humidity baseline improved after seal replacement.
-27126,2024-04-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.861,False,Bearing temperature rising faster than baseline on spindle cell.
-27127,2024-04-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.139,True,Machine idle period extended during planned sanitation window.
-27128,2024-04-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.909,False,Machine throughput increase drove sustained pressure uplift.
-27129,2024-04-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.335,False,Thermal overshoot event coincided with recipe change on furnace.
-27130,2024-04-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.04,False,Pressure peak corresponds to oversized billet batch processing.
-27131,2024-04-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.412,True,Vibration harmonics broadened during extended production run.
-27132,2024-04-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.681,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27133,2024-04-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.807,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27134,2024-04-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.465,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27135,2024-04-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.389,True,SCADA backfill inserted two delayed telemetry points.
-27136,2024-04-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.137,False,Coolant loop adjustment reduced chamber temperature spread.
-27137,2024-04-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.248,False,Sensor heartbeat delayed by one interval after gateway retry.
-27138,2024-04-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.269,False,Operator reset acknowledged after red-tag inspection.
-27139,2024-04-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.883,True,Pressure peak corresponds to oversized billet batch processing.
-27140,2024-04-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.467,False,Pressure line purge completed before restart authorization.
-27141,2024-04-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Quality hold reduced finishing booth activity for one shift.
-27142,2024-04-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.75,False,Night shift startup produced higher than normal vibration floor.
-27143,2024-04-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.199,True,Anomaly review flagged possible bearing wear progression.
-27144,2024-04-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.906,False,Unbalanced load introduced cyclical pressure ripple.
-27145,2024-04-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.261,False,Humidity excursion near finishing booth during coating run.
-27146,2024-04-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.545,False,Temperature variance narrowed after coolant nozzle cleaning.
-27147,2024-04-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.999,True,Dust extraction fan offline for 18 minutes on line finishing.
-27148,2024-04-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.594,False,Maintenance crew confirmed lubrication interval was missed.
-27149,2024-04-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.6,False,Quality hold reduced finishing booth activity for one shift.
-27150,2024-04-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.676,False,Press cycle dwell time lengthened during high-volume batch.
-27151,2024-04-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.059,True,Dust extraction fan offline for 18 minutes on line finishing.
-27152,2024-04-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.918,False,Sensor signal clipping observed during startup surge.
-27153,2024-04-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.042,False,Temperature remained elevated during unscheduled overtime run.
-27154,2024-04-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.073,False,Vibration harmonics broadened during extended production run.
-27155,2024-04-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.285,True,Maintenance crew confirmed lubrication interval was missed.
-27156,2024-04-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.312,False,Quality hold reduced finishing booth activity for one shift.
-27157,2024-04-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.101,False,Temperature variance narrowed after coolant nozzle cleaning.
-27158,2024-04-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.545,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27159,2024-04-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.175,True,Machine idle period extended during planned sanitation window.
-27160,2024-04-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.785,False,Operator reset acknowledged after red-tag inspection.
-27161,2024-04-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.424,False,Bearing temperature rising faster than baseline on spindle cell.
-27162,2024-04-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.46,False,Quality hold reduced finishing booth activity for one shift.
-27163,2024-04-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.269,True,Reliability engineer tagged sample window for model retraining.
-27164,2024-04-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.171,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27165,2024-04-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.928,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27166,2024-04-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.125,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27167,2024-04-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.041,True,Temperature remained elevated during unscheduled overtime run.
-27168,2024-04-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.07,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27169,2024-04-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.828,False,Machine idle period extended during planned sanitation window.
-27170,2024-04-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.265,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27171,2024-04-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.292,True,Air handler maintenance reduced humidity variance on finishing line.
-27172,2024-04-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.051,False,Vibration baseline recovered after tool holder replacement.
-27173,2024-04-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.895,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27174,2024-04-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.219,False,Maintenance crew confirmed lubrication interval was missed.
-27175,2024-04-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.056,True,Edge collector replayed buffered events after network recovery.
-27176,2024-04-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.311,False,Coolant loop adjustment reduced chamber temperature spread.
-27177,2024-04-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.398,False,Bearing temperature rising faster than baseline on spindle cell.
-27178,2024-04-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.986,False,Pressure settled back to nominal after valve reseat.
-27179,2024-04-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.815,True,Bearing temperature rising faster than baseline on spindle cell.
-27180,2024-04-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.576,False,Edge collector replayed buffered events after network recovery.
-27181,2024-04-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.808,False,Sensor heartbeat delayed by one interval after gateway retry.
-27182,2024-04-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.159,False,Thermal ramp exceeded expected warmup curve before shift start.
-27183,2024-04-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.58,True,Transient outlier matched forklift impact near cabinet wall.
-27184,2024-04-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.1,False,Humidity climbed during dock-door open period in afternoon shift.
-27185,2024-04-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.021,False,Pressure line purge completed before restart authorization.
-27186,2024-04-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.552,False,Temperature variance narrowed after coolant nozzle cleaning.
-27187,2024-04-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.685,True,Sensor 3 drift suspected after cross-check with manual gauge.
-27188,2024-04-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.239,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27189,2024-04-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.776,False,Warning threshold updated for pilot predictive-maintenance model.
-27190,2024-04-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.383,False,Temporary gateway failover completed without data loss.
-27191,2024-04-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.409,True,Temperature remained elevated during unscheduled overtime run.
-27192,2024-04-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.326,False,Night shift startup produced higher than normal vibration floor.
-27193,2024-04-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.989,False,Operator reset acknowledged after red-tag inspection.
-27194,2024-04-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.206,False,Night shift startup produced higher than normal vibration floor.
-27195,2024-04-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.349,True,Quality team requested trace review for lot 24-118B.
-27196,2024-04-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.296,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27197,2024-04-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.781,False,Temperature remained elevated during unscheduled overtime run.
-27198,2024-04-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.275,False,Vibration baseline recovered after tool holder replacement.
-27199,2024-04-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.577,True,Telemetry quality flag downgraded during sensor self-test window.
-27200,2024-04-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.684,False,Press cycle dwell time lengthened during high-volume batch.
-27201,2024-04-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.576,False,Machine throughput increase drove sustained pressure uplift.
-27202,2024-04-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.715,False,Machine throughput increase drove sustained pressure uplift.
-27203,2024-04-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.24,True,Pressure line purge completed before restart authorization.
-27204,2024-04-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.852,False,SCADA backfill inserted two delayed telemetry points.
-27205,2024-04-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.036,False,Machine idle period extended during planned sanitation window.
-27206,2024-04-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.841,False,Maintenance crew confirmed lubrication interval was missed.
-27207,2024-04-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.042,True,Vibration harmonics broadened during extended production run.
-27208,2024-04-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.041,False,Night shift startup produced higher than normal vibration floor.
-27209,2024-04-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Condensation warning cleared after dehumidifier ramp-up.
-27210,2024-04-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.814,False,Humidity excursion near finishing booth during coating run.
-27211,2024-04-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.713,True,Sensor heartbeat delayed by one interval after gateway retry.
-27212,2024-04-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.365,False,Quality team requested trace review for lot 24-118B.
-27213,2024-04-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.027,False,Bearing temperature rising faster than baseline on spindle cell.
-27214,2024-04-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.676,False,Sensor battery health remains nominal after firmware update.
-27215,2024-04-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.835,True,Vibration harmonics broadened during extended production run.
-27216,2024-04-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.749,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27217,2024-04-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.764,False,Condensation warning cleared after dehumidifier ramp-up.
-27218,2024-04-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.731,False,Humidity climbed during dock-door open period in afternoon shift.
-27219,2024-04-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.698,True,Humidity excursion near finishing booth during coating run.
-27220,2024-04-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.258,False,Thermal overshoot event coincided with recipe change on furnace.
-27221,2024-04-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.887,False,Vibration burst exceeds envelope during tool change cycle.
-27222,2024-04-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.688,False,Short-lived packet loss observed at edge gateway gw-02.
-27223,2024-04-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.494,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-27224,2024-04-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.232,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27225,2024-04-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.923,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27226,2024-04-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.478,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27227,2024-04-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.808,True,Anomaly review flagged possible bearing wear progression.
-27228,2024-04-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.06,False,Pressure peak corresponds to oversized billet batch processing.
-27229,2024-04-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.22,False,Pressure line purge completed before restart authorization.
-27230,2024-04-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.425,False,Operator reset acknowledged after red-tag inspection.
-27231,2024-04-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.385,True,Press cycle dwell time lengthened during high-volume batch.
-27232,2024-04-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.604,False,Reliability engineer tagged sample window for model retraining.
-27233,2024-04-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.749,False,Quality team requested trace review for lot 24-118B.
-27234,2024-04-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.489,False,Sensor heartbeat delayed by one interval after gateway retry.
-27235,2024-04-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.771,True,Maintenance scheduler deferred calibration due to spare shortage.
-27236,2024-04-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.064,False,Anomaly review flagged possible bearing wear progression.
-27237,2024-04-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.191,False,Condensation warning cleared after dehumidifier ramp-up.
-27238,2024-04-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.44,False,Coolant loop adjustment reduced chamber temperature spread.
-27239,2024-04-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.15,True,Compressed air fluctuation introduced pressure noise for two cycles.
-27240,2024-04-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.89,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27241,2024-04-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27242,2024-04-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.327,False,Machine idle period extended during planned sanitation window.
-27243,2024-04-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.34,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-27244,2024-04-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.96,False,Humidity baseline improved after seal replacement.
-27245,2024-04-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.075,False,Humidity climbed during dock-door open period in afternoon shift.
-27246,2024-04-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.997,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27247,2024-04-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.863,True,Unbalanced load introduced cyclical pressure ripple.
-27248,2024-04-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.365,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27249,2024-04-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.255,False,Calibration check overdue by 11 days for press-line transducer.
-27250,2024-04-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.166,False,Press cycle dwell time lengthened during high-volume batch.
-27251,2024-04-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.103,True,Vibration baseline recovered after tool holder replacement.
-27252,2024-04-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.815,False,Vibration burst exceeds envelope during tool change cycle.
-27253,2024-04-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Heat-treat furnace door cycling increased localized temperature spikes.
-27254,2024-04-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.184,False,Short-lived packet loss observed at edge gateway gw-02.
-27255,2024-04-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.047,True,Transient outlier matched forklift impact near cabinet wall.
-27256,2024-04-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.239,False,Maintenance note logged for coupling imbalance inspection.
-27257,2024-04-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.617,False,Humidity readings track seasonal rise across late spring.
-27258,2024-04-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.368,False,Air handler maintenance reduced humidity variance on finishing line.
-27259,2024-04-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.504,True,Sensor enclosure opened for manual calibration verification.
-27260,2024-04-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.068,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27261,2024-04-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.163,False,Unbalanced load introduced cyclical pressure ripple.
-27262,2024-04-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.46,False,Night shift startup produced higher than normal vibration floor.
-27263,2024-04-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.864,True,Sensor 3 drift suspected after cross-check with manual gauge.
-27264,2024-04-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.949,False,Warning threshold updated for pilot predictive-maintenance model.
-27265,2024-04-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.924,False,Thermal overshoot event coincided with recipe change on furnace.
-27266,2024-04-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.172,False,Thermal overshoot event coincided with recipe change on furnace.
-27267,2024-04-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.365,True,Sensor battery health remains nominal after firmware update.
-27268,2024-04-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.152,False,Press cycle dwell time lengthened during high-volume batch.
-27269,2024-04-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.195,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27270,2024-04-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.394,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27271,2024-04-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.777,True,Maintenance scheduler deferred calibration due to spare shortage.
-27272,2024-04-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.661,False,Quality hold reduced finishing booth activity for one shift.
-27273,2024-04-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.472,False,Packaging line stop reduced adjacent vibration background.
-27274,2024-04-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.759,False,Bearing temperature rising faster than baseline on spindle cell.
-27275,2024-04-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.161,True,Temperature variance narrowed after coolant nozzle cleaning.
-27276,2024-04-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.127,False,Vibration harmonics broadened during extended production run.
-27277,2024-04-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.476,False,Maintenance note logged for coupling imbalance inspection.
-27278,2024-04-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.572,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27279,2024-04-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.321,True,Humidity excursion near finishing booth during coating run.
-27280,2024-04-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.886,False,Maintenance scheduler deferred calibration due to spare shortage.
-27281,2024-04-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.152,False,Coolant loop adjustment reduced chamber temperature spread.
-27282,2024-04-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.17,False,Temperature variance narrowed after coolant nozzle cleaning.
-27283,2024-04-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.908,True,Pressure settled back to nominal after valve reseat.
-27284,2024-04-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.811,False,Sensor heartbeat delayed by one interval after gateway retry.
-27285,2024-04-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.755,False,Humidity excursion near finishing booth during coating run.
-27286,2024-04-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.089,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27287,2024-04-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.232,True,Temporary gateway failover completed without data loss.
-27288,2024-04-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.222,False,Sensor enclosure opened for manual calibration verification.
-27289,2024-04-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.209,False,Maintenance crew confirmed lubrication interval was missed.
-27290,2024-04-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.718,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27291,2024-04-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.607,True,Humidity climbed during dock-door open period in afternoon shift.
-27292,2024-04-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.739,False,Anomaly review flagged possible bearing wear progression.
-27293,2024-04-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.622,False,Machine throughput increase drove sustained pressure uplift.
-27294,2024-04-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.893,False,Maintenance scheduler deferred calibration due to spare shortage.
-27295,2024-04-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.144,True,Maintenance crew confirmed lubrication interval was missed.
-27296,2024-04-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.055,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27297,2024-04-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.197,False,Reliability engineer tagged sample window for model retraining.
-27298,2024-04-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.451,False,Operator reported intermittent chatter on machine CNC-04.
-27299,2024-04-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.538,True,Hydraulic line pressure oscillation detected under load.
-27300,2024-04-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.576,False,Pressure line purge completed before restart authorization.
-27301,2024-04-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.593,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27302,2024-04-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.618,False,Thermal ramp exceeded expected warmup curve before shift start.
-27303,2024-04-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.436,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27304,2024-04-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.843,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27305,2024-04-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.215,False,Sensor signal clipping observed during startup surge.
-27306,2024-04-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.835,False,Vibration harmonics broadened during extended production run.
-27307,2024-04-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.743,True,Temperature variance narrowed after coolant nozzle cleaning.
-27308,2024-04-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.788,False,Temporary gateway failover completed without data loss.
-27309,2024-04-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.462,False,Air handler maintenance reduced humidity variance on finishing line.
-27310,2024-04-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.974,False,Machine idle period extended during planned sanitation window.
-27311,2024-04-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.79,True,Vibration burst exceeds envelope during tool change cycle.
-27312,2024-04-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.932,False,Coolant loop adjustment reduced chamber temperature spread.
-27313,2024-04-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.302,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27314,2024-04-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.225,False,Maintenance crew confirmed lubrication interval was missed.
-27315,2024-04-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.617,True,Calibration check overdue by 11 days for press-line transducer.
-27316,2024-04-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.96,False,Vibration baseline recovered after tool holder replacement.
-27317,2024-04-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.626,False,Machine throughput increase drove sustained pressure uplift.
-27318,2024-04-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.067,False,Heat-treat furnace door cycling increased localized temperature spikes.
-27319,2024-04-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.93,True,Transient outlier matched forklift impact near cabinet wall.
-27320,2024-04-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.087,False,Unbalanced load introduced cyclical pressure ripple.
-27321,2024-04-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27322,2024-04-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.35,False,Unbalanced load introduced cyclical pressure ripple.
-27323,2024-04-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.509,True,Short-lived packet loss observed at edge gateway gw-02.
-27324,2024-04-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.089,False,Packaging line stop reduced adjacent vibration background.
-27325,2024-04-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.272,False,Operator reset acknowledged after red-tag inspection.
-27326,2024-04-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.96,False,Press cycle dwell time lengthened during high-volume batch.
-27327,2024-04-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.363,True,Coolant loop adjustment reduced chamber temperature spread.
-27328,2024-04-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.085,False,Operator reported intermittent chatter on machine CNC-04.
-27329,2024-04-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.047,False,Humidity excursion near finishing booth during coating run.
-27330,2024-04-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.357,False,Hydraulic line pressure oscillation detected under load.
-27331,2024-04-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.177,True,Vibration burst exceeds envelope during tool change cycle.
-27332,2024-04-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.558,False,Pressure settled back to nominal after valve reseat.
-27333,2024-04-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.835,False,Humidity baseline improved after seal replacement.
-27334,2024-04-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.004,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27335,2024-04-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.556,True,Maintenance scheduler deferred calibration due to spare shortage.
-27336,2024-04-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.052,False,Sensor heartbeat delayed by one interval after gateway retry.
-27337,2024-04-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.048,False,Sensor battery health remains nominal after firmware update.
-27338,2024-04-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.986,False,Sensor heartbeat delayed by one interval after gateway retry.
-27339,2024-04-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.813,True,Transient outlier matched forklift impact near cabinet wall.
-27340,2024-04-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.182,False,SCADA backfill inserted two delayed telemetry points.
-27341,2024-04-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.389,False,Warning threshold updated for pilot predictive-maintenance model.
-27342,2024-04-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.936,False,Machine idle period extended during planned sanitation window.
-27343,2024-04-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.234,True,Anomaly review flagged possible bearing wear progression.
-27344,2024-04-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.807,False,Pressure peak corresponds to oversized billet batch processing.
-27345,2024-04-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.917,False,Machine throughput increase drove sustained pressure uplift.
-27346,2024-04-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.078,False,Press cycle dwell time lengthened during high-volume batch.
-27347,2024-04-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.326,True,Coolant loop adjustment reduced chamber temperature spread.
-27348,2024-04-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.265,False,Temperature remained elevated during unscheduled overtime run.
-27349,2024-04-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.741,False,Quality hold reduced finishing booth activity for one shift.
-27350,2024-04-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.981,False,Reliability engineer tagged sample window for model retraining.
-27351,2024-04-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.301,True,Maintenance note logged for coupling imbalance inspection.
-27352,2024-04-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.629,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27353,2024-04-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.141,False,Vibration burst exceeds envelope during tool change cycle.
-27354,2024-04-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.799,False,Bearing temperature rising faster than baseline on spindle cell.
-27355,2024-04-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.108,True,Air handler maintenance reduced humidity variance on finishing line.
-27356,2024-04-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.952,False,Thermal ramp exceeded expected warmup curve before shift start.
-27357,2024-04-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.506,False,Condensation warning cleared after dehumidifier ramp-up.
-27358,2024-04-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.968,False,Transient outlier matched forklift impact near cabinet wall.
-27359,2024-04-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.542,True,Maintenance crew confirmed lubrication interval was missed.
-27360,2024-04-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.479,False,Quality team requested trace review for lot 24-118B.
-27361,2024-04-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Temperature variance narrowed after coolant nozzle cleaning.
-27362,2024-04-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.356,False,Shift handoff note referenced unusual noise near press enclosure.
-27363,2024-04-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.45,True,Vibration harmonics broadened during extended production run.
-27364,2024-04-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.929,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27365,2024-04-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.944,False,Quality hold reduced finishing booth activity for one shift.
-27366,2024-04-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.697,False,Transient outlier matched forklift impact near cabinet wall.
-27367,2024-04-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.341,True,Ambient temperature stabilized after HVAC stage-two engagement.
-27368,2024-04-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.503,False,Temporary gateway failover completed without data loss.
-27369,2024-04-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.513,False,Coolant loop adjustment reduced chamber temperature spread.
-27370,2024-04-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.684,False,Sensor signal clipping observed during startup surge.
-27371,2024-04-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.846,True,Quality team requested trace review for lot 24-118B.
-27372,2024-04-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.322,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27373,2024-04-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.369,False,Temperature remained elevated during unscheduled overtime run.
-27374,2024-04-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.694,False,Quality team requested trace review for lot 24-118B.
-27375,2024-04-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.307,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-27376,2024-04-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.851,False,Sensor enclosure opened for manual calibration verification.
-27377,2024-04-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.365,False,Quality team requested trace review for lot 24-118B.
-27378,2024-04-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.373,False,Condensation warning cleared after dehumidifier ramp-up.
-27379,2024-04-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.884,True,Warning threshold updated for pilot predictive-maintenance model.
-27380,2024-04-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.607,False,Supervisory alert generated after three consecutive threshold breaches.
-27381,2024-04-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.785,False,Reliability engineer tagged sample window for model retraining.
-27382,2024-04-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.634,False,Vibration harmonics broadened during extended production run.
-27383,2024-04-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.549,True,Night shift startup produced higher than normal vibration floor.
-27384,2024-04-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.681,False,Telemetry quality flag downgraded during sensor self-test window.
-27385,2024-04-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Thermal overshoot event coincided with recipe change on furnace.
-27386,2024-04-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.901,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27387,2024-04-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.663,True,Quality team requested trace review for lot 24-118B.
-27388,2024-04-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.003,False,Temperature variance narrowed after coolant nozzle cleaning.
-27389,2024-04-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.989,False,Quality hold reduced finishing booth activity for one shift.
-27390,2024-04-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.339,False,Night shift startup produced higher than normal vibration floor.
-27391,2024-04-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.844,True,Edge collector replayed buffered events after network recovery.
-27392,2024-04-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.887,False,Pressure line purge completed before restart authorization.
-27393,2024-04-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.437,False,Sensor heartbeat delayed by one interval after gateway retry.
-27394,2024-04-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,68.257,False,Quality hold reduced finishing booth activity for one shift.
-27395,2024-04-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.626,True,Press cycle dwell time lengthened during high-volume batch.
-27396,2024-04-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.335,False,Maintenance note logged for coupling imbalance inspection.
-27397,2024-04-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.701,False,Sensor signal clipping observed during startup surge.
-27398,2024-04-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.319,False,SCADA backfill inserted two delayed telemetry points.
-27399,2024-04-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.318,True,Telemetry quality flag downgraded during sensor self-test window.
-27400,2024-04-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.209,False,Dust extraction fan offline for 18 minutes on line finishing.
-27401,2024-04-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.519,False,Vibration burst exceeds envelope during tool change cycle.
-27402,2024-04-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.336,False,Shift handoff note referenced unusual noise near press enclosure.
-27403,2024-04-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.351,True,Bearing temperature rising faster than baseline on spindle cell.
-27404,2024-04-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.474,False,Shift handoff note referenced unusual noise near press enclosure.
-27405,2024-04-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.749,False,Operator reported intermittent chatter on machine CNC-04.
-27406,2024-04-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.836,False,Dust extraction fan offline for 18 minutes on line finishing.
-27407,2024-04-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.055,True,Maintenance note logged for coupling imbalance inspection.
-27408,2024-04-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.496,False,Pressure line purge completed before restart authorization.
-27409,2024-04-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.251,False,Maintenance scheduler deferred calibration due to spare shortage.
-27410,2024-04-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.221,False,Temperature variance narrowed after coolant nozzle cleaning.
-27411,2024-04-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.99,True,Short-lived packet loss observed at edge gateway gw-02.
-27412,2024-04-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.236,False,Sensor heartbeat delayed by one interval after gateway retry.
-27413,2024-04-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.489,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27414,2024-04-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.824,False,Quality hold reduced finishing booth activity for one shift.
-27415,2024-04-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.174,True,Air handler maintenance reduced humidity variance on finishing line.
-27416,2024-04-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.708,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27417,2024-04-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.117,False,Dust extraction fan offline for 18 minutes on line finishing.
-27418,2024-04-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.785,False,Coolant loop adjustment reduced chamber temperature spread.
-27419,2024-04-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.003,True,Operator reported intermittent chatter on machine CNC-04.
-27420,2024-04-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.463,False,Sensor enclosure opened for manual calibration verification.
-27421,2024-04-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.163,False,Dust extraction fan offline for 18 minutes on line finishing.
-27422,2024-04-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.026,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27423,2024-04-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.761,True,Dust extraction fan offline for 18 minutes on line finishing.
-27424,2024-04-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.993,False,Machine idle period extended during planned sanitation window.
-27425,2024-04-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.758,False,Reliability engineer tagged sample window for model retraining.
-27426,2024-04-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.431,False,Humidity excursion near finishing booth during coating run.
-27427,2024-04-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.865,True,Transient outlier matched forklift impact near cabinet wall.
-27428,2024-04-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.342,False,Sensor signal clipping observed during startup surge.
-27429,2024-04-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.977,False,Dust extraction fan offline for 18 minutes on line finishing.
-27430,2024-04-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.597,False,Quality team requested trace review for lot 24-118B.
-27431,2024-04-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.837,True,Sensor heartbeat delayed by one interval after gateway retry.
-27432,2024-04-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.586,False,Humidity readings track seasonal rise across late spring.
-27433,2024-04-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.922,False,Vibration harmonics broadened during extended production run.
-27434,2024-04-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.073,False,Pressure peak corresponds to oversized billet batch processing.
-27435,2024-04-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.735,True,Maintenance note logged for coupling imbalance inspection.
-27436,2024-04-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.76,False,Humidity baseline improved after seal replacement.
-27437,2024-04-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.667,False,Maintenance crew confirmed lubrication interval was missed.
-27438,2024-04-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.78,False,Vibration harmonics broadened during extended production run.
-27439,2024-04-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.179,True,Bearing temperature rising faster than baseline on spindle cell.
-27440,2024-04-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.892,False,Sensor battery health remains nominal after firmware update.
-27441,2024-04-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.244,False,Hydraulic line pressure oscillation detected under load.
-27442,2024-04-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.486,False,Vibration baseline recovered after tool holder replacement.
-27443,2024-04-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.342,True,Anomaly review flagged possible bearing wear progression.
-27444,2024-04-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.452,False,Dust extraction fan offline for 18 minutes on line finishing.
-27445,2024-04-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.524,False,Sensor heartbeat delayed by one interval after gateway retry.
-27446,2024-04-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.354,False,Hydraulic line pressure oscillation detected under load.
-27447,2024-04-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.563,True,Coolant loop adjustment reduced chamber temperature spread.
-27448,2024-04-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.004,False,Humidity readings track seasonal rise across late spring.
-27449,2024-04-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.767,False,Sensor heartbeat delayed by one interval after gateway retry.
-27450,2024-04-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.399,False,Calibration check overdue by 11 days for press-line transducer.
-27451,2024-04-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.767,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-27452,2024-04-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.412,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27453,2024-04-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.586,False,Maintenance crew confirmed lubrication interval was missed.
-27454,2024-04-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.458,False,Night shift startup produced higher than normal vibration floor.
-27455,2024-04-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.954,True,Temperature variance narrowed after coolant nozzle cleaning.
-27456,2024-04-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.628,False,Warning threshold updated for pilot predictive-maintenance model.
-27457,2024-04-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.488,False,Quality hold reduced finishing booth activity for one shift.
-27458,2024-04-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.188,False,Pressure line purge completed before restart authorization.
-27459,2024-04-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.584,True,Short-lived packet loss observed at edge gateway gw-02.
-27460,2024-04-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.189,False,Humidity readings track seasonal rise across late spring.
-27461,2024-04-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.486,False,Bearing temperature rising faster than baseline on spindle cell.
-27462,2024-04-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.436,False,Operator reset acknowledged after red-tag inspection.
-27463,2024-04-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.347,True,Humidity baseline improved after seal replacement.
-27464,2024-04-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.738,False,Quality hold reduced finishing booth activity for one shift.
-27465,2024-04-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.886,False,Thermal ramp exceeded expected warmup curve before shift start.
-27466,2024-04-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.773,False,Telemetry quality flag downgraded during sensor self-test window.
-27467,2024-04-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.517,True,Humidity readings track seasonal rise across late spring.
-27468,2024-04-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.598,False,Sensor heartbeat delayed by one interval after gateway retry.
-27469,2024-04-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.93,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27470,2024-04-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.471,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27471,2024-04-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.317,True,Sensor signal clipping observed during startup surge.
-27472,2024-04-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.596,False,Temperature variance narrowed after coolant nozzle cleaning.
-27473,2024-04-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.565,False,Operator reset acknowledged after red-tag inspection.
-27474,2024-04-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.425,False,Vibration baseline recovered after tool holder replacement.
-27475,2024-04-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.305,True,Humidity excursion near finishing booth during coating run.
-27476,2024-04-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.189,False,Edge collector replayed buffered events after network recovery.
-27477,2024-04-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.629,False,Transient outlier matched forklift impact near cabinet wall.
-27478,2024-04-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.223,False,Sensor signal clipping observed during startup surge.
-27479,2024-04-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.021,True,Humidity climbed during dock-door open period in afternoon shift.
-27480,2024-04-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.713,False,Pressure line purge completed before restart authorization.
-27481,2024-04-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Humidity baseline improved after seal replacement.
-27482,2024-04-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.373,False,Humidity climbed during dock-door open period in afternoon shift.
-27483,2024-04-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.241,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27484,2024-04-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.178,False,Unbalanced load introduced cyclical pressure ripple.
-27485,2024-04-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Telemetry quality flag downgraded during sensor self-test window.
-27486,2024-04-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.232,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27487,2024-04-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.935,True,Reliability engineer tagged sample window for model retraining.
-27488,2024-04-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.456,False,Sensor heartbeat delayed by one interval after gateway retry.
-27489,2024-04-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.866,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27490,2024-04-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.569,False,Humidity baseline improved after seal replacement.
-27491,2024-04-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.63,True,Calibration check overdue by 11 days for press-line transducer.
-27492,2024-04-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.308,False,Pressure settled back to nominal after valve reseat.
-27493,2024-04-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.669,False,Machine idle period extended during planned sanitation window.
-27494,2024-04-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.838,False,Edge collector replayed buffered events after network recovery.
-27495,2024-04-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.124,True,Bearing temperature rising faster than baseline on spindle cell.
-27496,2024-04-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.732,False,Bearing temperature rising faster than baseline on spindle cell.
-27497,2024-04-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.915,False,Operator reported intermittent chatter on machine CNC-04.
-27498,2024-04-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.864,False,Shift handoff note referenced unusual noise near press enclosure.
-27499,2024-04-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.908,True,Condensation warning cleared after dehumidifier ramp-up.
-27500,2024-04-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.691,False,Operator reported intermittent chatter on machine CNC-04.
-27501,2024-04-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.709,False,Sensor signal clipping observed during startup surge.
-27502,2024-04-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.78,False,Pressure settled back to nominal after valve reseat.
-27503,2024-04-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.8,True,Humidity readings track seasonal rise across late spring.
-27504,2024-04-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.037,False,Condensation warning cleared after dehumidifier ramp-up.
-27505,2024-04-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.588,False,Machine idle period extended during planned sanitation window.
-27506,2024-04-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.53,False,Quality hold reduced finishing booth activity for one shift.
-27507,2024-04-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.95,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-27508,2024-04-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.476,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27509,2024-04-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.687,False,Operator reported intermittent chatter on machine CNC-04.
-27510,2024-04-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.125,False,Temperature remained elevated during unscheduled overtime run.
-27511,2024-04-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.669,True,Condensation warning cleared after dehumidifier ramp-up.
-27512,2024-04-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.45,False,Sensor enclosure opened for manual calibration verification.
-27513,2024-04-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.674,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27514,2024-04-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.027,False,Air handler maintenance reduced humidity variance on finishing line.
-27515,2024-04-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.045,True,Short-lived packet loss observed at edge gateway gw-02.
-27516,2024-04-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.028,False,Pressure peak corresponds to oversized billet batch processing.
-27517,2024-04-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.993,False,Temperature remained elevated during unscheduled overtime run.
-27518,2024-04-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.046,False,Operator reset acknowledged after red-tag inspection.
-27519,2024-04-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,6.705,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27520,2024-04-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.615,False,Maintenance crew confirmed lubrication interval was missed.
-27521,2024-04-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.559,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27522,2024-04-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.903,False,Quality hold reduced finishing booth activity for one shift.
-27523,2024-04-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.904,True,Pressure peak corresponds to oversized billet batch processing.
-27524,2024-04-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.512,False,Packaging line stop reduced adjacent vibration background.
-27525,2024-04-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.39,False,Supervisory alert generated after three consecutive threshold breaches.
-27526,2024-04-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.39,False,Vibration burst exceeds envelope during tool change cycle.
-27527,2024-04-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.298,True,Edge collector replayed buffered events after network recovery.
-27528,2024-04-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.708,False,Maintenance scheduler deferred calibration due to spare shortage.
-27529,2024-04-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27530,2024-04-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.931,False,Condensation warning cleared after dehumidifier ramp-up.
-27531,2024-04-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.62,True,Compressed air fluctuation introduced pressure noise for two cycles.
-27532,2024-04-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.142,False,Thermal ramp exceeded expected warmup curve before shift start.
-27533,2024-04-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.777,False,Humidity excursion near finishing booth during coating run.
-27534,2024-04-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.727,False,Temporary gateway failover completed without data loss.
-27535,2024-04-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.829,True,Telemetry quality flag downgraded during sensor self-test window.
-27536,2024-04-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.279,False,Reliability engineer tagged sample window for model retraining.
-27537,2024-04-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.928,False,Short-lived packet loss observed at edge gateway gw-02.
-27538,2024-04-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.911,False,Night shift startup produced higher than normal vibration floor.
-27539,2024-04-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.014,True,Short-lived packet loss observed at edge gateway gw-02.
-27540,2024-04-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.337,False,Humidity excursion near finishing booth during coating run.
-27541,2024-04-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.785,False,Thermal ramp exceeded expected warmup curve before shift start.
-27542,2024-04-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.912,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27543,2024-04-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.715,True,Maintenance note logged for coupling imbalance inspection.
-27544,2024-04-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.505,False,Sensor signal clipping observed during startup surge.
-27545,2024-04-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Air handler maintenance reduced humidity variance on finishing line.
-27546,2024-04-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.701,False,Pressure settled back to nominal after valve reseat.
-27547,2024-04-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.307,True,Warning threshold updated for pilot predictive-maintenance model.
-27548,2024-04-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.987,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27549,2024-04-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.594,False,Edge collector replayed buffered events after network recovery.
-27550,2024-04-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.113,False,Humidity baseline improved after seal replacement.
-27551,2024-04-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.935,True,Edge collector replayed buffered events after network recovery.
-27552,2024-04-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.934,False,Vibration baseline recovered after tool holder replacement.
-27553,2024-04-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.918,False,Sensor heartbeat delayed by one interval after gateway retry.
-27554,2024-04-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.543,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27555,2024-04-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.611,True,Humidity climbed during dock-door open period in afternoon shift.
-27556,2024-04-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.658,False,Air handler maintenance reduced humidity variance on finishing line.
-27557,2024-04-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.623,False,Vibration baseline recovered after tool holder replacement.
-27558,2024-04-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.685,False,Humidity baseline improved after seal replacement.
-27559,2024-04-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.361,True,Telemetry quality flag downgraded during sensor self-test window.
-27560,2024-04-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.387,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27561,2024-04-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.671,False,Vibration baseline recovered after tool holder replacement.
-27562,2024-04-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.709,False,Shift handoff note referenced unusual noise near press enclosure.
-27563,2024-04-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.621,True,Operator reset acknowledged after red-tag inspection.
-27564,2024-04-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.316,False,Vibration harmonics broadened during extended production run.
-27565,2024-04-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.325,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27566,2024-04-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.353,False,Quality hold reduced finishing booth activity for one shift.
-27567,2024-04-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.641,True,Sensor signal clipping observed during startup surge.
-27568,2024-04-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.83,False,Temperature variance narrowed after coolant nozzle cleaning.
-27569,2024-04-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.516,False,Press cycle dwell time lengthened during high-volume batch.
-27570,2024-04-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.78,False,Thermal overshoot event coincided with recipe change on furnace.
-27571,2024-04-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.513,True,Quality team requested trace review for lot 24-118B.
-27572,2024-04-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.6,False,Machine idle period extended during planned sanitation window.
-27573,2024-04-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.392,False,Temperature variance narrowed after coolant nozzle cleaning.
-27574,2024-04-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.696,False,Humidity baseline improved after seal replacement.
-27575,2024-04-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.771,True,Sensor heartbeat delayed by one interval after gateway retry.
-27576,2024-04-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.449,False,Packaging line stop reduced adjacent vibration background.
-27577,2024-04-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.091,False,Humidity readings track seasonal rise across late spring.
-27578,2024-04-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.24,False,Humidity baseline improved after seal replacement.
-27579,2024-04-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.427,True,Hydraulic line pressure oscillation detected under load.
-27580,2024-04-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.415,False,Thermal ramp exceeded expected warmup curve before shift start.
-27581,2024-04-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.854,False,Pressure line purge completed before restart authorization.
-27582,2024-04-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.288,False,Pressure settled back to nominal after valve reseat.
-27583,2024-04-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.805,True,Pressure settled back to nominal after valve reseat.
-27584,2024-04-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.968,False,Bearing temperature rising faster than baseline on spindle cell.
-27585,2024-04-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.393,False,Edge collector replayed buffered events after network recovery.
-27586,2024-04-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.068,False,Maintenance crew confirmed lubrication interval was missed.
-27587,2024-04-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.722,True,Humidity climbed during dock-door open period in afternoon shift.
-27588,2024-04-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.522,False,Sensor heartbeat delayed by one interval after gateway retry.
-27589,2024-04-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.21,False,Supervisory alert generated after three consecutive threshold breaches.
-27590,2024-04-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.279,False,Transient outlier matched forklift impact near cabinet wall.
-27591,2024-04-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.759,True,Warning threshold updated for pilot predictive-maintenance model.
-27592,2024-04-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.878,False,Supervisory alert generated after three consecutive threshold breaches.
-27593,2024-04-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.57,False,Calibration check overdue by 11 days for press-line transducer.
-27594,2024-04-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.409,False,Shift handoff note referenced unusual noise near press enclosure.
-27595,2024-04-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.644,True,Hydraulic line pressure oscillation detected under load.
-27596,2024-04-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.071,False,Pressure settled back to nominal after valve reseat.
-27597,2024-04-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Unbalanced load introduced cyclical pressure ripple.
-27598,2024-04-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.999,False,Temperature remained elevated during unscheduled overtime run.
-27599,2024-04-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.143,True,Hydraulic line pressure oscillation detected under load.
-27600,2024-04-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.48,False,Temperature variance narrowed after coolant nozzle cleaning.
-27601,2024-04-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Calibration check overdue by 11 days for press-line transducer.
-27602,2024-04-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.077,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27603,2024-04-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.715,True,Humidity baseline improved after seal replacement.
-27604,2024-04-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.808,False,Press cycle dwell time lengthened during high-volume batch.
-27605,2024-04-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.595,False,Telemetry quality flag downgraded during sensor self-test window.
-27606,2024-04-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.744,False,Unbalanced load introduced cyclical pressure ripple.
-27607,2024-04-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.372,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-27608,2024-04-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.377,False,Reliability engineer tagged sample window for model retraining.
-27609,2024-04-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Unbalanced load introduced cyclical pressure ripple.
-27610,2024-04-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.097,False,Hydraulic line pressure oscillation detected under load.
-27611,2024-04-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.626,True,Sensor enclosure opened for manual calibration verification.
-27612,2024-04-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.587,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27613,2024-04-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.02,False,Condensation warning cleared after dehumidifier ramp-up.
-27614,2024-04-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.158,False,Quality hold reduced finishing booth activity for one shift.
-27615,2024-04-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.658,True,Sensor heartbeat delayed by one interval after gateway retry.
-27616,2024-04-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.53,False,Humidity baseline improved after seal replacement.
-27617,2024-04-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.811,False,Maintenance scheduler deferred calibration due to spare shortage.
-27618,2024-04-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.812,False,Edge collector replayed buffered events after network recovery.
-27619,2024-04-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.236,True,Shift handoff note referenced unusual noise near press enclosure.
-27620,2024-04-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.11,False,Pressure line purge completed before restart authorization.
-27621,2024-04-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.436,False,Humidity baseline improved after seal replacement.
-27622,2024-04-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.711,False,Heat-treat furnace door cycling increased localized temperature spikes.
-27623,2024-04-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.976,True,Sensor 3 drift suspected after cross-check with manual gauge.
-27624,2024-04-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.601,False,Transient outlier matched forklift impact near cabinet wall.
-27625,2024-04-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.748,False,Quality team requested trace review for lot 24-118B.
-27626,2024-04-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.279,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27627,2024-04-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.174,True,Press cycle dwell time lengthened during high-volume batch.
-27628,2024-04-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.58,False,Temperature variance narrowed after coolant nozzle cleaning.
-27629,2024-04-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.682,False,Dust extraction fan offline for 18 minutes on line finishing.
-27630,2024-04-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.435,False,Thermal overshoot event coincided with recipe change on furnace.
-27631,2024-04-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.568,True,Quality hold reduced finishing booth activity for one shift.
-27632,2024-04-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.265,False,Thermal ramp exceeded expected warmup curve before shift start.
-27633,2024-04-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,Quality team requested trace review for lot 24-118B.
-27634,2024-04-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.86,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27635,2024-04-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.406,True,Dust extraction fan offline for 18 minutes on line finishing.
-27636,2024-04-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.06,False,Press cycle dwell time lengthened during high-volume batch.
-27637,2024-04-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.539,False,Temperature variance narrowed after coolant nozzle cleaning.
-27638,2024-04-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.158,False,Unbalanced load introduced cyclical pressure ripple.
-27639,2024-04-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.296,True,Temperature variance narrowed after coolant nozzle cleaning.
-27640,2024-04-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.219,False,Sensor battery health remains nominal after firmware update.
-27641,2024-04-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.653,False,Quality hold reduced finishing booth activity for one shift.
-27642,2024-04-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.317,False,Coolant loop adjustment reduced chamber temperature spread.
-27643,2024-04-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.448,True,Heat-treat furnace door cycling increased localized temperature spikes.
-27644,2024-04-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.849,False,Vibration baseline recovered after tool holder replacement.
-27645,2024-04-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.833,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27646,2024-04-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.471,False,Temporary gateway failover completed without data loss.
-27647,2024-04-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.408,True,Air handler maintenance reduced humidity variance on finishing line.
-27648,2024-04-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.038,False,Quality hold reduced finishing booth activity for one shift.
-27649,2024-04-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.328,False,Vibration burst exceeds envelope during tool change cycle.
-27650,2024-04-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.305,False,Pressure peak corresponds to oversized billet batch processing.
-27651,2024-04-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.576,True,Temperature variance narrowed after coolant nozzle cleaning.
-27652,2024-04-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.449,False,Machine throughput increase drove sustained pressure uplift.
-27653,2024-04-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.151,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27654,2024-04-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.679,False,Humidity climbed during dock-door open period in afternoon shift.
-27655,2024-04-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.203,True,Dust extraction fan offline for 18 minutes on line finishing.
-27656,2024-04-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.673,False,Unbalanced load introduced cyclical pressure ripple.
-27657,2024-04-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.858,False,Hydraulic line pressure oscillation detected under load.
-27658,2024-04-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.693,False,Sensor battery health remains nominal after firmware update.
-27659,2024-04-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,6.526,True,Compressed air fluctuation introduced pressure noise for two cycles.
-27660,2024-04-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.219,False,Pressure peak corresponds to oversized billet batch processing.
-27661,2024-04-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.208,False,Vibration burst exceeds envelope during tool change cycle.
-27662,2024-04-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.751,False,Temperature remained elevated during unscheduled overtime run.
-27663,2024-04-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.02,True,Thermal ramp exceeded expected warmup curve before shift start.
-27664,2024-04-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.813,False,Pressure line purge completed before restart authorization.
-27665,2024-04-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.793,False,Shift handoff note referenced unusual noise near press enclosure.
-27666,2024-04-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.08,False,Reliability engineer tagged sample window for model retraining.
-27667,2024-04-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.682,True,Telemetry quality flag downgraded during sensor self-test window.
-27668,2024-04-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.235,False,Night shift startup produced higher than normal vibration floor.
-27669,2024-04-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.068,False,Reliability engineer tagged sample window for model retraining.
-27670,2024-04-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.96,False,Machine idle period extended during planned sanitation window.
-27671,2024-04-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.292,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-27672,2024-04-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.702,False,Thermal ramp exceeded expected warmup curve before shift start.
-27673,2024-04-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.0,False,Reliability engineer tagged sample window for model retraining.
-27674,2024-04-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.738,False,Temporary gateway failover completed without data loss.
-27675,2024-04-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.485,True,Air handler maintenance reduced humidity variance on finishing line.
-27676,2024-04-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.272,False,Calibration check overdue by 11 days for press-line transducer.
-27677,2024-04-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.154,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27678,2024-04-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.237,False,Telemetry quality flag downgraded during sensor self-test window.
-27679,2024-04-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.963,True,Quality hold reduced finishing booth activity for one shift.
-27680,2024-04-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.604,False,Sensor enclosure opened for manual calibration verification.
-27681,2024-04-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.457,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27682,2024-04-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.035,False,Telemetry quality flag downgraded during sensor self-test window.
-27683,2024-04-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.495,True,Quality hold reduced finishing booth activity for one shift.
-27684,2024-04-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.684,False,Operator reset acknowledged after red-tag inspection.
-27685,2024-04-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.702,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27686,2024-04-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.21,False,Operator reported intermittent chatter on machine CNC-04.
-27687,2024-04-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.179,True,Heat-treat furnace door cycling increased localized temperature spikes.
-27688,2024-04-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.323,False,Condensation warning cleared after dehumidifier ramp-up.
-27689,2024-04-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.966,False,Vibration baseline recovered after tool holder replacement.
-27690,2024-04-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.027,False,Vibration baseline recovered after tool holder replacement.
-27691,2024-04-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,6.606,True,Calibration check overdue by 11 days for press-line transducer.
-27692,2024-04-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.184,False,Humidity readings track seasonal rise across late spring.
-27693,2024-04-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.58,False,Pressure peak corresponds to oversized billet batch processing.
-27694,2024-04-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.083,False,Transient outlier matched forklift impact near cabinet wall.
-27695,2024-04-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.852,True,Press cycle dwell time lengthened during high-volume batch.
-27696,2024-04-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.313,False,Heat-treat furnace door cycling increased localized temperature spikes.
-27697,2024-04-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Pressure line purge completed before restart authorization.
-27698,2024-04-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.239,False,Humidity readings track seasonal rise across late spring.
-27699,2024-04-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.199,True,Maintenance crew confirmed lubrication interval was missed.
-27700,2024-04-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.913,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27701,2024-04-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.494,False,Temporary gateway failover completed without data loss.
-27702,2024-04-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.333,False,Transient outlier matched forklift impact near cabinet wall.
-27703,2024-04-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.618,True,Sensor signal clipping observed during startup surge.
-27704,2024-04-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.269,False,Unbalanced load introduced cyclical pressure ripple.
-27705,2024-04-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.508,False,Night shift startup produced higher than normal vibration floor.
-27706,2024-04-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.303,False,Bearing temperature rising faster than baseline on spindle cell.
-27707,2024-04-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.542,True,Heat-treat furnace door cycling increased localized temperature spikes.
-27708,2024-04-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.407,False,Humidity readings track seasonal rise across late spring.
-27709,2024-04-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.466,False,Quality team requested trace review for lot 24-118B.
-27710,2024-04-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.17,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27711,2024-04-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.474,True,Quality hold reduced finishing booth activity for one shift.
-27712,2024-04-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.388,False,Humidity baseline improved after seal replacement.
-27713,2024-04-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.49,False,Edge collector replayed buffered events after network recovery.
-27714,2024-04-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.276,False,Edge collector replayed buffered events after network recovery.
-27715,2024-04-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.758,True,Pressure peak corresponds to oversized billet batch processing.
-27716,2024-04-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.465,False,Bearing temperature rising faster than baseline on spindle cell.
-27717,2024-04-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.235,False,Calibration check overdue by 11 days for press-line transducer.
-27718,2024-04-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.526,False,Temperature variance narrowed after coolant nozzle cleaning.
-27719,2024-04-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.374,True,Coolant loop adjustment reduced chamber temperature spread.
-27720,2024-04-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.832,False,Bearing temperature rising faster than baseline on spindle cell.
-27721,2024-04-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.026,False,Press cycle dwell time lengthened during high-volume batch.
-27722,2024-04-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.062,False,Vibration baseline recovered after tool holder replacement.
-27723,2024-04-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.559,True,Pressure line purge completed before restart authorization.
-27724,2024-04-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.622,False,Pressure settled back to nominal after valve reseat.
-27725,2024-04-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.53,False,Heat-treat furnace door cycling increased localized temperature spikes.
-27726,2024-04-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.184,False,Packaging line stop reduced adjacent vibration background.
-27727,2024-04-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.321,True,Calibration check overdue by 11 days for press-line transducer.
-27728,2024-04-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.762,False,Vibration baseline recovered after tool holder replacement.
-27729,2024-04-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.707,False,Machine throughput increase drove sustained pressure uplift.
-27730,2024-04-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.187,False,Air handler maintenance reduced humidity variance on finishing line.
-27731,2024-04-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.152,True,Transient outlier matched forklift impact near cabinet wall.
-27732,2024-04-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.721,False,Edge collector replayed buffered events after network recovery.
-27733,2024-04-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.247,False,Short-lived packet loss observed at edge gateway gw-02.
-27734,2024-04-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.484,False,Vibration baseline recovered after tool holder replacement.
-27735,2024-04-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.2,True,Edge collector replayed buffered events after network recovery.
-27736,2024-04-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.991,False,Pressure settled back to nominal after valve reseat.
-27737,2024-04-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.647,False,Operator reported intermittent chatter on machine CNC-04.
-27738,2024-04-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.342,False,Anomaly review flagged possible bearing wear progression.
-27739,2024-04-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.265,True,Vibration burst exceeds envelope during tool change cycle.
-27740,2024-04-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.585,False,Quality team requested trace review for lot 24-118B.
-27741,2024-04-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.386,False,Supervisory alert generated after three consecutive threshold breaches.
-27742,2024-04-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.797,False,Condensation warning cleared after dehumidifier ramp-up.
-27743,2024-04-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.234,True,Press cycle dwell time lengthened during high-volume batch.
-27744,2024-04-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.017,False,Short-lived packet loss observed at edge gateway gw-02.
-27745,2024-04-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.426,False,Packaging line stop reduced adjacent vibration background.
-27746,2024-04-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.204,False,Quality hold reduced finishing booth activity for one shift.
-27747,2024-04-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.322,True,Operator reset acknowledged after red-tag inspection.
-27748,2024-04-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.06,False,Unbalanced load introduced cyclical pressure ripple.
-27749,2024-04-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.376,False,Supervisory alert generated after three consecutive threshold breaches.
-27750,2024-04-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.566,False,Humidity climbed during dock-door open period in afternoon shift.
-27751,2024-04-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.15,True,Vibration burst exceeds envelope during tool change cycle.
-27752,2024-04-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.699,False,Pressure line purge completed before restart authorization.
-27753,2024-04-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.965,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27754,2024-04-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.766,False,Operator reported intermittent chatter on machine CNC-04.
-27755,2024-04-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.091,True,Pressure line purge completed before restart authorization.
-27756,2024-04-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.611,False,Temperature remained elevated during unscheduled overtime run.
-27757,2024-04-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.756,False,Sensor signal clipping observed during startup surge.
-27758,2024-04-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.749,False,Temperature remained elevated during unscheduled overtime run.
-27759,2024-04-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.587,True,Sensor signal clipping observed during startup surge.
-27760,2024-04-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.957,False,Dust extraction fan offline for 18 minutes on line finishing.
-27761,2024-04-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.403,False,SCADA backfill inserted two delayed telemetry points.
-27762,2024-04-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.316,False,Humidity excursion near finishing booth during coating run.
-27763,2024-04-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.126,True,Pressure line purge completed before restart authorization.
-27764,2024-04-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.114,False,Anomaly review flagged possible bearing wear progression.
-27765,2024-04-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Maintenance crew confirmed lubrication interval was missed.
-27766,2024-04-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.073,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27767,2024-04-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.752,True,Operator reset acknowledged after red-tag inspection.
-27768,2024-04-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.047,False,Air handler maintenance reduced humidity variance on finishing line.
-27769,2024-04-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.581,False,Operator reported intermittent chatter on machine CNC-04.
-27770,2024-04-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.464,False,Shift handoff note referenced unusual noise near press enclosure.
-27771,2024-04-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.636,True,Humidity readings track seasonal rise across late spring.
-27772,2024-04-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.432,False,Pressure settled back to nominal after valve reseat.
-27773,2024-04-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Pressure line purge completed before restart authorization.
-27774,2024-04-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.449,False,Quality hold reduced finishing booth activity for one shift.
-27775,2024-04-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.803,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-27776,2024-04-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.622,False,Edge collector replayed buffered events after network recovery.
-27777,2024-04-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.965,False,Maintenance note logged for coupling imbalance inspection.
-27778,2024-04-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.531,False,Vibration harmonics broadened during extended production run.
-27779,2024-04-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.687,True,Pressure settled back to nominal after valve reseat.
-27780,2024-04-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.612,False,Sensor enclosure opened for manual calibration verification.
-27781,2024-04-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.462,False,Reliability engineer tagged sample window for model retraining.
-27782,2024-04-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.537,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27783,2024-04-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.438,True,Temperature variance narrowed after coolant nozzle cleaning.
-27784,2024-04-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.679,False,Operator reported intermittent chatter on machine CNC-04.
-27785,2024-04-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.243,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27786,2024-04-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.057,False,Hydraulic line pressure oscillation detected under load.
-27787,2024-04-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.331,True,Maintenance crew confirmed lubrication interval was missed.
-27788,2024-04-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.641,False,Press cycle dwell time lengthened during high-volume batch.
-27789,2024-04-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.247,False,Sensor 3 drift suspected after cross-check with manual gauge.
-27790,2024-04-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.139,False,Coolant loop adjustment reduced chamber temperature spread.
-27791,2024-04-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.409,True,Vibration harmonics broadened during extended production run.
-27792,2024-04-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.945,False,Machine idle period extended during planned sanitation window.
-27793,2024-04-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.692,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27794,2024-04-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.91,False,Quality hold reduced finishing booth activity for one shift.
-27795,2024-04-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.315,True,Temperature remained elevated during unscheduled overtime run.
-27796,2024-04-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.842,False,Maintenance crew confirmed lubrication interval was missed.
-27797,2024-04-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Temperature remained elevated during unscheduled overtime run.
-27798,2024-04-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.904,False,Dust extraction fan offline for 18 minutes on line finishing.
-27799,2024-04-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.312,True,Bearing temperature rising faster than baseline on spindle cell.
-27800,2024-04-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.962,False,Vibration burst exceeds envelope during tool change cycle.
-27801,2024-04-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.011,False,Supervisory alert generated after three consecutive threshold breaches.
-27802,2024-04-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.382,False,Temperature variance narrowed after coolant nozzle cleaning.
-27803,2024-04-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.617,True,Transient outlier matched forklift impact near cabinet wall.
-27804,2024-04-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.672,False,Transient outlier matched forklift impact near cabinet wall.
-27805,2024-04-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.801,False,Operator reported intermittent chatter on machine CNC-04.
-27806,2024-04-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.626,False,Bearing temperature rising faster than baseline on spindle cell.
-27807,2024-04-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.416,True,Sensor signal clipping observed during startup surge.
-27808,2024-04-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.917,False,Press cycle dwell time lengthened during high-volume batch.
-27809,2024-04-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.651,False,Operator reported intermittent chatter on machine CNC-04.
-27810,2024-04-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.186,False,Sensor battery health remains nominal after firmware update.
-27811,2024-04-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.95,True,Pressure line purge completed before restart authorization.
-27812,2024-04-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.518,False,Maintenance scheduler deferred calibration due to spare shortage.
-27813,2024-04-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Thermal ramp exceeded expected warmup curve before shift start.
-27814,2024-04-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.405,False,Edge collector replayed buffered events after network recovery.
-27815,2024-04-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.946,True,Short-lived packet loss observed at edge gateway gw-02.
-27816,2024-04-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.587,False,SCADA backfill inserted two delayed telemetry points.
-27817,2024-04-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.105,False,Thermal ramp exceeded expected warmup curve before shift start.
-27818,2024-04-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.548,False,Hydraulic line pressure oscillation detected under load.
-27819,2024-04-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.288,True,Pressure peak corresponds to oversized billet batch processing.
-27820,2024-04-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.927,False,Calibration check overdue by 11 days for press-line transducer.
-27821,2024-04-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,Edge collector replayed buffered events after network recovery.
-27822,2024-04-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,56.096,False,Pressure settled back to nominal after valve reseat.
-27823,2024-04-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.297,True,Quality team requested trace review for lot 24-118B.
-27824,2024-04-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.119,False,Coolant loop adjustment reduced chamber temperature spread.
-27825,2024-04-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.385,False,Supervisory alert generated after three consecutive threshold breaches.
-27826,2024-04-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.155,False,Maintenance scheduler deferred calibration due to spare shortage.
-27827,2024-04-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.802,True,Machine throughput increase drove sustained pressure uplift.
-27828,2024-04-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.932,False,Humidity baseline improved after seal replacement.
-27829,2024-04-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.571,False,Coolant loop adjustment reduced chamber temperature spread.
-27830,2024-04-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.788,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27831,2024-04-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.585,True,Operator reported intermittent chatter on machine CNC-04.
-27832,2024-04-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.948,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-27833,2024-04-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.32,False,Packaging line stop reduced adjacent vibration background.
-27834,2024-04-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.696,False,Vibration baseline recovered after tool holder replacement.
-27835,2024-04-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.411,True,Temporary gateway failover completed without data loss.
-27836,2024-04-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.439,False,Night shift startup produced higher than normal vibration floor.
-27837,2024-04-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.634,False,Shift handoff note referenced unusual noise near press enclosure.
-27838,2024-04-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.847,False,Unbalanced load introduced cyclical pressure ripple.
-27839,2024-04-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.989,True,Sensor signal clipping observed during startup surge.
-27840,2024-04-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.837,False,Temporary gateway failover completed without data loss.
-27841,2024-04-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27842,2024-04-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.007,False,Humidity baseline improved after seal replacement.
-27843,2024-04-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.012,True,Transient outlier matched forklift impact near cabinet wall.
-27844,2024-04-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.166,False,Humidity excursion near finishing booth during coating run.
-27845,2024-04-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.223,False,Maintenance crew confirmed lubrication interval was missed.
-27846,2024-04-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.328,False,Thermal ramp exceeded expected warmup curve before shift start.
-27847,2024-04-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.115,True,Warning threshold updated for pilot predictive-maintenance model.
-27848,2024-04-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.064,False,Transient outlier matched forklift impact near cabinet wall.
-27849,2024-04-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Pressure peak corresponds to oversized billet batch processing.
-27850,2024-04-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.234,False,Quality hold reduced finishing booth activity for one shift.
-27851,2024-04-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.548,True,Ambient temperature stabilized after HVAC stage-two engagement.
-27852,2024-04-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.345,False,Sensor enclosure opened for manual calibration verification.
-27853,2024-04-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.916,False,Packaging line stop reduced adjacent vibration background.
-27854,2024-04-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.17,False,Air handler maintenance reduced humidity variance on finishing line.
-27855,2024-04-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.4,True,Supervisory alert generated after three consecutive threshold breaches.
-27856,2024-04-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.19,False,Thermal overshoot event coincided with recipe change on furnace.
-27857,2024-04-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.498,False,Sensor heartbeat delayed by one interval after gateway retry.
-27858,2024-04-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.939,False,Machine idle period extended during planned sanitation window.
-27859,2024-04-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.757,True,Calibration check overdue by 11 days for press-line transducer.
-27860,2024-04-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.994,False,Hydraulic line pressure oscillation detected under load.
-27861,2024-04-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.623,False,Anomaly review flagged possible bearing wear progression.
-27862,2024-04-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.976,False,Operator reported intermittent chatter on machine CNC-04.
-27863,2024-04-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.399,True,Ambient temperature stabilized after HVAC stage-two engagement.
-27864,2024-04-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.606,False,Thermal overshoot event coincided with recipe change on furnace.
-27865,2024-04-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.766,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-27866,2024-04-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.658,False,Thermal overshoot event coincided with recipe change on furnace.
-27867,2024-04-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.699,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-27868,2024-04-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.842,False,Operator reported intermittent chatter on machine CNC-04.
-27869,2024-04-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.962,False,Operator reported intermittent chatter on machine CNC-04.
-27870,2024-04-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.985,False,Pressure settled back to nominal after valve reseat.
-27871,2024-04-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.137,True,Condensation warning cleared after dehumidifier ramp-up.
-27872,2024-04-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.967,False,Humidity baseline improved after seal replacement.
-27873,2024-04-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.146,False,Sensor battery health remains nominal after firmware update.
-27874,2024-04-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.974,False,Operator reset acknowledged after red-tag inspection.
-27875,2024-04-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.091,True,SCADA backfill inserted two delayed telemetry points.
-27876,2024-04-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.704,False,Supervisory alert generated after three consecutive threshold breaches.
-27877,2024-04-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.427,False,Bearing temperature rising faster than baseline on spindle cell.
-27878,2024-04-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.234,False,Sensor signal clipping observed during startup surge.
-27879,2024-04-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.509,True,Condensation warning cleared after dehumidifier ramp-up.
-27880,2024-04-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.524,False,Warning threshold updated for pilot predictive-maintenance model.
-27881,2024-04-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.42,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27882,2024-04-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.233,False,Maintenance note logged for coupling imbalance inspection.
-27883,2024-04-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.529,True,Sensor signal clipping observed during startup surge.
-27884,2024-04-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.96,False,Thermal ramp exceeded expected warmup curve before shift start.
-27885,2024-04-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.194,False,Humidity excursion near finishing booth during coating run.
-27886,2024-04-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.944,False,Sensor battery health remains nominal after firmware update.
-27887,2024-04-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.997,True,Thermal overshoot event coincided with recipe change on furnace.
-27888,2024-04-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.938,False,Pressure peak corresponds to oversized billet batch processing.
-27889,2024-04-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Thermal overshoot event coincided with recipe change on furnace.
-27890,2024-04-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.962,False,Coolant loop adjustment reduced chamber temperature spread.
-27891,2024-04-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.705,True,Maintenance note logged for coupling imbalance inspection.
-27892,2024-04-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.502,False,Operator reset acknowledged after red-tag inspection.
-27893,2024-04-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
-27894,2024-04-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.951,False,Bearing temperature rising faster than baseline on spindle cell.
-27895,2024-04-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.373,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-27896,2024-04-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.507,False,Supervisory alert generated after three consecutive threshold breaches.
-27897,2024-04-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.482,False,Temporary gateway failover completed without data loss.
-27898,2024-04-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.187,False,Night shift startup produced higher than normal vibration floor.
-27899,2024-04-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.231,True,Hydraulic line pressure oscillation detected under load.
-27900,2024-04-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.005,False,Unbalanced load introduced cyclical pressure ripple.
-27901,2024-04-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.985,False,Temporary gateway failover completed without data loss.
-27902,2024-04-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.071,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27903,2024-04-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.643,True,Pressure peak corresponds to oversized billet batch processing.
-27904,2024-04-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.414,False,Quality hold reduced finishing booth activity for one shift.
-27905,2024-04-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.789,False,Thermal ramp exceeded expected warmup curve before shift start.
-27906,2024-04-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.555,False,Operator reset acknowledged after red-tag inspection.
-27907,2024-04-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.311,True,Pressure line purge completed before restart authorization.
-27908,2024-04-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.447,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27909,2024-04-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.493,False,Telemetry quality flag downgraded during sensor self-test window.
-27910,2024-04-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.299,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27911,2024-04-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.796,True,Humidity readings track seasonal rise across late spring.
-27912,2024-04-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.432,False,Unbalanced load introduced cyclical pressure ripple.
-27913,2024-04-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.348,False,Thermal ramp exceeded expected warmup curve before shift start.
-27914,2024-04-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.605,False,Supervisory alert generated after three consecutive threshold breaches.
-27915,2024-04-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.961,True,Operator reported intermittent chatter on machine CNC-04.
-27916,2024-04-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.897,False,Machine idle period extended during planned sanitation window.
-27917,2024-04-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.965,False,Machine idle period extended during planned sanitation window.
-27918,2024-04-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.918,False,Temperature remained elevated during unscheduled overtime run.
-27919,2024-04-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.107,True,Maintenance crew confirmed lubrication interval was missed.
-27920,2024-04-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.192,False,Quality hold reduced finishing booth activity for one shift.
-27921,2024-04-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.083,False,Vibration baseline recovered after tool holder replacement.
-27922,2024-04-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.186,False,Maintenance crew confirmed lubrication interval was missed.
-27923,2024-04-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.08,True,Calibration check overdue by 11 days for press-line transducer.
-27924,2024-04-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.691,False,Transient outlier matched forklift impact near cabinet wall.
-27925,2024-04-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Vibration baseline recovered after tool holder replacement.
-27926,2024-04-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.142,False,Night shift startup produced higher than normal vibration floor.
-27927,2024-04-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.206,True,Short-lived packet loss observed at edge gateway gw-02.
-27928,2024-04-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.408,False,Maintenance scheduler deferred calibration due to spare shortage.
-27929,2024-04-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.861,False,Machine idle period extended during planned sanitation window.
-27930,2024-04-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.837,False,Packaging line stop reduced adjacent vibration background.
-27931,2024-04-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.802,True,Warning threshold updated for pilot predictive-maintenance model.
-27932,2024-04-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.16,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27933,2024-04-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.398,False,Humidity excursion near finishing booth during coating run.
-27934,2024-04-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.221,False,Reliability engineer tagged sample window for model retraining.
-27935,2024-04-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.191,True,Maintenance crew confirmed lubrication interval was missed.
-27936,2024-04-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.07,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27937,2024-04-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.679,False,Vibration harmonics broadened during extended production run.
-27938,2024-04-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.395,False,Sensor enclosure opened for manual calibration verification.
-27939,2024-04-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.387,True,Humidity excursion near finishing booth during coating run.
-27940,2024-04-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.644,False,Temperature variance narrowed after coolant nozzle cleaning.
-27941,2024-04-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Calibration check overdue by 11 days for press-line transducer.
-27942,2024-04-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.204,False,Thermal ramp exceeded expected warmup curve before shift start.
-27943,2024-04-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.16,True,Night shift startup produced higher than normal vibration floor.
-27944,2024-04-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.694,False,Short-lived packet loss observed at edge gateway gw-02.
-27945,2024-04-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.556,False,Pressure peak corresponds to oversized billet batch processing.
-27946,2024-04-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.002,False,Pressure line purge completed before restart authorization.
-27947,2024-04-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.459,True,Air handler maintenance reduced humidity variance on finishing line.
-27948,2024-04-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.489,False,Pressure peak corresponds to oversized billet batch processing.
-27949,2024-04-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.408,False,Machine throughput increase drove sustained pressure uplift.
-27950,2024-04-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.242,False,Operator reported intermittent chatter on machine CNC-04.
-27951,2024-04-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.71,True,Compressed air fluctuation introduced pressure noise for two cycles.
-27952,2024-04-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.105,False,Pressure settled back to nominal after valve reseat.
-27953,2024-04-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Short-lived packet loss observed at edge gateway gw-02.
-27954,2024-04-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.234,False,Sensor signal clipping observed during startup surge.
-27955,2024-04-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.949,True,Anomaly review flagged possible bearing wear progression.
-27956,2024-04-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.036,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27957,2024-04-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.19,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27958,2024-04-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.115,False,Telemetry quality flag downgraded during sensor self-test window.
-27959,2024-04-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.498,True,Sensor 3 drift suspected after cross-check with manual gauge.
-27960,2024-04-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.355,False,Quality hold reduced finishing booth activity for one shift.
-27961,2024-04-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.888,False,Night shift startup produced higher than normal vibration floor.
-27962,2024-04-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.655,False,Condensation warning cleared after dehumidifier ramp-up.
-27963,2024-04-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.306,True,Sensor heartbeat delayed by one interval after gateway retry.
-27964,2024-04-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.01,False,Anomaly review flagged possible bearing wear progression.
-27965,2024-04-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.005,False,Hydraulic line pressure oscillation detected under load.
-27966,2024-04-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.518,False,Condensation warning cleared after dehumidifier ramp-up.
-27967,2024-04-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.539,True,Pressure peak corresponds to oversized billet batch processing.
-27968,2024-04-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.504,False,Dust extraction fan offline for 18 minutes on line finishing.
-27969,2024-04-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.422,False,Maintenance note logged for coupling imbalance inspection.
-27970,2024-04-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.804,False,Pressure settled back to nominal after valve reseat.
-27971,2024-04-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.748,True,Short-lived packet loss observed at edge gateway gw-02.
-27972,2024-04-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.743,False,Dust extraction fan offline for 18 minutes on line finishing.
-27973,2024-04-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.942,False,Sensor signal clipping observed during startup surge.
-27974,2024-04-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.4,False,Vibration burst exceeds envelope during tool change cycle.
-27975,2024-04-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.701,True,Sensor heartbeat delayed by one interval after gateway retry.
-27976,2024-04-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.587,False,Air handler maintenance reduced humidity variance on finishing line.
-27977,2024-04-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Air handler maintenance reduced humidity variance on finishing line.
-27978,2024-04-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.294,False,Night shift startup produced higher than normal vibration floor.
-27979,2024-04-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.359,True,Thermal ramp exceeded expected warmup curve before shift start.
-27980,2024-04-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.232,False,Warning threshold updated for pilot predictive-maintenance model.
-27981,2024-04-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.593,False,Quality hold reduced finishing booth activity for one shift.
-27982,2024-04-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.403,False,Maintenance scheduler deferred calibration due to spare shortage.
-27983,2024-04-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.796,True,Humidity readings track seasonal rise across late spring.
-27984,2024-04-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.399,False,Short-lived packet loss observed at edge gateway gw-02.
-27985,2024-04-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.666,False,Temporary gateway failover completed without data loss.
-27986,2024-04-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.947,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27987,2024-04-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.156,True,Press cycle dwell time lengthened during high-volume batch.
-27988,2024-04-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.593,False,Humidity climbed during dock-door open period in afternoon shift.
-27989,2024-04-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.426,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-27990,2024-04-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.531,False,Pressure peak corresponds to oversized billet batch processing.
-27991,2024-04-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.591,True,Vibration baseline recovered after tool holder replacement.
-27992,2024-04-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.978,False,Supervisory alert generated after three consecutive threshold breaches.
-27993,2024-04-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.998,False,Ambient temperature stabilized after HVAC stage-two engagement.
-27994,2024-04-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,59.747,False,Sensor heartbeat delayed by one interval after gateway retry.
-27995,2024-04-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.087,True,Temporary gateway failover completed without data loss.
-27996,2024-04-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.543,False,Transient outlier matched forklift impact near cabinet wall.
-27997,2024-04-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.887,False,Machine throughput increase drove sustained pressure uplift.
-27998,2024-04-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.882,False,Compressed air fluctuation introduced pressure noise for two cycles.
-27999,2024-04-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.239,True,Press cycle dwell time lengthened during high-volume batch.
-28000,2024-04-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.651,False,Quality team requested trace review for lot 24-118B.
-28001,2024-04-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.847,False,Transient outlier matched forklift impact near cabinet wall.
-28002,2024-04-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.132,False,Warning threshold updated for pilot predictive-maintenance model.
-28003,2024-04-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.185,True,Reliability engineer tagged sample window for model retraining.
-28004,2024-04-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.108,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28005,2024-04-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.647,False,Vibration burst exceeds envelope during tool change cycle.
-28006,2024-04-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.57,False,Air handler maintenance reduced humidity variance on finishing line.
-28007,2024-04-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.336,True,Temporary gateway failover completed without data loss.
-28008,2024-04-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.256,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28009,2024-04-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.745,False,Temporary gateway failover completed without data loss.
-28010,2024-04-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.671,False,Air handler maintenance reduced humidity variance on finishing line.
-28011,2024-04-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.355,True,Packaging line stop reduced adjacent vibration background.
-28012,2024-04-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.621,False,Maintenance crew confirmed lubrication interval was missed.
-28013,2024-04-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.166,False,Machine idle period extended during planned sanitation window.
-28014,2024-04-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.97,False,Edge collector replayed buffered events after network recovery.
-28015,2024-04-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,6.663,True,Machine idle period extended during planned sanitation window.
-28016,2024-04-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.303,False,Maintenance crew confirmed lubrication interval was missed.
-28017,2024-04-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.843,False,Sensor signal clipping observed during startup surge.
-28018,2024-04-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.289,False,Unbalanced load introduced cyclical pressure ripple.
-28019,2024-04-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.371,True,Pressure settled back to nominal after valve reseat.
-28020,2024-04-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.792,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28021,2024-04-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.25,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28022,2024-04-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.281,False,Night shift startup produced higher than normal vibration floor.
-28023,2024-04-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.554,True,Sensor signal clipping observed during startup surge.
-28024,2024-04-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.079,False,Quality team requested trace review for lot 24-118B.
-28025,2024-04-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.907,False,Night shift startup produced higher than normal vibration floor.
-28026,2024-04-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.431,False,Supervisory alert generated after three consecutive threshold breaches.
-28027,2024-04-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.777,True,Sensor enclosure opened for manual calibration verification.
-28028,2024-04-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.74,False,Calibration check overdue by 11 days for press-line transducer.
-28029,2024-04-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.122,False,Shift handoff note referenced unusual noise near press enclosure.
-28030,2024-04-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.851,False,Night shift startup produced higher than normal vibration floor.
-28031,2024-04-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.676,True,Sensor 3 drift suspected after cross-check with manual gauge.
-28032,2024-04-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.941,False,Temperature remained elevated during unscheduled overtime run.
-28033,2024-04-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.731,False,Hydraulic line pressure oscillation detected under load.
-28034,2024-04-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.461,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28035,2024-04-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.928,True,Temporary gateway failover completed without data loss.
-28036,2024-04-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.418,False,Warning threshold updated for pilot predictive-maintenance model.
-28037,2024-04-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Vibration baseline recovered after tool holder replacement.
-28038,2024-04-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.84,False,Pressure peak corresponds to oversized billet batch processing.
-28039,2024-04-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.669,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-28040,2024-04-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.613,False,Vibration burst exceeds envelope during tool change cycle.
-28041,2024-04-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.912,False,Sensor heartbeat delayed by one interval after gateway retry.
-28042,2024-04-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.449,False,Humidity baseline improved after seal replacement.
-28043,2024-04-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.927,True,Pressure settled back to nominal after valve reseat.
-28044,2024-04-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.563,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28045,2024-04-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.142,False,Dust extraction fan offline for 18 minutes on line finishing.
-28046,2024-04-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.637,False,Maintenance scheduler deferred calibration due to spare shortage.
-28047,2024-04-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.777,True,Edge collector replayed buffered events after network recovery.
-28048,2024-04-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.99,False,Calibration check overdue by 11 days for press-line transducer.
-28049,2024-04-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.816,False,Transient outlier matched forklift impact near cabinet wall.
-28050,2024-04-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.645,False,Reliability engineer tagged sample window for model retraining.
-28051,2024-04-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.699,True,Quality team requested trace review for lot 24-118B.
-28052,2024-04-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.44,False,Humidity excursion near finishing booth during coating run.
-28053,2024-04-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.935,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28054,2024-04-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.171,False,Humidity baseline improved after seal replacement.
-28055,2024-04-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.07,True,Humidity excursion near finishing booth during coating run.
-28056,2024-04-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.269,False,Shift handoff note referenced unusual noise near press enclosure.
-28057,2024-04-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.194,False,Sensor heartbeat delayed by one interval after gateway retry.
-28058,2024-04-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.325,False,Sensor battery health remains nominal after firmware update.
-28059,2024-04-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.714,True,Quality team requested trace review for lot 24-118B.
-28060,2024-04-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.164,False,Humidity climbed during dock-door open period in afternoon shift.
-28061,2024-04-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.231,False,Maintenance scheduler deferred calibration due to spare shortage.
-28062,2024-04-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.36,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28063,2024-04-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.006,True,Quality team requested trace review for lot 24-118B.
-28064,2024-04-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.421,False,Operator reset acknowledged after red-tag inspection.
-28065,2024-04-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.152,False,Hydraulic line pressure oscillation detected under load.
-28066,2024-04-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.937,False,Quality hold reduced finishing booth activity for one shift.
-28067,2024-04-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.929,True,Anomaly review flagged possible bearing wear progression.
-28068,2024-04-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.18,False,Press cycle dwell time lengthened during high-volume batch.
-28069,2024-04-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.838,False,Pressure peak corresponds to oversized billet batch processing.
-28070,2024-04-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.122,False,Maintenance note logged for coupling imbalance inspection.
-28071,2024-04-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.154,True,Pressure settled back to nominal after valve reseat.
-28072,2024-04-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.778,False,Pressure peak corresponds to oversized billet batch processing.
-28073,2024-04-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.854,False,Coolant loop adjustment reduced chamber temperature spread.
-28074,2024-04-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.799,False,Temperature remained elevated during unscheduled overtime run.
-28075,2024-04-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.521,True,Pressure peak corresponds to oversized billet batch processing.
-28076,2024-04-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.352,False,Night shift startup produced higher than normal vibration floor.
-28077,2024-04-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.239,False,Temperature remained elevated during unscheduled overtime run.
-28078,2024-04-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.369,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28079,2024-04-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.355,True,Maintenance note logged for coupling imbalance inspection.
-28080,2024-04-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.112,False,Telemetry quality flag downgraded during sensor self-test window.
-28081,2024-04-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.778,False,Packaging line stop reduced adjacent vibration background.
-28082,2024-04-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.262,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28083,2024-04-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.257,True,Coolant loop adjustment reduced chamber temperature spread.
-28084,2024-04-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.266,False,Quality team requested trace review for lot 24-118B.
-28085,2024-04-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.287,False,Edge collector replayed buffered events after network recovery.
-28086,2024-04-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.397,False,Quality team requested trace review for lot 24-118B.
-28087,2024-04-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.848,True,Night shift startup produced higher than normal vibration floor.
-28088,2024-04-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.982,False,Temperature remained elevated during unscheduled overtime run.
-28089,2024-04-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Vibration baseline recovered after tool holder replacement.
-28090,2024-04-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.96,False,Bearing temperature rising faster than baseline on spindle cell.
-28091,2024-04-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.339,True,Machine idle period extended during planned sanitation window.
-28092,2024-04-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.837,False,Operator reported intermittent chatter on machine CNC-04.
-28093,2024-04-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.666,False,Transient outlier matched forklift impact near cabinet wall.
-28094,2024-04-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.04,False,Humidity readings track seasonal rise across late spring.
-28095,2024-04-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.244,True,Machine idle period extended during planned sanitation window.
-28096,2024-04-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.483,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28097,2024-04-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.931,False,Bearing temperature rising faster than baseline on spindle cell.
-28098,2024-04-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.132,False,Quality team requested trace review for lot 24-118B.
-28099,2024-04-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.929,True,Night shift startup produced higher than normal vibration floor.
-28100,2024-04-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.567,False,Unbalanced load introduced cyclical pressure ripple.
-28101,2024-04-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.158,False,Sensor enclosure opened for manual calibration verification.
-28102,2024-04-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.941,False,Operator reported intermittent chatter on machine CNC-04.
-28103,2024-04-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.106,True,Vibration baseline recovered after tool holder replacement.
-28104,2024-04-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.511,False,Bearing temperature rising faster than baseline on spindle cell.
-28105,2024-04-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.904,False,Humidity excursion near finishing booth during coating run.
-28106,2024-04-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.995,False,Sensor signal clipping observed during startup surge.
-28107,2024-04-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.206,True,Telemetry quality flag downgraded during sensor self-test window.
-28108,2024-04-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.921,False,Machine idle period extended during planned sanitation window.
-28109,2024-04-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.585,False,Maintenance crew confirmed lubrication interval was missed.
-28110,2024-04-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.111,False,Thermal ramp exceeded expected warmup curve before shift start.
-28111,2024-04-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.834,True,Vibration harmonics broadened during extended production run.
-28112,2024-04-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.259,False,Vibration baseline recovered after tool holder replacement.
-28113,2024-04-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.889,False,Packaging line stop reduced adjacent vibration background.
-28114,2024-04-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.537,False,Machine idle period extended during planned sanitation window.
-28115,2024-04-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.31,True,Quality hold reduced finishing booth activity for one shift.
-28116,2024-04-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.612,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28117,2024-04-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Sensor enclosure opened for manual calibration verification.
-28118,2024-04-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,53.557,False,Hydraulic line pressure oscillation detected under load.
-28119,2024-04-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.506,True,Machine throughput increase drove sustained pressure uplift.
-28120,2024-04-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.565,False,Vibration baseline recovered after tool holder replacement.
-28121,2024-04-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.586,False,Telemetry quality flag downgraded during sensor self-test window.
-28122,2024-04-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.868,False,Warning threshold updated for pilot predictive-maintenance model.
-28123,2024-04-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,6.775,True,Quality team requested trace review for lot 24-118B.
-28124,2024-04-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.196,False,Thermal overshoot event coincided with recipe change on furnace.
-28125,2024-04-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.296,False,Thermal overshoot event coincided with recipe change on furnace.
-28126,2024-04-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.415,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28127,2024-04-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.801,True,Humidity baseline improved after seal replacement.
-28128,2024-04-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.409,False,Calibration check overdue by 11 days for press-line transducer.
-28129,2024-04-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.724,False,Press cycle dwell time lengthened during high-volume batch.
-28130,2024-04-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.377,False,Transient outlier matched forklift impact near cabinet wall.
-28131,2024-04-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.557,True,Dust extraction fan offline for 18 minutes on line finishing.
-28132,2024-04-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.785,False,SCADA backfill inserted two delayed telemetry points.
-28133,2024-04-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.289,False,Quality hold reduced finishing booth activity for one shift.
-28134,2024-04-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.542,False,Sensor heartbeat delayed by one interval after gateway retry.
-28135,2024-04-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.586,True,Pressure peak corresponds to oversized billet batch processing.
-28136,2024-04-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.521,False,Humidity readings track seasonal rise across late spring.
-28137,2024-04-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.048,False,Edge collector replayed buffered events after network recovery.
-28138,2024-04-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.467,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28139,2024-04-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.551,True,Air handler maintenance reduced humidity variance on finishing line.
-28140,2024-04-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.547,False,Telemetry quality flag downgraded during sensor self-test window.
-28141,2024-04-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.389,False,Operator reset acknowledged after red-tag inspection.
-28142,2024-04-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.328,False,Operator reported intermittent chatter on machine CNC-04.
-28143,2024-04-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.039,True,Coolant loop adjustment reduced chamber temperature spread.
-28144,2024-04-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.251,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28145,2024-04-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.063,False,Quality team requested trace review for lot 24-118B.
-28146,2024-04-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.545,False,Anomaly review flagged possible bearing wear progression.
-28147,2024-04-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.372,True,Shift handoff note referenced unusual noise near press enclosure.
-28148,2024-04-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.851,False,Transient outlier matched forklift impact near cabinet wall.
-28149,2024-04-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.66,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28150,2024-04-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.852,False,Press cycle dwell time lengthened during high-volume batch.
-28151,2024-04-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.386,True,Packaging line stop reduced adjacent vibration background.
-28152,2024-04-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.858,False,Maintenance crew confirmed lubrication interval was missed.
-28153,2024-04-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.097,False,Dust extraction fan offline for 18 minutes on line finishing.
-28154,2024-04-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.332,False,Telemetry quality flag downgraded during sensor self-test window.
-28155,2024-04-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.705,True,Heat-treat furnace door cycling increased localized temperature spikes.
-28156,2024-04-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.487,False,Pressure settled back to nominal after valve reseat.
-28157,2024-04-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.418,False,Edge collector replayed buffered events after network recovery.
-28158,2024-04-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.518,False,Transient outlier matched forklift impact near cabinet wall.
-28159,2024-04-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.715,True,Temporary gateway failover completed without data loss.
-28160,2024-04-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.538,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28161,2024-04-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.199,False,Unbalanced load introduced cyclical pressure ripple.
-28162,2024-04-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.113,False,Quality hold reduced finishing booth activity for one shift.
-28163,2024-04-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.297,True,Quality hold reduced finishing booth activity for one shift.
-28164,2024-04-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.273,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28165,2024-04-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.704,False,Quality team requested trace review for lot 24-118B.
-28166,2024-04-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.348,False,Dust extraction fan offline for 18 minutes on line finishing.
-28167,2024-04-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.191,True,Reliability engineer tagged sample window for model retraining.
-28168,2024-04-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.006,False,Night shift startup produced higher than normal vibration floor.
-28169,2024-04-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Pressure peak corresponds to oversized billet batch processing.
-28170,2024-04-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.3,False,Reliability engineer tagged sample window for model retraining.
-28171,2024-04-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,5.829,True,Maintenance crew confirmed lubrication interval was missed.
-28172,2024-04-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.665,False,Temporary gateway failover completed without data loss.
-28173,2024-04-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.709,False,Temperature remained elevated during unscheduled overtime run.
-28174,2024-04-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.069,False,Shift handoff note referenced unusual noise near press enclosure.
-28175,2024-04-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.21,True,Sensor 3 drift suspected after cross-check with manual gauge.
-28176,2024-04-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.058,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28177,2024-04-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.482,False,Temperature remained elevated during unscheduled overtime run.
-28178,2024-04-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.519,False,Humidity climbed during dock-door open period in afternoon shift.
-28179,2024-04-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.902,True,Condensation warning cleared after dehumidifier ramp-up.
-28180,2024-04-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.602,False,Pressure settled back to nominal after valve reseat.
-28181,2024-04-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.122,False,Humidity excursion near finishing booth during coating run.
-28182,2024-04-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.706,False,Humidity baseline improved after seal replacement.
-28183,2024-04-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.783,True,Humidity climbed during dock-door open period in afternoon shift.
-28184,2024-04-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.73,False,Operator reset acknowledged after red-tag inspection.
-28185,2024-04-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.251,False,Transient outlier matched forklift impact near cabinet wall.
-28186,2024-04-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.651,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28187,2024-04-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.329,True,Quality team requested trace review for lot 24-118B.
-28188,2024-04-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.294,False,Pressure settled back to nominal after valve reseat.
-28189,2024-04-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.895,False,Machine idle period extended during planned sanitation window.
-28190,2024-04-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.974,False,Humidity climbed during dock-door open period in afternoon shift.
-28191,2024-04-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.607,True,Thermal overshoot event coincided with recipe change on furnace.
-28192,2024-04-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.148,False,Machine throughput increase drove sustained pressure uplift.
-28193,2024-04-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.608,False,Hydraulic line pressure oscillation detected under load.
-28194,2024-04-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.268,False,Vibration harmonics broadened during extended production run.
-28195,2024-04-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.752,True,Humidity climbed during dock-door open period in afternoon shift.
-28196,2024-04-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.814,False,Sensor heartbeat delayed by one interval after gateway retry.
-28197,2024-04-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.785,False,Sensor enclosure opened for manual calibration verification.
-28198,2024-04-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.935,False,Pressure line purge completed before restart authorization.
-28199,2024-04-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.748,True,Pressure peak corresponds to oversized billet batch processing.
-28200,2024-04-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.365,False,Temperature variance narrowed after coolant nozzle cleaning.
-28201,2024-04-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.861,False,Maintenance crew confirmed lubrication interval was missed.
-28202,2024-04-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.197,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28203,2024-04-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.899,True,Humidity climbed during dock-door open period in afternoon shift.
-28204,2024-04-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.519,False,Sensor signal clipping observed during startup surge.
-28205,2024-04-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.578,False,Sensor battery health remains nominal after firmware update.
-28206,2024-04-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.406,False,SCADA backfill inserted two delayed telemetry points.
-28207,2024-04-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.912,True,Ambient temperature stabilized after HVAC stage-two engagement.
-28208,2024-04-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.055,False,Sensor signal clipping observed during startup surge.
-28209,2024-04-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.57,False,Sensor battery health remains nominal after firmware update.
-28210,2024-04-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.593,False,Short-lived packet loss observed at edge gateway gw-02.
-28211,2024-04-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.529,True,Condensation warning cleared after dehumidifier ramp-up.
-28212,2024-04-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.614,False,Maintenance crew confirmed lubrication interval was missed.
-28213,2024-04-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.034,False,SCADA backfill inserted two delayed telemetry points.
-28214,2024-04-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.727,False,Vibration harmonics broadened during extended production run.
-28215,2024-04-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.182,True,Sensor heartbeat delayed by one interval after gateway retry.
-28216,2024-04-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.611,False,Packaging line stop reduced adjacent vibration background.
-28217,2024-04-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.756,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28218,2024-04-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.689,False,Vibration baseline recovered after tool holder replacement.
-28219,2024-04-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.136,True,Thermal overshoot event coincided with recipe change on furnace.
-28220,2024-04-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.345,False,Pressure line purge completed before restart authorization.
-28221,2024-04-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.921,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28222,2024-04-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.523,False,Maintenance scheduler deferred calibration due to spare shortage.
-28223,2024-04-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.284,True,Vibration harmonics broadened during extended production run.
-28224,2024-04-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.622,False,Bearing temperature rising faster than baseline on spindle cell.
-28225,2024-04-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.702,False,Sensor heartbeat delayed by one interval after gateway retry.
-28226,2024-04-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.26,False,Humidity baseline improved after seal replacement.
-28227,2024-04-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.71,True,Supervisory alert generated after three consecutive threshold breaches.
-28228,2024-04-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.255,False,Humidity climbed during dock-door open period in afternoon shift.
-28229,2024-04-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.374,False,Anomaly review flagged possible bearing wear progression.
-28230,2024-04-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.075,False,Pressure peak corresponds to oversized billet batch processing.
-28231,2024-04-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.94,True,Vibration baseline recovered after tool holder replacement.
-28232,2024-04-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.353,False,Humidity readings track seasonal rise across late spring.
-28233,2024-04-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Maintenance note logged for coupling imbalance inspection.
-28234,2024-04-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.96,False,Telemetry quality flag downgraded during sensor self-test window.
-28235,2024-04-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.848,True,Quality team requested trace review for lot 24-118B.
-28236,2024-04-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.297,False,Night shift startup produced higher than normal vibration floor.
-28237,2024-04-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Machine idle period extended during planned sanitation window.
-28238,2024-04-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.251,False,Quality hold reduced finishing booth activity for one shift.
-28239,2024-04-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.383,True,Edge collector replayed buffered events after network recovery.
-28240,2024-04-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.261,False,Edge collector replayed buffered events after network recovery.
-28241,2024-04-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.254,False,Humidity baseline improved after seal replacement.
-28242,2024-04-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.831,False,Condensation warning cleared after dehumidifier ramp-up.
-28243,2024-04-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.501,True,Calibration check overdue by 11 days for press-line transducer.
-28244,2024-04-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.738,False,Maintenance scheduler deferred calibration due to spare shortage.
-28245,2024-04-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.082,False,Unbalanced load introduced cyclical pressure ripple.
-28246,2024-04-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.079,False,Unbalanced load introduced cyclical pressure ripple.
-28247,2024-04-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.968,True,Maintenance scheduler deferred calibration due to spare shortage.
-28248,2024-04-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.099,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28249,2024-04-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.065,False,Sensor battery health remains nominal after firmware update.
-28250,2024-04-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.248,False,Condensation warning cleared after dehumidifier ramp-up.
-28251,2024-04-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.141,True,Warning threshold updated for pilot predictive-maintenance model.
-28252,2024-04-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.268,False,Calibration check overdue by 11 days for press-line transducer.
-28253,2024-04-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.235,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28254,2024-04-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.469,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28255,2024-04-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.466,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28256,2024-04-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.348,False,Condensation warning cleared after dehumidifier ramp-up.
-28257,2024-04-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.453,False,Temperature variance narrowed after coolant nozzle cleaning.
-28258,2024-04-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.948,False,Machine idle period extended during planned sanitation window.
-28259,2024-04-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.044,True,Operator reported intermittent chatter on machine CNC-04.
-28260,2024-04-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.404,False,Quality team requested trace review for lot 24-118B.
-28261,2024-04-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.127,False,Thermal overshoot event coincided with recipe change on furnace.
-28262,2024-04-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.572,False,Air handler maintenance reduced humidity variance on finishing line.
-28263,2024-04-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.187,True,Humidity readings track seasonal rise across late spring.
-28264,2024-04-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.604,False,Thermal ramp exceeded expected warmup curve before shift start.
-28265,2024-04-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.731,False,Press cycle dwell time lengthened during high-volume batch.
-28266,2024-04-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.151,False,Humidity readings track seasonal rise across late spring.
-28267,2024-04-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.944,True,Dust extraction fan offline for 18 minutes on line finishing.
-28268,2024-04-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.716,False,Supervisory alert generated after three consecutive threshold breaches.
-28269,2024-04-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.501,False,Vibration burst exceeds envelope during tool change cycle.
-28270,2024-04-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.955,False,Humidity climbed during dock-door open period in afternoon shift.
-28271,2024-04-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.694,True,Quality team requested trace review for lot 24-118B.
-28272,2024-04-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.103,False,Operator reported intermittent chatter on machine CNC-04.
-28273,2024-04-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.199,False,Condensation warning cleared after dehumidifier ramp-up.
-28274,2024-04-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.614,False,Humidity baseline improved after seal replacement.
-28275,2024-04-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.891,True,Air handler maintenance reduced humidity variance on finishing line.
-28276,2024-04-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.578,False,Hydraulic line pressure oscillation detected under load.
-28277,2024-04-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.094,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28278,2024-04-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.733,False,Reliability engineer tagged sample window for model retraining.
-28279,2024-04-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.403,True,Air handler maintenance reduced humidity variance on finishing line.
-28280,2024-04-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.215,False,Operator reported intermittent chatter on machine CNC-04.
-28281,2024-04-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Operator reset acknowledged after red-tag inspection.
-28282,2024-04-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.946,False,Anomaly review flagged possible bearing wear progression.
-28283,2024-04-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.25,True,Operator reset acknowledged after red-tag inspection.
-28284,2024-04-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.557,False,Hydraulic line pressure oscillation detected under load.
-28285,2024-04-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.717,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28286,2024-04-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.744,False,Bearing temperature rising faster than baseline on spindle cell.
-28287,2024-04-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.382,True,Hydraulic line pressure oscillation detected under load.
-28288,2024-04-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.559,False,Machine idle period extended during planned sanitation window.
-28289,2024-04-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.011,False,Machine idle period extended during planned sanitation window.
-28290,2024-04-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.132,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28291,2024-04-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.833,True,Edge collector replayed buffered events after network recovery.
-28292,2024-04-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.243,False,Humidity excursion near finishing booth during coating run.
-28293,2024-04-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Humidity climbed during dock-door open period in afternoon shift.
-28294,2024-04-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.704,False,Night shift startup produced higher than normal vibration floor.
-28295,2024-04-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.903,True,Machine idle period extended during planned sanitation window.
-28296,2024-04-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.173,False,Unbalanced load introduced cyclical pressure ripple.
-28297,2024-04-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.137,False,Telemetry quality flag downgraded during sensor self-test window.
-28298,2024-04-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.238,False,Packaging line stop reduced adjacent vibration background.
-28299,2024-04-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.315,True,Coolant loop adjustment reduced chamber temperature spread.
-28300,2024-04-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.934,False,Air handler maintenance reduced humidity variance on finishing line.
-28301,2024-04-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.346,False,Press cycle dwell time lengthened during high-volume batch.
-28302,2024-04-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.96,False,Vibration burst exceeds envelope during tool change cycle.
-28303,2024-04-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.237,True,Sensor heartbeat delayed by one interval after gateway retry.
-28304,2024-04-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.273,False,Hydraulic line pressure oscillation detected under load.
-28305,2024-04-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.065,False,Humidity climbed during dock-door open period in afternoon shift.
-28306,2024-04-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.207,False,Maintenance crew confirmed lubrication interval was missed.
-28307,2024-04-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.689,True,Supervisory alert generated after three consecutive threshold breaches.
-28308,2024-04-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.473,False,Telemetry quality flag downgraded during sensor self-test window.
-28309,2024-04-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.23,False,Supervisory alert generated after three consecutive threshold breaches.
-28310,2024-04-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.0,False,Operator reported intermittent chatter on machine CNC-04.
-28311,2024-04-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.668,True,Condensation warning cleared after dehumidifier ramp-up.
-28312,2024-04-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.536,False,Short-lived packet loss observed at edge gateway gw-02.
-28313,2024-04-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Press cycle dwell time lengthened during high-volume batch.
-28314,2024-04-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.136,False,Temperature variance narrowed after coolant nozzle cleaning.
-28315,2024-04-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.96,True,Hydraulic line pressure oscillation detected under load.
-28316,2024-04-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.92,False,Shift handoff note referenced unusual noise near press enclosure.
-28317,2024-04-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.554,False,Vibration baseline recovered after tool holder replacement.
-28318,2024-04-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.854,False,Humidity climbed during dock-door open period in afternoon shift.
-28319,2024-04-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.454,True,Quality hold reduced finishing booth activity for one shift.
-28320,2024-04-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.101,False,Maintenance crew confirmed lubrication interval was missed.
-28321,2024-04-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.687,False,SCADA backfill inserted two delayed telemetry points.
-28322,2024-04-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.224,False,Transient outlier matched forklift impact near cabinet wall.
-28323,2024-04-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.522,True,Short-lived packet loss observed at edge gateway gw-02.
-28324,2024-04-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.25,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28325,2024-04-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.352,False,Quality team requested trace review for lot 24-118B.
-28326,2024-04-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.531,False,Coolant loop adjustment reduced chamber temperature spread.
-28327,2024-04-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.759,True,Humidity excursion near finishing booth during coating run.
-28328,2024-04-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.136,False,Bearing temperature rising faster than baseline on spindle cell.
-28329,2024-04-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.438,False,Sensor battery health remains nominal after firmware update.
-28330,2024-04-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.545,False,Night shift startup produced higher than normal vibration floor.
-28331,2024-04-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.565,True,SCADA backfill inserted two delayed telemetry points.
-28332,2024-04-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.38,False,Temperature remained elevated during unscheduled overtime run.
-28333,2024-04-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.536,False,Bearing temperature rising faster than baseline on spindle cell.
-28334,2024-04-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.354,False,Hydraulic line pressure oscillation detected under load.
-28335,2024-04-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.68,True,Humidity climbed during dock-door open period in afternoon shift.
-28336,2024-04-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.675,False,Coolant loop adjustment reduced chamber temperature spread.
-28337,2024-04-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.938,False,Maintenance crew confirmed lubrication interval was missed.
-28338,2024-04-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.551,False,Thermal ramp exceeded expected warmup curve before shift start.
-28339,2024-04-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.494,True,Operator reset acknowledged after red-tag inspection.
-28340,2024-04-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.387,False,Humidity baseline improved after seal replacement.
-28341,2024-04-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.424,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28342,2024-04-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.894,False,Sensor heartbeat delayed by one interval after gateway retry.
-28343,2024-04-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.064,True,Dust extraction fan offline for 18 minutes on line finishing.
-28344,2024-04-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.502,False,Night shift startup produced higher than normal vibration floor.
-28345,2024-04-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.828,False,Calibration check overdue by 11 days for press-line transducer.
-28346,2024-04-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.849,False,Maintenance scheduler deferred calibration due to spare shortage.
-28347,2024-04-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.125,True,Machine idle period extended during planned sanitation window.
-28348,2024-04-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.973,False,Humidity climbed during dock-door open period in afternoon shift.
-28349,2024-04-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28350,2024-04-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.298,False,Thermal ramp exceeded expected warmup curve before shift start.
-28351,2024-04-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.343,True,Press cycle dwell time lengthened during high-volume batch.
-28352,2024-04-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.741,False,Humidity readings track seasonal rise across late spring.
-28353,2024-04-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.358,False,Dust extraction fan offline for 18 minutes on line finishing.
-28354,2024-04-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.712,False,Temperature remained elevated during unscheduled overtime run.
-28355,2024-04-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.77,True,Anomaly review flagged possible bearing wear progression.
-28356,2024-04-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.756,False,Bearing temperature rising faster than baseline on spindle cell.
-28357,2024-04-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.778,False,Air handler maintenance reduced humidity variance on finishing line.
-28358,2024-04-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.485,False,Sensor signal clipping observed during startup surge.
-28359,2024-04-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.663,True,Coolant loop adjustment reduced chamber temperature spread.
-28360,2024-04-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.632,False,Vibration burst exceeds envelope during tool change cycle.
-28361,2024-04-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Operator reset acknowledged after red-tag inspection.
-28362,2024-04-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.295,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28363,2024-04-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.99,True,Anomaly review flagged possible bearing wear progression.
-28364,2024-04-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.076,False,Thermal overshoot event coincided with recipe change on furnace.
-28365,2024-04-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.959,False,Dust extraction fan offline for 18 minutes on line finishing.
-28366,2024-04-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.286,False,Humidity readings track seasonal rise across late spring.
-28367,2024-04-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.885,True,Machine idle period extended during planned sanitation window.
-28368,2024-04-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.9,False,Air handler maintenance reduced humidity variance on finishing line.
-28369,2024-04-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Sensor heartbeat delayed by one interval after gateway retry.
-28370,2024-04-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.546,False,Short-lived packet loss observed at edge gateway gw-02.
-28371,2024-04-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.231,True,Sensor battery health remains nominal after firmware update.
-28372,2024-04-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.552,False,Humidity excursion near finishing booth during coating run.
-28373,2024-04-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.23,False,SCADA backfill inserted two delayed telemetry points.
-28374,2024-04-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,81.016,False,Vibration harmonics broadened during extended production run.
-28375,2024-04-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.621,True,Packaging line stop reduced adjacent vibration background.
-28376,2024-04-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.086,False,Humidity readings track seasonal rise across late spring.
-28377,2024-04-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Coolant loop adjustment reduced chamber temperature spread.
-28378,2024-04-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.429,False,Operator reset acknowledged after red-tag inspection.
-28379,2024-04-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.877,True,Humidity climbed during dock-door open period in afternoon shift.
-28380,2024-04-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.222,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28381,2024-04-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.1,False,Maintenance crew confirmed lubrication interval was missed.
-28382,2024-04-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.37,False,Hydraulic line pressure oscillation detected under load.
-28383,2024-04-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.517,True,Vibration harmonics broadened during extended production run.
-28384,2024-04-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.904,False,Condensation warning cleared after dehumidifier ramp-up.
-28385,2024-04-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.465,False,Vibration baseline recovered after tool holder replacement.
-28386,2024-04-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.53,False,Quality hold reduced finishing booth activity for one shift.
-28387,2024-04-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.741,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-28388,2024-04-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.125,False,Dust extraction fan offline for 18 minutes on line finishing.
-28389,2024-04-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Humidity excursion near finishing booth during coating run.
-28390,2024-04-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.584,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28391,2024-04-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.4,True,Unbalanced load introduced cyclical pressure ripple.
-28392,2024-04-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.719,False,SCADA backfill inserted two delayed telemetry points.
-28393,2024-04-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.347,False,Dust extraction fan offline for 18 minutes on line finishing.
-28394,2024-04-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.413,False,Machine throughput increase drove sustained pressure uplift.
-28395,2024-04-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.746,True,Warning threshold updated for pilot predictive-maintenance model.
-28396,2024-04-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.998,False,Bearing temperature rising faster than baseline on spindle cell.
-28397,2024-04-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.686,False,Vibration harmonics broadened during extended production run.
-28398,2024-04-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.165,False,SCADA backfill inserted two delayed telemetry points.
-28399,2024-04-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.655,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-28400,2024-04-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.848,False,Warning threshold updated for pilot predictive-maintenance model.
-28401,2024-04-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28402,2024-04-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.756,False,Temperature remained elevated during unscheduled overtime run.
-28403,2024-04-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.257,True,Press cycle dwell time lengthened during high-volume batch.
-28404,2024-04-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.213,False,Vibration harmonics broadened during extended production run.
-28405,2024-04-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.263,False,Press cycle dwell time lengthened during high-volume batch.
-28406,2024-04-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.061,False,Air handler maintenance reduced humidity variance on finishing line.
-28407,2024-04-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.343,True,Temperature variance narrowed after coolant nozzle cleaning.
-28408,2024-04-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.85,False,Operator reported intermittent chatter on machine CNC-04.
-28409,2024-04-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.784,False,Bearing temperature rising faster than baseline on spindle cell.
-28410,2024-04-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.32,False,Sensor enclosure opened for manual calibration verification.
-28411,2024-04-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.034,True,Sensor 3 drift suspected after cross-check with manual gauge.
-28412,2024-04-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.992,False,Pressure line purge completed before restart authorization.
-28413,2024-04-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.992,False,Humidity readings track seasonal rise across late spring.
-28414,2024-04-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.191,False,Calibration check overdue by 11 days for press-line transducer.
-28415,2024-04-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.631,True,Vibration harmonics broadened during extended production run.
-28416,2024-04-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.777,False,Supervisory alert generated after three consecutive threshold breaches.
-28417,2024-04-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Humidity excursion near finishing booth during coating run.
-28418,2024-04-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.364,False,Vibration burst exceeds envelope during tool change cycle.
-28419,2024-04-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.127,True,Quality hold reduced finishing booth activity for one shift.
-28420,2024-04-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.684,False,Maintenance scheduler deferred calibration due to spare shortage.
-28421,2024-04-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Temporary gateway failover completed without data loss.
-28422,2024-04-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.802,False,Edge collector replayed buffered events after network recovery.
-28423,2024-04-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.263,True,Thermal ramp exceeded expected warmup curve before shift start.
-28424,2024-04-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.899,False,Temporary gateway failover completed without data loss.
-28425,2024-04-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Vibration burst exceeds envelope during tool change cycle.
-28426,2024-04-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.704,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28427,2024-04-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.981,True,Sensor heartbeat delayed by one interval after gateway retry.
-28428,2024-04-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.284,False,Reliability engineer tagged sample window for model retraining.
-28429,2024-04-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.014,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28430,2024-04-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.646,False,Humidity baseline improved after seal replacement.
-28431,2024-04-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.722,True,Humidity baseline improved after seal replacement.
-28432,2024-04-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.628,False,SCADA backfill inserted two delayed telemetry points.
-28433,2024-04-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Humidity climbed during dock-door open period in afternoon shift.
-28434,2024-04-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.783,False,Humidity baseline improved after seal replacement.
-28435,2024-04-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.409,True,Anomaly review flagged possible bearing wear progression.
-28436,2024-04-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.581,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28437,2024-04-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.703,False,Bearing temperature rising faster than baseline on spindle cell.
-28438,2024-04-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.982,False,Dust extraction fan offline for 18 minutes on line finishing.
-28439,2024-04-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.775,True,Anomaly review flagged possible bearing wear progression.
-28440,2024-04-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.463,False,Telemetry quality flag downgraded during sensor self-test window.
-28441,2024-04-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.76,False,Air handler maintenance reduced humidity variance on finishing line.
-28442,2024-04-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.323,False,Edge collector replayed buffered events after network recovery.
-28443,2024-04-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.137,True,Condensation warning cleared after dehumidifier ramp-up.
-28444,2024-04-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.11,False,Reliability engineer tagged sample window for model retraining.
-28445,2024-04-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.23,False,Maintenance scheduler deferred calibration due to spare shortage.
-28446,2024-04-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.351,False,Edge collector replayed buffered events after network recovery.
-28447,2024-04-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.171,True,Supervisory alert generated after three consecutive threshold breaches.
-28448,2024-04-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.858,False,Bearing temperature rising faster than baseline on spindle cell.
-28449,2024-04-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.854,False,Thermal overshoot event coincided with recipe change on furnace.
-28450,2024-04-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.407,False,Telemetry quality flag downgraded during sensor self-test window.
-28451,2024-04-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.229,True,Operator reset acknowledged after red-tag inspection.
-28452,2024-04-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.996,False,Supervisory alert generated after three consecutive threshold breaches.
-28453,2024-04-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Hydraulic line pressure oscillation detected under load.
-28454,2024-04-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.953,False,Humidity excursion near finishing booth during coating run.
-28455,2024-04-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.125,True,Short-lived packet loss observed at edge gateway gw-02.
-28456,2024-04-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.699,False,Sensor battery health remains nominal after firmware update.
-28457,2024-04-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.81,False,Sensor enclosure opened for manual calibration verification.
-28458,2024-04-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.962,False,Calibration check overdue by 11 days for press-line transducer.
-28459,2024-04-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.63,True,Reliability engineer tagged sample window for model retraining.
-28460,2024-04-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.515,False,Night shift startup produced higher than normal vibration floor.
-28461,2024-04-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.521,False,Maintenance note logged for coupling imbalance inspection.
-28462,2024-04-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.204,False,Coolant loop adjustment reduced chamber temperature spread.
-28463,2024-04-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.082,True,Vibration burst exceeds envelope during tool change cycle.
-28464,2024-04-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.973,False,Humidity baseline improved after seal replacement.
-28465,2024-04-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.359,False,Humidity readings track seasonal rise across late spring.
-28466,2024-04-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.989,False,Pressure line purge completed before restart authorization.
-28467,2024-04-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.086,True,Shift handoff note referenced unusual noise near press enclosure.
-28468,2024-04-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.139,False,Shift handoff note referenced unusual noise near press enclosure.
-28469,2024-04-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.157,False,Press cycle dwell time lengthened during high-volume batch.
-28470,2024-04-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.923,False,Humidity excursion near finishing booth during coating run.
-28471,2024-04-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.99,True,Press cycle dwell time lengthened during high-volume batch.
-28472,2024-04-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.546,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28473,2024-04-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.351,False,Maintenance crew confirmed lubrication interval was missed.
-28474,2024-04-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.072,False,Pressure settled back to nominal after valve reseat.
-28475,2024-04-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.421,True,Pressure peak corresponds to oversized billet batch processing.
-28476,2024-04-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.193,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28477,2024-04-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.613,False,Humidity baseline improved after seal replacement.
-28478,2024-04-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.755,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28479,2024-04-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.52,True,Hydraulic line pressure oscillation detected under load.
-28480,2024-04-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.966,False,Vibration burst exceeds envelope during tool change cycle.
-28481,2024-04-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.262,False,Sensor battery health remains nominal after firmware update.
-28482,2024-04-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.168,False,Telemetry quality flag downgraded during sensor self-test window.
-28483,2024-04-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.914,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-28484,2024-04-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.627,False,Sensor battery health remains nominal after firmware update.
-28485,2024-04-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.563,False,Vibration harmonics broadened during extended production run.
-28486,2024-04-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.117,False,Vibration baseline recovered after tool holder replacement.
-28487,2024-04-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.94,True,Press cycle dwell time lengthened during high-volume batch.
-28488,2024-04-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.208,False,Temperature variance narrowed after coolant nozzle cleaning.
-28489,2024-04-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.489,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28490,2024-04-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.499,False,Transient outlier matched forklift impact near cabinet wall.
-28491,2024-04-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.862,True,Operator reset acknowledged after red-tag inspection.
-28492,2024-04-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.835,False,Maintenance note logged for coupling imbalance inspection.
-28493,2024-04-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.539,False,Hydraulic line pressure oscillation detected under load.
-28494,2024-04-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.961,False,Sensor battery health remains nominal after firmware update.
-28495,2024-04-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.319,True,Quality team requested trace review for lot 24-118B.
-28496,2024-04-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.604,False,Sensor heartbeat delayed by one interval after gateway retry.
-28497,2024-04-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.823,False,Maintenance scheduler deferred calibration due to spare shortage.
-28498,2024-04-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.682,False,Edge collector replayed buffered events after network recovery.
-28499,2024-04-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.49,True,Condensation warning cleared after dehumidifier ramp-up.
-28500,2024-04-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.629,False,Sensor battery health remains nominal after firmware update.
-28501,2024-04-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.681,False,Telemetry quality flag downgraded during sensor self-test window.
-28502,2024-04-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.63,False,Sensor battery health remains nominal after firmware update.
-28503,2024-04-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.784,True,Compressed air fluctuation introduced pressure noise for two cycles.
-28504,2024-04-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.85,False,Temperature remained elevated during unscheduled overtime run.
-28505,2024-04-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.217,False,Pressure settled back to nominal after valve reseat.
-28506,2024-04-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.465,False,Reliability engineer tagged sample window for model retraining.
-28507,2024-04-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.778,True,Anomaly review flagged possible bearing wear progression.
-28508,2024-04-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.664,False,Operator reset acknowledged after red-tag inspection.
-28509,2024-04-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.049,False,Warning threshold updated for pilot predictive-maintenance model.
-28510,2024-04-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.898,False,Packaging line stop reduced adjacent vibration background.
-28511,2024-04-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.984,True,Edge collector replayed buffered events after network recovery.
-28512,2024-04-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.512,False,Quality team requested trace review for lot 24-118B.
-28513,2024-04-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.682,False,Temporary gateway failover completed without data loss.
-28514,2024-04-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.938,False,Temporary gateway failover completed without data loss.
-28515,2024-04-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.706,True,Temperature remained elevated during unscheduled overtime run.
-28516,2024-04-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.542,False,Maintenance scheduler deferred calibration due to spare shortage.
-28517,2024-04-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.737,False,Unbalanced load introduced cyclical pressure ripple.
-28518,2024-04-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.775,False,Unbalanced load introduced cyclical pressure ripple.
-28519,2024-04-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.939,True,Air handler maintenance reduced humidity variance on finishing line.
-28520,2024-04-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.85,False,Pressure line purge completed before restart authorization.
-28521,2024-04-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.774,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28522,2024-04-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.622,False,Temperature variance narrowed after coolant nozzle cleaning.
-28523,2024-04-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.792,True,Heat-treat furnace door cycling increased localized temperature spikes.
-28524,2024-04-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.779,False,Shift handoff note referenced unusual noise near press enclosure.
-28525,2024-04-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.806,False,Humidity climbed during dock-door open period in afternoon shift.
-28526,2024-04-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.586,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28527,2024-04-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.447,True,Sensor battery health remains nominal after firmware update.
-28528,2024-04-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.771,False,Quality team requested trace review for lot 24-118B.
-28529,2024-04-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.156,False,Transient outlier matched forklift impact near cabinet wall.
-28530,2024-04-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.868,False,Humidity climbed during dock-door open period in afternoon shift.
-28531,2024-04-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.992,True,Sensor battery health remains nominal after firmware update.
-28532,2024-04-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.128,False,Temporary gateway failover completed without data loss.
-28533,2024-04-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.972,False,Condensation warning cleared after dehumidifier ramp-up.
-28534,2024-04-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.409,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28535,2024-04-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.383,True,Hydraulic line pressure oscillation detected under load.
-28536,2024-04-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.079,False,Humidity readings track seasonal rise across late spring.
-28537,2024-04-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.738,False,Vibration harmonics broadened during extended production run.
-28538,2024-04-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.089,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28539,2024-04-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.871,True,Humidity readings track seasonal rise across late spring.
-28540,2024-04-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.963,False,Reliability engineer tagged sample window for model retraining.
-28541,2024-04-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.502,False,Maintenance note logged for coupling imbalance inspection.
-28542,2024-04-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.69,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28543,2024-04-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.25,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-28544,2024-04-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.557,False,Edge collector replayed buffered events after network recovery.
-28545,2024-04-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Quality hold reduced finishing booth activity for one shift.
-28546,2024-04-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.568,False,Bearing temperature rising faster than baseline on spindle cell.
-28547,2024-04-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.727,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-28548,2024-04-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.912,False,Sensor signal clipping observed during startup surge.
-28549,2024-04-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28550,2024-04-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.904,False,Operator reset acknowledged after red-tag inspection.
-28551,2024-04-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.449,True,Temperature remained elevated during unscheduled overtime run.
-28552,2024-04-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.408,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28553,2024-04-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.571,False,Press cycle dwell time lengthened during high-volume batch.
-28554,2024-04-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.181,False,Vibration baseline recovered after tool holder replacement.
-28555,2024-04-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.95,True,Packaging line stop reduced adjacent vibration background.
-28556,2024-04-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.022,False,Press cycle dwell time lengthened during high-volume batch.
-28557,2024-04-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.555,False,Maintenance scheduler deferred calibration due to spare shortage.
-28558,2024-04-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.684,False,Short-lived packet loss observed at edge gateway gw-02.
-28559,2024-04-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.494,True,Ambient temperature stabilized after HVAC stage-two engagement.
-28560,2024-04-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.739,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28561,2024-04-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.967,False,Temporary gateway failover completed without data loss.
-28562,2024-04-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.323,False,Warning threshold updated for pilot predictive-maintenance model.
-28563,2024-04-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.502,True,Sensor 3 drift suspected after cross-check with manual gauge.
-28564,2024-04-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.131,False,Sensor signal clipping observed during startup surge.
-28565,2024-04-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.506,False,Reliability engineer tagged sample window for model retraining.
-28566,2024-04-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.301,False,Thermal overshoot event coincided with recipe change on furnace.
-28567,2024-04-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.128,True,Humidity excursion near finishing booth during coating run.
-28568,2024-04-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.229,False,Temporary gateway failover completed without data loss.
-28569,2024-04-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.472,False,Operator reset acknowledged after red-tag inspection.
-28570,2024-04-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.638,False,Humidity readings track seasonal rise across late spring.
-28571,2024-04-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.586,True,Reliability engineer tagged sample window for model retraining.
-28572,2024-04-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.587,False,Temperature variance narrowed after coolant nozzle cleaning.
-28573,2024-04-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.661,False,Maintenance scheduler deferred calibration due to spare shortage.
-28574,2024-04-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.086,False,Packaging line stop reduced adjacent vibration background.
-28575,2024-04-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.562,True,Pressure line purge completed before restart authorization.
-28576,2024-04-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.566,False,Shift handoff note referenced unusual noise near press enclosure.
-28577,2024-04-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.183,False,Press cycle dwell time lengthened during high-volume batch.
-28578,2024-04-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.566,False,Reliability engineer tagged sample window for model retraining.
-28579,2024-04-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.843,True,Pressure peak corresponds to oversized billet batch processing.
-28580,2024-04-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.691,False,Maintenance note logged for coupling imbalance inspection.
-28581,2024-04-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Sensor enclosure opened for manual calibration verification.
-28582,2024-04-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.852,False,Short-lived packet loss observed at edge gateway gw-02.
-28583,2024-04-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.066,True,Machine idle period extended during planned sanitation window.
-28584,2024-04-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.897,False,Humidity baseline improved after seal replacement.
-28585,2024-04-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Press cycle dwell time lengthened during high-volume batch.
-28586,2024-04-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.154,False,Maintenance note logged for coupling imbalance inspection.
-28587,2024-04-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.995,True,Hydraulic line pressure oscillation detected under load.
-28588,2024-04-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.445,False,Short-lived packet loss observed at edge gateway gw-02.
-28589,2024-04-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.925,False,Temperature remained elevated during unscheduled overtime run.
-28590,2024-04-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.987,False,Air handler maintenance reduced humidity variance on finishing line.
-28591,2024-04-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.534,True,Vibration burst exceeds envelope during tool change cycle.
-28592,2024-04-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.562,False,Anomaly review flagged possible bearing wear progression.
-28593,2024-04-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.076,False,Sensor signal clipping observed during startup surge.
-28594,2024-04-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.911,False,Night shift startup produced higher than normal vibration floor.
-28595,2024-04-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.205,True,Night shift startup produced higher than normal vibration floor.
-28596,2024-04-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.911,False,Thermal overshoot event coincided with recipe change on furnace.
-28597,2024-04-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Hydraulic line pressure oscillation detected under load.
-28598,2024-04-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.766,False,Pressure settled back to nominal after valve reseat.
-28599,2024-04-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.423,True,Condensation warning cleared after dehumidifier ramp-up.
-28600,2024-04-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.769,False,Warning threshold updated for pilot predictive-maintenance model.
-28601,2024-04-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.097,False,Operator reported intermittent chatter on machine CNC-04.
-28602,2024-04-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.287,False,Maintenance note logged for coupling imbalance inspection.
-28603,2024-04-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.494,True,Humidity readings track seasonal rise across late spring.
-28604,2024-04-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.494,False,Maintenance note logged for coupling imbalance inspection.
-28605,2024-04-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.357,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28606,2024-04-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.908,False,Night shift startup produced higher than normal vibration floor.
-28607,2024-04-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.091,True,Sensor 3 drift suspected after cross-check with manual gauge.
-28608,2024-04-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.236,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28609,2024-04-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.417,False,Night shift startup produced higher than normal vibration floor.
-28610,2024-04-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.821,False,Calibration check overdue by 11 days for press-line transducer.
-28611,2024-04-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.199,True,Sensor battery health remains nominal after firmware update.
-28612,2024-04-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.68,False,Temporary gateway failover completed without data loss.
-28613,2024-04-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.055,False,Air handler maintenance reduced humidity variance on finishing line.
-28614,2024-04-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.971,False,Quality hold reduced finishing booth activity for one shift.
-28615,2024-04-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.254,True,Packaging line stop reduced adjacent vibration background.
-28616,2024-04-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.421,False,Hydraulic line pressure oscillation detected under load.
-28617,2024-04-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,SCADA backfill inserted two delayed telemetry points.
-28618,2024-04-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.512,False,Humidity climbed during dock-door open period in afternoon shift.
-28619,2024-04-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.957,True,Ambient temperature stabilized after HVAC stage-two engagement.
-28620,2024-04-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.903,False,Humidity excursion near finishing booth during coating run.
-28621,2024-04-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.555,False,Calibration check overdue by 11 days for press-line transducer.
-28622,2024-04-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.541,False,Humidity climbed during dock-door open period in afternoon shift.
-28623,2024-04-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.797,True,Telemetry quality flag downgraded during sensor self-test window.
-28624,2024-04-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.475,False,Machine throughput increase drove sustained pressure uplift.
-28625,2024-04-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.354,False,Reliability engineer tagged sample window for model retraining.
-28626,2024-04-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.949,False,Pressure line purge completed before restart authorization.
-28627,2024-04-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.363,True,Unbalanced load introduced cyclical pressure ripple.
-28628,2024-04-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.407,False,Hydraulic line pressure oscillation detected under load.
-28629,2024-04-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.203,False,Bearing temperature rising faster than baseline on spindle cell.
-28630,2024-04-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.158,False,Machine idle period extended during planned sanitation window.
-28631,2024-04-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.012,True,Quality hold reduced finishing booth activity for one shift.
-28632,2024-04-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.063,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28633,2024-04-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.79,False,Vibration burst exceeds envelope during tool change cycle.
-28634,2024-04-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.825,False,Temporary gateway failover completed without data loss.
-28635,2024-04-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.058,True,Air handler maintenance reduced humidity variance on finishing line.
-28636,2024-04-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.47,False,Humidity climbed during dock-door open period in afternoon shift.
-28637,2024-04-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.57,False,Vibration baseline recovered after tool holder replacement.
-28638,2024-04-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.586,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28639,2024-04-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.371,True,Heat-treat furnace door cycling increased localized temperature spikes.
-28640,2024-04-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.107,False,Anomaly review flagged possible bearing wear progression.
-28641,2024-04-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.816,False,Short-lived packet loss observed at edge gateway gw-02.
-28642,2024-04-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.027,False,Humidity excursion near finishing booth during coating run.
-28643,2024-04-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.861,True,Bearing temperature rising faster than baseline on spindle cell.
-28644,2024-04-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.162,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28645,2024-04-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.169,False,Supervisory alert generated after three consecutive threshold breaches.
-28646,2024-04-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.058,False,Sensor heartbeat delayed by one interval after gateway retry.
-28647,2024-04-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.913,True,Vibration burst exceeds envelope during tool change cycle.
-28648,2024-04-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.414,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28649,2024-04-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.807,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28650,2024-04-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.513,False,Hydraulic line pressure oscillation detected under load.
-28651,2024-04-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.555,True,Humidity excursion near finishing booth during coating run.
-28652,2024-04-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.598,False,Maintenance note logged for coupling imbalance inspection.
-28653,2024-04-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.772,False,Machine throughput increase drove sustained pressure uplift.
-28654,2024-04-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.881,False,Telemetry quality flag downgraded during sensor self-test window.
-28655,2024-04-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.955,True,Temperature remained elevated during unscheduled overtime run.
-28656,2024-04-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.418,False,Night shift startup produced higher than normal vibration floor.
-28657,2024-04-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.877,False,Hydraulic line pressure oscillation detected under load.
-28658,2024-04-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.921,False,Maintenance note logged for coupling imbalance inspection.
-28659,2024-04-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.529,True,Coolant loop adjustment reduced chamber temperature spread.
-28660,2024-04-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.201,False,Sensor signal clipping observed during startup surge.
-28661,2024-04-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.039,False,Humidity excursion near finishing booth during coating run.
-28662,2024-04-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.863,False,Bearing temperature rising faster than baseline on spindle cell.
-28663,2024-04-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.046,True,Sensor heartbeat delayed by one interval after gateway retry.
-28664,2024-04-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.637,False,Dust extraction fan offline for 18 minutes on line finishing.
-28665,2024-04-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.721,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28666,2024-04-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.749,False,Reliability engineer tagged sample window for model retraining.
-28667,2024-04-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.104,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28668,2024-04-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.852,False,Short-lived packet loss observed at edge gateway gw-02.
-28669,2024-04-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.067,False,Warning threshold updated for pilot predictive-maintenance model.
-28670,2024-04-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.447,False,Dust extraction fan offline for 18 minutes on line finishing.
-28671,2024-04-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.334,True,Sensor signal clipping observed during startup surge.
-28672,2024-04-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.916,False,Sensor heartbeat delayed by one interval after gateway retry.
-28673,2024-04-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.956,False,SCADA backfill inserted two delayed telemetry points.
-28674,2024-04-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.053,False,Temperature remained elevated during unscheduled overtime run.
-28675,2024-04-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.09,True,Humidity readings track seasonal rise across late spring.
-28676,2024-04-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.864,False,Edge collector replayed buffered events after network recovery.
-28677,2024-04-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.939,False,Warning threshold updated for pilot predictive-maintenance model.
-28678,2024-04-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.303,False,Thermal ramp exceeded expected warmup curve before shift start.
-28679,2024-04-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.965,True,Bearing temperature rising faster than baseline on spindle cell.
-28680,2024-04-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.094,False,Humidity climbed during dock-door open period in afternoon shift.
-28681,2024-04-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.644,False,Condensation warning cleared after dehumidifier ramp-up.
-28682,2024-04-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,80.212,False,Operator reset acknowledged after red-tag inspection.
-28683,2024-04-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.388,True,Sensor 3 drift suspected after cross-check with manual gauge.
-28684,2024-04-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.97,False,Calibration check overdue by 11 days for press-line transducer.
-28685,2024-04-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Bearing temperature rising faster than baseline on spindle cell.
-28686,2024-04-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.491,False,SCADA backfill inserted two delayed telemetry points.
-28687,2024-04-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.404,True,Vibration burst exceeds envelope during tool change cycle.
-28688,2024-04-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.274,False,Sensor heartbeat delayed by one interval after gateway retry.
-28689,2024-04-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.798,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28690,2024-04-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.486,False,Thermal ramp exceeded expected warmup curve before shift start.
-28691,2024-04-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.103,True,Machine throughput increase drove sustained pressure uplift.
-28692,2024-04-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.847,False,Operator reset acknowledged after red-tag inspection.
-28693,2024-04-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.855,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28694,2024-04-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.547,False,Machine idle period extended during planned sanitation window.
-28695,2024-04-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.717,True,Humidity excursion near finishing booth during coating run.
-28696,2024-04-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.397,False,Telemetry quality flag downgraded during sensor self-test window.
-28697,2024-04-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.779,False,Humidity climbed during dock-door open period in afternoon shift.
-28698,2024-04-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.656,False,Supervisory alert generated after three consecutive threshold breaches.
-28699,2024-04-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.598,True,Pressure line purge completed before restart authorization.
-28700,2024-04-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.104,False,Coolant loop adjustment reduced chamber temperature spread.
-28701,2024-04-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.577,False,Humidity excursion near finishing booth during coating run.
-28702,2024-04-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.03,False,Temporary gateway failover completed without data loss.
-28703,2024-04-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.119,True,Pressure peak corresponds to oversized billet batch processing.
-28704,2024-04-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.499,False,Sensor heartbeat delayed by one interval after gateway retry.
-28705,2024-04-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.806,False,Air handler maintenance reduced humidity variance on finishing line.
-28706,2024-04-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.914,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28707,2024-04-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.373,True,Thermal overshoot event coincided with recipe change on furnace.
-28708,2024-04-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.135,False,Air handler maintenance reduced humidity variance on finishing line.
-28709,2024-04-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.437,False,Condensation warning cleared after dehumidifier ramp-up.
-28710,2024-04-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.944,False,Operator reset acknowledged after red-tag inspection.
-28711,2024-04-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.128,True,Night shift startup produced higher than normal vibration floor.
-28712,2024-04-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.433,False,Bearing temperature rising faster than baseline on spindle cell.
-28713,2024-04-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28714,2024-04-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.787,False,Dust extraction fan offline for 18 minutes on line finishing.
-28715,2024-04-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.256,True,Humidity readings track seasonal rise across late spring.
-28716,2024-04-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.729,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28717,2024-04-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Machine idle period extended during planned sanitation window.
-28718,2024-04-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.564,False,Temperature remained elevated during unscheduled overtime run.
-28719,2024-04-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.345,True,Transient outlier matched forklift impact near cabinet wall.
-28720,2024-04-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.098,False,Temporary gateway failover completed without data loss.
-28721,2024-04-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.262,False,Humidity baseline improved after seal replacement.
-28722,2024-04-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.128,False,Transient outlier matched forklift impact near cabinet wall.
-28723,2024-04-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.882,True,Temperature variance narrowed after coolant nozzle cleaning.
-28724,2024-04-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.763,False,Coolant loop adjustment reduced chamber temperature spread.
-28725,2024-04-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Humidity climbed during dock-door open period in afternoon shift.
-28726,2024-04-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.868,False,Pressure settled back to nominal after valve reseat.
-28727,2024-04-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.529,True,Telemetry quality flag downgraded during sensor self-test window.
-28728,2024-04-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.833,False,Sensor battery health remains nominal after firmware update.
-28729,2024-04-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.189,False,Transient outlier matched forklift impact near cabinet wall.
-28730,2024-04-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.882,False,Pressure line purge completed before restart authorization.
-28731,2024-04-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.225,True,Warning threshold updated for pilot predictive-maintenance model.
-28732,2024-04-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.601,False,Packaging line stop reduced adjacent vibration background.
-28733,2024-04-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.344,False,Machine throughput increase drove sustained pressure uplift.
-28734,2024-04-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.573,False,SCADA backfill inserted two delayed telemetry points.
-28735,2024-04-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.96,True,Supervisory alert generated after three consecutive threshold breaches.
-28736,2024-04-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.373,False,Air handler maintenance reduced humidity variance on finishing line.
-28737,2024-04-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Vibration harmonics broadened during extended production run.
-28738,2024-04-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.48,False,Dust extraction fan offline for 18 minutes on line finishing.
-28739,2024-04-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.655,True,Condensation warning cleared after dehumidifier ramp-up.
-28740,2024-04-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.86,False,Unbalanced load introduced cyclical pressure ripple.
-28741,2024-04-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.747,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28742,2024-04-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.245,False,Calibration check overdue by 11 days for press-line transducer.
-28743,2024-04-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.431,True,Edge collector replayed buffered events after network recovery.
-28744,2024-04-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.564,False,Quality hold reduced finishing booth activity for one shift.
-28745,2024-04-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.637,False,Humidity baseline improved after seal replacement.
-28746,2024-04-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.284,False,Vibration baseline recovered after tool holder replacement.
-28747,2024-04-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.163,True,Thermal overshoot event coincided with recipe change on furnace.
-28748,2024-04-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.133,False,Humidity climbed during dock-door open period in afternoon shift.
-28749,2024-04-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.545,False,Humidity baseline improved after seal replacement.
-28750,2024-04-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.694,False,Thermal ramp exceeded expected warmup curve before shift start.
-28751,2024-04-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.028,True,Maintenance scheduler deferred calibration due to spare shortage.
-28752,2024-04-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.526,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28753,2024-04-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Edge collector replayed buffered events after network recovery.
-28754,2024-04-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.5,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28755,2024-04-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.269,True,Dust extraction fan offline for 18 minutes on line finishing.
-28756,2024-04-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.969,False,Pressure line purge completed before restart authorization.
-28757,2024-04-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.54,False,Operator reset acknowledged after red-tag inspection.
-28758,2024-04-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.615,False,Night shift startup produced higher than normal vibration floor.
-28759,2024-04-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.794,True,Quality team requested trace review for lot 24-118B.
-28760,2024-04-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.763,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28761,2024-04-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.663,False,Machine idle period extended during planned sanitation window.
-28762,2024-04-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.443,False,Pressure line purge completed before restart authorization.
-28763,2024-04-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.291,True,Operator reset acknowledged after red-tag inspection.
-28764,2024-04-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.45,False,Humidity excursion near finishing booth during coating run.
-28765,2024-04-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.951,False,Sensor enclosure opened for manual calibration verification.
-28766,2024-04-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.3,False,Telemetry quality flag downgraded during sensor self-test window.
-28767,2024-04-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.252,True,Hydraulic line pressure oscillation detected under load.
-28768,2024-04-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.395,False,Hydraulic line pressure oscillation detected under load.
-28769,2024-04-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.919,False,Supervisory alert generated after three consecutive threshold breaches.
-28770,2024-04-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.649,False,Vibration baseline recovered after tool holder replacement.
-28771,2024-04-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.271,True,Sensor enclosure opened for manual calibration verification.
-28772,2024-04-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.126,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28773,2024-04-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.779,False,Coolant loop adjustment reduced chamber temperature spread.
-28774,2024-04-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.786,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28775,2024-04-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.328,True,Sensor heartbeat delayed by one interval after gateway retry.
-28776,2024-04-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.325,False,Supervisory alert generated after three consecutive threshold breaches.
-28777,2024-04-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.992,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28778,2024-04-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.499,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28779,2024-04-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.581,True,Coolant loop adjustment reduced chamber temperature spread.
-28780,2024-04-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.867,False,Condensation warning cleared after dehumidifier ramp-up.
-28781,2024-04-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.506,False,SCADA backfill inserted two delayed telemetry points.
-28782,2024-04-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.573,False,Machine throughput increase drove sustained pressure uplift.
-28783,2024-04-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.092,True,SCADA backfill inserted two delayed telemetry points.
-28784,2024-04-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.13,False,Pressure line purge completed before restart authorization.
-28785,2024-04-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Thermal overshoot event coincided with recipe change on furnace.
-28786,2024-04-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.565,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28787,2024-04-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.572,True,Operator reported intermittent chatter on machine CNC-04.
-28788,2024-04-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.081,False,Operator reset acknowledged after red-tag inspection.
-28789,2024-04-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.159,False,Dust extraction fan offline for 18 minutes on line finishing.
-28790,2024-04-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.555,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28791,2024-04-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.314,True,Anomaly review flagged possible bearing wear progression.
-28792,2024-04-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.554,False,Bearing temperature rising faster than baseline on spindle cell.
-28793,2024-04-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.242,False,Short-lived packet loss observed at edge gateway gw-02.
-28794,2024-04-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.645,False,Machine idle period extended during planned sanitation window.
-28795,2024-04-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.371,True,Temperature variance narrowed after coolant nozzle cleaning.
-28796,2024-04-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.949,False,Humidity excursion near finishing booth during coating run.
-28797,2024-04-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.822,False,Sensor signal clipping observed during startup surge.
-28798,2024-04-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.387,False,Humidity baseline improved after seal replacement.
-28799,2024-04-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.607,True,Unbalanced load introduced cyclical pressure ripple.
-28800,2024-04-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.063,False,Sensor enclosure opened for manual calibration verification.
-28801,2024-04-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.571,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28802,2024-04-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.371,False,Unbalanced load introduced cyclical pressure ripple.
-28803,2024-04-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.657,True,Press cycle dwell time lengthened during high-volume batch.
-28804,2024-04-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.857,False,Operator reported intermittent chatter on machine CNC-04.
-28805,2024-04-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.847,False,Maintenance note logged for coupling imbalance inspection.
-28806,2024-04-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.81,False,Anomaly review flagged possible bearing wear progression.
-28807,2024-04-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.778,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-28808,2024-04-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.952,False,Sensor heartbeat delayed by one interval after gateway retry.
-28809,2024-04-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.864,False,Machine throughput increase drove sustained pressure uplift.
-28810,2024-04-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.037,False,Humidity readings track seasonal rise across late spring.
-28811,2024-04-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.047,True,Pressure peak corresponds to oversized billet batch processing.
-28812,2024-04-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.241,False,Bearing temperature rising faster than baseline on spindle cell.
-28813,2024-04-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,SCADA backfill inserted two delayed telemetry points.
-28814,2024-04-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.716,False,Sensor heartbeat delayed by one interval after gateway retry.
-28815,2024-04-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.981,True,Operator reported intermittent chatter on machine CNC-04.
-28816,2024-04-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.641,False,Thermal ramp exceeded expected warmup curve before shift start.
-28817,2024-04-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.113,False,Calibration check overdue by 11 days for press-line transducer.
-28818,2024-04-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.357,False,Maintenance crew confirmed lubrication interval was missed.
-28819,2024-04-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.223,True,Unbalanced load introduced cyclical pressure ripple.
-28820,2024-04-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.334,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28821,2024-04-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.802,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28822,2024-04-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.423,False,SCADA backfill inserted two delayed telemetry points.
-28823,2024-04-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.118,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28824,2024-04-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.323,False,Reliability engineer tagged sample window for model retraining.
-28825,2024-04-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.004,False,Humidity excursion near finishing booth during coating run.
-28826,2024-04-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.25,False,Sensor heartbeat delayed by one interval after gateway retry.
-28827,2024-04-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.614,True,Air handler maintenance reduced humidity variance on finishing line.
-28828,2024-04-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.373,False,Sensor signal clipping observed during startup surge.
-28829,2024-04-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.709,False,Quality team requested trace review for lot 24-118B.
-28830,2024-04-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.008,False,Thermal ramp exceeded expected warmup curve before shift start.
-28831,2024-04-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.621,True,Machine throughput increase drove sustained pressure uplift.
-28832,2024-04-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.182,False,Quality team requested trace review for lot 24-118B.
-28833,2024-04-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.13,False,Temperature variance narrowed after coolant nozzle cleaning.
-28834,2024-04-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.533,False,Sensor heartbeat delayed by one interval after gateway retry.
-28835,2024-04-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.941,True,Humidity readings track seasonal rise across late spring.
-28836,2024-04-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.128,False,Temporary gateway failover completed without data loss.
-28837,2024-04-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.553,False,Thermal ramp exceeded expected warmup curve before shift start.
-28838,2024-04-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28839,2024-04-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.277,True,Pressure line purge completed before restart authorization.
-28840,2024-04-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.547,False,Warning threshold updated for pilot predictive-maintenance model.
-28841,2024-04-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.023,False,Quality hold reduced finishing booth activity for one shift.
-28842,2024-04-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.536,False,Calibration check overdue by 11 days for press-line transducer.
-28843,2024-04-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.696,True,Temporary gateway failover completed without data loss.
-28844,2024-04-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.498,False,Calibration check overdue by 11 days for press-line transducer.
-28845,2024-04-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.111,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28846,2024-04-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.992,False,Temperature remained elevated during unscheduled overtime run.
-28847,2024-04-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.598,True,Temporary gateway failover completed without data loss.
-28848,2024-04-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.632,False,Shift handoff note referenced unusual noise near press enclosure.
-28849,2024-04-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.236,False,Temperature variance narrowed after coolant nozzle cleaning.
-28850,2024-04-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.46,False,Machine throughput increase drove sustained pressure uplift.
-28851,2024-04-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.104,True,Humidity excursion near finishing booth during coating run.
-28852,2024-04-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.934,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28853,2024-04-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.313,False,Sensor heartbeat delayed by one interval after gateway retry.
-28854,2024-04-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.525,False,Thermal overshoot event coincided with recipe change on furnace.
-28855,2024-04-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.049,True,Thermal ramp exceeded expected warmup curve before shift start.
-28856,2024-04-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.447,False,Sensor heartbeat delayed by one interval after gateway retry.
-28857,2024-04-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Supervisory alert generated after three consecutive threshold breaches.
-28858,2024-04-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.514,False,Telemetry quality flag downgraded during sensor self-test window.
-28859,2024-04-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.239,True,Maintenance note logged for coupling imbalance inspection.
-28860,2024-04-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.38,False,Machine idle period extended during planned sanitation window.
-28861,2024-04-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.763,False,Pressure line purge completed before restart authorization.
-28862,2024-04-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.223,False,Pressure settled back to nominal after valve reseat.
-28863,2024-04-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.986,True,Coolant loop adjustment reduced chamber temperature spread.
-28864,2024-04-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.133,False,Bearing temperature rising faster than baseline on spindle cell.
-28865,2024-04-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Anomaly review flagged possible bearing wear progression.
-28866,2024-04-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.879,False,Night shift startup produced higher than normal vibration floor.
-28867,2024-04-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.665,True,Thermal overshoot event coincided with recipe change on furnace.
-28868,2024-04-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.471,False,Vibration burst exceeds envelope during tool change cycle.
-28869,2024-04-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.152,False,Humidity climbed during dock-door open period in afternoon shift.
-28870,2024-04-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.584,False,Unbalanced load introduced cyclical pressure ripple.
-28871,2024-04-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.233,True,Vibration harmonics broadened during extended production run.
-28872,2024-04-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.69,False,Sensor enclosure opened for manual calibration verification.
-28873,2024-04-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.345,False,Sensor battery health remains nominal after firmware update.
-28874,2024-04-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.014,False,Humidity climbed during dock-door open period in afternoon shift.
-28875,2024-04-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.485,True,Bearing temperature rising faster than baseline on spindle cell.
-28876,2024-04-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.835,False,Thermal ramp exceeded expected warmup curve before shift start.
-28877,2024-04-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.045,False,Pressure settled back to nominal after valve reseat.
-28878,2024-04-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.724,False,Dust extraction fan offline for 18 minutes on line finishing.
-28879,2024-04-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.381,True,Maintenance note logged for coupling imbalance inspection.
-28880,2024-04-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.968,False,Vibration burst exceeds envelope during tool change cycle.
-28881,2024-04-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.548,False,Maintenance crew confirmed lubrication interval was missed.
-28882,2024-04-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.147,False,Vibration baseline recovered after tool holder replacement.
-28883,2024-04-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.027,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-28884,2024-04-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.31,False,Coolant loop adjustment reduced chamber temperature spread.
-28885,2024-04-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.691,False,Calibration check overdue by 11 days for press-line transducer.
-28886,2024-04-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.35,False,Maintenance crew confirmed lubrication interval was missed.
-28887,2024-04-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.227,True,Edge collector replayed buffered events after network recovery.
-28888,2024-04-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.906,False,Edge collector replayed buffered events after network recovery.
-28889,2024-04-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.255,False,Maintenance scheduler deferred calibration due to spare shortage.
-28890,2024-04-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.882,False,Temperature variance narrowed after coolant nozzle cleaning.
-28891,2024-04-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.796,True,Quality hold reduced finishing booth activity for one shift.
-28892,2024-04-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.655,False,Warning threshold updated for pilot predictive-maintenance model.
-28893,2024-04-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.763,False,Night shift startup produced higher than normal vibration floor.
-28894,2024-04-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.607,False,Night shift startup produced higher than normal vibration floor.
-28895,2024-04-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.316,True,Humidity readings track seasonal rise across late spring.
-28896,2024-04-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.223,False,Vibration burst exceeds envelope during tool change cycle.
-28897,2024-04-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.042,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28898,2024-04-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.977,False,Humidity climbed during dock-door open period in afternoon shift.
-28899,2024-04-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.733,True,Night shift startup produced higher than normal vibration floor.
-28900,2024-04-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.731,False,SCADA backfill inserted two delayed telemetry points.
-28901,2024-04-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.518,False,Pressure peak corresponds to oversized billet batch processing.
-28902,2024-04-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.098,False,Ambient temperature stabilized after HVAC stage-two engagement.
-28903,2024-04-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.435,True,Humidity readings track seasonal rise across late spring.
-28904,2024-04-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.328,False,Humidity readings track seasonal rise across late spring.
-28905,2024-04-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.738,False,Dust extraction fan offline for 18 minutes on line finishing.
-28906,2024-04-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.123,False,Hydraulic line pressure oscillation detected under load.
-28907,2024-04-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.902,True,Anomaly review flagged possible bearing wear progression.
-28908,2024-04-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.954,False,Maintenance note logged for coupling imbalance inspection.
-28909,2024-04-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.929,False,Temporary gateway failover completed without data loss.
-28910,2024-04-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.028,False,Unbalanced load introduced cyclical pressure ripple.
-28911,2024-04-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.76,True,Coolant loop adjustment reduced chamber temperature spread.
-28912,2024-04-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.856,False,Operator reset acknowledged after red-tag inspection.
-28913,2024-04-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.653,False,Telemetry quality flag downgraded during sensor self-test window.
-28914,2024-04-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.737,False,Machine throughput increase drove sustained pressure uplift.
-28915,2024-04-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.698,True,Humidity baseline improved after seal replacement.
-28916,2024-04-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.944,False,Edge collector replayed buffered events after network recovery.
-28917,2024-04-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.536,False,Maintenance scheduler deferred calibration due to spare shortage.
-28918,2024-04-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.836,False,Coolant loop adjustment reduced chamber temperature spread.
-28919,2024-04-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.21,True,Pressure settled back to nominal after valve reseat.
-28920,2024-04-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.521,False,Transient outlier matched forklift impact near cabinet wall.
-28921,2024-04-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.474,False,Vibration burst exceeds envelope during tool change cycle.
-28922,2024-04-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.554,False,Anomaly review flagged possible bearing wear progression.
-28923,2024-04-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.112,True,Temporary gateway failover completed without data loss.
-28924,2024-04-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.695,False,Sensor battery health remains nominal after firmware update.
-28925,2024-04-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.722,False,Coolant loop adjustment reduced chamber temperature spread.
-28926,2024-04-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.695,False,Condensation warning cleared after dehumidifier ramp-up.
-28927,2024-04-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.272,True,Short-lived packet loss observed at edge gateway gw-02.
-28928,2024-04-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.815,False,Vibration burst exceeds envelope during tool change cycle.
-28929,2024-04-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Anomaly review flagged possible bearing wear progression.
-28930,2024-04-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.996,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28931,2024-04-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.985,True,Edge collector replayed buffered events after network recovery.
-28932,2024-04-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.278,False,Warning threshold updated for pilot predictive-maintenance model.
-28933,2024-04-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.071,False,Night shift startup produced higher than normal vibration floor.
-28934,2024-04-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.239,False,SCADA backfill inserted two delayed telemetry points.
-28935,2024-04-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.975,True,Humidity excursion near finishing booth during coating run.
-28936,2024-04-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.068,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28937,2024-04-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.912,False,Sensor enclosure opened for manual calibration verification.
-28938,2024-04-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.068,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-28939,2024-04-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.732,True,Dust extraction fan offline for 18 minutes on line finishing.
-28940,2024-04-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.268,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28941,2024-04-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.403,False,Humidity excursion near finishing booth during coating run.
-28942,2024-04-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.117,False,Shift handoff note referenced unusual noise near press enclosure.
-28943,2024-04-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.464,True,Humidity baseline improved after seal replacement.
-28944,2024-04-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.222,False,Night shift startup produced higher than normal vibration floor.
-28945,2024-04-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.087,False,Hydraulic line pressure oscillation detected under load.
-28946,2024-04-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.254,False,Temporary gateway failover completed without data loss.
-28947,2024-04-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.569,True,Sensor enclosure opened for manual calibration verification.
-28948,2024-04-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.424,False,Telemetry quality flag downgraded during sensor self-test window.
-28949,2024-04-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Temperature variance narrowed after coolant nozzle cleaning.
-28950,2024-04-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.572,False,Sensor signal clipping observed during startup surge.
-28951,2024-04-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.88,True,Humidity readings track seasonal rise across late spring.
-28952,2024-04-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.944,False,Quality team requested trace review for lot 24-118B.
-28953,2024-04-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.254,False,Condensation warning cleared after dehumidifier ramp-up.
-28954,2024-04-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.225,False,Sensor battery health remains nominal after firmware update.
-28955,2024-04-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.872,True,Compressed air fluctuation introduced pressure noise for two cycles.
-28956,2024-04-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.349,False,Operator reset acknowledged after red-tag inspection.
-28957,2024-04-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.21,False,Condensation warning cleared after dehumidifier ramp-up.
-28958,2024-04-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.998,False,Air handler maintenance reduced humidity variance on finishing line.
-28959,2024-04-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.042,True,Vibration burst exceeds envelope during tool change cycle.
-28960,2024-04-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.911,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-28961,2024-04-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.644,False,Pressure peak corresponds to oversized billet batch processing.
-28962,2024-04-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.759,False,Maintenance note logged for coupling imbalance inspection.
-28963,2024-04-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.395,True,Shift handoff note referenced unusual noise near press enclosure.
-28964,2024-04-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.823,False,Sensor heartbeat delayed by one interval after gateway retry.
-28965,2024-04-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.921,False,Vibration baseline recovered after tool holder replacement.
-28966,2024-04-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.598,False,Sensor signal clipping observed during startup surge.
-28967,2024-04-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.306,True,Quality team requested trace review for lot 24-118B.
-28968,2024-04-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.316,False,Heat-treat furnace door cycling increased localized temperature spikes.
-28969,2024-04-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.236,False,SCADA backfill inserted two delayed telemetry points.
-28970,2024-04-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.485,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-28971,2024-04-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.395,True,Quality hold reduced finishing booth activity for one shift.
-28972,2024-04-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.816,False,Press cycle dwell time lengthened during high-volume batch.
-28973,2024-04-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.523,False,Humidity climbed during dock-door open period in afternoon shift.
-28974,2024-04-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.949,False,Vibration baseline recovered after tool holder replacement.
-28975,2024-04-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.386,True,Maintenance note logged for coupling imbalance inspection.
-28976,2024-04-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.495,False,Quality team requested trace review for lot 24-118B.
-28977,2024-04-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.39,False,Shift handoff note referenced unusual noise near press enclosure.
-28978,2024-04-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.816,False,Quality hold reduced finishing booth activity for one shift.
-28979,2024-04-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.724,True,Operator reported intermittent chatter on machine CNC-04.
-28980,2024-04-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.862,False,SCADA backfill inserted two delayed telemetry points.
-28981,2024-04-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.551,False,Press cycle dwell time lengthened during high-volume batch.
-28982,2024-04-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.385,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28983,2024-04-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.406,True,Pressure line purge completed before restart authorization.
-28984,2024-04-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.964,False,Pressure line purge completed before restart authorization.
-28985,2024-04-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Humidity baseline improved after seal replacement.
-28986,2024-04-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.903,False,Short-lived packet loss observed at edge gateway gw-02.
-28987,2024-04-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.578,True,Machine throughput increase drove sustained pressure uplift.
-28988,2024-04-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.807,False,Sensor 3 drift suspected after cross-check with manual gauge.
-28989,2024-04-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.385,False,Telemetry quality flag downgraded during sensor self-test window.
-28990,2024-04-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.226,False,Short-lived packet loss observed at edge gateway gw-02.
-28991,2024-04-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.999,True,Packaging line stop reduced adjacent vibration background.
-28992,2024-04-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.942,False,Packaging line stop reduced adjacent vibration background.
-28993,2024-04-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Air handler maintenance reduced humidity variance on finishing line.
-28994,2024-04-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.776,False,Maintenance note logged for coupling imbalance inspection.
-28995,2024-04-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.656,True,Quality team requested trace review for lot 24-118B.
-28996,2024-04-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.846,False,Compressed air fluctuation introduced pressure noise for two cycles.
-28997,2024-04-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.773,False,Press cycle dwell time lengthened during high-volume batch.
-28998,2024-04-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.664,False,Air handler maintenance reduced humidity variance on finishing line.
-28999,2024-04-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.626,True,Sensor battery health remains nominal after firmware update.
-29000,2024-04-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.779,False,Humidity climbed during dock-door open period in afternoon shift.
-29001,2024-04-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.767,False,Unbalanced load introduced cyclical pressure ripple.
-29002,2024-04-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.562,False,Quality team requested trace review for lot 24-118B.
-29003,2024-04-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.395,True,Humidity readings track seasonal rise across late spring.
-29004,2024-04-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.766,False,Temporary gateway failover completed without data loss.
-29005,2024-04-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.522,False,Air handler maintenance reduced humidity variance on finishing line.
-29006,2024-04-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.917,False,Machine throughput increase drove sustained pressure uplift.
-29007,2024-04-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.607,True,Dust extraction fan offline for 18 minutes on line finishing.
-29008,2024-04-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,56.901,False,Machine throughput increase drove sustained pressure uplift.
-29009,2024-04-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.45,False,Machine throughput increase drove sustained pressure uplift.
-29010,2024-04-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.355,False,Temporary gateway failover completed without data loss.
-29011,2024-04-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.88,True,Maintenance crew confirmed lubrication interval was missed.
-29012,2024-04-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.786,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29013,2024-04-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.001,False,Warning threshold updated for pilot predictive-maintenance model.
-29014,2024-04-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.302,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29015,2024-04-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.617,True,Temperature variance narrowed after coolant nozzle cleaning.
-29016,2024-04-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.846,False,Packaging line stop reduced adjacent vibration background.
-29017,2024-04-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.151,False,Dust extraction fan offline for 18 minutes on line finishing.
-29018,2024-04-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.447,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29019,2024-04-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.402,True,Dust extraction fan offline for 18 minutes on line finishing.
-29020,2024-04-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.512,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29021,2024-04-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.166,False,Anomaly review flagged possible bearing wear progression.
-29022,2024-04-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.832,False,Pressure settled back to nominal after valve reseat.
-29023,2024-04-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.47,True,Thermal ramp exceeded expected warmup curve before shift start.
-29024,2024-04-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.325,False,SCADA backfill inserted two delayed telemetry points.
-29025,2024-04-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Air handler maintenance reduced humidity variance on finishing line.
-29026,2024-04-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.956,False,Unbalanced load introduced cyclical pressure ripple.
-29027,2024-04-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.377,True,Air handler maintenance reduced humidity variance on finishing line.
-29028,2024-04-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.021,False,Sensor enclosure opened for manual calibration verification.
-29029,2024-04-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Calibration check overdue by 11 days for press-line transducer.
-29030,2024-04-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.12,False,Condensation warning cleared after dehumidifier ramp-up.
-29031,2024-04-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.792,True,Vibration baseline recovered after tool holder replacement.
-29032,2024-04-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.746,False,Sensor signal clipping observed during startup surge.
-29033,2024-04-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.923,False,Sensor battery health remains nominal after firmware update.
-29034,2024-04-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.885,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29035,2024-04-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.027,True,Night shift startup produced higher than normal vibration floor.
-29036,2024-04-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.159,False,Humidity baseline improved after seal replacement.
-29037,2024-04-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Maintenance crew confirmed lubrication interval was missed.
-29038,2024-04-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.033,False,Short-lived packet loss observed at edge gateway gw-02.
-29039,2024-04-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.731,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-29040,2024-04-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.375,False,Temperature variance narrowed after coolant nozzle cleaning.
-29041,2024-04-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.122,False,SCADA backfill inserted two delayed telemetry points.
-29042,2024-04-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.01,False,Packaging line stop reduced adjacent vibration background.
-29043,2024-04-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.032,True,Supervisory alert generated after three consecutive threshold breaches.
-29044,2024-04-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.996,False,SCADA backfill inserted two delayed telemetry points.
-29045,2024-04-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.15,False,Warning threshold updated for pilot predictive-maintenance model.
-29046,2024-04-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.22,False,Maintenance note logged for coupling imbalance inspection.
-29047,2024-04-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.819,True,Humidity readings track seasonal rise across late spring.
-29048,2024-04-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.808,False,Sensor enclosure opened for manual calibration verification.
-29049,2024-04-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.561,False,Temperature variance narrowed after coolant nozzle cleaning.
-29050,2024-04-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.479,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29051,2024-04-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.357,True,Vibration burst exceeds envelope during tool change cycle.
-29052,2024-04-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.088,False,Vibration harmonics broadened during extended production run.
-29053,2024-04-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.142,False,Maintenance note logged for coupling imbalance inspection.
-29054,2024-04-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.482,False,Sensor enclosure opened for manual calibration verification.
-29055,2024-04-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.415,True,Maintenance note logged for coupling imbalance inspection.
-29056,2024-04-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.631,False,Transient outlier matched forklift impact near cabinet wall.
-29057,2024-04-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.003,False,Temperature remained elevated during unscheduled overtime run.
-29058,2024-04-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.867,False,Machine throughput increase drove sustained pressure uplift.
-29059,2024-04-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.518,True,Operator reset acknowledged after red-tag inspection.
-29060,2024-04-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.446,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29061,2024-04-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.83,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29062,2024-04-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.411,False,Pressure settled back to nominal after valve reseat.
-29063,2024-04-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.845,True,Warning threshold updated for pilot predictive-maintenance model.
-29064,2024-04-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.25,False,Operator reported intermittent chatter on machine CNC-04.
-29065,2024-04-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.859,False,Telemetry quality flag downgraded during sensor self-test window.
-29066,2024-04-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.19,False,Supervisory alert generated after three consecutive threshold breaches.
-29067,2024-04-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.297,True,Dust extraction fan offline for 18 minutes on line finishing.
-29068,2024-04-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.33,False,Supervisory alert generated after three consecutive threshold breaches.
-29069,2024-04-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.048,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29070,2024-04-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.431,False,Coolant loop adjustment reduced chamber temperature spread.
-29071,2024-04-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.53,True,Temperature variance narrowed after coolant nozzle cleaning.
-29072,2024-04-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.476,False,Vibration burst exceeds envelope during tool change cycle.
-29073,2024-04-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.061,False,Machine throughput increase drove sustained pressure uplift.
-29074,2024-04-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.606,False,Machine idle period extended during planned sanitation window.
-29075,2024-04-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.861,True,Edge collector replayed buffered events after network recovery.
-29076,2024-04-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.781,False,Humidity climbed during dock-door open period in afternoon shift.
-29077,2024-04-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.459,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29078,2024-04-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.034,False,Unbalanced load introduced cyclical pressure ripple.
-29079,2024-04-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.014,True,Sensor enclosure opened for manual calibration verification.
-29080,2024-04-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.17,False,Short-lived packet loss observed at edge gateway gw-02.
-29081,2024-04-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Sensor battery health remains nominal after firmware update.
-29082,2024-04-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.746,False,Hydraulic line pressure oscillation detected under load.
-29083,2024-04-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.336,True,Warning threshold updated for pilot predictive-maintenance model.
-29084,2024-04-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.918,False,Pressure settled back to nominal after valve reseat.
-29085,2024-04-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.67,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29086,2024-04-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.627,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29087,2024-04-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.321,True,Unbalanced load introduced cyclical pressure ripple.
-29088,2024-04-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.764,False,Machine idle period extended during planned sanitation window.
-29089,2024-04-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.732,False,Quality team requested trace review for lot 24-118B.
-29090,2024-04-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.9,False,Dust extraction fan offline for 18 minutes on line finishing.
-29091,2024-04-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.134,True,Transient outlier matched forklift impact near cabinet wall.
-29092,2024-04-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.75,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29093,2024-04-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.337,False,Humidity climbed during dock-door open period in afternoon shift.
-29094,2024-04-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.909,False,Packaging line stop reduced adjacent vibration background.
-29095,2024-04-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.043,True,Vibration baseline recovered after tool holder replacement.
-29096,2024-04-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.624,False,Unbalanced load introduced cyclical pressure ripple.
-29097,2024-04-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.066,False,Coolant loop adjustment reduced chamber temperature spread.
-29098,2024-04-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.881,False,Operator reset acknowledged after red-tag inspection.
-29099,2024-04-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.768,True,Quality hold reduced finishing booth activity for one shift.
-29100,2024-04-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.312,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29101,2024-04-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.485,False,Night shift startup produced higher than normal vibration floor.
-29102,2024-04-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.976,False,Packaging line stop reduced adjacent vibration background.
-29103,2024-04-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.023,True,Sensor battery health remains nominal after firmware update.
-29104,2024-04-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.6,False,Coolant loop adjustment reduced chamber temperature spread.
-29105,2024-04-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.951,False,Calibration check overdue by 11 days for press-line transducer.
-29106,2024-04-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.883,False,Humidity excursion near finishing booth during coating run.
-29107,2024-04-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.168,True,Sensor enclosure opened for manual calibration verification.
-29108,2024-04-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.036,False,Supervisory alert generated after three consecutive threshold breaches.
-29109,2024-04-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Maintenance note logged for coupling imbalance inspection.
-29110,2024-04-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.166,False,Temperature variance narrowed after coolant nozzle cleaning.
-29111,2024-04-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.371,True,Sensor enclosure opened for manual calibration verification.
-29112,2024-04-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.272,False,Quality hold reduced finishing booth activity for one shift.
-29113,2024-04-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.789,False,Machine throughput increase drove sustained pressure uplift.
-29114,2024-04-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.304,False,Bearing temperature rising faster than baseline on spindle cell.
-29115,2024-04-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.884,True,Bearing temperature rising faster than baseline on spindle cell.
-29116,2024-04-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.419,False,Sensor enclosure opened for manual calibration verification.
-29117,2024-04-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.746,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29118,2024-04-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.264,False,Pressure line purge completed before restart authorization.
-29119,2024-04-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.113,True,Short-lived packet loss observed at edge gateway gw-02.
-29120,2024-04-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.986,False,Anomaly review flagged possible bearing wear progression.
-29121,2024-04-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.073,False,Machine idle period extended during planned sanitation window.
-29122,2024-04-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.11,False,Maintenance note logged for coupling imbalance inspection.
-29123,2024-04-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.01,True,Humidity readings track seasonal rise across late spring.
-29124,2024-04-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.04,False,Pressure peak corresponds to oversized billet batch processing.
-29125,2024-04-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.293,False,Unbalanced load introduced cyclical pressure ripple.
-29126,2024-04-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.701,False,Vibration harmonics broadened during extended production run.
-29127,2024-04-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.95,True,Condensation warning cleared after dehumidifier ramp-up.
-29128,2024-04-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.338,False,Shift handoff note referenced unusual noise near press enclosure.
-29129,2024-04-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.176,False,Shift handoff note referenced unusual noise near press enclosure.
-29130,2024-04-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.917,False,Coolant loop adjustment reduced chamber temperature spread.
-29131,2024-04-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.282,True,Humidity baseline improved after seal replacement.
-29132,2024-04-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.33,False,Calibration check overdue by 11 days for press-line transducer.
-29133,2024-04-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Warning threshold updated for pilot predictive-maintenance model.
-29134,2024-04-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.34,False,SCADA backfill inserted two delayed telemetry points.
-29135,2024-04-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.807,True,Packaging line stop reduced adjacent vibration background.
-29136,2024-04-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.558,False,Temporary gateway failover completed without data loss.
-29137,2024-04-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.173,False,Warning threshold updated for pilot predictive-maintenance model.
-29138,2024-04-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.025,False,Packaging line stop reduced adjacent vibration background.
-29139,2024-04-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.382,True,Supervisory alert generated after three consecutive threshold breaches.
-29140,2024-04-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.156,False,Night shift startup produced higher than normal vibration floor.
-29141,2024-04-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.944,False,Condensation warning cleared after dehumidifier ramp-up.
-29142,2024-04-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.403,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29143,2024-04-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.139,True,Pressure settled back to nominal after valve reseat.
-29144,2024-04-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.072,False,Dust extraction fan offline for 18 minutes on line finishing.
-29145,2024-04-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.61,False,Humidity readings track seasonal rise across late spring.
-29146,2024-04-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.949,False,Vibration burst exceeds envelope during tool change cycle.
-29147,2024-04-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.044,True,Temperature remained elevated during unscheduled overtime run.
-29148,2024-04-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.067,False,Maintenance scheduler deferred calibration due to spare shortage.
-29149,2024-04-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.583,False,Sensor battery health remains nominal after firmware update.
-29150,2024-04-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.647,False,Humidity excursion near finishing booth during coating run.
-29151,2024-04-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.207,True,Humidity excursion near finishing booth during coating run.
-29152,2024-04-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.286,False,Air handler maintenance reduced humidity variance on finishing line.
-29153,2024-04-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.943,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29154,2024-04-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.255,False,Temporary gateway failover completed without data loss.
-29155,2024-04-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.008,True,Quality team requested trace review for lot 24-118B.
-29156,2024-04-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.428,False,Vibration baseline recovered after tool holder replacement.
-29157,2024-04-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Sensor battery health remains nominal after firmware update.
-29158,2024-04-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.55,False,Unbalanced load introduced cyclical pressure ripple.
-29159,2024-04-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.88,True,Thermal overshoot event coincided with recipe change on furnace.
-29160,2024-04-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.532,False,Air handler maintenance reduced humidity variance on finishing line.
-29161,2024-04-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.383,False,Telemetry quality flag downgraded during sensor self-test window.
-29162,2024-04-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.278,False,SCADA backfill inserted two delayed telemetry points.
-29163,2024-04-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.668,True,Maintenance scheduler deferred calibration due to spare shortage.
-29164,2024-04-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.05,False,Vibration baseline recovered after tool holder replacement.
-29165,2024-04-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Air handler maintenance reduced humidity variance on finishing line.
-29166,2024-04-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.069,False,Sensor battery health remains nominal after firmware update.
-29167,2024-04-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.507,True,Pressure peak corresponds to oversized billet batch processing.
-29168,2024-04-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.454,False,Temperature variance narrowed after coolant nozzle cleaning.
-29169,2024-04-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Sensor heartbeat delayed by one interval after gateway retry.
-29170,2024-04-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.653,False,Warning threshold updated for pilot predictive-maintenance model.
-29171,2024-04-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.133,True,SCADA backfill inserted two delayed telemetry points.
-29172,2024-04-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.662,False,Warning threshold updated for pilot predictive-maintenance model.
-29173,2024-04-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Maintenance scheduler deferred calibration due to spare shortage.
-29174,2024-04-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.312,False,Quality hold reduced finishing booth activity for one shift.
-29175,2024-04-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.187,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-29176,2024-04-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.139,False,SCADA backfill inserted two delayed telemetry points.
-29177,2024-04-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.699,False,Edge collector replayed buffered events after network recovery.
-29178,2024-04-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.809,False,Transient outlier matched forklift impact near cabinet wall.
-29179,2024-04-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.184,True,Machine idle period extended during planned sanitation window.
-29180,2024-04-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.433,False,Packaging line stop reduced adjacent vibration background.
-29181,2024-04-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.34,False,Vibration harmonics broadened during extended production run.
-29182,2024-04-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,53.36,False,Condensation warning cleared after dehumidifier ramp-up.
-29183,2024-04-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.108,True,Sensor signal clipping observed during startup surge.
-29184,2024-04-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.897,False,Quality hold reduced finishing booth activity for one shift.
-29185,2024-04-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29186,2024-04-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.392,False,Pressure line purge completed before restart authorization.
-29187,2024-04-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.683,True,Ambient temperature stabilized after HVAC stage-two engagement.
-29188,2024-04-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.488,False,Anomaly review flagged possible bearing wear progression.
-29189,2024-04-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.843,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29190,2024-04-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.36,False,Humidity readings track seasonal rise across late spring.
-29191,2024-04-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.905,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-29192,2024-04-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.215,False,Humidity readings track seasonal rise across late spring.
-29193,2024-04-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.672,False,Vibration harmonics broadened during extended production run.
-29194,2024-04-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.309,False,Pressure settled back to nominal after valve reseat.
-29195,2024-04-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.361,True,Maintenance scheduler deferred calibration due to spare shortage.
-29196,2024-04-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.949,False,Edge collector replayed buffered events after network recovery.
-29197,2024-04-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Maintenance note logged for coupling imbalance inspection.
-29198,2024-04-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.255,False,Condensation warning cleared after dehumidifier ramp-up.
-29199,2024-04-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.804,True,Quality hold reduced finishing booth activity for one shift.
-29200,2024-04-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.724,False,SCADA backfill inserted two delayed telemetry points.
-29201,2024-04-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.195,False,Temperature remained elevated during unscheduled overtime run.
-29202,2024-04-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.262,False,Quality team requested trace review for lot 24-118B.
-29203,2024-04-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.697,True,Temperature remained elevated during unscheduled overtime run.
-29204,2024-04-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.34,False,Short-lived packet loss observed at edge gateway gw-02.
-29205,2024-04-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.798,False,Maintenance crew confirmed lubrication interval was missed.
-29206,2024-04-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.397,False,Edge collector replayed buffered events after network recovery.
-29207,2024-04-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.712,True,Air handler maintenance reduced humidity variance on finishing line.
-29208,2024-04-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.211,False,Air handler maintenance reduced humidity variance on finishing line.
-29209,2024-04-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Pressure settled back to nominal after valve reseat.
-29210,2024-04-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.073,False,Reliability engineer tagged sample window for model retraining.
-29211,2024-04-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.022,True,Dust extraction fan offline for 18 minutes on line finishing.
-29212,2024-04-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.024,False,Pressure peak corresponds to oversized billet batch processing.
-29213,2024-04-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.266,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29214,2024-04-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.586,False,Warning threshold updated for pilot predictive-maintenance model.
-29215,2024-04-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.736,True,Heat-treat furnace door cycling increased localized temperature spikes.
-29216,2024-04-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.029,False,Humidity excursion near finishing booth during coating run.
-29217,2024-04-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Thermal ramp exceeded expected warmup curve before shift start.
-29218,2024-04-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.779,False,Edge collector replayed buffered events after network recovery.
-29219,2024-04-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.621,True,Pressure settled back to nominal after valve reseat.
-29220,2024-04-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.46,False,Unbalanced load introduced cyclical pressure ripple.
-29221,2024-04-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.009,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29222,2024-04-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.557,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29223,2024-04-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.654,True,Sensor heartbeat delayed by one interval after gateway retry.
-29224,2024-04-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.434,False,Packaging line stop reduced adjacent vibration background.
-29225,2024-04-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.588,False,Vibration baseline recovered after tool holder replacement.
-29226,2024-04-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.552,False,Telemetry quality flag downgraded during sensor self-test window.
-29227,2024-04-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.749,True,Temperature remained elevated during unscheduled overtime run.
-29228,2024-04-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.99,False,Coolant loop adjustment reduced chamber temperature spread.
-29229,2024-04-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.329,False,Air handler maintenance reduced humidity variance on finishing line.
-29230,2024-04-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.203,False,Pressure line purge completed before restart authorization.
-29231,2024-04-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.371,True,Machine idle period extended during planned sanitation window.
-29232,2024-04-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.157,False,Maintenance crew confirmed lubrication interval was missed.
-29233,2024-04-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.881,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29234,2024-04-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.429,False,Pressure settled back to nominal after valve reseat.
-29235,2024-04-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.756,True,Condensation warning cleared after dehumidifier ramp-up.
-29236,2024-04-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.887,False,Packaging line stop reduced adjacent vibration background.
-29237,2024-04-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Pressure line purge completed before restart authorization.
-29238,2024-04-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.721,False,Pressure peak corresponds to oversized billet batch processing.
-29239,2024-04-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.398,True,Humidity readings track seasonal rise across late spring.
-29240,2024-04-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.9,False,Operator reported intermittent chatter on machine CNC-04.
-29241,2024-04-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Pressure line purge completed before restart authorization.
-29242,2024-04-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.005,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29243,2024-04-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.841,True,Sensor battery health remains nominal after firmware update.
-29244,2024-04-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.604,False,Bearing temperature rising faster than baseline on spindle cell.
-29245,2024-04-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.648,False,Vibration harmonics broadened during extended production run.
-29246,2024-04-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.521,False,Telemetry quality flag downgraded during sensor self-test window.
-29247,2024-04-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.785,True,Humidity climbed during dock-door open period in afternoon shift.
-29248,2024-04-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.375,False,Humidity excursion near finishing booth during coating run.
-29249,2024-04-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.465,False,Operator reset acknowledged after red-tag inspection.
-29250,2024-04-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.749,False,Temperature remained elevated during unscheduled overtime run.
-29251,2024-04-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.883,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29252,2024-04-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.219,False,Humidity excursion near finishing booth during coating run.
-29253,2024-04-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.239,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29254,2024-04-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.401,False,Supervisory alert generated after three consecutive threshold breaches.
-29255,2024-04-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.398,True,Condensation warning cleared after dehumidifier ramp-up.
-29256,2024-04-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.715,False,Pressure line purge completed before restart authorization.
-29257,2024-04-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.486,False,Unbalanced load introduced cyclical pressure ripple.
-29258,2024-04-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.552,False,Packaging line stop reduced adjacent vibration background.
-29259,2024-04-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.14,True,Sensor heartbeat delayed by one interval after gateway retry.
-29260,2024-04-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.291,False,Humidity climbed during dock-door open period in afternoon shift.
-29261,2024-04-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Anomaly review flagged possible bearing wear progression.
-29262,2024-04-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.91,False,Operator reported intermittent chatter on machine CNC-04.
-29263,2024-04-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.746,True,Quality hold reduced finishing booth activity for one shift.
-29264,2024-04-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.921,False,Quality team requested trace review for lot 24-118B.
-29265,2024-04-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.784,False,Temperature remained elevated during unscheduled overtime run.
-29266,2024-04-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.75,False,Pressure settled back to nominal after valve reseat.
-29267,2024-04-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.901,True,Pressure peak corresponds to oversized billet batch processing.
-29268,2024-04-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.376,False,Humidity climbed during dock-door open period in afternoon shift.
-29269,2024-04-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.266,False,Maintenance scheduler deferred calibration due to spare shortage.
-29270,2024-04-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.129,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29271,2024-04-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.263,True,Packaging line stop reduced adjacent vibration background.
-29272,2024-04-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.23,False,Vibration baseline recovered after tool holder replacement.
-29273,2024-04-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.646,False,Operator reset acknowledged after red-tag inspection.
-29274,2024-04-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.506,False,Pressure settled back to nominal after valve reseat.
-29275,2024-04-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.893,True,Unbalanced load introduced cyclical pressure ripple.
-29276,2024-04-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.483,False,Press cycle dwell time lengthened during high-volume batch.
-29277,2024-04-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.362,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29278,2024-04-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.092,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29279,2024-04-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.375,True,Coolant loop adjustment reduced chamber temperature spread.
-29280,2024-04-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.131,False,Maintenance note logged for coupling imbalance inspection.
-29281,2024-04-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.803,False,Temperature variance narrowed after coolant nozzle cleaning.
-29282,2024-04-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.004,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29283,2024-04-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.437,True,Machine idle period extended during planned sanitation window.
-29284,2024-04-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.49,False,Edge collector replayed buffered events after network recovery.
-29285,2024-04-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.554,False,Operator reset acknowledged after red-tag inspection.
-29286,2024-04-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.027,False,Bearing temperature rising faster than baseline on spindle cell.
-29287,2024-04-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.618,True,Telemetry quality flag downgraded during sensor self-test window.
-29288,2024-04-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.242,False,Humidity readings track seasonal rise across late spring.
-29289,2024-04-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.968,False,Sensor 3 drift suspected after cross-check with manual gauge.
-29290,2024-04-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.096,False,Transient outlier matched forklift impact near cabinet wall.
-29291,2024-04-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.55,True,Sensor 3 drift suspected after cross-check with manual gauge.
-29292,2024-04-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.292,False,Shift handoff note referenced unusual noise near press enclosure.
-29293,2024-04-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.09,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29294,2024-04-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.356,False,Temperature variance narrowed after coolant nozzle cleaning.
-29295,2024-04-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.55,True,Bearing temperature rising faster than baseline on spindle cell.
-29296,2024-04-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.51,False,Reliability engineer tagged sample window for model retraining.
-29297,2024-04-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.087,False,Night shift startup produced higher than normal vibration floor.
-29298,2024-04-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.231,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29299,2024-04-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.056,True,Packaging line stop reduced adjacent vibration background.
-29300,2024-04-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.634,False,Packaging line stop reduced adjacent vibration background.
-29301,2024-04-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.463,False,Humidity baseline improved after seal replacement.
-29302,2024-04-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.733,False,Pressure peak corresponds to oversized billet batch processing.
-29303,2024-04-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.807,True,Quality hold reduced finishing booth activity for one shift.
-29304,2024-04-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.628,False,Humidity readings track seasonal rise across late spring.
-29305,2024-04-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.312,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29306,2024-04-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.615,False,Pressure settled back to nominal after valve reseat.
-29307,2024-04-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.761,True,Operator reported intermittent chatter on machine CNC-04.
-29308,2024-04-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.391,False,Pressure line purge completed before restart authorization.
-29309,2024-04-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.115,False,Machine idle period extended during planned sanitation window.
-29310,2024-04-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.184,False,Packaging line stop reduced adjacent vibration background.
-29311,2024-04-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.677,True,Short-lived packet loss observed at edge gateway gw-02.
-29312,2024-04-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.847,False,Machine idle period extended during planned sanitation window.
-29313,2024-04-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Operator reported intermittent chatter on machine CNC-04.
-29314,2024-04-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.461,False,Coolant loop adjustment reduced chamber temperature spread.
-29315,2024-04-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.054,True,Pressure line purge completed before restart authorization.
-29316,2024-04-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.071,False,Machine idle period extended during planned sanitation window.
-29317,2024-04-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.671,False,Sensor enclosure opened for manual calibration verification.
-29318,2024-04-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.044,False,Dust extraction fan offline for 18 minutes on line finishing.
-29319,2024-04-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.379,True,Transient outlier matched forklift impact near cabinet wall.
-29320,2024-04-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.345,False,Pressure peak corresponds to oversized billet batch processing.
-29321,2024-04-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.17,False,Quality hold reduced finishing booth activity for one shift.
-29322,2024-04-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.924,False,Warning threshold updated for pilot predictive-maintenance model.
-29323,2024-04-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.54,True,Bearing temperature rising faster than baseline on spindle cell.
-29324,2024-04-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.658,False,Machine idle period extended during planned sanitation window.
-29325,2024-04-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.911,False,Temperature remained elevated during unscheduled overtime run.
-29326,2024-04-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.538,False,Calibration check overdue by 11 days for press-line transducer.
-29327,2024-04-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.396,True,Telemetry quality flag downgraded during sensor self-test window.
-29328,2024-04-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.507,False,Shift handoff note referenced unusual noise near press enclosure.
-29329,2024-04-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.734,False,Operator reported intermittent chatter on machine CNC-04.
-29330,2024-04-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.966,False,Temperature remained elevated during unscheduled overtime run.
-29331,2024-04-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.903,True,Coolant loop adjustment reduced chamber temperature spread.
-29332,2024-04-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.736,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29333,2024-04-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.107,False,Sensor enclosure opened for manual calibration verification.
-29334,2024-04-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.15,False,Transient outlier matched forklift impact near cabinet wall.
-29335,2024-04-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.37,True,Compressed air fluctuation introduced pressure noise for two cycles.
-29336,2024-04-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.308,False,Edge collector replayed buffered events after network recovery.
-29337,2024-04-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.481,False,Quality team requested trace review for lot 24-118B.
-29338,2024-04-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.115,False,Reliability engineer tagged sample window for model retraining.
-29339,2024-04-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.544,True,Operator reported intermittent chatter on machine CNC-04.
-29340,2024-04-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.454,False,Short-lived packet loss observed at edge gateway gw-02.
-29341,2024-04-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29342,2024-04-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.876,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29343,2024-04-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.053,True,Quality team requested trace review for lot 24-118B.
-29344,2024-04-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.466,False,Temporary gateway failover completed without data loss.
-29345,2024-04-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.358,False,Sensor signal clipping observed during startup surge.
-29346,2024-04-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.373,False,SCADA backfill inserted two delayed telemetry points.
-29347,2024-04-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.276,True,Ambient temperature stabilized after HVAC stage-two engagement.
-29348,2024-04-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.625,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29349,2024-04-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.735,False,Sensor 3 drift suspected after cross-check with manual gauge.
-29350,2024-04-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.157,False,Sensor 3 drift suspected after cross-check with manual gauge.
-29351,2024-04-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.931,True,Transient outlier matched forklift impact near cabinet wall.
-29352,2024-04-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.731,False,Reliability engineer tagged sample window for model retraining.
-29353,2024-04-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.466,False,Pressure peak corresponds to oversized billet batch processing.
-29354,2024-04-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.99,False,Transient outlier matched forklift impact near cabinet wall.
-29355,2024-04-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.502,True,SCADA backfill inserted two delayed telemetry points.
-29356,2024-04-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.142,False,Calibration check overdue by 11 days for press-line transducer.
-29357,2024-04-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.338,False,Sensor signal clipping observed during startup surge.
-29358,2024-04-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.912,False,Edge collector replayed buffered events after network recovery.
-29359,2024-04-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.903,True,Packaging line stop reduced adjacent vibration background.
-29360,2024-04-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.459,False,Pressure line purge completed before restart authorization.
-29361,2024-04-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.822,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29362,2024-04-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.112,False,Night shift startup produced higher than normal vibration floor.
-29363,2024-04-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.659,True,Sensor enclosure opened for manual calibration verification.
-29364,2024-04-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.177,False,SCADA backfill inserted two delayed telemetry points.
-29365,2024-04-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.541,False,Vibration harmonics broadened during extended production run.
-29366,2024-04-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.288,False,Vibration baseline recovered after tool holder replacement.
-29367,2024-04-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.407,True,Quality team requested trace review for lot 24-118B.
-29368,2024-04-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.745,False,Sensor battery health remains nominal after firmware update.
-29369,2024-04-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.51,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29370,2024-04-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.471,False,Packaging line stop reduced adjacent vibration background.
-29371,2024-04-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.37,True,Vibration baseline recovered after tool holder replacement.
-29372,2024-04-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.265,False,Short-lived packet loss observed at edge gateway gw-02.
-29373,2024-04-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.139,False,Humidity readings track seasonal rise across late spring.
-29374,2024-04-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.545,False,Temperature remained elevated during unscheduled overtime run.
-29375,2024-04-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.309,True,Warning threshold updated for pilot predictive-maintenance model.
-29376,2024-04-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.947,False,Sensor signal clipping observed during startup surge.
-29377,2024-04-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.743,False,Dust extraction fan offline for 18 minutes on line finishing.
-29378,2024-04-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.466,False,Vibration baseline recovered after tool holder replacement.
-29379,2024-04-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.955,True,Thermal ramp exceeded expected warmup curve before shift start.
-29380,2024-04-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.053,False,Sensor signal clipping observed during startup surge.
-29381,2024-04-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.93,False,Maintenance scheduler deferred calibration due to spare shortage.
-29382,2024-04-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.706,False,Hydraulic line pressure oscillation detected under load.
-29383,2024-04-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.599,True,Vibration harmonics broadened during extended production run.
-29384,2024-04-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.364,False,Humidity baseline improved after seal replacement.
-29385,2024-04-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.295,False,Unbalanced load introduced cyclical pressure ripple.
-29386,2024-04-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.88,False,Air handler maintenance reduced humidity variance on finishing line.
-29387,2024-04-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.203,True,Shift handoff note referenced unusual noise near press enclosure.
-29388,2024-04-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.979,False,Anomaly review flagged possible bearing wear progression.
-29389,2024-04-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.028,False,Humidity readings track seasonal rise across late spring.
-29390,2024-04-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.78,False,Packaging line stop reduced adjacent vibration background.
-29391,2024-04-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.076,True,Coolant loop adjustment reduced chamber temperature spread.
-29392,2024-04-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.035,False,Warning threshold updated for pilot predictive-maintenance model.
-29393,2024-04-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.084,False,Bearing temperature rising faster than baseline on spindle cell.
-29394,2024-04-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.952,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29395,2024-04-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.181,True,SCADA backfill inserted two delayed telemetry points.
-29396,2024-04-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.81,False,Machine throughput increase drove sustained pressure uplift.
-29397,2024-04-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.668,False,Transient outlier matched forklift impact near cabinet wall.
-29398,2024-04-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.962,False,Maintenance crew confirmed lubrication interval was missed.
-29399,2024-04-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.642,True,Sensor signal clipping observed during startup surge.
-29400,2024-04-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.206,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29401,2024-04-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.472,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29402,2024-04-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.506,False,Sensor enclosure opened for manual calibration verification.
-29403,2024-04-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.446,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-29404,2024-04-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.083,False,Sensor enclosure opened for manual calibration verification.
-29405,2024-04-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.205,False,Pressure settled back to nominal after valve reseat.
-29406,2024-04-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.652,False,Pressure settled back to nominal after valve reseat.
-29407,2024-04-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.764,True,Machine throughput increase drove sustained pressure uplift.
-29408,2024-04-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.943,False,Sensor enclosure opened for manual calibration verification.
-29409,2024-04-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.338,False,Bearing temperature rising faster than baseline on spindle cell.
-29410,2024-04-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.125,False,Machine throughput increase drove sustained pressure uplift.
-29411,2024-04-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.43,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29412,2024-04-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.266,False,Maintenance crew confirmed lubrication interval was missed.
-29413,2024-04-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Warning threshold updated for pilot predictive-maintenance model.
-29414,2024-04-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.674,False,Vibration baseline recovered after tool holder replacement.
-29415,2024-04-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.54,True,Shift handoff note referenced unusual noise near press enclosure.
-29416,2024-04-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.327,False,Sensor 3 drift suspected after cross-check with manual gauge.
-29417,2024-04-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.64,False,Packaging line stop reduced adjacent vibration background.
-29418,2024-04-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.176,False,Anomaly review flagged possible bearing wear progression.
-29419,2024-04-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.886,True,Packaging line stop reduced adjacent vibration background.
-29420,2024-04-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.085,False,Temporary gateway failover completed without data loss.
-29421,2024-04-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.079,False,Unbalanced load introduced cyclical pressure ripple.
-29422,2024-04-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.798,False,Pressure settled back to nominal after valve reseat.
-29423,2024-04-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.04,True,Telemetry quality flag downgraded during sensor self-test window.
-29424,2024-04-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.885,False,Shift handoff note referenced unusual noise near press enclosure.
-29425,2024-04-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.029,False,Press cycle dwell time lengthened during high-volume batch.
-29426,2024-04-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.979,False,Short-lived packet loss observed at edge gateway gw-02.
-29427,2024-04-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.39,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-29428,2024-04-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.887,False,Vibration harmonics broadened during extended production run.
-29429,2024-04-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.622,False,Quality hold reduced finishing booth activity for one shift.
-29430,2024-04-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.127,False,Humidity excursion near finishing booth during coating run.
-29431,2024-04-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.713,True,Temperature variance narrowed after coolant nozzle cleaning.
-29432,2024-04-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.293,False,Machine throughput increase drove sustained pressure uplift.
-29433,2024-04-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.429,False,Sensor heartbeat delayed by one interval after gateway retry.
-29434,2024-04-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.322,False,Humidity readings track seasonal rise across late spring.
-29435,2024-04-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.201,True,Short-lived packet loss observed at edge gateway gw-02.
-29436,2024-04-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,50.571,False,SCADA backfill inserted two delayed telemetry points.
-29437,2024-04-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Humidity excursion near finishing booth during coating run.
-29438,2024-04-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.019,False,Short-lived packet loss observed at edge gateway gw-02.
-29439,2024-04-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.007,True,Night shift startup produced higher than normal vibration floor.
-29440,2024-04-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.584,False,Edge collector replayed buffered events after network recovery.
-29441,2024-04-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Telemetry quality flag downgraded during sensor self-test window.
-29442,2024-04-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.474,False,Sensor enclosure opened for manual calibration verification.
-29443,2024-04-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.878,True,Sensor enclosure opened for manual calibration verification.
-29444,2024-04-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.894,False,Press cycle dwell time lengthened during high-volume batch.
-29445,2024-04-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.33,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29446,2024-04-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.845,False,Dust extraction fan offline for 18 minutes on line finishing.
-29447,2024-04-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.724,True,Temperature variance narrowed after coolant nozzle cleaning.
-29448,2024-04-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.283,False,Sensor signal clipping observed during startup surge.
-29449,2024-04-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.131,False,Temporary gateway failover completed without data loss.
-29450,2024-04-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.144,False,Machine throughput increase drove sustained pressure uplift.
-29451,2024-04-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.677,True,Quality team requested trace review for lot 24-118B.
-29452,2024-04-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.812,False,Machine idle period extended during planned sanitation window.
-29453,2024-04-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.552,False,Reliability engineer tagged sample window for model retraining.
-29454,2024-04-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.579,False,Quality team requested trace review for lot 24-118B.
-29455,2024-04-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.997,True,Machine throughput increase drove sustained pressure uplift.
-29456,2024-04-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.354,False,Edge collector replayed buffered events after network recovery.
-29457,2024-04-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.973,False,Sensor heartbeat delayed by one interval after gateway retry.
-29458,2024-04-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.701,False,Thermal overshoot event coincided with recipe change on furnace.
-29459,2024-04-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.914,True,Operator reset acknowledged after red-tag inspection.
-29460,2024-04-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.821,False,Maintenance note logged for coupling imbalance inspection.
-29461,2024-04-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Sensor heartbeat delayed by one interval after gateway retry.
-29462,2024-04-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.021,False,Pressure peak corresponds to oversized billet batch processing.
-29463,2024-04-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.977,True,Coolant loop adjustment reduced chamber temperature spread.
-29464,2024-04-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.443,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29465,2024-04-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.043,False,Calibration check overdue by 11 days for press-line transducer.
-29466,2024-04-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.269,False,Sensor heartbeat delayed by one interval after gateway retry.
-29467,2024-04-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.874,True,Edge collector replayed buffered events after network recovery.
-29468,2024-04-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.648,False,Humidity readings track seasonal rise across late spring.
-29469,2024-04-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.853,False,Bearing temperature rising faster than baseline on spindle cell.
-29470,2024-04-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.972,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29471,2024-04-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.506,True,Anomaly review flagged possible bearing wear progression.
-29472,2024-04-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.847,False,Sensor battery health remains nominal after firmware update.
-29473,2024-04-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.039,False,Sensor enclosure opened for manual calibration verification.
-29474,2024-04-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.459,False,Humidity baseline improved after seal replacement.
-29475,2024-04-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.571,True,Coolant loop adjustment reduced chamber temperature spread.
-29476,2024-04-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.655,False,Sensor heartbeat delayed by one interval after gateway retry.
-29477,2024-04-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.545,False,Supervisory alert generated after three consecutive threshold breaches.
-29478,2024-04-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.899,False,Short-lived packet loss observed at edge gateway gw-02.
-29479,2024-04-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.194,True,Pressure settled back to nominal after valve reseat.
-29480,2024-04-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.612,False,Hydraulic line pressure oscillation detected under load.
-29481,2024-04-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.788,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29482,2024-04-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.541,False,Transient outlier matched forklift impact near cabinet wall.
-29483,2024-04-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.769,True,Sensor enclosure opened for manual calibration verification.
-29484,2024-04-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.63,False,Thermal ramp exceeded expected warmup curve before shift start.
-29485,2024-04-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.586,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29486,2024-04-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.136,False,Packaging line stop reduced adjacent vibration background.
-29487,2024-04-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.049,True,Vibration harmonics broadened during extended production run.
-29488,2024-04-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.522,False,Operator reset acknowledged after red-tag inspection.
-29489,2024-04-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.104,False,Sensor battery health remains nominal after firmware update.
-29490,2024-04-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.627,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29491,2024-04-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.811,True,Humidity climbed during dock-door open period in afternoon shift.
-29492,2024-04-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.746,False,Dust extraction fan offline for 18 minutes on line finishing.
-29493,2024-04-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.924,False,Sensor heartbeat delayed by one interval after gateway retry.
-29494,2024-04-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.492,False,Sensor heartbeat delayed by one interval after gateway retry.
-29495,2024-04-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.328,True,Humidity excursion near finishing booth during coating run.
-29496,2024-04-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.614,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29497,2024-04-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.04,False,Dust extraction fan offline for 18 minutes on line finishing.
-29498,2024-04-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.59,False,Vibration burst exceeds envelope during tool change cycle.
-29499,2024-04-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.008,True,Quality hold reduced finishing booth activity for one shift.
-29500,2024-04-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.579,False,Pressure line purge completed before restart authorization.
-29501,2024-04-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.91,False,Maintenance crew confirmed lubrication interval was missed.
-29502,2024-04-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.891,False,Vibration burst exceeds envelope during tool change cycle.
-29503,2024-04-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.076,True,Edge collector replayed buffered events after network recovery.
-29504,2024-04-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.673,False,Press cycle dwell time lengthened during high-volume batch.
-29505,2024-04-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.943,False,Temporary gateway failover completed without data loss.
-29506,2024-04-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.235,False,Quality hold reduced finishing booth activity for one shift.
-29507,2024-04-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.285,True,Bearing temperature rising faster than baseline on spindle cell.
-29508,2024-04-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.201,False,Quality hold reduced finishing booth activity for one shift.
-29509,2024-04-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.423,False,Condensation warning cleared after dehumidifier ramp-up.
-29510,2024-04-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.904,False,Press cycle dwell time lengthened during high-volume batch.
-29511,2024-04-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.622,True,Warning threshold updated for pilot predictive-maintenance model.
-29512,2024-04-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.558,False,Quality team requested trace review for lot 24-118B.
-29513,2024-04-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.815,False,Maintenance crew confirmed lubrication interval was missed.
-29514,2024-04-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.228,False,Transient outlier matched forklift impact near cabinet wall.
-29515,2024-04-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.217,True,Humidity readings track seasonal rise across late spring.
-29516,2024-04-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.948,False,Packaging line stop reduced adjacent vibration background.
-29517,2024-04-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Humidity baseline improved after seal replacement.
-29518,2024-04-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.921,False,Humidity baseline improved after seal replacement.
-29519,2024-04-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.626,True,Vibration harmonics broadened during extended production run.
-29520,2024-04-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.374,False,Humidity climbed during dock-door open period in afternoon shift.
-29521,2024-04-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.748,False,Pressure peak corresponds to oversized billet batch processing.
-29522,2024-04-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.507,False,Transient outlier matched forklift impact near cabinet wall.
-29523,2024-04-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.843,True,Pressure line purge completed before restart authorization.
-29524,2024-04-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.422,False,Anomaly review flagged possible bearing wear progression.
-29525,2024-04-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.728,False,Operator reset acknowledged after red-tag inspection.
-29526,2024-04-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.36,False,Air handler maintenance reduced humidity variance on finishing line.
-29527,2024-04-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.195,True,Telemetry quality flag downgraded during sensor self-test window.
-29528,2024-04-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.109,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29529,2024-04-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.053,False,Edge collector replayed buffered events after network recovery.
-29530,2024-04-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.066,False,Pressure settled back to nominal after valve reseat.
-29531,2024-04-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.868,True,Edge collector replayed buffered events after network recovery.
-29532,2024-04-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.06,False,Humidity readings track seasonal rise across late spring.
-29533,2024-04-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.119,False,Machine throughput increase drove sustained pressure uplift.
-29534,2024-04-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.109,False,Dust extraction fan offline for 18 minutes on line finishing.
-29535,2024-04-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.633,True,Quality hold reduced finishing booth activity for one shift.
-29536,2024-04-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.782,False,Short-lived packet loss observed at edge gateway gw-02.
-29537,2024-04-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.279,False,Pressure line purge completed before restart authorization.
-29538,2024-04-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.17,False,Quality hold reduced finishing booth activity for one shift.
-29539,2024-04-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.869,True,Bearing temperature rising faster than baseline on spindle cell.
-29540,2024-04-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.328,False,SCADA backfill inserted two delayed telemetry points.
-29541,2024-04-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.309,False,Sensor 3 drift suspected after cross-check with manual gauge.
-29542,2024-04-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.477,False,SCADA backfill inserted two delayed telemetry points.
-29543,2024-04-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.835,True,Telemetry quality flag downgraded during sensor self-test window.
-29544,2024-04-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.69,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29545,2024-04-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.898,False,Pressure line purge completed before restart authorization.
-29546,2024-04-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.216,False,Shift handoff note referenced unusual noise near press enclosure.
-29547,2024-04-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.891,True,Coolant loop adjustment reduced chamber temperature spread.
-29548,2024-04-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.24,False,Coolant loop adjustment reduced chamber temperature spread.
-29549,2024-04-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.939,False,Anomaly review flagged possible bearing wear progression.
-29550,2024-04-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.631,False,Dust extraction fan offline for 18 minutes on line finishing.
-29551,2024-04-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.497,True,Shift handoff note referenced unusual noise near press enclosure.
-29552,2024-04-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.105,False,Coolant loop adjustment reduced chamber temperature spread.
-29553,2024-04-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.955,False,Hydraulic line pressure oscillation detected under load.
-29554,2024-04-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.439,False,Dust extraction fan offline for 18 minutes on line finishing.
-29555,2024-04-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.448,True,Quality hold reduced finishing booth activity for one shift.
-29556,2024-04-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.319,False,Temperature variance narrowed after coolant nozzle cleaning.
-29557,2024-04-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.78,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29558,2024-04-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.442,False,Warning threshold updated for pilot predictive-maintenance model.
-29559,2024-04-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.351,True,Maintenance crew confirmed lubrication interval was missed.
-29560,2024-04-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.805,False,Machine throughput increase drove sustained pressure uplift.
-29561,2024-04-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.156,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29562,2024-04-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.304,False,Thermal overshoot event coincided with recipe change on furnace.
-29563,2024-04-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.034,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-29564,2024-04-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.1,False,Sensor heartbeat delayed by one interval after gateway retry.
-29565,2024-04-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.065,False,Pressure settled back to nominal after valve reseat.
-29566,2024-04-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.997,False,Air handler maintenance reduced humidity variance on finishing line.
-29567,2024-04-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.131,True,Hydraulic line pressure oscillation detected under load.
-29568,2024-04-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.924,False,Night shift startup produced higher than normal vibration floor.
-29569,2024-04-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.513,False,Reliability engineer tagged sample window for model retraining.
-29570,2024-04-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.042,False,Sensor heartbeat delayed by one interval after gateway retry.
-29571,2024-04-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.25,True,Vibration harmonics broadened during extended production run.
-29572,2024-04-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.819,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29573,2024-04-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.37,False,Edge collector replayed buffered events after network recovery.
-29574,2024-04-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.599,False,Unbalanced load introduced cyclical pressure ripple.
-29575,2024-04-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.956,True,Packaging line stop reduced adjacent vibration background.
-29576,2024-04-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,36.537,False,Pressure line purge completed before restart authorization.
-29577,2024-04-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.628,False,Humidity climbed during dock-door open period in afternoon shift.
-29578,2024-04-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.046,False,Machine idle period extended during planned sanitation window.
-29579,2024-04-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.185,True,Humidity baseline improved after seal replacement.
-29580,2024-04-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.871,False,Maintenance scheduler deferred calibration due to spare shortage.
-29581,2024-04-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.173,False,SCADA backfill inserted two delayed telemetry points.
-29582,2024-04-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.56,False,Thermal overshoot event coincided with recipe change on furnace.
-29583,2024-04-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.935,True,Sensor battery health remains nominal after firmware update.
-29584,2024-04-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.176,False,Sensor heartbeat delayed by one interval after gateway retry.
-29585,2024-04-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.578,False,Short-lived packet loss observed at edge gateway gw-02.
-29586,2024-04-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.922,False,Pressure line purge completed before restart authorization.
-29587,2024-04-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.371,True,Condensation warning cleared after dehumidifier ramp-up.
-29588,2024-04-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.486,False,Sensor heartbeat delayed by one interval after gateway retry.
-29589,2024-04-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.027,False,Vibration baseline recovered after tool holder replacement.
-29590,2024-04-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.365,False,Sensor enclosure opened for manual calibration verification.
-29591,2024-04-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.009,True,Quality team requested trace review for lot 24-118B.
-29592,2024-04-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.18,False,Hydraulic line pressure oscillation detected under load.
-29593,2024-04-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,SCADA backfill inserted two delayed telemetry points.
-29594,2024-04-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.039,False,Operator reset acknowledged after red-tag inspection.
-29595,2024-04-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.419,True,Maintenance note logged for coupling imbalance inspection.
-29596,2024-04-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.338,False,Packaging line stop reduced adjacent vibration background.
-29597,2024-04-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.352,False,Dust extraction fan offline for 18 minutes on line finishing.
-29598,2024-04-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.849,False,Temperature remained elevated during unscheduled overtime run.
-29599,2024-04-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.65,True,Temperature variance narrowed after coolant nozzle cleaning.
-29600,2024-04-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.501,False,Quality hold reduced finishing booth activity for one shift.
-29601,2024-04-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.06,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29602,2024-04-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.698,False,Quality hold reduced finishing booth activity for one shift.
-29603,2024-04-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.264,True,Sensor battery health remains nominal after firmware update.
-29604,2024-04-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.476,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29605,2024-04-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.624,False,Temperature variance narrowed after coolant nozzle cleaning.
-29606,2024-04-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.392,False,Bearing temperature rising faster than baseline on spindle cell.
-29607,2024-04-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.426,True,Pressure settled back to nominal after valve reseat.
-29608,2024-04-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.903,False,Telemetry quality flag downgraded during sensor self-test window.
-29609,2024-04-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.792,False,Vibration baseline recovered after tool holder replacement.
-29610,2024-04-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.238,False,Warning threshold updated for pilot predictive-maintenance model.
-29611,2024-04-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.392,True,Hydraulic line pressure oscillation detected under load.
-29612,2024-04-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.146,False,Vibration baseline recovered after tool holder replacement.
-29613,2024-04-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.676,False,Unbalanced load introduced cyclical pressure ripple.
-29614,2024-04-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.811,False,Maintenance scheduler deferred calibration due to spare shortage.
-29615,2024-04-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.852,True,Unbalanced load introduced cyclical pressure ripple.
-29616,2024-04-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.059,False,Sensor enclosure opened for manual calibration verification.
-29617,2024-04-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.913,False,Maintenance crew confirmed lubrication interval was missed.
-29618,2024-04-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.552,False,Machine idle period extended during planned sanitation window.
-29619,2024-04-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.684,True,Vibration burst exceeds envelope during tool change cycle.
-29620,2024-04-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.398,False,Sensor enclosure opened for manual calibration verification.
-29621,2024-04-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.436,False,Vibration harmonics broadened during extended production run.
-29622,2024-04-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.936,False,Quality hold reduced finishing booth activity for one shift.
-29623,2024-04-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.608,True,Machine idle period extended during planned sanitation window.
-29624,2024-04-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.639,False,Hydraulic line pressure oscillation detected under load.
-29625,2024-04-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.125,False,Warning threshold updated for pilot predictive-maintenance model.
-29626,2024-04-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.422,False,Edge collector replayed buffered events after network recovery.
-29627,2024-04-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.043,True,Ambient temperature stabilized after HVAC stage-two engagement.
-29628,2024-04-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.469,False,Edge collector replayed buffered events after network recovery.
-29629,2024-04-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.331,False,Maintenance scheduler deferred calibration due to spare shortage.
-29630,2024-04-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.535,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29631,2024-04-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.045,True,Transient outlier matched forklift impact near cabinet wall.
-29632,2024-04-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.164,False,Air handler maintenance reduced humidity variance on finishing line.
-29633,2024-04-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.828,False,Air handler maintenance reduced humidity variance on finishing line.
-29634,2024-04-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.316,False,Quality hold reduced finishing booth activity for one shift.
-29635,2024-04-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.376,True,Air handler maintenance reduced humidity variance on finishing line.
-29636,2024-04-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.289,False,Temperature variance narrowed after coolant nozzle cleaning.
-29637,2024-04-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.95,False,Calibration check overdue by 11 days for press-line transducer.
-29638,2024-04-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.572,False,Reliability engineer tagged sample window for model retraining.
-29639,2024-04-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.947,True,Compressed air fluctuation introduced pressure noise for two cycles.
-29640,2024-04-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.747,False,Dust extraction fan offline for 18 minutes on line finishing.
-29641,2024-04-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.626,False,Bearing temperature rising faster than baseline on spindle cell.
-29642,2024-04-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.452,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29643,2024-04-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.042,True,Quality hold reduced finishing booth activity for one shift.
-29644,2024-04-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.561,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29645,2024-04-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Temperature remained elevated during unscheduled overtime run.
-29646,2024-04-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.044,False,Press cycle dwell time lengthened during high-volume batch.
-29647,2024-04-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.252,True,Short-lived packet loss observed at edge gateway gw-02.
-29648,2024-04-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.553,False,Quality team requested trace review for lot 24-118B.
-29649,2024-04-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.279,False,Machine throughput increase drove sustained pressure uplift.
-29650,2024-04-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.448,False,Maintenance crew confirmed lubrication interval was missed.
-29651,2024-04-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.802,True,Calibration check overdue by 11 days for press-line transducer.
-29652,2024-04-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.344,False,SCADA backfill inserted two delayed telemetry points.
-29653,2024-04-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.346,False,Transient outlier matched forklift impact near cabinet wall.
-29654,2024-04-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,80.573,False,Operator reported intermittent chatter on machine CNC-04.
-29655,2024-04-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.274,True,SCADA backfill inserted two delayed telemetry points.
-29656,2024-04-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.419,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29657,2024-04-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.072,False,Humidity readings track seasonal rise across late spring.
-29658,2024-04-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.357,False,Vibration harmonics broadened during extended production run.
-29659,2024-04-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.144,True,Operator reported intermittent chatter on machine CNC-04.
-29660,2024-04-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.249,False,Shift handoff note referenced unusual noise near press enclosure.
-29661,2024-04-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.623,False,Maintenance note logged for coupling imbalance inspection.
-29662,2024-04-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.175,False,Vibration baseline recovered after tool holder replacement.
-29663,2024-04-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.618,True,Air handler maintenance reduced humidity variance on finishing line.
-29664,2024-04-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.993,False,Reliability engineer tagged sample window for model retraining.
-29665,2024-04-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.805,False,Thermal ramp exceeded expected warmup curve before shift start.
-29666,2024-04-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.855,False,Calibration check overdue by 11 days for press-line transducer.
-29667,2024-04-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.003,True,Operator reset acknowledged after red-tag inspection.
-29668,2024-04-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.682,False,Short-lived packet loss observed at edge gateway gw-02.
-29669,2024-04-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Packaging line stop reduced adjacent vibration background.
-29670,2024-04-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.726,False,Warning threshold updated for pilot predictive-maintenance model.
-29671,2024-04-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.782,True,Ambient temperature stabilized after HVAC stage-two engagement.
-29672,2024-04-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.984,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29673,2024-04-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.221,False,Maintenance note logged for coupling imbalance inspection.
-29674,2024-04-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.742,False,Temperature remained elevated during unscheduled overtime run.
-29675,2024-04-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.857,True,Quality team requested trace review for lot 24-118B.
-29676,2024-04-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.109,False,Telemetry quality flag downgraded during sensor self-test window.
-29677,2024-04-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Temperature remained elevated during unscheduled overtime run.
-29678,2024-04-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.723,False,Reliability engineer tagged sample window for model retraining.
-29679,2024-04-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.013,True,Bearing temperature rising faster than baseline on spindle cell.
-29680,2024-04-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.369,False,Vibration baseline recovered after tool holder replacement.
-29681,2024-04-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.627,False,Vibration baseline recovered after tool holder replacement.
-29682,2024-04-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.353,False,Short-lived packet loss observed at edge gateway gw-02.
-29683,2024-04-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.357,True,Humidity baseline improved after seal replacement.
-29684,2024-04-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.579,False,Pressure peak corresponds to oversized billet batch processing.
-29685,2024-04-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.231,False,SCADA backfill inserted two delayed telemetry points.
-29686,2024-04-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.196,False,Maintenance crew confirmed lubrication interval was missed.
-29687,2024-04-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.86,True,Vibration baseline recovered after tool holder replacement.
-29688,2024-04-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.814,False,Pressure settled back to nominal after valve reseat.
-29689,2024-04-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.635,False,Sensor signal clipping observed during startup surge.
-29690,2024-04-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.842,False,Condensation warning cleared after dehumidifier ramp-up.
-29691,2024-04-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.708,True,Reliability engineer tagged sample window for model retraining.
-29692,2024-04-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.074,False,Temporary gateway failover completed without data loss.
-29693,2024-04-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.874,False,Short-lived packet loss observed at edge gateway gw-02.
-29694,2024-04-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.123,False,Thermal ramp exceeded expected warmup curve before shift start.
-29695,2024-04-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.708,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29696,2024-04-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.695,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29697,2024-04-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.827,False,Sensor signal clipping observed during startup surge.
-29698,2024-04-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.273,False,Warning threshold updated for pilot predictive-maintenance model.
-29699,2024-04-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.027,True,Maintenance note logged for coupling imbalance inspection.
-29700,2024-04-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.66,False,Anomaly review flagged possible bearing wear progression.
-29701,2024-04-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.767,False,Telemetry quality flag downgraded during sensor self-test window.
-29702,2024-04-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.232,False,Sensor battery health remains nominal after firmware update.
-29703,2024-04-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.685,True,Coolant loop adjustment reduced chamber temperature spread.
-29704,2024-04-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.949,False,Reliability engineer tagged sample window for model retraining.
-29705,2024-04-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.641,False,Temperature remained elevated during unscheduled overtime run.
-29706,2024-04-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.148,False,Sensor signal clipping observed during startup surge.
-29707,2024-04-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.463,True,Anomaly review flagged possible bearing wear progression.
-29708,2024-04-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.232,False,Quality team requested trace review for lot 24-118B.
-29709,2024-04-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.819,False,Temperature variance narrowed after coolant nozzle cleaning.
-29710,2024-04-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.525,False,Short-lived packet loss observed at edge gateway gw-02.
-29711,2024-04-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.965,True,Maintenance crew confirmed lubrication interval was missed.
-29712,2024-04-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.487,False,Telemetry quality flag downgraded during sensor self-test window.
-29713,2024-04-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.645,False,Machine idle period extended during planned sanitation window.
-29714,2024-04-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.218,False,Thermal overshoot event coincided with recipe change on furnace.
-29715,2024-04-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.308,True,Operator reported intermittent chatter on machine CNC-04.
-29716,2024-04-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.727,False,Pressure line purge completed before restart authorization.
-29717,2024-04-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.037,False,Operator reset acknowledged after red-tag inspection.
-29718,2024-04-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.525,False,Coolant loop adjustment reduced chamber temperature spread.
-29719,2024-04-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.334,True,Condensation warning cleared after dehumidifier ramp-up.
-29720,2024-04-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.96,False,Condensation warning cleared after dehumidifier ramp-up.
-29721,2024-04-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.166,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29722,2024-04-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.747,False,Humidity readings track seasonal rise across late spring.
-29723,2024-04-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.423,True,Telemetry quality flag downgraded during sensor self-test window.
-29724,2024-04-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.777,False,Supervisory alert generated after three consecutive threshold breaches.
-29725,2024-04-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Sensor enclosure opened for manual calibration verification.
-29726,2024-04-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.169,False,Transient outlier matched forklift impact near cabinet wall.
-29727,2024-04-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.844,True,Unbalanced load introduced cyclical pressure ripple.
-29728,2024-04-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.094,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29729,2024-04-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.296,False,Vibration baseline recovered after tool holder replacement.
-29730,2024-04-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.318,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29731,2024-04-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.757,True,Pressure settled back to nominal after valve reseat.
-29732,2024-04-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.232,False,Machine throughput increase drove sustained pressure uplift.
-29733,2024-04-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29734,2024-04-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.747,False,Machine throughput increase drove sustained pressure uplift.
-29735,2024-04-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.789,True,Transient outlier matched forklift impact near cabinet wall.
-29736,2024-04-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.752,False,Operator reset acknowledged after red-tag inspection.
-29737,2024-04-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.502,False,Humidity climbed during dock-door open period in afternoon shift.
-29738,2024-04-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.036,False,Short-lived packet loss observed at edge gateway gw-02.
-29739,2024-04-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.172,True,Operator reset acknowledged after red-tag inspection.
-29740,2024-04-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.734,False,Humidity excursion near finishing booth during coating run.
-29741,2024-04-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.523,False,Pressure line purge completed before restart authorization.
-29742,2024-04-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.209,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29743,2024-04-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.342,True,Quality hold reduced finishing booth activity for one shift.
-29744,2024-04-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.386,False,Sensor signal clipping observed during startup surge.
-29745,2024-04-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.896,False,Humidity excursion near finishing booth during coating run.
-29746,2024-04-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.655,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29747,2024-04-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.049,True,Pressure line purge completed before restart authorization.
-29748,2024-04-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.83,False,Temporary gateway failover completed without data loss.
-29749,2024-04-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.665,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29750,2024-04-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.902,False,Transient outlier matched forklift impact near cabinet wall.
-29751,2024-04-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.128,True,Operator reported intermittent chatter on machine CNC-04.
-29752,2024-04-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.304,False,Sensor signal clipping observed during startup surge.
-29753,2024-04-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.911,False,SCADA backfill inserted two delayed telemetry points.
-29754,2024-04-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.801,False,Operator reset acknowledged after red-tag inspection.
-29755,2024-04-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.094,True,Press cycle dwell time lengthened during high-volume batch.
-29756,2024-04-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.105,False,Maintenance scheduler deferred calibration due to spare shortage.
-29757,2024-04-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.574,False,Reliability engineer tagged sample window for model retraining.
-29758,2024-04-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.45,False,Pressure settled back to nominal after valve reseat.
-29759,2024-04-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.12,True,Temperature variance narrowed after coolant nozzle cleaning.
-29760,2024-04-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.483,False,Maintenance crew confirmed lubrication interval was missed.
-29761,2024-04-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.863,False,Shift handoff note referenced unusual noise near press enclosure.
-29762,2024-04-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.438,False,Humidity climbed during dock-door open period in afternoon shift.
-29763,2024-04-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.713,True,Thermal ramp exceeded expected warmup curve before shift start.
-29764,2024-04-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.531,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29765,2024-04-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.322,False,Vibration baseline recovered after tool holder replacement.
-29766,2024-04-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.711,False,Pressure settled back to nominal after valve reseat.
-29767,2024-04-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.045,True,Telemetry quality flag downgraded during sensor self-test window.
-29768,2024-04-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.224,False,Machine idle period extended during planned sanitation window.
-29769,2024-04-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Coolant loop adjustment reduced chamber temperature spread.
-29770,2024-04-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.383,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29771,2024-04-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.192,True,Pressure settled back to nominal after valve reseat.
-29772,2024-04-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.783,False,Vibration baseline recovered after tool holder replacement.
-29773,2024-04-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.807,False,Hydraulic line pressure oscillation detected under load.
-29774,2024-04-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.256,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29775,2024-04-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.625,True,Compressed air fluctuation introduced pressure noise for two cycles.
-29776,2024-04-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.961,False,Air handler maintenance reduced humidity variance on finishing line.
-29777,2024-04-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.006,False,Sensor enclosure opened for manual calibration verification.
-29778,2024-04-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.213,False,Calibration check overdue by 11 days for press-line transducer.
-29779,2024-04-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.724,True,Thermal ramp exceeded expected warmup curve before shift start.
-29780,2024-04-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.094,False,Humidity climbed during dock-door open period in afternoon shift.
-29781,2024-04-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.915,False,Edge collector replayed buffered events after network recovery.
-29782,2024-04-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.016,False,Machine idle period extended during planned sanitation window.
-29783,2024-04-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.817,True,Vibration harmonics broadened during extended production run.
-29784,2024-04-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.783,False,Sensor 3 drift suspected after cross-check with manual gauge.
-29785,2024-04-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.532,False,Temperature remained elevated during unscheduled overtime run.
-29786,2024-04-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.746,False,Humidity climbed during dock-door open period in afternoon shift.
-29787,2024-04-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.162,True,Packaging line stop reduced adjacent vibration background.
-29788,2024-04-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.937,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29789,2024-04-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.834,False,Sensor 3 drift suspected after cross-check with manual gauge.
-29790,2024-04-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.224,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-29791,2024-04-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.082,True,Compressed air fluctuation introduced pressure noise for two cycles.
-29792,2024-04-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.832,False,Short-lived packet loss observed at edge gateway gw-02.
-29793,2024-04-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.994,False,Press cycle dwell time lengthened during high-volume batch.
-29794,2024-04-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.381,False,Pressure peak corresponds to oversized billet batch processing.
-29795,2024-04-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.788,True,Edge collector replayed buffered events after network recovery.
-29796,2024-04-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.862,False,Maintenance scheduler deferred calibration due to spare shortage.
-29797,2024-04-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.615,False,Sensor heartbeat delayed by one interval after gateway retry.
-29798,2024-04-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.727,False,Temperature remained elevated during unscheduled overtime run.
-29799,2024-04-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.516,True,Sensor 3 drift suspected after cross-check with manual gauge.
-29800,2024-04-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.159,False,SCADA backfill inserted two delayed telemetry points.
-29801,2024-04-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Pressure line purge completed before restart authorization.
-29802,2024-04-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.23,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29803,2024-04-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.222,True,Condensation warning cleared after dehumidifier ramp-up.
-29804,2024-04-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,54.094,False,Sensor battery health remains nominal after firmware update.
-29805,2024-04-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.49,False,Pressure line purge completed before restart authorization.
-29806,2024-04-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.267,False,Vibration burst exceeds envelope during tool change cycle.
-29807,2024-04-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.423,True,Machine throughput increase drove sustained pressure uplift.
-29808,2024-04-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.872,False,Temporary gateway failover completed without data loss.
-29809,2024-04-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.456,False,Pressure peak corresponds to oversized billet batch processing.
-29810,2024-04-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.902,False,Machine idle period extended during planned sanitation window.
-29811,2024-04-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.454,True,Vibration harmonics broadened during extended production run.
-29812,2024-04-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.23,False,Sensor enclosure opened for manual calibration verification.
-29813,2024-04-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.664,False,Sensor battery health remains nominal after firmware update.
-29814,2024-04-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.842,False,Transient outlier matched forklift impact near cabinet wall.
-29815,2024-04-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.1,True,Humidity baseline improved after seal replacement.
-29816,2024-04-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.046,False,Pressure settled back to nominal after valve reseat.
-29817,2024-04-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.939,False,Operator reported intermittent chatter on machine CNC-04.
-29818,2024-04-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.466,False,Pressure peak corresponds to oversized billet batch processing.
-29819,2024-04-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.201,True,Press cycle dwell time lengthened during high-volume batch.
-29820,2024-04-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.878,False,Anomaly review flagged possible bearing wear progression.
-29821,2024-04-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.799,False,Operator reported intermittent chatter on machine CNC-04.
-29822,2024-04-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.619,False,Temperature remained elevated during unscheduled overtime run.
-29823,2024-04-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.472,True,Temperature remained elevated during unscheduled overtime run.
-29824,2024-04-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.231,False,Sensor battery health remains nominal after firmware update.
-29825,2024-04-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Short-lived packet loss observed at edge gateway gw-02.
-29826,2024-04-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.786,False,Telemetry quality flag downgraded during sensor self-test window.
-29827,2024-04-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.43,True,Press cycle dwell time lengthened during high-volume batch.
-29828,2024-04-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.722,False,Night shift startup produced higher than normal vibration floor.
-29829,2024-04-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29830,2024-04-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.116,False,Maintenance scheduler deferred calibration due to spare shortage.
-29831,2024-04-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.45,True,Vibration baseline recovered after tool holder replacement.
-29832,2024-04-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.258,False,Air handler maintenance reduced humidity variance on finishing line.
-29833,2024-04-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.894,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29834,2024-04-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.791,False,Unbalanced load introduced cyclical pressure ripple.
-29835,2024-04-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.213,True,Short-lived packet loss observed at edge gateway gw-02.
-29836,2024-04-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.668,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29837,2024-04-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.794,False,Heat-treat furnace door cycling increased localized temperature spikes.
-29838,2024-04-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.295,False,Thermal overshoot event coincided with recipe change on furnace.
-29839,2024-04-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.778,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-29840,2024-04-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.528,False,Packaging line stop reduced adjacent vibration background.
-29841,2024-04-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.718,False,Operator reset acknowledged after red-tag inspection.
-29842,2024-04-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.406,False,Air handler maintenance reduced humidity variance on finishing line.
-29843,2024-04-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.79,True,Temperature remained elevated during unscheduled overtime run.
-29844,2024-04-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,33.696,False,Air handler maintenance reduced humidity variance on finishing line.
-29845,2024-04-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.064,False,Sensor battery health remains nominal after firmware update.
-29846,2024-04-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.292,False,Machine throughput increase drove sustained pressure uplift.
-29847,2024-04-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.56,True,Heat-treat furnace door cycling increased localized temperature spikes.
-29848,2024-04-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.409,False,Sensor enclosure opened for manual calibration verification.
-29849,2024-04-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.851,False,Temperature variance narrowed after coolant nozzle cleaning.
-29850,2024-04-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.332,False,Unbalanced load introduced cyclical pressure ripple.
-29851,2024-04-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.924,True,Pressure peak corresponds to oversized billet batch processing.
-29852,2024-04-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.013,False,Bearing temperature rising faster than baseline on spindle cell.
-29853,2024-04-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.771,False,Machine idle period extended during planned sanitation window.
-29854,2024-04-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.022,False,Reliability engineer tagged sample window for model retraining.
-29855,2024-04-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.322,True,Thermal overshoot event coincided with recipe change on furnace.
-29856,2024-04-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.214,False,Operator reset acknowledged after red-tag inspection.
-29857,2024-04-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.267,False,Unbalanced load introduced cyclical pressure ripple.
-29858,2024-04-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.775,False,Compressed air fluctuation introduced pressure noise for two cycles.
-29859,2024-04-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.342,True,Press cycle dwell time lengthened during high-volume batch.
-29860,2024-04-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.264,False,Humidity baseline improved after seal replacement.
-29861,2024-04-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.367,False,Anomaly review flagged possible bearing wear progression.
-29862,2024-04-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.309,False,Hydraulic line pressure oscillation detected under load.
-29863,2024-04-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.381,True,Ambient temperature stabilized after HVAC stage-two engagement.
-29864,2024-04-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.969,False,Vibration baseline recovered after tool holder replacement.
-29865,2024-04-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.303,False,Bearing temperature rising faster than baseline on spindle cell.
-29866,2024-04-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.593,False,Bearing temperature rising faster than baseline on spindle cell.
-29867,2024-04-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.203,True,Operator reported intermittent chatter on machine CNC-04.
-29868,2024-04-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.89,False,Maintenance note logged for coupling imbalance inspection.
-29869,2024-04-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.522,False,Humidity excursion near finishing booth during coating run.
-29870,2024-04-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.494,False,Machine throughput increase drove sustained pressure uplift.
-29871,2024-04-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.587,True,Dust extraction fan offline for 18 minutes on line finishing.
-29872,2024-04-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.28,False,Air handler maintenance reduced humidity variance on finishing line.
-29873,2024-04-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.482,False,SCADA backfill inserted two delayed telemetry points.
-29874,2024-04-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.984,False,Air handler maintenance reduced humidity variance on finishing line.
-29875,2024-04-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.98,True,Calibration check overdue by 11 days for press-line transducer.
-29876,2024-04-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.212,False,Supervisory alert generated after three consecutive threshold breaches.
-29877,2024-04-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.789,False,Transient outlier matched forklift impact near cabinet wall.
-29878,2024-04-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.655,False,Pressure line purge completed before restart authorization.
-29879,2024-04-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.014,True,Maintenance scheduler deferred calibration due to spare shortage.
-29880,2024-04-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.141,False,SCADA backfill inserted two delayed telemetry points.
-29881,2024-04-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Sensor heartbeat delayed by one interval after gateway retry.
-29882,2024-04-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.185,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29883,2024-04-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.603,True,Ambient temperature stabilized after HVAC stage-two engagement.
-29884,2024-04-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.522,False,SCADA backfill inserted two delayed telemetry points.
-29885,2024-04-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.4,False,SCADA backfill inserted two delayed telemetry points.
-29886,2024-04-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.115,False,Warning threshold updated for pilot predictive-maintenance model.
-29887,2024-04-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.498,True,Operator reset acknowledged after red-tag inspection.
-29888,2024-04-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.674,False,Sensor 3 drift suspected after cross-check with manual gauge.
-29889,2024-04-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Humidity readings track seasonal rise across late spring.
-29890,2024-04-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.912,False,Pressure settled back to nominal after valve reseat.
-29891,2024-04-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.57,True,Warning threshold updated for pilot predictive-maintenance model.
-29892,2024-04-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.422,False,Condensation warning cleared after dehumidifier ramp-up.
-29893,2024-04-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.627,False,SCADA backfill inserted two delayed telemetry points.
-29894,2024-04-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.355,False,Hydraulic line pressure oscillation detected under load.
-29895,2024-04-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.248,True,Humidity climbed during dock-door open period in afternoon shift.
-29896,2024-04-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.147,False,Machine throughput increase drove sustained pressure uplift.
-29897,2024-04-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.188,False,Humidity baseline improved after seal replacement.
-29898,2024-04-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.663,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29899,2024-04-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.543,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-29900,2024-04-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.069,False,Quality hold reduced finishing booth activity for one shift.
-29901,2024-04-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.948,False,Reliability engineer tagged sample window for model retraining.
-29902,2024-04-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.425,False,Humidity readings track seasonal rise across late spring.
-29903,2024-04-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.228,True,Heat-treat furnace door cycling increased localized temperature spikes.
-29904,2024-04-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.808,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29905,2024-04-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.143,False,Machine idle period extended during planned sanitation window.
-29906,2024-04-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.298,False,Quality team requested trace review for lot 24-118B.
-29907,2024-04-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.095,True,Maintenance scheduler deferred calibration due to spare shortage.
-29908,2024-04-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.523,False,Reliability engineer tagged sample window for model retraining.
-29909,2024-04-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.205,False,Sensor heartbeat delayed by one interval after gateway retry.
-29910,2024-04-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.166,False,Unbalanced load introduced cyclical pressure ripple.
-29911,2024-04-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.531,True,Hydraulic line pressure oscillation detected under load.
-29912,2024-04-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.733,False,Quality hold reduced finishing booth activity for one shift.
-29913,2024-04-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.1,False,Night shift startup produced higher than normal vibration floor.
-29914,2024-04-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.54,False,Pressure settled back to nominal after valve reseat.
-29915,2024-04-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.64,True,Humidity baseline improved after seal replacement.
-29916,2024-04-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.369,False,Short-lived packet loss observed at edge gateway gw-02.
-29917,2024-04-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.641,False,Edge collector replayed buffered events after network recovery.
-29918,2024-04-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.505,False,Humidity climbed during dock-door open period in afternoon shift.
-29919,2024-04-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.484,True,Maintenance note logged for coupling imbalance inspection.
-29920,2024-04-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.941,False,Quality team requested trace review for lot 24-118B.
-29921,2024-04-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Machine idle period extended during planned sanitation window.
-29922,2024-04-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.758,False,Pressure line purge completed before restart authorization.
-29923,2024-04-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.729,True,Thermal ramp exceeded expected warmup curve before shift start.
-29924,2024-04-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.829,False,Night shift startup produced higher than normal vibration floor.
-29925,2024-04-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.444,False,Temporary gateway failover completed without data loss.
-29926,2024-04-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.433,False,Thermal overshoot event coincided with recipe change on furnace.
-29927,2024-04-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.276,True,Quality hold reduced finishing booth activity for one shift.
-29928,2024-04-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.063,False,Operator reset acknowledged after red-tag inspection.
-29929,2024-04-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.278,False,Humidity excursion near finishing booth during coating run.
-29930,2024-04-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.349,False,Vibration harmonics broadened during extended production run.
-29931,2024-04-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.476,True,Humidity climbed during dock-door open period in afternoon shift.
-29932,2024-04-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.82,False,Transient outlier matched forklift impact near cabinet wall.
-29933,2024-04-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.359,False,Temporary gateway failover completed without data loss.
-29934,2024-04-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.156,False,Machine throughput increase drove sustained pressure uplift.
-29935,2024-04-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.767,True,Edge collector replayed buffered events after network recovery.
-29936,2024-04-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.121,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-29937,2024-04-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.749,False,Edge collector replayed buffered events after network recovery.
-29938,2024-04-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.725,False,Sensor heartbeat delayed by one interval after gateway retry.
-29939,2024-04-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.833,True,Hydraulic line pressure oscillation detected under load.
-29940,2024-04-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,27.687,False,Vibration baseline recovered after tool holder replacement.
-29941,2024-04-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.923,False,Reliability engineer tagged sample window for model retraining.
-29942,2024-04-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.231,False,Pressure settled back to nominal after valve reseat.
-29943,2024-04-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.454,True,Pressure settled back to nominal after valve reseat.
-29944,2024-04-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.706,False,Temperature variance narrowed after coolant nozzle cleaning.
-29945,2024-04-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.175,False,Sensor heartbeat delayed by one interval after gateway retry.
-29946,2024-04-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.111,False,Press cycle dwell time lengthened during high-volume batch.
-29947,2024-04-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.13,True,Short-lived packet loss observed at edge gateway gw-02.
-29948,2024-04-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.6,False,Sensor heartbeat delayed by one interval after gateway retry.
-29949,2024-04-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.186,False,Sensor signal clipping observed during startup surge.
-29950,2024-04-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.429,False,Pressure line purge completed before restart authorization.
-29951,2024-04-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.981,True,Maintenance scheduler deferred calibration due to spare shortage.
-29952,2024-04-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.431,False,Coolant loop adjustment reduced chamber temperature spread.
-29953,2024-04-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.894,False,Edge collector replayed buffered events after network recovery.
-29954,2024-04-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.129,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29955,2024-04-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.794,True,Bearing temperature rising faster than baseline on spindle cell.
-29956,2024-04-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.873,False,Maintenance crew confirmed lubrication interval was missed.
-29957,2024-04-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.144,False,Temperature remained elevated during unscheduled overtime run.
-29958,2024-04-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.468,False,Dust extraction fan offline for 18 minutes on line finishing.
-29959,2024-04-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.642,True,Night shift startup produced higher than normal vibration floor.
-29960,2024-04-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.421,False,Dust extraction fan offline for 18 minutes on line finishing.
-29961,2024-04-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.721,False,Temperature variance narrowed after coolant nozzle cleaning.
-29962,2024-04-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.858,False,Press cycle dwell time lengthened during high-volume batch.
-29963,2024-04-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.121,True,Temperature remained elevated during unscheduled overtime run.
-29964,2024-04-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.098,False,Air handler maintenance reduced humidity variance on finishing line.
-29965,2024-04-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Humidity readings track seasonal rise across late spring.
-29966,2024-04-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.568,False,Telemetry quality flag downgraded during sensor self-test window.
-29967,2024-04-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.632,True,SCADA backfill inserted two delayed telemetry points.
-29968,2024-04-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.366,False,Calibration check overdue by 11 days for press-line transducer.
-29969,2024-04-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.83,False,Thermal overshoot event coincided with recipe change on furnace.
-29970,2024-04-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.905,False,Humidity excursion near finishing booth during coating run.
-29971,2024-04-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.173,True,Temperature variance narrowed after coolant nozzle cleaning.
-29972,2024-04-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.618,False,Thermal overshoot event coincided with recipe change on furnace.
-29973,2024-04-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.734,False,Quality team requested trace review for lot 24-118B.
-29974,2024-04-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.192,False,Pressure line purge completed before restart authorization.
-29975,2024-04-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.57,True,Quality hold reduced finishing booth activity for one shift.
-29976,2024-04-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.43,False,Humidity excursion near finishing booth during coating run.
-29977,2024-04-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Sensor heartbeat delayed by one interval after gateway retry.
-29978,2024-04-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.71,False,Transient outlier matched forklift impact near cabinet wall.
-29979,2024-04-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.513,True,Vibration baseline recovered after tool holder replacement.
-29980,2024-04-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.285,False,Maintenance scheduler deferred calibration due to spare shortage.
-29981,2024-04-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.521,False,Reliability engineer tagged sample window for model retraining.
-29982,2024-04-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.362,False,Hydraulic line pressure oscillation detected under load.
-29983,2024-04-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.506,True,Sensor enclosure opened for manual calibration verification.
-29984,2024-04-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.25,False,Thermal overshoot event coincided with recipe change on furnace.
-29985,2024-04-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.671,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29986,2024-04-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.983,False,Unbalanced load introduced cyclical pressure ripple.
-29987,2024-04-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.871,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-29988,2024-04-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.269,False,Maintenance scheduler deferred calibration due to spare shortage.
-29989,2024-04-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.084,False,Maintenance note logged for coupling imbalance inspection.
-29990,2024-04-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.286,False,Press cycle dwell time lengthened during high-volume batch.
-29991,2024-04-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.795,True,Calibration check overdue by 11 days for press-line transducer.
-29992,2024-04-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.499,False,Sensor battery health remains nominal after firmware update.
-29993,2024-04-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.724,False,Ambient temperature stabilized after HVAC stage-two engagement.
-29994,2024-04-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.115,False,Maintenance note logged for coupling imbalance inspection.
-29995,2024-04-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.208,True,Temperature variance narrowed after coolant nozzle cleaning.
-29996,2024-04-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.321,False,Reliability engineer tagged sample window for model retraining.
-29997,2024-04-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.458,False,Thermal ramp exceeded expected warmup curve before shift start.
-29998,2024-04-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.439,False,Humidity climbed during dock-door open period in afternoon shift.
-29999,2024-04-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.444,True,Ambient temperature stabilized after HVAC stage-two engagement.
-30000,2024-04-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.616,False,Transient outlier matched forklift impact near cabinet wall.
-30001,2024-04-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Night shift startup produced higher than normal vibration floor.
-30002,2024-04-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.6,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30003,2024-04-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.119,True,Packaging line stop reduced adjacent vibration background.
-30004,2024-04-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.636,False,Machine throughput increase drove sustained pressure uplift.
-30005,2024-04-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.789,False,Edge collector replayed buffered events after network recovery.
-30006,2024-04-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.744,False,Dust extraction fan offline for 18 minutes on line finishing.
-30007,2024-04-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.037,True,Telemetry quality flag downgraded during sensor self-test window.
-30008,2024-04-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.143,False,Thermal overshoot event coincided with recipe change on furnace.
-30009,2024-04-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.718,False,Press cycle dwell time lengthened during high-volume batch.
-30010,2024-04-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.978,False,Humidity readings track seasonal rise across late spring.
-30011,2024-04-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.042,True,Thermal ramp exceeded expected warmup curve before shift start.
-30012,2024-04-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.586,False,Dust extraction fan offline for 18 minutes on line finishing.
-30013,2024-04-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.624,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30014,2024-04-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.684,False,Pressure peak corresponds to oversized billet batch processing.
-30015,2024-04-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.923,True,Unbalanced load introduced cyclical pressure ripple.
-30016,2024-04-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.68,False,Quality hold reduced finishing booth activity for one shift.
-30017,2024-04-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.469,False,Short-lived packet loss observed at edge gateway gw-02.
-30018,2024-04-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.983,False,Quality hold reduced finishing booth activity for one shift.
-30019,2024-04-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.228,True,Sensor enclosure opened for manual calibration verification.
-30020,2024-04-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.823,False,Warning threshold updated for pilot predictive-maintenance model.
-30021,2024-04-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.096,False,Machine throughput increase drove sustained pressure uplift.
-30022,2024-04-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.312,False,Unbalanced load introduced cyclical pressure ripple.
-30023,2024-04-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.263,True,Sensor enclosure opened for manual calibration verification.
-30024,2024-04-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.871,False,Warning threshold updated for pilot predictive-maintenance model.
-30025,2024-04-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Quality team requested trace review for lot 24-118B.
-30026,2024-04-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.089,False,Pressure line purge completed before restart authorization.
-30027,2024-04-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.741,True,Temperature remained elevated during unscheduled overtime run.
-30028,2024-04-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.436,False,Condensation warning cleared after dehumidifier ramp-up.
-30029,2024-04-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.457,False,Sensor enclosure opened for manual calibration verification.
-30030,2024-04-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.908,False,Bearing temperature rising faster than baseline on spindle cell.
-30031,2024-04-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.029,True,Shift handoff note referenced unusual noise near press enclosure.
-30032,2024-04-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.4,False,Vibration harmonics broadened during extended production run.
-30033,2024-04-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.388,False,Telemetry quality flag downgraded during sensor self-test window.
-30034,2024-04-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.42,False,Humidity excursion near finishing booth during coating run.
-30035,2024-04-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.196,True,Sensor 3 drift suspected after cross-check with manual gauge.
-30036,2024-04-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.974,False,Dust extraction fan offline for 18 minutes on line finishing.
-30037,2024-04-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.856,False,Sensor signal clipping observed during startup surge.
-30038,2024-04-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.721,False,Sensor battery health remains nominal after firmware update.
-30039,2024-04-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.546,True,Maintenance crew confirmed lubrication interval was missed.
-30040,2024-04-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.518,False,Packaging line stop reduced adjacent vibration background.
-30041,2024-04-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.69,False,Humidity readings track seasonal rise across late spring.
-30042,2024-04-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.195,False,Sensor battery health remains nominal after firmware update.
-30043,2024-04-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.953,True,Anomaly review flagged possible bearing wear progression.
-30044,2024-04-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.295,False,Humidity readings track seasonal rise across late spring.
-30045,2024-04-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Vibration baseline recovered after tool holder replacement.
-30046,2024-04-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.283,False,Humidity baseline improved after seal replacement.
-30047,2024-04-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.13,True,Sensor battery health remains nominal after firmware update.
-30048,2024-04-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.549,False,Quality team requested trace review for lot 24-118B.
-30049,2024-04-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Pressure peak corresponds to oversized billet batch processing.
-30050,2024-04-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.189,False,Sensor enclosure opened for manual calibration verification.
-30051,2024-04-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.361,True,Sensor 3 drift suspected after cross-check with manual gauge.
-30052,2024-04-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.141,False,Pressure line purge completed before restart authorization.
-30053,2024-04-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.141,False,Press cycle dwell time lengthened during high-volume batch.
-30054,2024-04-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.929,False,Temperature remained elevated during unscheduled overtime run.
-30055,2024-04-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.524,True,Telemetry quality flag downgraded during sensor self-test window.
-30056,2024-04-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.322,False,Bearing temperature rising faster than baseline on spindle cell.
-30057,2024-04-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.806,False,Quality hold reduced finishing booth activity for one shift.
-30058,2024-04-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.519,False,Short-lived packet loss observed at edge gateway gw-02.
-30059,2024-04-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.069,True,Sensor battery health remains nominal after firmware update.
-30060,2024-04-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.961,False,Packaging line stop reduced adjacent vibration background.
-30061,2024-04-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.272,False,Coolant loop adjustment reduced chamber temperature spread.
-30062,2024-04-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.607,False,Thermal overshoot event coincided with recipe change on furnace.
-30063,2024-04-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.122,True,Maintenance note logged for coupling imbalance inspection.
-30064,2024-04-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.692,False,Humidity climbed during dock-door open period in afternoon shift.
-30065,2024-04-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Operator reported intermittent chatter on machine CNC-04.
-30066,2024-04-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.799,False,Calibration check overdue by 11 days for press-line transducer.
-30067,2024-04-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.038,True,SCADA backfill inserted two delayed telemetry points.
-30068,2024-04-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.417,False,Sensor battery health remains nominal after firmware update.
-30069,2024-04-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.48,False,Reliability engineer tagged sample window for model retraining.
-30070,2024-04-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.322,False,Pressure peak corresponds to oversized billet batch processing.
-30071,2024-04-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.985,True,Quality hold reduced finishing booth activity for one shift.
-30072,2024-04-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.286,False,Short-lived packet loss observed at edge gateway gw-02.
-30073,2024-04-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30074,2024-04-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.681,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30075,2024-04-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.267,True,Maintenance scheduler deferred calibration due to spare shortage.
-30076,2024-04-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.023,False,Pressure line purge completed before restart authorization.
-30077,2024-04-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.206,False,Anomaly review flagged possible bearing wear progression.
-30078,2024-04-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.818,False,Maintenance crew confirmed lubrication interval was missed.
-30079,2024-04-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.062,True,Temperature variance narrowed after coolant nozzle cleaning.
-30080,2024-04-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.856,False,Night shift startup produced higher than normal vibration floor.
-30081,2024-04-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.214,False,Sensor battery health remains nominal after firmware update.
-30082,2024-04-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.318,False,Maintenance scheduler deferred calibration due to spare shortage.
-30083,2024-04-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.426,True,Operator reported intermittent chatter on machine CNC-04.
-30084,2024-04-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.44,False,Reliability engineer tagged sample window for model retraining.
-30085,2024-04-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.967,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30086,2024-04-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.147,False,Hydraulic line pressure oscillation detected under load.
-30087,2024-04-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.14,True,Night shift startup produced higher than normal vibration floor.
-30088,2024-04-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.657,False,Machine throughput increase drove sustained pressure uplift.
-30089,2024-04-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Coolant loop adjustment reduced chamber temperature spread.
-30090,2024-04-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.359,False,Maintenance crew confirmed lubrication interval was missed.
-30091,2024-04-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,6.816,True,Telemetry quality flag downgraded during sensor self-test window.
-30092,2024-04-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.368,False,Vibration burst exceeds envelope during tool change cycle.
-30093,2024-04-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.395,False,Pressure peak corresponds to oversized billet batch processing.
-30094,2024-04-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.25,False,Vibration baseline recovered after tool holder replacement.
-30095,2024-04-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.058,True,Humidity baseline improved after seal replacement.
-30096,2024-04-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.829,False,Bearing temperature rising faster than baseline on spindle cell.
-30097,2024-04-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.865,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30098,2024-04-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.302,False,Temperature variance narrowed after coolant nozzle cleaning.
-30099,2024-04-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.508,True,Short-lived packet loss observed at edge gateway gw-02.
-30100,2024-04-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.137,False,Thermal overshoot event coincided with recipe change on furnace.
-30101,2024-04-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.062,False,Shift handoff note referenced unusual noise near press enclosure.
-30102,2024-04-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.93,False,Humidity baseline improved after seal replacement.
-30103,2024-04-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.607,True,Humidity climbed during dock-door open period in afternoon shift.
-30104,2024-04-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.984,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30105,2024-04-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.711,False,Temporary gateway failover completed without data loss.
-30106,2024-04-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.629,False,Warning threshold updated for pilot predictive-maintenance model.
-30107,2024-04-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.742,True,Vibration baseline recovered after tool holder replacement.
-30108,2024-04-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.003,False,Short-lived packet loss observed at edge gateway gw-02.
-30109,2024-04-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.769,False,Quality hold reduced finishing booth activity for one shift.
-30110,2024-04-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,59.39,False,SCADA backfill inserted two delayed telemetry points.
-30111,2024-04-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.814,True,Machine idle period extended during planned sanitation window.
-30112,2024-04-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.191,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30113,2024-04-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.841,False,Sensor enclosure opened for manual calibration verification.
-30114,2024-04-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.067,False,Humidity baseline improved after seal replacement.
-30115,2024-04-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.902,True,Coolant loop adjustment reduced chamber temperature spread.
-30116,2024-04-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.919,False,Calibration check overdue by 11 days for press-line transducer.
-30117,2024-04-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.219,False,Edge collector replayed buffered events after network recovery.
-30118,2024-04-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.239,False,Packaging line stop reduced adjacent vibration background.
-30119,2024-04-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.29,True,SCADA backfill inserted two delayed telemetry points.
-30120,2024-04-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.01,False,Maintenance crew confirmed lubrication interval was missed.
-30121,2024-04-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.491,False,Quality team requested trace review for lot 24-118B.
-30122,2024-04-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.058,False,Pressure settled back to nominal after valve reseat.
-30123,2024-04-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.423,True,Humidity baseline improved after seal replacement.
-30124,2024-04-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.66,False,Sensor signal clipping observed during startup surge.
-30125,2024-04-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.467,False,Pressure line purge completed before restart authorization.
-30126,2024-04-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.683,False,Temporary gateway failover completed without data loss.
-30127,2024-04-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.709,True,Machine throughput increase drove sustained pressure uplift.
-30128,2024-04-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.969,False,Hydraulic line pressure oscillation detected under load.
-30129,2024-04-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.522,False,Maintenance crew confirmed lubrication interval was missed.
-30130,2024-04-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.737,False,Vibration harmonics broadened during extended production run.
-30131,2024-04-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.942,True,Maintenance scheduler deferred calibration due to spare shortage.
-30132,2024-04-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.416,False,Coolant loop adjustment reduced chamber temperature spread.
-30133,2024-04-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.616,False,Sensor 3 drift suspected after cross-check with manual gauge.
-30134,2024-04-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.28,False,Pressure settled back to nominal after valve reseat.
-30135,2024-04-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.309,True,Maintenance note logged for coupling imbalance inspection.
-30136,2024-04-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.391,False,Sensor heartbeat delayed by one interval after gateway retry.
-30137,2024-04-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.129,False,Shift handoff note referenced unusual noise near press enclosure.
-30138,2024-04-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.134,False,Pressure line purge completed before restart authorization.
-30139,2024-04-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.154,True,Supervisory alert generated after three consecutive threshold breaches.
-30140,2024-04-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.243,False,Temporary gateway failover completed without data loss.
-30141,2024-04-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30142,2024-04-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.241,False,Shift handoff note referenced unusual noise near press enclosure.
-30143,2024-04-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.861,True,Operator reset acknowledged after red-tag inspection.
-30144,2024-04-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.631,False,Shift handoff note referenced unusual noise near press enclosure.
-30145,2024-04-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.889,False,Unbalanced load introduced cyclical pressure ripple.
-30146,2024-04-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.338,False,Machine idle period extended during planned sanitation window.
-30147,2024-04-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.233,True,Vibration burst exceeds envelope during tool change cycle.
-30148,2024-04-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.774,False,Calibration check overdue by 11 days for press-line transducer.
-30149,2024-04-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.567,False,Sensor battery health remains nominal after firmware update.
-30150,2024-04-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.698,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30151,2024-04-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.439,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30152,2024-04-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.772,False,Machine idle period extended during planned sanitation window.
-30153,2024-04-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,Thermal overshoot event coincided with recipe change on furnace.
-30154,2024-04-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.403,False,Temperature remained elevated during unscheduled overtime run.
-30155,2024-04-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.955,True,Ambient temperature stabilized after HVAC stage-two engagement.
-30156,2024-04-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.985,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30157,2024-04-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.158,False,Sensor enclosure opened for manual calibration verification.
-30158,2024-04-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.753,False,Supervisory alert generated after three consecutive threshold breaches.
-30159,2024-04-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.154,True,Night shift startup produced higher than normal vibration floor.
-30160,2024-04-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.022,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30161,2024-04-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.528,False,Operator reported intermittent chatter on machine CNC-04.
-30162,2024-04-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.571,False,Telemetry quality flag downgraded during sensor self-test window.
-30163,2024-04-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.869,True,Condensation warning cleared after dehumidifier ramp-up.
-30164,2024-04-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.308,False,Operator reported intermittent chatter on machine CNC-04.
-30165,2024-04-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.533,False,Humidity excursion near finishing booth during coating run.
-30166,2024-04-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.239,False,Dust extraction fan offline for 18 minutes on line finishing.
-30167,2024-04-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.863,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-30168,2024-04-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.758,False,Dust extraction fan offline for 18 minutes on line finishing.
-30169,2024-04-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.421,False,Sensor heartbeat delayed by one interval after gateway retry.
-30170,2024-04-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.834,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30171,2024-04-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.461,True,Bearing temperature rising faster than baseline on spindle cell.
-30172,2024-04-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.228,False,Pressure settled back to nominal after valve reseat.
-30173,2024-04-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.467,False,Sensor signal clipping observed during startup surge.
-30174,2024-04-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.065,False,Temperature remained elevated during unscheduled overtime run.
-30175,2024-04-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.127,True,Sensor battery health remains nominal after firmware update.
-30176,2024-04-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.739,False,Temporary gateway failover completed without data loss.
-30177,2024-04-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.188,False,Vibration baseline recovered after tool holder replacement.
-30178,2024-04-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.783,False,Operator reset acknowledged after red-tag inspection.
-30179,2024-04-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.654,True,Quality team requested trace review for lot 24-118B.
-30180,2024-04-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.77,False,Humidity readings track seasonal rise across late spring.
-30181,2024-04-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.162,False,Machine idle period extended during planned sanitation window.
-30182,2024-04-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.696,False,Edge collector replayed buffered events after network recovery.
-30183,2024-04-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.866,True,Anomaly review flagged possible bearing wear progression.
-30184,2024-04-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.383,False,Unbalanced load introduced cyclical pressure ripple.
-30185,2024-04-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.822,False,Warning threshold updated for pilot predictive-maintenance model.
-30186,2024-04-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.387,False,Press cycle dwell time lengthened during high-volume batch.
-30187,2024-04-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.65,True,Heat-treat furnace door cycling increased localized temperature spikes.
-30188,2024-04-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.666,False,Short-lived packet loss observed at edge gateway gw-02.
-30189,2024-04-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.492,False,Humidity excursion near finishing booth during coating run.
-30190,2024-04-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.391,False,Reliability engineer tagged sample window for model retraining.
-30191,2024-04-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.378,True,SCADA backfill inserted two delayed telemetry points.
-30192,2024-04-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.612,False,Sensor enclosure opened for manual calibration verification.
-30193,2024-04-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Coolant loop adjustment reduced chamber temperature spread.
-30194,2024-04-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.455,False,Sensor 3 drift suspected after cross-check with manual gauge.
-30195,2024-04-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.709,True,Machine idle period extended during planned sanitation window.
-30196,2024-04-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.003,False,Temperature variance narrowed after coolant nozzle cleaning.
-30197,2024-04-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.612,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30198,2024-04-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.254,False,Supervisory alert generated after three consecutive threshold breaches.
-30199,2024-04-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.513,True,SCADA backfill inserted two delayed telemetry points.
-30200,2024-04-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.323,False,Maintenance scheduler deferred calibration due to spare shortage.
-30201,2024-04-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.258,False,Quality team requested trace review for lot 24-118B.
-30202,2024-04-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.489,False,Pressure peak corresponds to oversized billet batch processing.
-30203,2024-04-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.551,True,Pressure settled back to nominal after valve reseat.
-30204,2024-04-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.57,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30205,2024-04-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.266,False,Humidity readings track seasonal rise across late spring.
-30206,2024-04-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.345,False,Quality hold reduced finishing booth activity for one shift.
-30207,2024-04-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.365,True,Sensor heartbeat delayed by one interval after gateway retry.
-30208,2024-04-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.75,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30209,2024-04-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.355,False,Hydraulic line pressure oscillation detected under load.
-30210,2024-04-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.791,False,Bearing temperature rising faster than baseline on spindle cell.
-30211,2024-04-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.724,True,Temperature variance narrowed after coolant nozzle cleaning.
-30212,2024-04-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.324,False,Vibration burst exceeds envelope during tool change cycle.
-30213,2024-04-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Dust extraction fan offline for 18 minutes on line finishing.
-30214,2024-04-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.065,False,Humidity readings track seasonal rise across late spring.
-30215,2024-04-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.754,True,Sensor 3 drift suspected after cross-check with manual gauge.
-30216,2024-04-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.78,False,Pressure peak corresponds to oversized billet batch processing.
-30217,2024-04-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.228,False,Packaging line stop reduced adjacent vibration background.
-30218,2024-04-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.735,False,SCADA backfill inserted two delayed telemetry points.
-30219,2024-04-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.503,True,Sensor enclosure opened for manual calibration verification.
-30220,2024-04-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.163,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30221,2024-04-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.275,False,Thermal overshoot event coincided with recipe change on furnace.
-30222,2024-04-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.894,False,Warning threshold updated for pilot predictive-maintenance model.
-30223,2024-04-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.017,True,Shift handoff note referenced unusual noise near press enclosure.
-30224,2024-04-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.635,False,Maintenance crew confirmed lubrication interval was missed.
-30225,2024-04-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.088,False,Condensation warning cleared after dehumidifier ramp-up.
-30226,2024-04-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.16,False,Temperature remained elevated during unscheduled overtime run.
-30227,2024-04-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.0,True,Humidity readings track seasonal rise across late spring.
-30228,2024-04-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.917,False,Humidity baseline improved after seal replacement.
-30229,2024-04-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Night shift startup produced higher than normal vibration floor.
-30230,2024-04-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.589,False,Sensor heartbeat delayed by one interval after gateway retry.
-30231,2024-04-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.645,True,Heat-treat furnace door cycling increased localized temperature spikes.
-30232,2024-04-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.044,False,Pressure line purge completed before restart authorization.
-30233,2024-04-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.689,False,Quality team requested trace review for lot 24-118B.
-30234,2024-04-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.178,False,Maintenance note logged for coupling imbalance inspection.
-30235,2024-04-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.477,True,Thermal ramp exceeded expected warmup curve before shift start.
-30236,2024-04-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.196,False,Condensation warning cleared after dehumidifier ramp-up.
-30237,2024-04-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.419,False,Transient outlier matched forklift impact near cabinet wall.
-30238,2024-04-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,60.017,False,Temperature remained elevated during unscheduled overtime run.
-30239,2024-04-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.402,True,Edge collector replayed buffered events after network recovery.
-30240,2024-04-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.141,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30241,2024-04-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.89,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30242,2024-04-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.257,False,Temporary gateway failover completed without data loss.
-30243,2024-04-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.113,True,Calibration check overdue by 11 days for press-line transducer.
-30244,2024-04-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.835,False,Hydraulic line pressure oscillation detected under load.
-30245,2024-04-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.325,False,Hydraulic line pressure oscillation detected under load.
-30246,2024-04-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.852,False,Quality team requested trace review for lot 24-118B.
-30247,2024-04-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.641,True,Pressure line purge completed before restart authorization.
-30248,2024-04-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.155,False,Air handler maintenance reduced humidity variance on finishing line.
-30249,2024-04-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Machine idle period extended during planned sanitation window.
-30250,2024-04-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.958,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30251,2024-04-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.811,True,Humidity climbed during dock-door open period in afternoon shift.
-30252,2024-04-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.514,False,Temperature remained elevated during unscheduled overtime run.
-30253,2024-04-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.702,False,Sensor heartbeat delayed by one interval after gateway retry.
-30254,2024-04-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.098,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30255,2024-04-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.199,True,Coolant loop adjustment reduced chamber temperature spread.
-30256,2024-04-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.952,False,Warning threshold updated for pilot predictive-maintenance model.
-30257,2024-04-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.732,False,Operator reported intermittent chatter on machine CNC-04.
-30258,2024-04-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.945,False,SCADA backfill inserted two delayed telemetry points.
-30259,2024-04-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.054,True,Edge collector replayed buffered events after network recovery.
-30260,2024-04-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.316,False,Humidity readings track seasonal rise across late spring.
-30261,2024-04-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.087,False,Shift handoff note referenced unusual noise near press enclosure.
-30262,2024-04-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.551,False,Maintenance note logged for coupling imbalance inspection.
-30263,2024-04-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.705,True,Operator reset acknowledged after red-tag inspection.
-30264,2024-04-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.34,False,Quality team requested trace review for lot 24-118B.
-30265,2024-04-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.859,False,Humidity climbed during dock-door open period in afternoon shift.
-30266,2024-04-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.151,False,Thermal ramp exceeded expected warmup curve before shift start.
-30267,2024-04-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.264,True,Hydraulic line pressure oscillation detected under load.
-30268,2024-04-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,58.196,False,Sensor signal clipping observed during startup surge.
-30269,2024-04-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.465,False,Machine idle period extended during planned sanitation window.
-30270,2024-04-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.371,False,Calibration check overdue by 11 days for press-line transducer.
-30271,2024-04-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.805,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30272,2024-04-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.291,False,Unbalanced load introduced cyclical pressure ripple.
-30273,2024-04-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.636,False,Transient outlier matched forklift impact near cabinet wall.
-30274,2024-04-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.163,False,Operator reported intermittent chatter on machine CNC-04.
-30275,2024-04-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.358,True,Heat-treat furnace door cycling increased localized temperature spikes.
-30276,2024-04-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.051,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30277,2024-04-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.217,False,Telemetry quality flag downgraded during sensor self-test window.
-30278,2024-04-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.608,False,Operator reported intermittent chatter on machine CNC-04.
-30279,2024-04-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.921,True,Maintenance crew confirmed lubrication interval was missed.
-30280,2024-04-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.13,False,Night shift startup produced higher than normal vibration floor.
-30281,2024-04-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.676,False,Bearing temperature rising faster than baseline on spindle cell.
-30282,2024-04-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.69,False,Calibration check overdue by 11 days for press-line transducer.
-30283,2024-04-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.26,True,Thermal ramp exceeded expected warmup curve before shift start.
-30284,2024-04-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.64,False,Edge collector replayed buffered events after network recovery.
-30285,2024-04-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.563,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30286,2024-04-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.718,False,Sensor enclosure opened for manual calibration verification.
-30287,2024-04-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.026,True,Maintenance crew confirmed lubrication interval was missed.
-30288,2024-04-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.442,False,Sensor signal clipping observed during startup surge.
-30289,2024-04-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.596,False,Sensor 3 drift suspected after cross-check with manual gauge.
-30290,2024-04-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.602,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30291,2024-04-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.3,True,Short-lived packet loss observed at edge gateway gw-02.
-30292,2024-04-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.944,False,Condensation warning cleared after dehumidifier ramp-up.
-30293,2024-04-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.519,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30294,2024-04-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.515,False,Temperature variance narrowed after coolant nozzle cleaning.
-30295,2024-04-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.335,True,Press cycle dwell time lengthened during high-volume batch.
-30296,2024-04-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.896,False,Humidity baseline improved after seal replacement.
-30297,2024-04-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.034,False,Warning threshold updated for pilot predictive-maintenance model.
-30298,2024-04-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.479,False,Condensation warning cleared after dehumidifier ramp-up.
-30299,2024-04-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.931,True,Temporary gateway failover completed without data loss.
-30300,2024-04-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.035,False,Shift handoff note referenced unusual noise near press enclosure.
-30301,2024-04-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.306,False,Dust extraction fan offline for 18 minutes on line finishing.
-30302,2024-04-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.924,False,Shift handoff note referenced unusual noise near press enclosure.
-30303,2024-04-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.163,True,Sensor 3 drift suspected after cross-check with manual gauge.
-30304,2024-04-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.168,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30305,2024-04-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.192,False,Unbalanced load introduced cyclical pressure ripple.
-30306,2024-04-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.976,False,Sensor heartbeat delayed by one interval after gateway retry.
-30307,2024-04-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.82,True,Pressure peak corresponds to oversized billet batch processing.
-30308,2024-04-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.534,False,Humidity excursion near finishing booth during coating run.
-30309,2024-04-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.947,False,Night shift startup produced higher than normal vibration floor.
-30310,2024-04-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.218,False,Sensor signal clipping observed during startup surge.
-30311,2024-04-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.365,True,Sensor signal clipping observed during startup surge.
-30312,2024-04-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.925,False,Maintenance crew confirmed lubrication interval was missed.
-30313,2024-04-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.801,False,Humidity excursion near finishing booth during coating run.
-30314,2024-04-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.881,False,Humidity baseline improved after seal replacement.
-30315,2024-04-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.968,True,Shift handoff note referenced unusual noise near press enclosure.
-30316,2024-04-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.787,False,Thermal overshoot event coincided with recipe change on furnace.
-30317,2024-04-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.616,False,Pressure line purge completed before restart authorization.
-30318,2024-04-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.22,False,Pressure peak corresponds to oversized billet batch processing.
-30319,2024-04-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.116,True,Unbalanced load introduced cyclical pressure ripple.
-30320,2024-04-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.572,False,Vibration harmonics broadened during extended production run.
-30321,2024-04-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.166,False,Transient outlier matched forklift impact near cabinet wall.
-30322,2024-04-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.434,False,Thermal overshoot event coincided with recipe change on furnace.
-30323,2024-04-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.404,True,Shift handoff note referenced unusual noise near press enclosure.
-30324,2024-04-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.486,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30325,2024-04-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.737,False,Calibration check overdue by 11 days for press-line transducer.
-30326,2024-04-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.382,False,Humidity climbed during dock-door open period in afternoon shift.
-30327,2024-04-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.972,True,Condensation warning cleared after dehumidifier ramp-up.
-30328,2024-04-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.022,False,Transient outlier matched forklift impact near cabinet wall.
-30329,2024-04-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.35,False,Edge collector replayed buffered events after network recovery.
-30330,2024-04-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.903,False,Maintenance note logged for coupling imbalance inspection.
-30331,2024-04-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.664,True,Air handler maintenance reduced humidity variance on finishing line.
-30332,2024-04-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.048,False,Thermal ramp exceeded expected warmup curve before shift start.
-30333,2024-04-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.26,False,Telemetry quality flag downgraded during sensor self-test window.
-30334,2024-04-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.19,False,Quality team requested trace review for lot 24-118B.
-30335,2024-04-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.914,True,Hydraulic line pressure oscillation detected under load.
-30336,2024-04-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.064,False,Maintenance scheduler deferred calibration due to spare shortage.
-30337,2024-04-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Sensor enclosure opened for manual calibration verification.
-30338,2024-04-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.194,False,Humidity readings track seasonal rise across late spring.
-30339,2024-04-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.831,True,Humidity readings track seasonal rise across late spring.
-30340,2024-04-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.195,False,Condensation warning cleared after dehumidifier ramp-up.
-30341,2024-04-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.621,False,Vibration harmonics broadened during extended production run.
-30342,2024-04-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.327,False,Hydraulic line pressure oscillation detected under load.
-30343,2024-04-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.889,True,Machine idle period extended during planned sanitation window.
-30344,2024-04-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.532,False,Unbalanced load introduced cyclical pressure ripple.
-30345,2024-04-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.542,False,Thermal ramp exceeded expected warmup curve before shift start.
-30346,2024-04-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.082,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30347,2024-04-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.153,True,Quality team requested trace review for lot 24-118B.
-30348,2024-04-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,32.915,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30349,2024-04-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.92,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30350,2024-04-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.051,False,Hydraulic line pressure oscillation detected under load.
-30351,2024-04-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.458,True,Night shift startup produced higher than normal vibration floor.
-30352,2024-04-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.413,False,Pressure peak corresponds to oversized billet batch processing.
-30353,2024-04-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Warning threshold updated for pilot predictive-maintenance model.
-30354,2024-04-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.656,False,Thermal ramp exceeded expected warmup curve before shift start.
-30355,2024-04-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.651,True,Air handler maintenance reduced humidity variance on finishing line.
-30356,2024-04-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.849,False,Temperature variance narrowed after coolant nozzle cleaning.
-30357,2024-04-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.571,False,Air handler maintenance reduced humidity variance on finishing line.
-30358,2024-04-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.793,False,Sensor enclosure opened for manual calibration verification.
-30359,2024-04-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.275,True,Calibration check overdue by 11 days for press-line transducer.
-30360,2024-04-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.77,False,Pressure settled back to nominal after valve reseat.
-30361,2024-04-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.613,False,Humidity climbed during dock-door open period in afternoon shift.
-30362,2024-04-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.504,False,Humidity readings track seasonal rise across late spring.
-30363,2024-04-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.293,True,Calibration check overdue by 11 days for press-line transducer.
-30364,2024-04-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.863,False,Air handler maintenance reduced humidity variance on finishing line.
-30365,2024-04-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.677,False,Humidity excursion near finishing booth during coating run.
-30366,2024-04-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.889,False,Machine throughput increase drove sustained pressure uplift.
-30367,2024-04-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.583,True,Warning threshold updated for pilot predictive-maintenance model.
-30368,2024-04-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.301,False,Humidity excursion near finishing booth during coating run.
-30369,2024-04-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.166,False,Pressure settled back to nominal after valve reseat.
-30370,2024-04-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.848,False,Air handler maintenance reduced humidity variance on finishing line.
-30371,2024-04-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.704,True,Humidity readings track seasonal rise across late spring.
-30372,2024-04-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.576,False,Humidity excursion near finishing booth during coating run.
-30373,2024-04-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Temporary gateway failover completed without data loss.
-30374,2024-04-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.369,False,Hydraulic line pressure oscillation detected under load.
-30375,2024-04-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.682,True,Machine throughput increase drove sustained pressure uplift.
-30376,2024-04-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.976,False,Coolant loop adjustment reduced chamber temperature spread.
-30377,2024-04-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Sensor signal clipping observed during startup surge.
-30378,2024-04-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.361,False,Operator reported intermittent chatter on machine CNC-04.
-30379,2024-04-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.542,True,Maintenance note logged for coupling imbalance inspection.
-30380,2024-04-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.919,False,Humidity climbed during dock-door open period in afternoon shift.
-30381,2024-04-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.204,False,Machine idle period extended during planned sanitation window.
-30382,2024-04-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.222,False,Temperature variance narrowed after coolant nozzle cleaning.
-30383,2024-04-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.28,True,Pressure settled back to nominal after valve reseat.
-30384,2024-04-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.682,False,Edge collector replayed buffered events after network recovery.
-30385,2024-04-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.803,False,Anomaly review flagged possible bearing wear progression.
-30386,2024-04-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.53,False,Quality team requested trace review for lot 24-118B.
-30387,2024-04-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.822,True,Reliability engineer tagged sample window for model retraining.
-30388,2024-04-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.908,False,Supervisory alert generated after three consecutive threshold breaches.
-30389,2024-04-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.171,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30390,2024-04-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.579,False,Edge collector replayed buffered events after network recovery.
-30391,2024-04-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.997,True,Coolant loop adjustment reduced chamber temperature spread.
-30392,2024-04-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.275,False,Transient outlier matched forklift impact near cabinet wall.
-30393,2024-04-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.069,False,Pressure peak corresponds to oversized billet batch processing.
-30394,2024-04-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.885,False,Operator reset acknowledged after red-tag inspection.
-30395,2024-04-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.104,True,Edge collector replayed buffered events after network recovery.
-30396,2024-04-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.673,False,Sensor signal clipping observed during startup surge.
-30397,2024-04-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.235,False,Supervisory alert generated after three consecutive threshold breaches.
-30398,2024-04-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.346,False,Short-lived packet loss observed at edge gateway gw-02.
-30399,2024-04-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.736,True,SCADA backfill inserted two delayed telemetry points.
-30400,2024-04-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.905,False,Sensor enclosure opened for manual calibration verification.
-30401,2024-04-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.309,False,Humidity baseline improved after seal replacement.
-30402,2024-04-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.006,False,Unbalanced load introduced cyclical pressure ripple.
-30403,2024-04-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.178,True,Quality hold reduced finishing booth activity for one shift.
-30404,2024-04-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.187,False,Sensor signal clipping observed during startup surge.
-30405,2024-04-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.23,False,Maintenance note logged for coupling imbalance inspection.
-30406,2024-04-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.36,False,Sensor enclosure opened for manual calibration verification.
-30407,2024-04-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.136,True,Bearing temperature rising faster than baseline on spindle cell.
-30408,2024-04-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.873,False,Bearing temperature rising faster than baseline on spindle cell.
-30409,2024-04-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.981,False,Condensation warning cleared after dehumidifier ramp-up.
-30410,2024-04-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.853,False,Air handler maintenance reduced humidity variance on finishing line.
-30411,2024-04-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.35,True,Humidity readings track seasonal rise across late spring.
-30412,2024-04-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.129,False,Night shift startup produced higher than normal vibration floor.
-30413,2024-04-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.186,False,Humidity climbed during dock-door open period in afternoon shift.
-30414,2024-04-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.108,False,Temporary gateway failover completed without data loss.
-30415,2024-04-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.052,True,Operator reset acknowledged after red-tag inspection.
-30416,2024-04-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.944,False,Quality team requested trace review for lot 24-118B.
-30417,2024-04-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.342,False,Transient outlier matched forklift impact near cabinet wall.
-30418,2024-04-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.995,False,SCADA backfill inserted two delayed telemetry points.
-30419,2024-04-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.972,True,Press cycle dwell time lengthened during high-volume batch.
-30420,2024-04-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.159,False,Warning threshold updated for pilot predictive-maintenance model.
-30421,2024-04-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.665,False,Coolant loop adjustment reduced chamber temperature spread.
-30422,2024-04-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.304,False,Maintenance crew confirmed lubrication interval was missed.
-30423,2024-04-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.719,True,SCADA backfill inserted two delayed telemetry points.
-30424,2024-04-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.719,False,Humidity baseline improved after seal replacement.
-30425,2024-04-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.691,False,Machine idle period extended during planned sanitation window.
-30426,2024-04-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.001,False,Telemetry quality flag downgraded during sensor self-test window.
-30427,2024-04-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.328,True,Calibration check overdue by 11 days for press-line transducer.
-30428,2024-04-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.713,False,Hydraulic line pressure oscillation detected under load.
-30429,2024-04-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.177,False,Dust extraction fan offline for 18 minutes on line finishing.
-30430,2024-04-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.881,False,Vibration burst exceeds envelope during tool change cycle.
-30431,2024-04-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.408,True,Operator reset acknowledged after red-tag inspection.
-30432,2024-04-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.831,False,Warning threshold updated for pilot predictive-maintenance model.
-30433,2024-04-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.419,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30434,2024-04-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.683,False,Vibration burst exceeds envelope during tool change cycle.
-30435,2024-04-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.372,True,Machine idle period extended during planned sanitation window.
-30436,2024-04-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.496,False,Machine idle period extended during planned sanitation window.
-30437,2024-04-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.102,False,Humidity climbed during dock-door open period in afternoon shift.
-30438,2024-04-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.0,False,Dust extraction fan offline for 18 minutes on line finishing.
-30439,2024-04-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.163,True,Operator reset acknowledged after red-tag inspection.
-30440,2024-04-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.192,False,Maintenance crew confirmed lubrication interval was missed.
-30441,2024-04-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.18,False,Vibration harmonics broadened during extended production run.
-30442,2024-04-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.696,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30443,2024-04-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.333,True,Humidity climbed during dock-door open period in afternoon shift.
-30444,2024-04-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.838,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30445,2024-04-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.664,False,Quality team requested trace review for lot 24-118B.
-30446,2024-04-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.175,False,Transient outlier matched forklift impact near cabinet wall.
-30447,2024-04-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.318,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30448,2024-04-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.424,False,Bearing temperature rising faster than baseline on spindle cell.
-30449,2024-04-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.552,False,Transient outlier matched forklift impact near cabinet wall.
-30450,2024-04-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.522,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30451,2024-04-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.144,True,Hydraulic line pressure oscillation detected under load.
-30452,2024-04-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.569,False,Condensation warning cleared after dehumidifier ramp-up.
-30453,2024-04-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30454,2024-04-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.698,False,Short-lived packet loss observed at edge gateway gw-02.
-30455,2024-04-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.121,True,Unbalanced load introduced cyclical pressure ripple.
-30456,2024-04-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.309,False,Pressure line purge completed before restart authorization.
-30457,2024-04-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Sensor heartbeat delayed by one interval after gateway retry.
-30458,2024-04-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.004,False,Sensor signal clipping observed during startup surge.
-30459,2024-04-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.12,True,Humidity baseline improved after seal replacement.
-30460,2024-04-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.269,False,Anomaly review flagged possible bearing wear progression.
-30461,2024-04-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.819,False,Packaging line stop reduced adjacent vibration background.
-30462,2024-04-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.365,False,Dust extraction fan offline for 18 minutes on line finishing.
-30463,2024-04-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.376,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30464,2024-04-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.764,False,Sensor enclosure opened for manual calibration verification.
-30465,2024-04-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.087,False,Machine idle period extended during planned sanitation window.
-30466,2024-04-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.299,False,Coolant loop adjustment reduced chamber temperature spread.
-30467,2024-04-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.0,True,Machine throughput increase drove sustained pressure uplift.
-30468,2024-04-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.432,False,Temperature variance narrowed after coolant nozzle cleaning.
-30469,2024-04-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.016,False,Reliability engineer tagged sample window for model retraining.
-30470,2024-04-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.236,False,Operator reset acknowledged after red-tag inspection.
-30471,2024-04-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.723,True,Maintenance scheduler deferred calibration due to spare shortage.
-30472,2024-04-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.971,False,Shift handoff note referenced unusual noise near press enclosure.
-30473,2024-04-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Temperature remained elevated during unscheduled overtime run.
-30474,2024-04-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.514,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30475,2024-04-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.513,True,Night shift startup produced higher than normal vibration floor.
-30476,2024-04-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.888,False,Pressure line purge completed before restart authorization.
-30477,2024-04-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.468,False,Temporary gateway failover completed without data loss.
-30478,2024-04-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.863,False,Maintenance note logged for coupling imbalance inspection.
-30479,2024-04-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.877,True,Supervisory alert generated after three consecutive threshold breaches.
-30480,2024-04-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.707,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30481,2024-04-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.511,False,Humidity baseline improved after seal replacement.
-30482,2024-04-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.925,False,Sensor signal clipping observed during startup surge.
-30483,2024-04-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.091,True,Operator reported intermittent chatter on machine CNC-04.
-30484,2024-04-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.135,False,Thermal overshoot event coincided with recipe change on furnace.
-30485,2024-04-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.479,False,Humidity excursion near finishing booth during coating run.
-30486,2024-04-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.419,False,Sensor battery health remains nominal after firmware update.
-30487,2024-04-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.621,True,Reliability engineer tagged sample window for model retraining.
-30488,2024-04-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.401,False,Warning threshold updated for pilot predictive-maintenance model.
-30489,2024-04-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Sensor heartbeat delayed by one interval after gateway retry.
-30490,2024-04-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.975,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30491,2024-04-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.505,True,Maintenance crew confirmed lubrication interval was missed.
-30492,2024-04-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.48,False,Pressure settled back to nominal after valve reseat.
-30493,2024-04-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.456,False,Humidity excursion near finishing booth during coating run.
-30494,2024-04-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.275,False,Dust extraction fan offline for 18 minutes on line finishing.
-30495,2024-04-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.337,True,Machine idle period extended during planned sanitation window.
-30496,2024-04-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.943,False,Hydraulic line pressure oscillation detected under load.
-30497,2024-04-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.906,False,Night shift startup produced higher than normal vibration floor.
-30498,2024-04-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.259,False,Sensor signal clipping observed during startup surge.
-30499,2024-04-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.541,True,Maintenance note logged for coupling imbalance inspection.
-30500,2024-04-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.66,False,Coolant loop adjustment reduced chamber temperature spread.
-30501,2024-04-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.791,False,Machine idle period extended during planned sanitation window.
-30502,2024-04-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.752,False,Supervisory alert generated after three consecutive threshold breaches.
-30503,2024-04-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.568,True,Pressure settled back to nominal after valve reseat.
-30504,2024-04-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.468,False,Pressure peak corresponds to oversized billet batch processing.
-30505,2024-04-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.419,False,Maintenance note logged for coupling imbalance inspection.
-30506,2024-04-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.806,False,Sensor signal clipping observed during startup surge.
-30507,2024-04-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.885,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30508,2024-04-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.778,False,Temporary gateway failover completed without data loss.
-30509,2024-04-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.722,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30510,2024-04-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.232,False,Machine throughput increase drove sustained pressure uplift.
-30511,2024-04-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.805,True,Air handler maintenance reduced humidity variance on finishing line.
-30512,2024-04-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.374,False,Pressure peak corresponds to oversized billet batch processing.
-30513,2024-04-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Machine throughput increase drove sustained pressure uplift.
-30514,2024-04-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.012,False,Temperature variance narrowed after coolant nozzle cleaning.
-30515,2024-04-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.281,True,Ambient temperature stabilized after HVAC stage-two engagement.
-30516,2024-04-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.978,False,Vibration baseline recovered after tool holder replacement.
-30517,2024-04-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.786,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30518,2024-04-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.111,False,Press cycle dwell time lengthened during high-volume batch.
-30519,2024-04-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.781,True,Air handler maintenance reduced humidity variance on finishing line.
-30520,2024-04-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.134,False,Quality hold reduced finishing booth activity for one shift.
-30521,2024-04-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.572,False,Machine idle period extended during planned sanitation window.
-30522,2024-04-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.991,False,Sensor enclosure opened for manual calibration verification.
-30523,2024-04-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.132,True,Vibration burst exceeds envelope during tool change cycle.
-30524,2024-04-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.457,False,Temperature remained elevated during unscheduled overtime run.
-30525,2024-04-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.9,False,Condensation warning cleared after dehumidifier ramp-up.
-30526,2024-04-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.603,False,Press cycle dwell time lengthened during high-volume batch.
-30527,2024-04-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.908,True,Condensation warning cleared after dehumidifier ramp-up.
-30528,2024-04-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.857,False,Quality hold reduced finishing booth activity for one shift.
-30529,2024-04-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.764,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30530,2024-04-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.223,False,Maintenance crew confirmed lubrication interval was missed.
-30531,2024-04-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.94,True,Maintenance crew confirmed lubrication interval was missed.
-30532,2024-04-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.646,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30533,2024-04-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.5,False,Humidity readings track seasonal rise across late spring.
-30534,2024-04-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.249,False,Thermal overshoot event coincided with recipe change on furnace.
-30535,2024-04-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.79,True,Sensor enclosure opened for manual calibration verification.
-30536,2024-04-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.896,False,Machine idle period extended during planned sanitation window.
-30537,2024-04-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.525,False,Night shift startup produced higher than normal vibration floor.
-30538,2024-04-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.766,False,Air handler maintenance reduced humidity variance on finishing line.
-30539,2024-04-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.028,True,Coolant loop adjustment reduced chamber temperature spread.
-30540,2024-04-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.657,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30541,2024-04-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.784,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30542,2024-04-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.34,False,Machine throughput increase drove sustained pressure uplift.
-30543,2024-04-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.501,True,Vibration harmonics broadened during extended production run.
-30544,2024-04-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.598,False,Vibration harmonics broadened during extended production run.
-30545,2024-04-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.221,False,Hydraulic line pressure oscillation detected under load.
-30546,2024-04-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.605,False,Operator reset acknowledged after red-tag inspection.
-30547,2024-04-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.463,True,Temperature remained elevated during unscheduled overtime run.
-30548,2024-04-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.813,False,Vibration burst exceeds envelope during tool change cycle.
-30549,2024-04-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.082,False,Pressure settled back to nominal after valve reseat.
-30550,2024-04-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.442,False,Sensor battery health remains nominal after firmware update.
-30551,2024-04-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.454,True,Humidity baseline improved after seal replacement.
-30552,2024-04-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.774,False,Maintenance note logged for coupling imbalance inspection.
-30553,2024-04-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.453,False,Supervisory alert generated after three consecutive threshold breaches.
-30554,2024-04-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.285,False,Shift handoff note referenced unusual noise near press enclosure.
-30555,2024-04-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.995,True,Thermal ramp exceeded expected warmup curve before shift start.
-30556,2024-04-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.997,False,Sensor signal clipping observed during startup surge.
-30557,2024-04-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.006,False,Machine throughput increase drove sustained pressure uplift.
-30558,2024-04-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.357,False,Humidity baseline improved after seal replacement.
-30559,2024-04-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.792,True,Humidity baseline improved after seal replacement.
-30560,2024-04-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.692,False,Packaging line stop reduced adjacent vibration background.
-30561,2024-04-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.728,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30562,2024-04-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.921,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30563,2024-04-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.005,True,SCADA backfill inserted two delayed telemetry points.
-30564,2024-04-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.544,False,Edge collector replayed buffered events after network recovery.
-30565,2024-04-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.632,False,Shift handoff note referenced unusual noise near press enclosure.
-30566,2024-04-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.06,False,Vibration baseline recovered after tool holder replacement.
-30567,2024-04-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.207,True,Pressure line purge completed before restart authorization.
-30568,2024-04-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.34,False,Bearing temperature rising faster than baseline on spindle cell.
-30569,2024-04-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.646,False,Sensor battery health remains nominal after firmware update.
-30570,2024-04-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.859,False,Air handler maintenance reduced humidity variance on finishing line.
-30571,2024-04-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.738,True,Reliability engineer tagged sample window for model retraining.
-30572,2024-04-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.631,False,Shift handoff note referenced unusual noise near press enclosure.
-30573,2024-04-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.635,False,Vibration harmonics broadened during extended production run.
-30574,2024-04-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.989,False,Humidity excursion near finishing booth during coating run.
-30575,2024-04-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.493,True,Reliability engineer tagged sample window for model retraining.
-30576,2024-04-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.124,False,Pressure settled back to nominal after valve reseat.
-30577,2024-04-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.052,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30578,2024-04-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.718,False,Operator reported intermittent chatter on machine CNC-04.
-30579,2024-04-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.751,True,Anomaly review flagged possible bearing wear progression.
-30580,2024-04-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.908,False,Transient outlier matched forklift impact near cabinet wall.
-30581,2024-04-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.705,False,Humidity excursion near finishing booth during coating run.
-30582,2024-04-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.37,False,Reliability engineer tagged sample window for model retraining.
-30583,2024-04-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.757,True,Machine throughput increase drove sustained pressure uplift.
-30584,2024-04-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.93,False,Bearing temperature rising faster than baseline on spindle cell.
-30585,2024-04-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.133,False,Humidity climbed during dock-door open period in afternoon shift.
-30586,2024-04-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.586,False,Sensor 3 drift suspected after cross-check with manual gauge.
-30587,2024-04-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.373,True,Telemetry quality flag downgraded during sensor self-test window.
-30588,2024-04-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.787,False,Operator reported intermittent chatter on machine CNC-04.
-30589,2024-04-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.918,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30590,2024-04-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.589,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30591,2024-04-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.712,True,Vibration baseline recovered after tool holder replacement.
-30592,2024-04-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.922,False,Vibration harmonics broadened during extended production run.
-30593,2024-04-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.702,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30594,2024-04-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.057,False,Unbalanced load introduced cyclical pressure ripple.
-30595,2024-04-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.013,True,Operator reported intermittent chatter on machine CNC-04.
-30596,2024-04-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.701,False,Temperature variance narrowed after coolant nozzle cleaning.
-30597,2024-04-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.382,False,Quality hold reduced finishing booth activity for one shift.
-30598,2024-04-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.051,False,Maintenance note logged for coupling imbalance inspection.
-30599,2024-04-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.257,True,Vibration burst exceeds envelope during tool change cycle.
-30600,2024-04-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.762,False,Telemetry quality flag downgraded during sensor self-test window.
-30601,2024-04-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.126,False,Temporary gateway failover completed without data loss.
-30602,2024-04-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.548,False,Reliability engineer tagged sample window for model retraining.
-30603,2024-04-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.851,True,Thermal overshoot event coincided with recipe change on furnace.
-30604,2024-04-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.433,False,Quality team requested trace review for lot 24-118B.
-30605,2024-04-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.321,False,Thermal ramp exceeded expected warmup curve before shift start.
-30606,2024-04-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.888,False,SCADA backfill inserted two delayed telemetry points.
-30607,2024-04-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.022,True,SCADA backfill inserted two delayed telemetry points.
-30608,2024-04-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.5,False,Transient outlier matched forklift impact near cabinet wall.
-30609,2024-04-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.32,False,Sensor battery health remains nominal after firmware update.
-30610,2024-04-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.123,False,Humidity baseline improved after seal replacement.
-30611,2024-04-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.306,True,Night shift startup produced higher than normal vibration floor.
-30612,2024-04-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.578,False,Pressure peak corresponds to oversized billet batch processing.
-30613,2024-04-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.357,False,Thermal ramp exceeded expected warmup curve before shift start.
-30614,2024-04-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.715,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30615,2024-04-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.858,True,Reliability engineer tagged sample window for model retraining.
-30616,2024-04-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.697,False,Quality hold reduced finishing booth activity for one shift.
-30617,2024-04-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.246,False,Humidity readings track seasonal rise across late spring.
-30618,2024-04-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.67,False,Dust extraction fan offline for 18 minutes on line finishing.
-30619,2024-04-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.056,True,Shift handoff note referenced unusual noise near press enclosure.
-30620,2024-04-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.759,False,Vibration baseline recovered after tool holder replacement.
-30621,2024-04-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.747,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30622,2024-04-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.388,False,Sensor 3 drift suspected after cross-check with manual gauge.
-30623,2024-04-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.93,True,Supervisory alert generated after three consecutive threshold breaches.
-30624,2024-04-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.238,False,Temperature variance narrowed after coolant nozzle cleaning.
-30625,2024-04-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Machine throughput increase drove sustained pressure uplift.
-30626,2024-04-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.703,False,Sensor heartbeat delayed by one interval after gateway retry.
-30627,2024-04-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.948,True,Pressure line purge completed before restart authorization.
-30628,2024-04-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.817,False,Temperature variance narrowed after coolant nozzle cleaning.
-30629,2024-04-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.014,False,SCADA backfill inserted two delayed telemetry points.
-30630,2024-04-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.229,False,Maintenance scheduler deferred calibration due to spare shortage.
-30631,2024-04-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.036,True,Warning threshold updated for pilot predictive-maintenance model.
-30632,2024-04-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.184,False,Pressure line purge completed before restart authorization.
-30633,2024-04-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.893,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30634,2024-04-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.169,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30635,2024-04-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.708,True,Reliability engineer tagged sample window for model retraining.
-30636,2024-04-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.253,False,Humidity baseline improved after seal replacement.
-30637,2024-04-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.377,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30638,2024-04-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.91,False,Press cycle dwell time lengthened during high-volume batch.
-30639,2024-04-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.543,True,Ambient temperature stabilized after HVAC stage-two engagement.
-30640,2024-04-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.179,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30641,2024-04-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.042,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30642,2024-04-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.715,False,Bearing temperature rising faster than baseline on spindle cell.
-30643,2024-04-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.349,True,Maintenance scheduler deferred calibration due to spare shortage.
-30644,2024-04-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.782,False,Pressure peak corresponds to oversized billet batch processing.
-30645,2024-04-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.348,False,Temporary gateway failover completed without data loss.
-30646,2024-04-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.764,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30647,2024-04-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.329,True,Humidity readings track seasonal rise across late spring.
-30648,2024-04-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.663,False,Short-lived packet loss observed at edge gateway gw-02.
-30649,2024-04-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Sensor heartbeat delayed by one interval after gateway retry.
-30650,2024-04-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.261,False,Hydraulic line pressure oscillation detected under load.
-30651,2024-04-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.303,True,Sensor enclosure opened for manual calibration verification.
-30652,2024-04-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.528,False,Humidity excursion near finishing booth during coating run.
-30653,2024-04-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.584,False,Vibration harmonics broadened during extended production run.
-30654,2024-04-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.36,False,Thermal overshoot event coincided with recipe change on furnace.
-30655,2024-04-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.936,True,Vibration harmonics broadened during extended production run.
-30656,2024-04-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.592,False,Air handler maintenance reduced humidity variance on finishing line.
-30657,2024-04-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.35,False,Temporary gateway failover completed without data loss.
-30658,2024-04-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.512,False,SCADA backfill inserted two delayed telemetry points.
-30659,2024-04-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.545,True,Quality team requested trace review for lot 24-118B.
-30660,2024-04-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.188,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30661,2024-04-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.241,False,Thermal ramp exceeded expected warmup curve before shift start.
-30662,2024-04-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.405,False,Dust extraction fan offline for 18 minutes on line finishing.
-30663,2024-04-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.625,True,Operator reported intermittent chatter on machine CNC-04.
-30664,2024-04-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.305,False,Sensor heartbeat delayed by one interval after gateway retry.
-30665,2024-04-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.895,False,Humidity excursion near finishing booth during coating run.
-30666,2024-04-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.049,False,Bearing temperature rising faster than baseline on spindle cell.
-30667,2024-04-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.408,True,Reliability engineer tagged sample window for model retraining.
-30668,2024-04-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.757,False,Temperature remained elevated during unscheduled overtime run.
-30669,2024-04-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.719,False,Vibration burst exceeds envelope during tool change cycle.
-30670,2024-04-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.725,False,Calibration check overdue by 11 days for press-line transducer.
-30671,2024-04-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.151,True,Sensor battery health remains nominal after firmware update.
-30672,2024-04-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.221,False,Shift handoff note referenced unusual noise near press enclosure.
-30673,2024-04-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.709,False,Machine idle period extended during planned sanitation window.
-30674,2024-04-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.304,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30675,2024-04-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.893,True,Sensor battery health remains nominal after firmware update.
-30676,2024-04-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.688,False,Humidity baseline improved after seal replacement.
-30677,2024-04-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.702,False,Temperature variance narrowed after coolant nozzle cleaning.
-30678,2024-04-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.764,False,Sensor heartbeat delayed by one interval after gateway retry.
-30679,2024-04-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.012,True,Sensor 3 drift suspected after cross-check with manual gauge.
-30680,2024-04-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.963,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30681,2024-04-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.512,False,Pressure peak corresponds to oversized billet batch processing.
-30682,2024-04-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.32,False,Quality team requested trace review for lot 24-118B.
-30683,2024-04-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.091,True,Sensor heartbeat delayed by one interval after gateway retry.
-30684,2024-04-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.356,False,Reliability engineer tagged sample window for model retraining.
-30685,2024-04-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.642,False,Sensor heartbeat delayed by one interval after gateway retry.
-30686,2024-04-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.096,False,Vibration harmonics broadened during extended production run.
-30687,2024-04-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.074,True,Transient outlier matched forklift impact near cabinet wall.
-30688,2024-04-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.272,False,Short-lived packet loss observed at edge gateway gw-02.
-30689,2024-04-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.264,False,Pressure line purge completed before restart authorization.
-30690,2024-04-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.573,False,Pressure peak corresponds to oversized billet batch processing.
-30691,2024-04-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.357,True,Quality team requested trace review for lot 24-118B.
-30692,2024-04-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.9,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30693,2024-04-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.118,False,Temperature remained elevated during unscheduled overtime run.
-30694,2024-04-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.117,False,Night shift startup produced higher than normal vibration floor.
-30695,2024-04-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.489,True,Bearing temperature rising faster than baseline on spindle cell.
-30696,2024-04-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.702,False,Pressure settled back to nominal after valve reseat.
-30697,2024-04-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,4.303,False,Humidity climbed during dock-door open period in afternoon shift.
-30698,2024-04-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.12,False,Supervisory alert generated after three consecutive threshold breaches.
-30699,2024-04-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.787,True,Maintenance note logged for coupling imbalance inspection.
-30700,2024-04-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.108,False,Vibration baseline recovered after tool holder replacement.
-30701,2024-04-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.589,False,Warning threshold updated for pilot predictive-maintenance model.
-30702,2024-04-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.277,False,Short-lived packet loss observed at edge gateway gw-02.
-30703,2024-04-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.814,True,Sensor enclosure opened for manual calibration verification.
-30704,2024-04-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.212,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30705,2024-04-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.35,False,SCADA backfill inserted two delayed telemetry points.
-30706,2024-04-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.486,False,Pressure settled back to nominal after valve reseat.
-30707,2024-04-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.374,True,Reliability engineer tagged sample window for model retraining.
-30708,2024-04-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.388,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30709,2024-04-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.306,False,Humidity excursion near finishing booth during coating run.
-30710,2024-04-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.998,False,Reliability engineer tagged sample window for model retraining.
-30711,2024-04-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.855,True,Short-lived packet loss observed at edge gateway gw-02.
-30712,2024-04-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.279,False,Short-lived packet loss observed at edge gateway gw-02.
-30713,2024-04-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.355,False,Humidity excursion near finishing booth during coating run.
-30714,2024-04-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.364,False,Warning threshold updated for pilot predictive-maintenance model.
-30715,2024-04-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.406,True,Warning threshold updated for pilot predictive-maintenance model.
-30716,2024-04-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,57.004,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30717,2024-04-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.842,False,Reliability engineer tagged sample window for model retraining.
-30718,2024-04-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.73,False,Shift handoff note referenced unusual noise near press enclosure.
-30719,2024-04-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.995,True,Telemetry quality flag downgraded during sensor self-test window.
-30720,2024-04-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.619,False,Shift handoff note referenced unusual noise near press enclosure.
-30721,2024-04-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.524,False,Packaging line stop reduced adjacent vibration background.
-30722,2024-04-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.105,False,Maintenance crew confirmed lubrication interval was missed.
-30723,2024-04-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.532,True,Pressure settled back to nominal after valve reseat.
-30724,2024-04-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.251,False,Pressure line purge completed before restart authorization.
-30725,2024-04-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30726,2024-04-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.775,False,Machine throughput increase drove sustained pressure uplift.
-30727,2024-04-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.048,True,Vibration baseline recovered after tool holder replacement.
-30728,2024-04-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.094,False,Condensation warning cleared after dehumidifier ramp-up.
-30729,2024-04-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.556,False,Vibration baseline recovered after tool holder replacement.
-30730,2024-04-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.719,False,Coolant loop adjustment reduced chamber temperature spread.
-30731,2024-04-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.812,True,Humidity excursion near finishing booth during coating run.
-30732,2024-04-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.455,False,Coolant loop adjustment reduced chamber temperature spread.
-30733,2024-04-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.486,False,Quality hold reduced finishing booth activity for one shift.
-30734,2024-04-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.858,False,Night shift startup produced higher than normal vibration floor.
-30735,2024-04-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.854,True,Sensor battery health remains nominal after firmware update.
-30736,2024-04-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,24.461,False,Night shift startup produced higher than normal vibration floor.
-30737,2024-04-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.266,False,Maintenance note logged for coupling imbalance inspection.
-30738,2024-04-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.328,False,Anomaly review flagged possible bearing wear progression.
-30739,2024-04-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.045,True,Sensor enclosure opened for manual calibration verification.
-30740,2024-04-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.32,False,Air handler maintenance reduced humidity variance on finishing line.
-30741,2024-04-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.36,False,Quality team requested trace review for lot 24-118B.
-30742,2024-04-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.271,False,Night shift startup produced higher than normal vibration floor.
-30743,2024-04-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.949,True,Anomaly review flagged possible bearing wear progression.
-30744,2024-04-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.279,False,Thermal overshoot event coincided with recipe change on furnace.
-30745,2024-04-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.271,False,Calibration check overdue by 11 days for press-line transducer.
-30746,2024-04-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.271,False,Reliability engineer tagged sample window for model retraining.
-30747,2024-04-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.864,True,Thermal overshoot event coincided with recipe change on furnace.
-30748,2024-04-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.987,False,Operator reported intermittent chatter on machine CNC-04.
-30749,2024-04-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.718,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30750,2024-04-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.542,False,Vibration baseline recovered after tool holder replacement.
-30751,2024-04-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.297,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-30752,2024-04-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.037,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30753,2024-04-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.495,False,Vibration baseline recovered after tool holder replacement.
-30754,2024-04-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.217,False,Packaging line stop reduced adjacent vibration background.
-30755,2024-04-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.724,True,Press cycle dwell time lengthened during high-volume batch.
-30756,2024-04-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.795,False,Supervisory alert generated after three consecutive threshold breaches.
-30757,2024-04-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.634,False,Pressure settled back to nominal after valve reseat.
-30758,2024-04-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.416,False,Packaging line stop reduced adjacent vibration background.
-30759,2024-04-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.411,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-30760,2024-04-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.35,False,Machine throughput increase drove sustained pressure uplift.
-30761,2024-04-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.422,False,Sensor enclosure opened for manual calibration verification.
-30762,2024-04-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.993,False,Pressure peak corresponds to oversized billet batch processing.
-30763,2024-04-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.829,True,Quality team requested trace review for lot 24-118B.
-30764,2024-04-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.82,False,Quality team requested trace review for lot 24-118B.
-30765,2024-04-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.704,False,Pressure peak corresponds to oversized billet batch processing.
-30766,2024-04-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.572,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30767,2024-04-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.632,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30768,2024-04-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.55,False,Calibration check overdue by 11 days for press-line transducer.
-30769,2024-04-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.067,False,Sensor 3 drift suspected after cross-check with manual gauge.
-30770,2024-04-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.979,False,Maintenance note logged for coupling imbalance inspection.
-30771,2024-04-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.132,True,Vibration burst exceeds envelope during tool change cycle.
-30772,2024-04-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.133,False,Short-lived packet loss observed at edge gateway gw-02.
-30773,2024-04-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.616,False,Operator reset acknowledged after red-tag inspection.
-30774,2024-04-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.164,False,Quality team requested trace review for lot 24-118B.
-30775,2024-04-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.237,True,Sensor battery health remains nominal after firmware update.
-30776,2024-04-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.119,False,Anomaly review flagged possible bearing wear progression.
-30777,2024-04-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.503,False,Vibration burst exceeds envelope during tool change cycle.
-30778,2024-04-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.902,False,Temporary gateway failover completed without data loss.
-30779,2024-04-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.252,True,Humidity excursion near finishing booth during coating run.
-30780,2024-04-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.186,False,Temperature remained elevated during unscheduled overtime run.
-30781,2024-04-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.954,False,Sensor heartbeat delayed by one interval after gateway retry.
-30782,2024-04-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.186,False,Humidity climbed during dock-door open period in afternoon shift.
-30783,2024-04-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.864,True,Heat-treat furnace door cycling increased localized temperature spikes.
-30784,2024-04-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.856,False,Night shift startup produced higher than normal vibration floor.
-30785,2024-04-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.619,False,Maintenance scheduler deferred calibration due to spare shortage.
-30786,2024-04-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.249,False,Reliability engineer tagged sample window for model retraining.
-30787,2024-04-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.14,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-30788,2024-04-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.551,False,Vibration baseline recovered after tool holder replacement.
-30789,2024-04-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.123,False,Operator reported intermittent chatter on machine CNC-04.
-30790,2024-04-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.862,False,Temperature remained elevated during unscheduled overtime run.
-30791,2024-04-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.488,True,Compressed air fluctuation introduced pressure noise for two cycles.
-30792,2024-04-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.839,False,Sensor signal clipping observed during startup surge.
-30793,2024-04-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.532,False,Sensor heartbeat delayed by one interval after gateway retry.
-30794,2024-04-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.206,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30795,2024-04-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.391,True,Short-lived packet loss observed at edge gateway gw-02.
-30796,2024-04-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.543,False,Calibration check overdue by 11 days for press-line transducer.
-30797,2024-04-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.601,False,Pressure line purge completed before restart authorization.
-30798,2024-04-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.212,False,Supervisory alert generated after three consecutive threshold breaches.
-30799,2024-04-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.611,True,Press cycle dwell time lengthened during high-volume batch.
-30800,2024-04-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.226,False,Reliability engineer tagged sample window for model retraining.
-30801,2024-04-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Packaging line stop reduced adjacent vibration background.
-30802,2024-04-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.445,False,Telemetry quality flag downgraded during sensor self-test window.
-30803,2024-04-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.658,True,Edge collector replayed buffered events after network recovery.
-30804,2024-04-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.042,False,Sensor 3 drift suspected after cross-check with manual gauge.
-30805,2024-04-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.472,False,Sensor signal clipping observed during startup surge.
-30806,2024-04-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.965,False,Thermal ramp exceeded expected warmup curve before shift start.
-30807,2024-04-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.445,True,Vibration harmonics broadened during extended production run.
-30808,2024-04-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.593,False,Short-lived packet loss observed at edge gateway gw-02.
-30809,2024-04-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.064,False,Humidity baseline improved after seal replacement.
-30810,2024-04-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.869,False,Maintenance scheduler deferred calibration due to spare shortage.
-30811,2024-04-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.952,True,Temperature variance narrowed after coolant nozzle cleaning.
-30812,2024-04-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.167,False,Anomaly review flagged possible bearing wear progression.
-30813,2024-04-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.432,False,Operator reported intermittent chatter on machine CNC-04.
-30814,2024-04-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.792,False,Humidity readings track seasonal rise across late spring.
-30815,2024-04-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.558,True,Condensation warning cleared after dehumidifier ramp-up.
-30816,2024-04-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.157,False,Short-lived packet loss observed at edge gateway gw-02.
-30817,2024-04-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.315,False,Operator reported intermittent chatter on machine CNC-04.
-30818,2024-04-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.048,False,Thermal ramp exceeded expected warmup curve before shift start.
-30819,2024-04-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.179,True,Maintenance crew confirmed lubrication interval was missed.
-30820,2024-04-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.766,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30821,2024-04-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.545,False,Air handler maintenance reduced humidity variance on finishing line.
-30822,2024-04-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.021,False,Coolant loop adjustment reduced chamber temperature spread.
-30823,2024-04-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.536,True,SCADA backfill inserted two delayed telemetry points.
-30824,2024-04-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.576,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30825,2024-04-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.283,False,Bearing temperature rising faster than baseline on spindle cell.
-30826,2024-04-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.912,False,Telemetry quality flag downgraded during sensor self-test window.
-30827,2024-04-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.903,True,Short-lived packet loss observed at edge gateway gw-02.
-30828,2024-04-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.473,False,Air handler maintenance reduced humidity variance on finishing line.
-30829,2024-04-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.697,False,Machine idle period extended during planned sanitation window.
-30830,2024-04-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.141,False,Maintenance scheduler deferred calibration due to spare shortage.
-30831,2024-04-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.127,True,Machine throughput increase drove sustained pressure uplift.
-30832,2024-04-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.231,False,Reliability engineer tagged sample window for model retraining.
-30833,2024-04-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.136,False,Sensor signal clipping observed during startup surge.
-30834,2024-04-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.599,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30835,2024-04-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.72,True,Coolant loop adjustment reduced chamber temperature spread.
-30836,2024-04-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.822,False,Unbalanced load introduced cyclical pressure ripple.
-30837,2024-04-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.041,False,Machine throughput increase drove sustained pressure uplift.
-30838,2024-04-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.853,False,Air handler maintenance reduced humidity variance on finishing line.
-30839,2024-04-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.353,True,Machine idle period extended during planned sanitation window.
-30840,2024-04-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.473,False,Supervisory alert generated after three consecutive threshold breaches.
-30841,2024-04-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.279,False,Bearing temperature rising faster than baseline on spindle cell.
-30842,2024-04-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.544,False,Machine idle period extended during planned sanitation window.
-30843,2024-04-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.777,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30844,2024-04-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.82,False,Transient outlier matched forklift impact near cabinet wall.
-30845,2024-04-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.065,False,Vibration burst exceeds envelope during tool change cycle.
-30846,2024-04-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.219,False,Press cycle dwell time lengthened during high-volume batch.
-30847,2024-04-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.765,True,Night shift startup produced higher than normal vibration floor.
-30848,2024-04-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.322,False,Supervisory alert generated after three consecutive threshold breaches.
-30849,2024-04-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.323,False,Dust extraction fan offline for 18 minutes on line finishing.
-30850,2024-04-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.523,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30851,2024-04-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.788,True,Sensor battery health remains nominal after firmware update.
-30852,2024-04-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.661,False,Quality hold reduced finishing booth activity for one shift.
-30853,2024-04-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,Unbalanced load introduced cyclical pressure ripple.
-30854,2024-04-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.292,False,Calibration check overdue by 11 days for press-line transducer.
-30855,2024-04-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.939,True,Short-lived packet loss observed at edge gateway gw-02.
-30856,2024-04-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.679,False,Operator reset acknowledged after red-tag inspection.
-30857,2024-04-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.08,False,Maintenance crew confirmed lubrication interval was missed.
-30858,2024-04-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.172,False,SCADA backfill inserted two delayed telemetry points.
-30859,2024-04-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.844,True,Temperature variance narrowed after coolant nozzle cleaning.
-30860,2024-04-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.329,False,Vibration harmonics broadened during extended production run.
-30861,2024-04-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.203,False,Hydraulic line pressure oscillation detected under load.
-30862,2024-04-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.547,False,Humidity excursion near finishing booth during coating run.
-30863,2024-04-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.106,True,Humidity excursion near finishing booth during coating run.
-30864,2024-04-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.968,False,Packaging line stop reduced adjacent vibration background.
-30865,2024-04-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.263,False,Temperature remained elevated during unscheduled overtime run.
-30866,2024-04-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.062,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30867,2024-04-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.759,True,Ambient temperature stabilized after HVAC stage-two engagement.
-30868,2024-04-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.107,False,Pressure line purge completed before restart authorization.
-30869,2024-04-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.294,False,Calibration check overdue by 11 days for press-line transducer.
-30870,2024-04-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.621,False,Vibration burst exceeds envelope during tool change cycle.
-30871,2024-04-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.465,True,Maintenance note logged for coupling imbalance inspection.
-30872,2024-04-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.907,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30873,2024-04-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.835,False,Shift handoff note referenced unusual noise near press enclosure.
-30874,2024-04-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.877,False,Dust extraction fan offline for 18 minutes on line finishing.
-30875,2024-04-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.974,True,Humidity baseline improved after seal replacement.
-30876,2024-04-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.099,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30877,2024-04-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.786,False,Warning threshold updated for pilot predictive-maintenance model.
-30878,2024-04-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.161,False,Quality team requested trace review for lot 24-118B.
-30879,2024-04-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.073,True,Air handler maintenance reduced humidity variance on finishing line.
-30880,2024-04-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.651,False,Transient outlier matched forklift impact near cabinet wall.
-30881,2024-04-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.925,False,Ambient temperature stabilized after HVAC stage-two engagement.
-30882,2024-04-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.673,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30883,2024-04-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.342,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30884,2024-04-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.962,False,Sensor battery health remains nominal after firmware update.
-30885,2024-04-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.906,False,Bearing temperature rising faster than baseline on spindle cell.
-30886,2024-04-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.351,False,Pressure peak corresponds to oversized billet batch processing.
-30887,2024-04-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.555,True,Unbalanced load introduced cyclical pressure ripple.
-30888,2024-04-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.987,False,Quality team requested trace review for lot 24-118B.
-30889,2024-04-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Shift handoff note referenced unusual noise near press enclosure.
-30890,2024-04-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.968,False,Edge collector replayed buffered events after network recovery.
-30891,2024-04-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.177,True,Sensor signal clipping observed during startup surge.
-30892,2024-04-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.393,False,Night shift startup produced higher than normal vibration floor.
-30893,2024-04-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.741,False,Telemetry quality flag downgraded during sensor self-test window.
-30894,2024-04-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.873,False,Anomaly review flagged possible bearing wear progression.
-30895,2024-04-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.888,True,Maintenance crew confirmed lubrication interval was missed.
-30896,2024-04-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.921,False,Pressure settled back to nominal after valve reseat.
-30897,2024-04-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.761,False,Air handler maintenance reduced humidity variance on finishing line.
-30898,2024-04-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.717,False,Machine throughput increase drove sustained pressure uplift.
-30899,2024-04-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.505,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30900,2024-04-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.586,False,Dust extraction fan offline for 18 minutes on line finishing.
-30901,2024-04-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.083,False,Hydraulic line pressure oscillation detected under load.
-30902,2024-04-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.219,False,Sensor 3 drift suspected after cross-check with manual gauge.
-30903,2024-04-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.743,True,Sensor enclosure opened for manual calibration verification.
-30904,2024-04-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.028,False,Hydraulic line pressure oscillation detected under load.
-30905,2024-04-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.293,False,Hydraulic line pressure oscillation detected under load.
-30906,2024-04-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.965,False,Night shift startup produced higher than normal vibration floor.
-30907,2024-04-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.596,True,Vibration harmonics broadened during extended production run.
-30908,2024-04-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.564,False,Anomaly review flagged possible bearing wear progression.
-30909,2024-04-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.902,False,Press cycle dwell time lengthened during high-volume batch.
-30910,2024-04-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.616,False,Calibration check overdue by 11 days for press-line transducer.
-30911,2024-04-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.846,True,Transient outlier matched forklift impact near cabinet wall.
-30912,2024-04-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.094,False,Warning threshold updated for pilot predictive-maintenance model.
-30913,2024-04-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.391,False,Transient outlier matched forklift impact near cabinet wall.
-30914,2024-04-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.479,False,Compressed air fluctuation introduced pressure noise for two cycles.
-30915,2024-04-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.667,True,Maintenance crew confirmed lubrication interval was missed.
-30916,2024-04-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.776,False,Temporary gateway failover completed without data loss.
-30917,2024-04-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.652,False,Thermal ramp exceeded expected warmup curve before shift start.
-30918,2024-04-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.239,False,Maintenance crew confirmed lubrication interval was missed.
-30919,2024-04-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.446,True,Temperature variance narrowed after coolant nozzle cleaning.
-30920,2024-04-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.816,False,Humidity baseline improved after seal replacement.
-30921,2024-04-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.028,False,Air handler maintenance reduced humidity variance on finishing line.
-30922,2024-04-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.924,False,Thermal ramp exceeded expected warmup curve before shift start.
-30923,2024-04-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.863,True,Compressed air fluctuation introduced pressure noise for two cycles.
-30924,2024-04-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.602,False,Temperature remained elevated during unscheduled overtime run.
-30925,2024-04-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.98,False,Sensor heartbeat delayed by one interval after gateway retry.
-30926,2024-04-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.028,False,Pressure settled back to nominal after valve reseat.
-30927,2024-04-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,10.074,True,Maintenance scheduler deferred calibration due to spare shortage.
-30928,2024-04-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.57,False,Warning threshold updated for pilot predictive-maintenance model.
-30929,2024-04-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.027,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30930,2024-04-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.791,False,Telemetry quality flag downgraded during sensor self-test window.
-30931,2024-04-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.294,True,Pressure peak corresponds to oversized billet batch processing.
-30932,2024-04-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.871,False,Sensor enclosure opened for manual calibration verification.
-30933,2024-04-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.234,False,Quality team requested trace review for lot 24-118B.
-30934,2024-04-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.952,False,Anomaly review flagged possible bearing wear progression.
-30935,2024-04-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.935,True,Hydraulic line pressure oscillation detected under load.
-30936,2024-04-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.246,False,Humidity readings track seasonal rise across late spring.
-30937,2024-04-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.678,False,Operator reset acknowledged after red-tag inspection.
-30938,2024-04-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.211,False,Sensor enclosure opened for manual calibration verification.
-30939,2024-04-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.699,True,Pressure settled back to nominal after valve reseat.
-30940,2024-04-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.344,False,Edge collector replayed buffered events after network recovery.
-30941,2024-04-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.998,False,Humidity baseline improved after seal replacement.
-30942,2024-04-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.127,False,Quality team requested trace review for lot 24-118B.
-30943,2024-04-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.805,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-30944,2024-04-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.537,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-30945,2024-04-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.206,False,Humidity excursion near finishing booth during coating run.
-30946,2024-04-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.788,False,Humidity climbed during dock-door open period in afternoon shift.
-30947,2024-04-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.637,True,Telemetry quality flag downgraded during sensor self-test window.
-30948,2024-04-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.196,False,Humidity readings track seasonal rise across late spring.
-30949,2024-04-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.241,False,Hydraulic line pressure oscillation detected under load.
-30950,2024-04-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.343,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30951,2024-04-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.111,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-30952,2024-04-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.928,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30953,2024-04-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.818,False,Humidity baseline improved after seal replacement.
-30954,2024-04-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.04,False,Unbalanced load introduced cyclical pressure ripple.
-30955,2024-04-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.919,True,Machine idle period extended during planned sanitation window.
-30956,2024-04-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.736,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30957,2024-04-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.143,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-30958,2024-04-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.435,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30959,2024-04-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.331,True,Temperature variance narrowed after coolant nozzle cleaning.
-30960,2024-04-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.979,False,Humidity readings track seasonal rise across late spring.
-30961,2024-04-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.697,False,Bearing temperature rising faster than baseline on spindle cell.
-30962,2024-04-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.144,False,Operator reset acknowledged after red-tag inspection.
-30963,2024-04-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.08,True,SCADA backfill inserted two delayed telemetry points.
-30964,2024-04-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.709,False,Humidity baseline improved after seal replacement.
-30965,2024-04-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.445,False,Edge collector replayed buffered events after network recovery.
-30966,2024-04-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,52.749,False,Transient outlier matched forklift impact near cabinet wall.
-30967,2024-04-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.906,True,Pressure settled back to nominal after valve reseat.
-30968,2024-04-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.414,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-30969,2024-04-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.15,False,Pressure peak corresponds to oversized billet batch processing.
-30970,2024-04-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.346,False,Heat-treat furnace door cycling increased localized temperature spikes.
-30971,2024-04-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.647,True,Machine throughput increase drove sustained pressure uplift.
-30972,2024-04-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.559,False,Coolant loop adjustment reduced chamber temperature spread.
-30973,2024-04-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.597,False,Vibration burst exceeds envelope during tool change cycle.
-30974,2024-04-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.31,False,Quality team requested trace review for lot 24-118B.
-30975,2024-04-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.757,True,Sensor enclosure opened for manual calibration verification.
-30976,2024-04-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.875,False,Maintenance note logged for coupling imbalance inspection.
-30977,2024-04-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Sensor signal clipping observed during startup surge.
-30978,2024-04-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.197,False,Coolant loop adjustment reduced chamber temperature spread.
-30979,2024-04-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.026,True,Edge collector replayed buffered events after network recovery.
-30980,2024-04-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.01,False,Quality hold reduced finishing booth activity for one shift.
-30981,2024-04-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.254,False,Unbalanced load introduced cyclical pressure ripple.
-30982,2024-04-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.954,False,Maintenance crew confirmed lubrication interval was missed.
-30983,2024-04-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.209,True,Unbalanced load introduced cyclical pressure ripple.
-30984,2024-04-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.029,False,SCADA backfill inserted two delayed telemetry points.
-30985,2024-04-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.032,False,Condensation warning cleared after dehumidifier ramp-up.
-30986,2024-04-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.876,False,Humidity readings track seasonal rise across late spring.
-30987,2024-04-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.814,True,Edge collector replayed buffered events after network recovery.
-30988,2024-04-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.394,False,Coolant loop adjustment reduced chamber temperature spread.
-30989,2024-04-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.869,False,Machine idle period extended during planned sanitation window.
-30990,2024-04-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.033,False,Maintenance note logged for coupling imbalance inspection.
-30991,2024-04-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.599,True,Shift handoff note referenced unusual noise near press enclosure.
-30992,2024-04-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.837,False,Dust extraction fan offline for 18 minutes on line finishing.
-30993,2024-04-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.84,False,Maintenance note logged for coupling imbalance inspection.
-30994,2024-04-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.486,False,Pressure settled back to nominal after valve reseat.
-30995,2024-04-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.692,True,Packaging line stop reduced adjacent vibration background.
-30996,2024-04-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.226,False,Short-lived packet loss observed at edge gateway gw-02.
-30997,2024-04-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Short-lived packet loss observed at edge gateway gw-02.
-30998,2024-04-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.211,False,Maintenance note logged for coupling imbalance inspection.
-30999,2024-04-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.356,True,Dust extraction fan offline for 18 minutes on line finishing.
-31000,2024-04-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.693,False,Operator reset acknowledged after red-tag inspection.
-31001,2024-04-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.114,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31002,2024-04-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.716,False,Press cycle dwell time lengthened during high-volume batch.
-31003,2024-04-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.79,True,Temperature remained elevated during unscheduled overtime run.
-31004,2024-04-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.173,False,Edge collector replayed buffered events after network recovery.
-31005,2024-04-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.222,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31006,2024-04-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.612,False,Air handler maintenance reduced humidity variance on finishing line.
-31007,2024-04-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.53,True,Vibration harmonics broadened during extended production run.
-31008,2024-04-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.505,False,Maintenance crew confirmed lubrication interval was missed.
-31009,2024-04-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.03,False,Transient outlier matched forklift impact near cabinet wall.
-31010,2024-04-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.249,False,Press cycle dwell time lengthened during high-volume batch.
-31011,2024-04-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.283,True,Coolant loop adjustment reduced chamber temperature spread.
-31012,2024-04-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.279,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31013,2024-04-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.744,False,Short-lived packet loss observed at edge gateway gw-02.
-31014,2024-04-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.632,False,Hydraulic line pressure oscillation detected under load.
-31015,2024-04-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.545,True,Sensor 3 drift suspected after cross-check with manual gauge.
-31016,2024-04-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.676,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31017,2024-04-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.005,False,Quality team requested trace review for lot 24-118B.
-31018,2024-04-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.436,False,Pressure peak corresponds to oversized billet batch processing.
-31019,2024-04-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.617,True,Pressure line purge completed before restart authorization.
-31020,2024-04-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.665,False,SCADA backfill inserted two delayed telemetry points.
-31021,2024-04-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.523,False,Reliability engineer tagged sample window for model retraining.
-31022,2024-04-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.0,False,Edge collector replayed buffered events after network recovery.
-31023,2024-04-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.981,True,Humidity excursion near finishing booth during coating run.
-31024,2024-04-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.346,False,Machine throughput increase drove sustained pressure uplift.
-31025,2024-04-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.984,False,Temperature variance narrowed after coolant nozzle cleaning.
-31026,2024-04-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.485,False,Operator reset acknowledged after red-tag inspection.
-31027,2024-04-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.365,True,Telemetry quality flag downgraded during sensor self-test window.
-31028,2024-04-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.675,False,Packaging line stop reduced adjacent vibration background.
-31029,2024-04-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.133,False,Operator reported intermittent chatter on machine CNC-04.
-31030,2024-04-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.584,False,Temporary gateway failover completed without data loss.
-31031,2024-04-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.916,True,Press cycle dwell time lengthened during high-volume batch.
-31032,2024-04-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.228,False,Warning threshold updated for pilot predictive-maintenance model.
-31033,2024-04-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.247,False,Telemetry quality flag downgraded during sensor self-test window.
-31034,2024-04-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.128,False,Hydraulic line pressure oscillation detected under load.
-31035,2024-04-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.284,True,Night shift startup produced higher than normal vibration floor.
-31036,2024-04-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.444,False,Humidity excursion near finishing booth during coating run.
-31037,2024-04-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.801,False,Humidity baseline improved after seal replacement.
-31038,2024-04-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.054,False,Maintenance scheduler deferred calibration due to spare shortage.
-31039,2024-04-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.901,True,Vibration burst exceeds envelope during tool change cycle.
-31040,2024-04-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.684,False,Humidity baseline improved after seal replacement.
-31041,2024-04-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.378,False,Vibration burst exceeds envelope during tool change cycle.
-31042,2024-04-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.156,False,Maintenance note logged for coupling imbalance inspection.
-31043,2024-04-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.834,True,Short-lived packet loss observed at edge gateway gw-02.
-31044,2024-04-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.348,False,Vibration baseline recovered after tool holder replacement.
-31045,2024-04-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.553,False,Pressure line purge completed before restart authorization.
-31046,2024-04-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.848,False,Night shift startup produced higher than normal vibration floor.
-31047,2024-04-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.528,True,Shift handoff note referenced unusual noise near press enclosure.
-31048,2024-04-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.329,False,Temporary gateway failover completed without data loss.
-31049,2024-04-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.501,False,Night shift startup produced higher than normal vibration floor.
-31050,2024-04-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.609,False,Humidity climbed during dock-door open period in afternoon shift.
-31051,2024-04-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.553,True,Calibration check overdue by 11 days for press-line transducer.
-31052,2024-04-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.84,False,Reliability engineer tagged sample window for model retraining.
-31053,2024-04-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.961,False,Maintenance crew confirmed lubrication interval was missed.
-31054,2024-04-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.365,False,Hydraulic line pressure oscillation detected under load.
-31055,2024-04-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.08,True,Heat-treat furnace door cycling increased localized temperature spikes.
-31056,2024-04-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.05,False,Pressure line purge completed before restart authorization.
-31057,2024-04-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.456,False,Vibration harmonics broadened during extended production run.
-31058,2024-04-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.263,False,Sensor heartbeat delayed by one interval after gateway retry.
-31059,2024-04-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.87,True,Ambient temperature stabilized after HVAC stage-two engagement.
-31060,2024-04-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.364,False,Telemetry quality flag downgraded during sensor self-test window.
-31061,2024-04-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.616,False,Temperature remained elevated during unscheduled overtime run.
-31062,2024-04-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.775,False,Quality team requested trace review for lot 24-118B.
-31063,2024-04-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.047,True,Hydraulic line pressure oscillation detected under load.
-31064,2024-04-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.004,False,Maintenance crew confirmed lubrication interval was missed.
-31065,2024-04-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.4,False,Sensor battery health remains nominal after firmware update.
-31066,2024-04-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.497,False,SCADA backfill inserted two delayed telemetry points.
-31067,2024-04-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.677,True,Temperature variance narrowed after coolant nozzle cleaning.
-31068,2024-04-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.842,False,Warning threshold updated for pilot predictive-maintenance model.
-31069,2024-04-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.747,False,Temperature variance narrowed after coolant nozzle cleaning.
-31070,2024-04-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.523,False,Pressure settled back to nominal after valve reseat.
-31071,2024-04-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.102,True,Sensor enclosure opened for manual calibration verification.
-31072,2024-04-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.854,False,Quality team requested trace review for lot 24-118B.
-31073,2024-04-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.064,False,Quality team requested trace review for lot 24-118B.
-31074,2024-04-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.2,False,Temporary gateway failover completed without data loss.
-31075,2024-04-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.922,True,Sensor signal clipping observed during startup surge.
-31076,2024-04-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.254,False,Maintenance scheduler deferred calibration due to spare shortage.
-31077,2024-04-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.818,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31078,2024-04-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.517,False,Temperature remained elevated during unscheduled overtime run.
-31079,2024-04-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.74,True,Vibration harmonics broadened during extended production run.
-31080,2024-04-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.975,False,Maintenance crew confirmed lubrication interval was missed.
-31081,2024-04-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.423,False,Sensor enclosure opened for manual calibration verification.
-31082,2024-04-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.733,False,Packaging line stop reduced adjacent vibration background.
-31083,2024-04-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.723,True,Sensor signal clipping observed during startup surge.
-31084,2024-04-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.527,False,Machine idle period extended during planned sanitation window.
-31085,2024-04-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Air handler maintenance reduced humidity variance on finishing line.
-31086,2024-04-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.867,False,Warning threshold updated for pilot predictive-maintenance model.
-31087,2024-04-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.544,True,Temporary gateway failover completed without data loss.
-31088,2024-04-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.57,False,Temperature remained elevated during unscheduled overtime run.
-31089,2024-04-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Vibration harmonics broadened during extended production run.
-31090,2024-04-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.104,False,Vibration baseline recovered after tool holder replacement.
-31091,2024-04-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.024,True,Quality team requested trace review for lot 24-118B.
-31092,2024-04-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.585,False,Warning threshold updated for pilot predictive-maintenance model.
-31093,2024-04-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.997,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31094,2024-04-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.507,False,Machine idle period extended during planned sanitation window.
-31095,2024-04-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.364,True,Hydraulic line pressure oscillation detected under load.
-31096,2024-04-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.485,False,Temperature remained elevated during unscheduled overtime run.
-31097,2024-04-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.2,False,Humidity climbed during dock-door open period in afternoon shift.
-31098,2024-04-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.091,False,Night shift startup produced higher than normal vibration floor.
-31099,2024-04-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.995,True,Telemetry quality flag downgraded during sensor self-test window.
-31100,2024-04-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.7,False,Edge collector replayed buffered events after network recovery.
-31101,2024-04-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.862,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31102,2024-04-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.082,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31103,2024-04-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.726,True,Humidity climbed during dock-door open period in afternoon shift.
-31104,2024-04-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.705,False,Humidity readings track seasonal rise across late spring.
-31105,2024-04-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.643,False,Pressure settled back to nominal after valve reseat.
-31106,2024-04-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.513,False,Air handler maintenance reduced humidity variance on finishing line.
-31107,2024-04-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.027,True,Machine idle period extended during planned sanitation window.
-31108,2024-04-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.356,False,Maintenance scheduler deferred calibration due to spare shortage.
-31109,2024-04-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Maintenance scheduler deferred calibration due to spare shortage.
-31110,2024-04-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.537,False,Transient outlier matched forklift impact near cabinet wall.
-31111,2024-04-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.731,True,Temperature remained elevated during unscheduled overtime run.
-31112,2024-04-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.435,False,Humidity excursion near finishing booth during coating run.
-31113,2024-04-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.721,False,Condensation warning cleared after dehumidifier ramp-up.
-31114,2024-04-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.938,False,Humidity climbed during dock-door open period in afternoon shift.
-31115,2024-04-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.777,True,Humidity climbed during dock-door open period in afternoon shift.
-31116,2024-04-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.429,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31117,2024-04-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.44,False,Operator reset acknowledged after red-tag inspection.
-31118,2024-04-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.561,False,Supervisory alert generated after three consecutive threshold breaches.
-31119,2024-04-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.64,True,SCADA backfill inserted two delayed telemetry points.
-31120,2024-04-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.399,False,Press cycle dwell time lengthened during high-volume batch.
-31121,2024-04-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.786,False,Humidity climbed during dock-door open period in afternoon shift.
-31122,2024-04-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,57.862,False,Temperature variance narrowed after coolant nozzle cleaning.
-31123,2024-04-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.412,True,Anomaly review flagged possible bearing wear progression.
-31124,2024-04-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.965,False,Humidity baseline improved after seal replacement.
-31125,2024-04-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Humidity readings track seasonal rise across late spring.
-31126,2024-04-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.877,False,Machine idle period extended during planned sanitation window.
-31127,2024-04-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.162,True,Maintenance crew confirmed lubrication interval was missed.
-31128,2024-04-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.925,False,Operator reset acknowledged after red-tag inspection.
-31129,2024-04-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31130,2024-04-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.294,False,Dust extraction fan offline for 18 minutes on line finishing.
-31131,2024-04-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.243,True,Machine throughput increase drove sustained pressure uplift.
-31132,2024-04-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.375,False,Sensor battery health remains nominal after firmware update.
-31133,2024-04-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.744,False,Anomaly review flagged possible bearing wear progression.
-31134,2024-04-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.45,False,Temporary gateway failover completed without data loss.
-31135,2024-04-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.439,True,Sensor heartbeat delayed by one interval after gateway retry.
-31136,2024-04-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.372,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31137,2024-04-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.173,False,Quality team requested trace review for lot 24-118B.
-31138,2024-04-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.927,False,Humidity baseline improved after seal replacement.
-31139,2024-04-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.861,True,Ambient temperature stabilized after HVAC stage-two engagement.
-31140,2024-04-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.47,False,Temperature remained elevated during unscheduled overtime run.
-31141,2024-04-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.274,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31142,2024-04-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.07,False,Condensation warning cleared after dehumidifier ramp-up.
-31143,2024-04-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.338,True,Vibration harmonics broadened during extended production run.
-31144,2024-04-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.974,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31145,2024-04-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.74,False,Short-lived packet loss observed at edge gateway gw-02.
-31146,2024-04-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.382,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31147,2024-04-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.971,True,Warning threshold updated for pilot predictive-maintenance model.
-31148,2024-04-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.057,False,Short-lived packet loss observed at edge gateway gw-02.
-31149,2024-04-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.64,False,Transient outlier matched forklift impact near cabinet wall.
-31150,2024-04-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.125,False,Operator reported intermittent chatter on machine CNC-04.
-31151,2024-04-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.562,True,Transient outlier matched forklift impact near cabinet wall.
-31152,2024-04-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.581,False,Thermal overshoot event coincided with recipe change on furnace.
-31153,2024-04-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.292,False,Vibration harmonics broadened during extended production run.
-31154,2024-04-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.473,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31155,2024-04-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.399,True,Sensor 3 drift suspected after cross-check with manual gauge.
-31156,2024-04-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.829,False,Sensor battery health remains nominal after firmware update.
-31157,2024-04-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.952,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-31158,2024-04-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.502,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31159,2024-04-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.935,True,Maintenance crew confirmed lubrication interval was missed.
-31160,2024-04-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.687,False,Condensation warning cleared after dehumidifier ramp-up.
-31161,2024-04-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.419,False,Quality hold reduced finishing booth activity for one shift.
-31162,2024-04-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.797,False,Calibration check overdue by 11 days for press-line transducer.
-31163,2024-04-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.028,True,Maintenance crew confirmed lubrication interval was missed.
-31164,2024-04-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.265,False,Unbalanced load introduced cyclical pressure ripple.
-31165,2024-04-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.132,False,Thermal ramp exceeded expected warmup curve before shift start.
-31166,2024-04-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.896,False,Humidity readings track seasonal rise across late spring.
-31167,2024-04-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.188,True,Calibration check overdue by 11 days for press-line transducer.
-31168,2024-04-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.255,False,Calibration check overdue by 11 days for press-line transducer.
-31169,2024-04-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.132,False,Pressure peak corresponds to oversized billet batch processing.
-31170,2024-04-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.848,False,Calibration check overdue by 11 days for press-line transducer.
-31171,2024-04-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.124,True,Ambient temperature stabilized after HVAC stage-two engagement.
-31172,2024-04-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.557,False,Dust extraction fan offline for 18 minutes on line finishing.
-31173,2024-04-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Short-lived packet loss observed at edge gateway gw-02.
-31174,2024-04-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.436,False,Quality team requested trace review for lot 24-118B.
-31175,2024-04-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.449,True,Ambient temperature stabilized after HVAC stage-two engagement.
-31176,2024-04-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.753,False,Temperature remained elevated during unscheduled overtime run.
-31177,2024-04-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.601,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31178,2024-04-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.814,False,Pressure line purge completed before restart authorization.
-31179,2024-04-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.218,True,Packaging line stop reduced adjacent vibration background.
-31180,2024-04-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.866,False,SCADA backfill inserted two delayed telemetry points.
-31181,2024-04-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.024,False,Machine idle period extended during planned sanitation window.
-31182,2024-04-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.463,False,Reliability engineer tagged sample window for model retraining.
-31183,2024-04-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.928,True,Machine idle period extended during planned sanitation window.
-31184,2024-04-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.526,False,Coolant loop adjustment reduced chamber temperature spread.
-31185,2024-04-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.899,False,Machine idle period extended during planned sanitation window.
-31186,2024-04-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.631,False,Maintenance scheduler deferred calibration due to spare shortage.
-31187,2024-04-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.551,True,Sensor battery health remains nominal after firmware update.
-31188,2024-04-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.786,False,SCADA backfill inserted two delayed telemetry points.
-31189,2024-04-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Thermal ramp exceeded expected warmup curve before shift start.
-31190,2024-04-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.588,False,Short-lived packet loss observed at edge gateway gw-02.
-31191,2024-04-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.012,True,Thermal ramp exceeded expected warmup curve before shift start.
-31192,2024-04-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.465,False,Unbalanced load introduced cyclical pressure ripple.
-31193,2024-04-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.329,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31194,2024-04-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.709,False,Sensor 3 drift suspected after cross-check with manual gauge.
-31195,2024-04-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.688,True,Machine throughput increase drove sustained pressure uplift.
-31196,2024-04-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.544,False,Vibration burst exceeds envelope during tool change cycle.
-31197,2024-04-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.423,False,Anomaly review flagged possible bearing wear progression.
-31198,2024-04-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.486,False,Sensor battery health remains nominal after firmware update.
-31199,2024-04-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.786,True,Pressure settled back to nominal after valve reseat.
-31200,2024-04-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.565,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31201,2024-04-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Air handler maintenance reduced humidity variance on finishing line.
-31202,2024-04-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.843,False,Edge collector replayed buffered events after network recovery.
-31203,2024-04-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.785,True,Humidity baseline improved after seal replacement.
-31204,2024-04-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.144,False,Air handler maintenance reduced humidity variance on finishing line.
-31205,2024-04-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.125,False,Operator reported intermittent chatter on machine CNC-04.
-31206,2024-04-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.403,False,Coolant loop adjustment reduced chamber temperature spread.
-31207,2024-04-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.101,True,Reliability engineer tagged sample window for model retraining.
-31208,2024-04-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.509,False,Bearing temperature rising faster than baseline on spindle cell.
-31209,2024-04-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.791,False,Press cycle dwell time lengthened during high-volume batch.
-31210,2024-04-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.841,False,Thermal ramp exceeded expected warmup curve before shift start.
-31211,2024-04-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.729,True,Sensor battery health remains nominal after firmware update.
-31212,2024-04-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.898,False,Humidity readings track seasonal rise across late spring.
-31213,2024-04-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.779,False,Pressure settled back to nominal after valve reseat.
-31214,2024-04-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.585,False,Sensor enclosure opened for manual calibration verification.
-31215,2024-04-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.081,True,Transient outlier matched forklift impact near cabinet wall.
-31216,2024-04-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.552,False,Telemetry quality flag downgraded during sensor self-test window.
-31217,2024-04-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Pressure line purge completed before restart authorization.
-31218,2024-04-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.455,False,Shift handoff note referenced unusual noise near press enclosure.
-31219,2024-04-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.205,True,Unbalanced load introduced cyclical pressure ripple.
-31220,2024-04-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.789,False,Thermal overshoot event coincided with recipe change on furnace.
-31221,2024-04-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.93,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31222,2024-04-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.697,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31223,2024-04-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.181,True,Maintenance scheduler deferred calibration due to spare shortage.
-31224,2024-04-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.437,False,Supervisory alert generated after three consecutive threshold breaches.
-31225,2024-04-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.983,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31226,2024-04-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.263,False,Supervisory alert generated after three consecutive threshold breaches.
-31227,2024-04-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.565,True,Sensor heartbeat delayed by one interval after gateway retry.
-31228,2024-04-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.215,False,Vibration harmonics broadened during extended production run.
-31229,2024-04-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Maintenance scheduler deferred calibration due to spare shortage.
-31230,2024-04-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.858,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31231,2024-04-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.791,True,Telemetry quality flag downgraded during sensor self-test window.
-31232,2024-04-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.77,False,Telemetry quality flag downgraded during sensor self-test window.
-31233,2024-04-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.24,False,Air handler maintenance reduced humidity variance on finishing line.
-31234,2024-04-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.101,False,SCADA backfill inserted two delayed telemetry points.
-31235,2024-04-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.055,True,Edge collector replayed buffered events after network recovery.
-31236,2024-04-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.335,False,Humidity readings track seasonal rise across late spring.
-31237,2024-04-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.888,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31238,2024-04-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.923,False,Edge collector replayed buffered events after network recovery.
-31239,2024-04-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.852,True,Temporary gateway failover completed without data loss.
-31240,2024-04-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.806,False,Maintenance scheduler deferred calibration due to spare shortage.
-31241,2024-04-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.525,False,Pressure line purge completed before restart authorization.
-31242,2024-04-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.132,False,SCADA backfill inserted two delayed telemetry points.
-31243,2024-04-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.581,True,Maintenance crew confirmed lubrication interval was missed.
-31244,2024-04-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.82,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31245,2024-04-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.393,False,Thermal overshoot event coincided with recipe change on furnace.
-31246,2024-04-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,63.715,False,Vibration harmonics broadened during extended production run.
-31247,2024-04-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.666,True,Condensation warning cleared after dehumidifier ramp-up.
-31248,2024-04-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.693,False,Quality team requested trace review for lot 24-118B.
-31249,2024-04-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Edge collector replayed buffered events after network recovery.
-31250,2024-04-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.375,False,Vibration burst exceeds envelope during tool change cycle.
-31251,2024-04-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.561,True,Compressed air fluctuation introduced pressure noise for two cycles.
-31252,2024-04-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.822,False,Humidity climbed during dock-door open period in afternoon shift.
-31253,2024-04-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.089,False,Packaging line stop reduced adjacent vibration background.
-31254,2024-04-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.402,False,Night shift startup produced higher than normal vibration floor.
-31255,2024-04-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.525,True,Vibration burst exceeds envelope during tool change cycle.
-31256,2024-04-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.975,False,Operator reported intermittent chatter on machine CNC-04.
-31257,2024-04-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.162,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31258,2024-04-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.113,False,Thermal overshoot event coincided with recipe change on furnace.
-31259,2024-04-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.638,True,Heat-treat furnace door cycling increased localized temperature spikes.
-31260,2024-04-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.832,False,Humidity excursion near finishing booth during coating run.
-31261,2024-04-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.773,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31262,2024-04-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.079,False,Temporary gateway failover completed without data loss.
-31263,2024-04-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.663,True,Operator reset acknowledged after red-tag inspection.
-31264,2024-04-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.199,False,Calibration check overdue by 11 days for press-line transducer.
-31265,2024-04-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.429,False,Vibration harmonics broadened during extended production run.
-31266,2024-04-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.38,False,Maintenance note logged for coupling imbalance inspection.
-31267,2024-04-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.069,True,Dust extraction fan offline for 18 minutes on line finishing.
-31268,2024-04-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.324,False,Hydraulic line pressure oscillation detected under load.
-31269,2024-04-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.943,False,Machine throughput increase drove sustained pressure uplift.
-31270,2024-04-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.312,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31271,2024-04-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.04,True,Packaging line stop reduced adjacent vibration background.
-31272,2024-04-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.853,False,Machine throughput increase drove sustained pressure uplift.
-31273,2024-04-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.124,False,Press cycle dwell time lengthened during high-volume batch.
-31274,2024-04-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.972,False,Press cycle dwell time lengthened during high-volume batch.
-31275,2024-04-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.362,True,Sensor signal clipping observed during startup surge.
-31276,2024-04-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.67,False,Humidity climbed during dock-door open period in afternoon shift.
-31277,2024-04-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.757,False,Sensor battery health remains nominal after firmware update.
-31278,2024-04-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.011,False,Thermal ramp exceeded expected warmup curve before shift start.
-31279,2024-04-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.096,True,Machine idle period extended during planned sanitation window.
-31280,2024-04-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.689,False,Anomaly review flagged possible bearing wear progression.
-31281,2024-04-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.378,False,Machine throughput increase drove sustained pressure uplift.
-31282,2024-04-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.74,False,Sensor battery health remains nominal after firmware update.
-31283,2024-04-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.476,True,Temperature remained elevated during unscheduled overtime run.
-31284,2024-04-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.39,False,Sensor signal clipping observed during startup surge.
-31285,2024-04-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.971,False,Short-lived packet loss observed at edge gateway gw-02.
-31286,2024-04-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.261,False,Dust extraction fan offline for 18 minutes on line finishing.
-31287,2024-04-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.985,True,Humidity climbed during dock-door open period in afternoon shift.
-31288,2024-04-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.135,False,Dust extraction fan offline for 18 minutes on line finishing.
-31289,2024-04-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.714,False,Edge collector replayed buffered events after network recovery.
-31290,2024-04-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.103,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31291,2024-04-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.638,True,Air handler maintenance reduced humidity variance on finishing line.
-31292,2024-04-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.304,False,Operator reset acknowledged after red-tag inspection.
-31293,2024-04-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.657,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31294,2024-04-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.739,False,Night shift startup produced higher than normal vibration floor.
-31295,2024-04-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.79,True,Pressure settled back to nominal after valve reseat.
-31296,2024-04-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.624,False,SCADA backfill inserted two delayed telemetry points.
-31297,2024-04-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.789,False,Pressure peak corresponds to oversized billet batch processing.
-31298,2024-04-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.772,False,Shift handoff note referenced unusual noise near press enclosure.
-31299,2024-04-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.482,True,Humidity climbed during dock-door open period in afternoon shift.
-31300,2024-04-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.716,False,Warning threshold updated for pilot predictive-maintenance model.
-31301,2024-04-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.78,False,Condensation warning cleared after dehumidifier ramp-up.
-31302,2024-04-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.841,False,Coolant loop adjustment reduced chamber temperature spread.
-31303,2024-04-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.915,True,Temperature remained elevated during unscheduled overtime run.
-31304,2024-04-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.471,False,Sensor enclosure opened for manual calibration verification.
-31305,2024-04-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.793,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31306,2024-04-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.946,False,Temperature variance narrowed after coolant nozzle cleaning.
-31307,2024-04-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.913,True,Transient outlier matched forklift impact near cabinet wall.
-31308,2024-04-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.584,False,Maintenance crew confirmed lubrication interval was missed.
-31309,2024-04-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Operator reset acknowledged after red-tag inspection.
-31310,2024-04-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.26,False,Packaging line stop reduced adjacent vibration background.
-31311,2024-04-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.226,True,Packaging line stop reduced adjacent vibration background.
-31312,2024-04-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.875,False,Temperature remained elevated during unscheduled overtime run.
-31313,2024-04-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.705,False,Calibration check overdue by 11 days for press-line transducer.
-31314,2024-04-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.289,False,Calibration check overdue by 11 days for press-line transducer.
-31315,2024-04-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.061,True,Hydraulic line pressure oscillation detected under load.
-31316,2024-04-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.623,False,Humidity excursion near finishing booth during coating run.
-31317,2024-04-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.592,False,Maintenance scheduler deferred calibration due to spare shortage.
-31318,2024-04-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.198,False,Maintenance crew confirmed lubrication interval was missed.
-31319,2024-04-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.915,True,Sensor 3 drift suspected after cross-check with manual gauge.
-31320,2024-04-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.101,False,Sensor enclosure opened for manual calibration verification.
-31321,2024-04-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.299,False,Anomaly review flagged possible bearing wear progression.
-31322,2024-04-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.381,False,Sensor signal clipping observed during startup surge.
-31323,2024-04-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.517,True,Short-lived packet loss observed at edge gateway gw-02.
-31324,2024-04-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.311,False,Warning threshold updated for pilot predictive-maintenance model.
-31325,2024-04-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Humidity climbed during dock-door open period in afternoon shift.
-31326,2024-04-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.056,False,Warning threshold updated for pilot predictive-maintenance model.
-31327,2024-04-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.745,True,Temporary gateway failover completed without data loss.
-31328,2024-04-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.985,False,Maintenance note logged for coupling imbalance inspection.
-31329,2024-04-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.126,False,Telemetry quality flag downgraded during sensor self-test window.
-31330,2024-04-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.242,False,Warning threshold updated for pilot predictive-maintenance model.
-31331,2024-04-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.892,True,Unbalanced load introduced cyclical pressure ripple.
-31332,2024-04-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.864,False,Humidity excursion near finishing booth during coating run.
-31333,2024-04-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.743,False,Press cycle dwell time lengthened during high-volume batch.
-31334,2024-04-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.989,False,Pressure line purge completed before restart authorization.
-31335,2024-04-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.82,True,Supervisory alert generated after three consecutive threshold breaches.
-31336,2024-04-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.335,False,Maintenance note logged for coupling imbalance inspection.
-31337,2024-04-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.796,False,Thermal ramp exceeded expected warmup curve before shift start.
-31338,2024-04-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.432,False,Condensation warning cleared after dehumidifier ramp-up.
-31339,2024-04-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.244,True,Humidity climbed during dock-door open period in afternoon shift.
-31340,2024-04-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.616,False,Supervisory alert generated after three consecutive threshold breaches.
-31341,2024-04-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.282,False,Quality team requested trace review for lot 24-118B.
-31342,2024-04-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.233,False,Machine idle period extended during planned sanitation window.
-31343,2024-04-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.129,True,Temperature variance narrowed after coolant nozzle cleaning.
-31344,2024-04-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.372,False,Reliability engineer tagged sample window for model retraining.
-31345,2024-04-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.594,False,Vibration burst exceeds envelope during tool change cycle.
-31346,2024-04-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.515,False,Condensation warning cleared after dehumidifier ramp-up.
-31347,2024-04-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.729,True,Unbalanced load introduced cyclical pressure ripple.
-31348,2024-04-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.376,False,Telemetry quality flag downgraded during sensor self-test window.
-31349,2024-04-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.385,False,Sensor signal clipping observed during startup surge.
-31350,2024-04-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.842,False,Thermal overshoot event coincided with recipe change on furnace.
-31351,2024-04-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.331,True,Coolant loop adjustment reduced chamber temperature spread.
-31352,2024-04-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.575,False,Maintenance crew confirmed lubrication interval was missed.
-31353,2024-04-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-31354,2024-04-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.286,False,Machine idle period extended during planned sanitation window.
-31355,2024-04-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.55,True,Press cycle dwell time lengthened during high-volume batch.
-31356,2024-04-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.768,False,Quality hold reduced finishing booth activity for one shift.
-31357,2024-04-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Quality team requested trace review for lot 24-118B.
-31358,2024-04-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.547,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31359,2024-04-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.609,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-31360,2024-04-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.763,False,Short-lived packet loss observed at edge gateway gw-02.
-31361,2024-04-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.094,False,Telemetry quality flag downgraded during sensor self-test window.
-31362,2024-04-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.539,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31363,2024-04-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.172,True,Edge collector replayed buffered events after network recovery.
-31364,2024-04-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.429,False,Telemetry quality flag downgraded during sensor self-test window.
-31365,2024-04-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.146,False,Sensor battery health remains nominal after firmware update.
-31366,2024-04-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.296,False,Packaging line stop reduced adjacent vibration background.
-31367,2024-04-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.098,True,Humidity excursion near finishing booth during coating run.
-31368,2024-04-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.238,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31369,2024-04-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.392,False,Pressure settled back to nominal after valve reseat.
-31370,2024-04-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.687,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31371,2024-04-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.82,True,Temperature remained elevated during unscheduled overtime run.
-31372,2024-04-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.609,False,Thermal ramp exceeded expected warmup curve before shift start.
-31373,2024-04-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.714,False,Night shift startup produced higher than normal vibration floor.
-31374,2024-04-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.876,False,Sensor enclosure opened for manual calibration verification.
-31375,2024-04-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.036,True,Vibration burst exceeds envelope during tool change cycle.
-31376,2024-04-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.026,False,Pressure settled back to nominal after valve reseat.
-31377,2024-04-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.024,False,Sensor heartbeat delayed by one interval after gateway retry.
-31378,2024-04-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.965,False,Humidity readings track seasonal rise across late spring.
-31379,2024-04-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.998,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-31380,2024-04-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.761,False,Quality hold reduced finishing booth activity for one shift.
-31381,2024-04-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.277,False,Thermal ramp exceeded expected warmup curve before shift start.
-31382,2024-04-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.976,False,Humidity climbed during dock-door open period in afternoon shift.
-31383,2024-04-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.18,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31384,2024-04-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.081,False,Temperature variance narrowed after coolant nozzle cleaning.
-31385,2024-04-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.236,False,Operator reset acknowledged after red-tag inspection.
-31386,2024-04-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.528,False,Maintenance crew confirmed lubrication interval was missed.
-31387,2024-04-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,11.006,True,Press cycle dwell time lengthened during high-volume batch.
-31388,2024-04-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.85,False,Press cycle dwell time lengthened during high-volume batch.
-31389,2024-04-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.6,False,Humidity baseline improved after seal replacement.
-31390,2024-04-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.564,False,Coolant loop adjustment reduced chamber temperature spread.
-31391,2024-04-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.768,True,Packaging line stop reduced adjacent vibration background.
-31392,2024-04-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.2,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31393,2024-04-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.863,False,Temperature remained elevated during unscheduled overtime run.
-31394,2024-04-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.888,False,Sensor 3 drift suspected after cross-check with manual gauge.
-31395,2024-04-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.491,True,Unbalanced load introduced cyclical pressure ripple.
-31396,2024-04-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.616,False,Telemetry quality flag downgraded during sensor self-test window.
-31397,2024-04-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.14,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31398,2024-04-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.851,False,Hydraulic line pressure oscillation detected under load.
-31399,2024-04-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.174,True,Sensor signal clipping observed during startup surge.
-31400,2024-04-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.466,False,Quality team requested trace review for lot 24-118B.
-31401,2024-04-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.283,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31402,2024-04-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.888,False,Calibration check overdue by 11 days for press-line transducer.
-31403,2024-04-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.398,True,Bearing temperature rising faster than baseline on spindle cell.
-31404,2024-04-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.603,False,Condensation warning cleared after dehumidifier ramp-up.
-31405,2024-04-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Supervisory alert generated after three consecutive threshold breaches.
-31406,2024-04-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.141,False,Transient outlier matched forklift impact near cabinet wall.
-31407,2024-04-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.756,True,Vibration baseline recovered after tool holder replacement.
-31408,2024-04-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.054,False,Vibration burst exceeds envelope during tool change cycle.
-31409,2024-04-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.575,False,Machine throughput increase drove sustained pressure uplift.
-31410,2024-04-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.952,False,Transient outlier matched forklift impact near cabinet wall.
-31411,2024-04-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.576,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-31412,2024-04-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.733,False,Reliability engineer tagged sample window for model retraining.
-31413,2024-04-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.771,False,Short-lived packet loss observed at edge gateway gw-02.
-31414,2024-04-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.203,False,Hydraulic line pressure oscillation detected under load.
-31415,2024-04-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.066,True,Night shift startup produced higher than normal vibration floor.
-31416,2024-04-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.832,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31417,2024-04-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.005,False,Packaging line stop reduced adjacent vibration background.
-31418,2024-04-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.651,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31419,2024-04-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.925,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-31420,2024-04-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.861,False,Short-lived packet loss observed at edge gateway gw-02.
-31421,2024-04-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.427,False,Quality team requested trace review for lot 24-118B.
-31422,2024-04-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.945,False,Pressure line purge completed before restart authorization.
-31423,2024-04-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.906,True,Transient outlier matched forklift impact near cabinet wall.
-31424,2024-04-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.622,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31425,2024-04-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.36,False,Pressure peak corresponds to oversized billet batch processing.
-31426,2024-04-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.171,False,Pressure peak corresponds to oversized billet batch processing.
-31427,2024-04-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.085,True,Operator reported intermittent chatter on machine CNC-04.
-31428,2024-04-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.694,False,Thermal ramp exceeded expected warmup curve before shift start.
-31429,2024-04-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Humidity readings track seasonal rise across late spring.
-31430,2024-04-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.687,False,Air handler maintenance reduced humidity variance on finishing line.
-31431,2024-04-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.68,True,Air handler maintenance reduced humidity variance on finishing line.
-31432,2024-04-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.802,False,Vibration harmonics broadened during extended production run.
-31433,2024-04-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.391,False,Bearing temperature rising faster than baseline on spindle cell.
-31434,2024-04-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.164,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-31435,2024-04-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.185,True,Bearing temperature rising faster than baseline on spindle cell.
-31436,2024-04-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.488,False,Press cycle dwell time lengthened during high-volume batch.
-31437,2024-04-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.228,False,Humidity readings track seasonal rise across late spring.
-31438,2024-04-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.148,False,Unbalanced load introduced cyclical pressure ripple.
-31439,2024-04-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.988,True,Pressure line purge completed before restart authorization.
-31440,2024-04-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.649,False,Operator reported intermittent chatter on machine CNC-04.
-31441,2024-04-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.225,False,Thermal ramp exceeded expected warmup curve before shift start.
-31442,2024-04-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.477,False,Operator reported intermittent chatter on machine CNC-04.
-31443,2024-04-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.089,True,Pressure peak corresponds to oversized billet batch processing.
-31444,2024-04-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.462,False,Pressure line purge completed before restart authorization.
-31445,2024-04-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.647,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-31446,2024-04-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.365,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31447,2024-04-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.612,True,Edge collector replayed buffered events after network recovery.
-31448,2024-04-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.126,False,Press cycle dwell time lengthened during high-volume batch.
-31449,2024-04-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.719,False,Pressure line purge completed before restart authorization.
-31450,2024-04-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.447,False,Quality team requested trace review for lot 24-118B.
-31451,2024-04-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.318,True,Compressed air fluctuation introduced pressure noise for two cycles.
-31452,2024-04-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.516,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-31453,2024-04-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.085,False,Telemetry quality flag downgraded during sensor self-test window.
-31454,2024-04-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.526,False,Machine throughput increase drove sustained pressure uplift.
-31455,2024-04-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.29,True,Supervisory alert generated after three consecutive threshold breaches.
-31456,2024-04-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.265,False,Operator reset acknowledged after red-tag inspection.
-31457,2024-04-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.645,False,Sensor heartbeat delayed by one interval after gateway retry.
-31458,2024-04-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.132,False,Transient outlier matched forklift impact near cabinet wall.
-31459,2024-04-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.605,True,Telemetry quality flag downgraded during sensor self-test window.
-31460,2024-04-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.761,False,Supervisory alert generated after three consecutive threshold breaches.
-31461,2024-04-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.609,False,Maintenance crew confirmed lubrication interval was missed.
-31462,2024-04-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.748,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31463,2024-04-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.729,True,Coolant loop adjustment reduced chamber temperature spread.
-31464,2024-04-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.391,False,Packaging line stop reduced adjacent vibration background.
-31465,2024-04-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.005,False,Machine idle period extended during planned sanitation window.
-31466,2024-04-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.984,False,Quality hold reduced finishing booth activity for one shift.
-31467,2024-04-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.102,True,Sensor heartbeat delayed by one interval after gateway retry.
-31468,2024-04-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.177,False,Packaging line stop reduced adjacent vibration background.
-31469,2024-04-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.128,False,Temperature remained elevated during unscheduled overtime run.
-31470,2024-04-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.9,False,Hydraulic line pressure oscillation detected under load.
-31471,2024-04-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.87,True,Machine idle period extended during planned sanitation window.
-31472,2024-04-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.033,False,Anomaly review flagged possible bearing wear progression.
-31473,2024-04-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.074,False,Machine idle period extended during planned sanitation window.
-31474,2024-04-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.294,False,Temperature remained elevated during unscheduled overtime run.
-31475,2024-04-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.23,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31476,2024-04-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.876,False,Sensor battery health remains nominal after firmware update.
-31477,2024-04-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.148,False,Packaging line stop reduced adjacent vibration background.
-31478,2024-04-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.054,False,Unbalanced load introduced cyclical pressure ripple.
-31479,2024-04-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.153,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-31480,2024-04-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.69,False,Quality hold reduced finishing booth activity for one shift.
-31481,2024-04-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.482,False,Air handler maintenance reduced humidity variance on finishing line.
-31482,2024-04-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.57,False,Machine idle period extended during planned sanitation window.
-31483,2024-04-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.651,True,Operator reported intermittent chatter on machine CNC-04.
-31484,2024-04-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.529,False,Coolant loop adjustment reduced chamber temperature spread.
-31485,2024-04-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.276,False,Sensor enclosure opened for manual calibration verification.
-31486,2024-04-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.722,False,Telemetry quality flag downgraded during sensor self-test window.
-31487,2024-04-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.21,True,Reliability engineer tagged sample window for model retraining.
-31488,2024-04-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.383,False,Vibration burst exceeds envelope during tool change cycle.
-31489,2024-04-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.246,False,Temperature variance narrowed after coolant nozzle cleaning.
-31490,2024-04-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.679,False,Humidity excursion near finishing booth during coating run.
-31491,2024-04-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.605,True,Sensor heartbeat delayed by one interval after gateway retry.
-31492,2024-04-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.822,False,Vibration burst exceeds envelope during tool change cycle.
-31493,2024-04-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.655,False,Short-lived packet loss observed at edge gateway gw-02.
-31494,2024-04-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.619,False,Machine throughput increase drove sustained pressure uplift.
-31495,2024-04-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.959,True,Vibration baseline recovered after tool holder replacement.
-31496,2024-04-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.546,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31497,2024-04-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.167,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31498,2024-04-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.403,False,Condensation warning cleared after dehumidifier ramp-up.
-31499,2024-04-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.938,True,Bearing temperature rising faster than baseline on spindle cell.
-31500,2024-04-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.541,False,Humidity readings track seasonal rise across late spring.
-31501,2024-04-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.004,False,Packaging line stop reduced adjacent vibration background.
-31502,2024-04-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.789,False,Machine throughput increase drove sustained pressure uplift.
-31503,2024-04-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.35,True,Dust extraction fan offline for 18 minutes on line finishing.
-31504,2024-04-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.684,False,Thermal overshoot event coincided with recipe change on furnace.
-31505,2024-04-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.971,False,Pressure line purge completed before restart authorization.
-31506,2024-04-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.887,False,Night shift startup produced higher than normal vibration floor.
-31507,2024-04-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.809,True,Temporary gateway failover completed without data loss.
-31508,2024-04-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.051,False,Thermal ramp exceeded expected warmup curve before shift start.
-31509,2024-04-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.305,False,Temperature remained elevated during unscheduled overtime run.
-31510,2024-04-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.502,False,Short-lived packet loss observed at edge gateway gw-02.
-31511,2024-04-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.696,True,Calibration check overdue by 11 days for press-line transducer.
-31512,2024-04-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.517,False,Air handler maintenance reduced humidity variance on finishing line.
-31513,2024-04-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.023,False,Humidity baseline improved after seal replacement.
-31514,2024-04-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.272,False,Sensor heartbeat delayed by one interval after gateway retry.
-31515,2024-04-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.667,True,Sensor battery health remains nominal after firmware update.
-31516,2024-04-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.054,False,Packaging line stop reduced adjacent vibration background.
-31517,2024-04-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.579,False,Thermal ramp exceeded expected warmup curve before shift start.
-31518,2024-04-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.272,False,Maintenance note logged for coupling imbalance inspection.
-31519,2024-04-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.499,True,Heat-treat furnace door cycling increased localized temperature spikes.
-31520,2024-04-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.66,False,Sensor signal clipping observed during startup surge.
-31521,2024-04-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.957,False,Maintenance crew confirmed lubrication interval was missed.
-31522,2024-04-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.947,False,Humidity excursion near finishing booth during coating run.
-31523,2024-04-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.501,True,Sensor battery health remains nominal after firmware update.
-31524,2024-04-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.66,False,Press cycle dwell time lengthened during high-volume batch.
-31525,2024-04-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.058,False,Packaging line stop reduced adjacent vibration background.
-31526,2024-04-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.982,False,Humidity excursion near finishing booth during coating run.
-31527,2024-04-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.608,True,Hydraulic line pressure oscillation detected under load.
-31528,2024-04-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.005,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31529,2024-04-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.191,False,Pressure line purge completed before restart authorization.
-31530,2024-04-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.349,False,Sensor enclosure opened for manual calibration verification.
-31531,2024-04-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.104,True,Humidity baseline improved after seal replacement.
-31532,2024-04-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.975,False,Temperature remained elevated during unscheduled overtime run.
-31533,2024-04-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.973,False,Vibration harmonics broadened during extended production run.
-31534,2024-04-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.843,False,Machine idle period extended during planned sanitation window.
-31535,2024-04-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.857,True,Heat-treat furnace door cycling increased localized temperature spikes.
-31536,2024-04-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.393,False,Maintenance scheduler deferred calibration due to spare shortage.
-31537,2024-04-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.212,False,Press cycle dwell time lengthened during high-volume batch.
-31538,2024-04-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.213,False,Machine throughput increase drove sustained pressure uplift.
-31539,2024-04-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.059,True,Hydraulic line pressure oscillation detected under load.
-31540,2024-04-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,27.278,False,Sensor 3 drift suspected after cross-check with manual gauge.
-31541,2024-04-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.721,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31542,2024-04-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.277,False,Sensor signal clipping observed during startup surge.
-31543,2024-04-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.267,True,Pressure settled back to nominal after valve reseat.
-31544,2024-04-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.901,False,SCADA backfill inserted two delayed telemetry points.
-31545,2024-04-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.914,False,Humidity climbed during dock-door open period in afternoon shift.
-31546,2024-04-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.441,False,Night shift startup produced higher than normal vibration floor.
-31547,2024-04-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.554,True,Air handler maintenance reduced humidity variance on finishing line.
-31548,2024-04-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.534,False,Coolant loop adjustment reduced chamber temperature spread.
-31549,2024-04-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.738,False,Calibration check overdue by 11 days for press-line transducer.
-31550,2024-04-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.14,False,Quality hold reduced finishing booth activity for one shift.
-31551,2024-04-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.415,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-31552,2024-04-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.085,False,Maintenance crew confirmed lubrication interval was missed.
-31553,2024-04-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Bearing temperature rising faster than baseline on spindle cell.
-31554,2024-04-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.98,False,Operator reset acknowledged after red-tag inspection.
-31555,2024-04-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.675,True,Temperature remained elevated during unscheduled overtime run.
-31556,2024-04-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.965,False,Temporary gateway failover completed without data loss.
-31557,2024-04-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.773,False,Supervisory alert generated after three consecutive threshold breaches.
-31558,2024-04-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.92,False,Telemetry quality flag downgraded during sensor self-test window.
-31559,2024-04-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.566,True,Compressed air fluctuation introduced pressure noise for two cycles.
-31560,2024-04-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.437,False,Pressure peak corresponds to oversized billet batch processing.
-31561,2024-04-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.135,False,Coolant loop adjustment reduced chamber temperature spread.
-31562,2024-04-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.824,False,Sensor 3 drift suspected after cross-check with manual gauge.
-31563,2024-04-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.946,True,Vibration harmonics broadened during extended production run.
-31564,2024-04-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.141,False,Pressure settled back to nominal after valve reseat.
-31565,2024-04-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.016,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31566,2024-04-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.165,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31567,2024-04-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.628,True,Dust extraction fan offline for 18 minutes on line finishing.
-31568,2024-04-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.304,False,Quality hold reduced finishing booth activity for one shift.
-31569,2024-04-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.426,False,Telemetry quality flag downgraded during sensor self-test window.
-31570,2024-04-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.453,False,Quality team requested trace review for lot 24-118B.
-31571,2024-04-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,10.6,True,Compressed air fluctuation introduced pressure noise for two cycles.
-31572,2024-04-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.914,False,Sensor heartbeat delayed by one interval after gateway retry.
-31573,2024-04-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.65,False,Maintenance note logged for coupling imbalance inspection.
-31574,2024-04-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.393,False,Calibration check overdue by 11 days for press-line transducer.
-31575,2024-04-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.671,True,Sensor 3 drift suspected after cross-check with manual gauge.
-31576,2024-04-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.341,False,Quality team requested trace review for lot 24-118B.
-31577,2024-04-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.706,False,Pressure settled back to nominal after valve reseat.
-31578,2024-04-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.85,False,Operator reset acknowledged after red-tag inspection.
-31579,2024-04-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.522,True,Machine throughput increase drove sustained pressure uplift.
-31580,2024-04-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.822,False,Bearing temperature rising faster than baseline on spindle cell.
-31581,2024-04-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.935,False,Operator reported intermittent chatter on machine CNC-04.
-31582,2024-04-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.613,False,Air handler maintenance reduced humidity variance on finishing line.
-31583,2024-04-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,10.466,True,Temperature variance narrowed after coolant nozzle cleaning.
-31584,2024-04-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.28,False,Press cycle dwell time lengthened during high-volume batch.
-31585,2024-04-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.053,False,Calibration check overdue by 11 days for press-line transducer.
-31586,2024-04-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.578,False,Quality team requested trace review for lot 24-118B.
-31587,2024-04-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.867,True,Bearing temperature rising faster than baseline on spindle cell.
-31588,2024-04-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.406,False,Telemetry quality flag downgraded during sensor self-test window.
-31589,2024-04-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.83,False,Maintenance note logged for coupling imbalance inspection.
-31590,2024-04-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.436,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31591,2024-04-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.198,True,Quality team requested trace review for lot 24-118B.
-31592,2024-04-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.568,False,Maintenance crew confirmed lubrication interval was missed.
-31593,2024-04-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.407,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31594,2024-04-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.462,False,Humidity baseline improved after seal replacement.
-31595,2024-04-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.983,True,Telemetry quality flag downgraded during sensor self-test window.
-31596,2024-04-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.523,False,Thermal overshoot event coincided with recipe change on furnace.
-31597,2024-04-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.421,False,SCADA backfill inserted two delayed telemetry points.
-31598,2024-04-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.45,False,Machine throughput increase drove sustained pressure uplift.
-31599,2024-04-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.839,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-31600,2024-04-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.32,False,Condensation warning cleared after dehumidifier ramp-up.
-31601,2024-04-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.1,False,Sensor battery health remains nominal after firmware update.
-31602,2024-04-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.602,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31603,2024-04-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.237,True,Pressure settled back to nominal after valve reseat.
-31604,2024-04-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.173,False,Unbalanced load introduced cyclical pressure ripple.
-31605,2024-04-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.718,False,Calibration check overdue by 11 days for press-line transducer.
-31606,2024-04-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.237,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31607,2024-04-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.19,True,Pressure line purge completed before restart authorization.
-31608,2024-04-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.581,False,Night shift startup produced higher than normal vibration floor.
-31609,2024-04-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.918,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31610,2024-04-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.042,False,Sensor heartbeat delayed by one interval after gateway retry.
-31611,2024-04-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.336,True,Quality team requested trace review for lot 24-118B.
-31612,2024-04-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.345,False,Packaging line stop reduced adjacent vibration background.
-31613,2024-04-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.163,False,Operator reset acknowledged after red-tag inspection.
-31614,2024-04-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.971,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31615,2024-04-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.781,True,Sensor enclosure opened for manual calibration verification.
-31616,2024-04-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.092,False,Humidity baseline improved after seal replacement.
-31617,2024-04-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.239,False,Telemetry quality flag downgraded during sensor self-test window.
-31618,2024-04-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.967,False,Vibration baseline recovered after tool holder replacement.
-31619,2024-04-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.987,True,Sensor battery health remains nominal after firmware update.
-31620,2024-04-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.713,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31621,2024-04-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.838,False,Warning threshold updated for pilot predictive-maintenance model.
-31622,2024-04-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.524,False,Pressure line purge completed before restart authorization.
-31623,2024-04-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.745,True,Humidity baseline improved after seal replacement.
-31624,2024-04-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.761,False,Humidity readings track seasonal rise across late spring.
-31625,2024-04-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.843,False,Humidity excursion near finishing booth during coating run.
-31626,2024-04-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.795,False,Telemetry quality flag downgraded during sensor self-test window.
-31627,2024-04-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.49,True,Bearing temperature rising faster than baseline on spindle cell.
-31628,2024-04-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.316,False,Machine idle period extended during planned sanitation window.
-31629,2024-04-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-31630,2024-04-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.999,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31631,2024-04-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.472,True,Sensor enclosure opened for manual calibration verification.
-31632,2024-04-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.894,False,Thermal overshoot event coincided with recipe change on furnace.
-31633,2024-04-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.344,False,Reliability engineer tagged sample window for model retraining.
-31634,2024-04-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.935,False,Sensor signal clipping observed during startup surge.
-31635,2024-04-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.265,True,Maintenance crew confirmed lubrication interval was missed.
-31636,2024-04-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.524,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31637,2024-04-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.998,False,Maintenance crew confirmed lubrication interval was missed.
-31638,2024-04-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.437,False,Machine idle period extended during planned sanitation window.
-31639,2024-04-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.307,True,Bearing temperature rising faster than baseline on spindle cell.
-31640,2024-04-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.9,False,Coolant loop adjustment reduced chamber temperature spread.
-31641,2024-04-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.514,False,Shift handoff note referenced unusual noise near press enclosure.
-31642,2024-04-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.984,False,Unbalanced load introduced cyclical pressure ripple.
-31643,2024-04-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.953,True,Ambient temperature stabilized after HVAC stage-two engagement.
-31644,2024-04-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.181,False,Maintenance crew confirmed lubrication interval was missed.
-31645,2024-04-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.841,False,Telemetry quality flag downgraded during sensor self-test window.
-31646,2024-04-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.567,False,Operator reset acknowledged after red-tag inspection.
-31647,2024-04-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.43,True,Humidity excursion near finishing booth during coating run.
-31648,2024-04-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.147,False,Press cycle dwell time lengthened during high-volume batch.
-31649,2024-04-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.079,False,Pressure line purge completed before restart authorization.
-31650,2024-04-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.93,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31651,2024-04-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.265,True,Humidity readings track seasonal rise across late spring.
-31652,2024-04-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.664,False,Machine idle period extended during planned sanitation window.
-31653,2024-04-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.686,False,Pressure line purge completed before restart authorization.
-31654,2024-04-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.958,False,Maintenance crew confirmed lubrication interval was missed.
-31655,2024-04-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.245,True,Warning threshold updated for pilot predictive-maintenance model.
-31656,2024-04-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.773,False,Dust extraction fan offline for 18 minutes on line finishing.
-31657,2024-04-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.883,False,Packaging line stop reduced adjacent vibration background.
-31658,2024-04-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.418,False,Sensor 3 drift suspected after cross-check with manual gauge.
-31659,2024-04-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.678,True,Pressure line purge completed before restart authorization.
-31660,2024-04-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.912,False,Operator reported intermittent chatter on machine CNC-04.
-31661,2024-04-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.394,False,Sensor signal clipping observed during startup surge.
-31662,2024-04-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.668,False,Reliability engineer tagged sample window for model retraining.
-31663,2024-04-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.343,True,Sensor 3 drift suspected after cross-check with manual gauge.
-31664,2024-04-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.58,False,Vibration burst exceeds envelope during tool change cycle.
-31665,2024-04-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.65,False,Pressure line purge completed before restart authorization.
-31666,2024-04-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.26,False,Warning threshold updated for pilot predictive-maintenance model.
-31667,2024-04-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.65,True,Packaging line stop reduced adjacent vibration background.
-31668,2024-04-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.35,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-31669,2024-04-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.154,False,Maintenance crew confirmed lubrication interval was missed.
-31670,2024-04-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.261,False,Humidity readings track seasonal rise across late spring.
-31671,2024-04-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.186,True,Anomaly review flagged possible bearing wear progression.
-31672,2024-04-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.425,False,Anomaly review flagged possible bearing wear progression.
-31673,2024-04-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.281,False,Shift handoff note referenced unusual noise near press enclosure.
-31674,2024-04-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.69,False,Air handler maintenance reduced humidity variance on finishing line.
-31675,2024-04-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.602,True,Transient outlier matched forklift impact near cabinet wall.
-31676,2024-04-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.99,False,Telemetry quality flag downgraded during sensor self-test window.
-31677,2024-04-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Temperature variance narrowed after coolant nozzle cleaning.
-31678,2024-04-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.68,False,Bearing temperature rising faster than baseline on spindle cell.
-31679,2024-04-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.065,True,Night shift startup produced higher than normal vibration floor.
-31680,2024-04-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.432,False,Hydraulic line pressure oscillation detected under load.
-31681,2024-04-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.091,False,Anomaly review flagged possible bearing wear progression.
-31682,2024-04-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.148,False,Thermal overshoot event coincided with recipe change on furnace.
-31683,2024-04-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.383,True,SCADA backfill inserted two delayed telemetry points.
-31684,2024-04-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.072,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31685,2024-04-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.904,False,Calibration check overdue by 11 days for press-line transducer.
-31686,2024-04-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.607,False,Thermal ramp exceeded expected warmup curve before shift start.
-31687,2024-04-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.562,True,Machine idle period extended during planned sanitation window.
-31688,2024-04-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.577,False,Air handler maintenance reduced humidity variance on finishing line.
-31689,2024-04-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.568,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31690,2024-04-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.05,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31691,2024-04-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.851,True,Transient outlier matched forklift impact near cabinet wall.
-31692,2024-04-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.145,False,Temporary gateway failover completed without data loss.
-31693,2024-04-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Bearing temperature rising faster than baseline on spindle cell.
-31694,2024-04-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.927,False,Vibration burst exceeds envelope during tool change cycle.
-31695,2024-04-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.587,True,Hydraulic line pressure oscillation detected under load.
-31696,2024-04-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.276,False,Humidity excursion near finishing booth during coating run.
-31697,2024-04-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.836,False,Press cycle dwell time lengthened during high-volume batch.
-31698,2024-04-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.295,False,Supervisory alert generated after three consecutive threshold breaches.
-31699,2024-04-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.372,True,Press cycle dwell time lengthened during high-volume batch.
-31700,2024-04-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.163,False,Vibration baseline recovered after tool holder replacement.
-31701,2024-04-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Temperature variance narrowed after coolant nozzle cleaning.
-31702,2024-04-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.099,False,Anomaly review flagged possible bearing wear progression.
-31703,2024-04-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.527,True,Anomaly review flagged possible bearing wear progression.
-31704,2024-04-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.392,False,Telemetry quality flag downgraded during sensor self-test window.
-31705,2024-04-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31706,2024-04-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.582,False,Sensor heartbeat delayed by one interval after gateway retry.
-31707,2024-04-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.716,True,Reliability engineer tagged sample window for model retraining.
-31708,2024-04-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.299,False,Press cycle dwell time lengthened during high-volume batch.
-31709,2024-04-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.801,False,Quality hold reduced finishing booth activity for one shift.
-31710,2024-04-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.176,False,Packaging line stop reduced adjacent vibration background.
-31711,2024-04-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.377,True,Anomaly review flagged possible bearing wear progression.
-31712,2024-04-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.738,False,Sensor enclosure opened for manual calibration verification.
-31713,2024-04-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.923,False,Dust extraction fan offline for 18 minutes on line finishing.
-31714,2024-04-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.469,False,Night shift startup produced higher than normal vibration floor.
-31715,2024-04-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.963,True,Sensor 3 drift suspected after cross-check with manual gauge.
-31716,2024-04-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.173,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31717,2024-04-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.756,False,Operator reported intermittent chatter on machine CNC-04.
-31718,2024-04-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.555,False,Short-lived packet loss observed at edge gateway gw-02.
-31719,2024-04-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,6.849,True,Reliability engineer tagged sample window for model retraining.
-31720,2024-04-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.402,False,Transient outlier matched forklift impact near cabinet wall.
-31721,2024-04-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.595,False,Shift handoff note referenced unusual noise near press enclosure.
-31722,2024-04-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.352,False,SCADA backfill inserted two delayed telemetry points.
-31723,2024-04-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.917,True,Sensor enclosure opened for manual calibration verification.
-31724,2024-04-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.528,False,Humidity readings track seasonal rise across late spring.
-31725,2024-04-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.199,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31726,2024-04-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,80.592,False,Operator reported intermittent chatter on machine CNC-04.
-31727,2024-04-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.26,True,Operator reset acknowledged after red-tag inspection.
-31728,2024-04-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.342,False,Machine idle period extended during planned sanitation window.
-31729,2024-04-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.991,False,Temporary gateway failover completed without data loss.
-31730,2024-04-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.078,False,Telemetry quality flag downgraded during sensor self-test window.
-31731,2024-04-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.701,True,Humidity baseline improved after seal replacement.
-31732,2024-04-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.065,False,Maintenance note logged for coupling imbalance inspection.
-31733,2024-04-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.135,False,Quality team requested trace review for lot 24-118B.
-31734,2024-04-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.832,False,Transient outlier matched forklift impact near cabinet wall.
-31735,2024-04-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.486,True,Humidity readings track seasonal rise across late spring.
-31736,2024-04-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.402,False,Sensor heartbeat delayed by one interval after gateway retry.
-31737,2024-04-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.718,False,Night shift startup produced higher than normal vibration floor.
-31738,2024-04-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.921,False,Vibration harmonics broadened during extended production run.
-31739,2024-04-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.101,True,Ambient temperature stabilized after HVAC stage-two engagement.
-31740,2024-04-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.284,False,Operator reported intermittent chatter on machine CNC-04.
-31741,2024-04-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.278,False,Sensor 3 drift suspected after cross-check with manual gauge.
-31742,2024-04-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.079,False,Pressure peak corresponds to oversized billet batch processing.
-31743,2024-04-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.61,True,Temperature variance narrowed after coolant nozzle cleaning.
-31744,2024-04-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.613,False,Short-lived packet loss observed at edge gateway gw-02.
-31745,2024-04-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.39,False,Temporary gateway failover completed without data loss.
-31746,2024-04-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.129,False,Temporary gateway failover completed without data loss.
-31747,2024-04-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.013,True,Vibration baseline recovered after tool holder replacement.
-31748,2024-04-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.205,False,Unbalanced load introduced cyclical pressure ripple.
-31749,2024-04-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.828,False,Thermal ramp exceeded expected warmup curve before shift start.
-31750,2024-04-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.901,False,Thermal ramp exceeded expected warmup curve before shift start.
-31751,2024-04-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.026,True,Temporary gateway failover completed without data loss.
-31752,2024-04-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.932,False,Pressure settled back to nominal after valve reseat.
-31753,2024-04-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.519,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31754,2024-04-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.899,False,Sensor heartbeat delayed by one interval after gateway retry.
-31755,2024-04-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.59,True,Hydraulic line pressure oscillation detected under load.
-31756,2024-04-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.736,False,Machine idle period extended during planned sanitation window.
-31757,2024-04-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.477,False,Coolant loop adjustment reduced chamber temperature spread.
-31758,2024-04-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.954,False,Machine throughput increase drove sustained pressure uplift.
-31759,2024-04-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.664,True,Press cycle dwell time lengthened during high-volume batch.
-31760,2024-04-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.985,False,Condensation warning cleared after dehumidifier ramp-up.
-31761,2024-04-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.134,False,Humidity climbed during dock-door open period in afternoon shift.
-31762,2024-04-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.717,False,Shift handoff note referenced unusual noise near press enclosure.
-31763,2024-04-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.22,True,Machine idle period extended during planned sanitation window.
-31764,2024-04-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.058,False,Night shift startup produced higher than normal vibration floor.
-31765,2024-04-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.56,False,Sensor battery health remains nominal after firmware update.
-31766,2024-04-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.95,False,Maintenance note logged for coupling imbalance inspection.
-31767,2024-04-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.259,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31768,2024-04-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.494,False,Sensor 3 drift suspected after cross-check with manual gauge.
-31769,2024-04-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.257,False,Night shift startup produced higher than normal vibration floor.
-31770,2024-04-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.394,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31771,2024-04-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.035,True,Supervisory alert generated after three consecutive threshold breaches.
-31772,2024-04-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.557,False,Temperature remained elevated during unscheduled overtime run.
-31773,2024-04-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Humidity baseline improved after seal replacement.
-31774,2024-04-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.225,False,Pressure settled back to nominal after valve reseat.
-31775,2024-04-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.544,True,Temporary gateway failover completed without data loss.
-31776,2024-04-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.247,False,Humidity readings track seasonal rise across late spring.
-31777,2024-04-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.081,False,Pressure peak corresponds to oversized billet batch processing.
-31778,2024-04-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.486,False,SCADA backfill inserted two delayed telemetry points.
-31779,2024-04-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.935,True,Temporary gateway failover completed without data loss.
-31780,2024-04-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.815,False,Shift handoff note referenced unusual noise near press enclosure.
-31781,2024-04-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.869,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31782,2024-04-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.152,False,Shift handoff note referenced unusual noise near press enclosure.
-31783,2024-04-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.966,True,Maintenance crew confirmed lubrication interval was missed.
-31784,2024-04-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.803,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31785,2024-04-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.119,False,Thermal ramp exceeded expected warmup curve before shift start.
-31786,2024-04-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.952,False,Press cycle dwell time lengthened during high-volume batch.
-31787,2024-04-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.659,True,Thermal overshoot event coincided with recipe change on furnace.
-31788,2024-04-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.202,False,Edge collector replayed buffered events after network recovery.
-31789,2024-04-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Maintenance crew confirmed lubrication interval was missed.
-31790,2024-04-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.707,False,Pressure settled back to nominal after valve reseat.
-31791,2024-04-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.619,True,Machine throughput increase drove sustained pressure uplift.
-31792,2024-04-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.002,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31793,2024-04-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.408,False,Edge collector replayed buffered events after network recovery.
-31794,2024-04-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.858,False,Pressure settled back to nominal after valve reseat.
-31795,2024-04-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.121,True,Ambient temperature stabilized after HVAC stage-two engagement.
-31796,2024-04-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.572,False,Temperature remained elevated during unscheduled overtime run.
-31797,2024-04-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.708,False,Pressure peak corresponds to oversized billet batch processing.
-31798,2024-04-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.354,False,Dust extraction fan offline for 18 minutes on line finishing.
-31799,2024-04-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.731,True,Transient outlier matched forklift impact near cabinet wall.
-31800,2024-04-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.592,False,Telemetry quality flag downgraded during sensor self-test window.
-31801,2024-04-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.019,False,Pressure line purge completed before restart authorization.
-31802,2024-04-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.985,False,Pressure settled back to nominal after valve reseat.
-31803,2024-04-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.57,True,Humidity climbed during dock-door open period in afternoon shift.
-31804,2024-04-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.795,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31805,2024-04-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Quality hold reduced finishing booth activity for one shift.
-31806,2024-04-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.141,False,Night shift startup produced higher than normal vibration floor.
-31807,2024-04-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.177,True,Maintenance crew confirmed lubrication interval was missed.
-31808,2024-04-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.245,False,Warning threshold updated for pilot predictive-maintenance model.
-31809,2024-04-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.83,False,Coolant loop adjustment reduced chamber temperature spread.
-31810,2024-04-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.588,False,Warning threshold updated for pilot predictive-maintenance model.
-31811,2024-04-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.862,True,Calibration check overdue by 11 days for press-line transducer.
-31812,2024-04-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.605,False,Maintenance scheduler deferred calibration due to spare shortage.
-31813,2024-04-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.931,False,Supervisory alert generated after three consecutive threshold breaches.
-31814,2024-04-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.664,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31815,2024-04-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.241,True,Vibration baseline recovered after tool holder replacement.
-31816,2024-04-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.131,False,Air handler maintenance reduced humidity variance on finishing line.
-31817,2024-04-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.745,False,Humidity climbed during dock-door open period in afternoon shift.
-31818,2024-04-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.152,False,Sensor battery health remains nominal after firmware update.
-31819,2024-04-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.224,True,Operator reported intermittent chatter on machine CNC-04.
-31820,2024-04-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.726,False,Sensor heartbeat delayed by one interval after gateway retry.
-31821,2024-04-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.0,False,Coolant loop adjustment reduced chamber temperature spread.
-31822,2024-04-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.414,False,Bearing temperature rising faster than baseline on spindle cell.
-31823,2024-04-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.875,True,Temperature variance narrowed after coolant nozzle cleaning.
-31824,2024-04-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.898,False,Quality team requested trace review for lot 24-118B.
-31825,2024-04-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.078,False,Machine idle period extended during planned sanitation window.
-31826,2024-04-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.565,False,Air handler maintenance reduced humidity variance on finishing line.
-31827,2024-04-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.424,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-31828,2024-04-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.348,False,Maintenance scheduler deferred calibration due to spare shortage.
-31829,2024-04-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.859,False,Vibration baseline recovered after tool holder replacement.
-31830,2024-04-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.708,False,Thermal overshoot event coincided with recipe change on furnace.
-31831,2024-04-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.861,True,Sensor battery health remains nominal after firmware update.
-31832,2024-04-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.62,False,Warning threshold updated for pilot predictive-maintenance model.
-31833,2024-04-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Edge collector replayed buffered events after network recovery.
-31834,2024-04-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.737,False,Sensor heartbeat delayed by one interval after gateway retry.
-31835,2024-04-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.474,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-31836,2024-04-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.556,False,Humidity readings track seasonal rise across late spring.
-31837,2024-04-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.296,False,Sensor heartbeat delayed by one interval after gateway retry.
-31838,2024-04-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.022,False,Humidity climbed during dock-door open period in afternoon shift.
-31839,2024-04-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.508,True,Temperature variance narrowed after coolant nozzle cleaning.
-31840,2024-04-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.663,False,Bearing temperature rising faster than baseline on spindle cell.
-31841,2024-04-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.631,False,Night shift startup produced higher than normal vibration floor.
-31842,2024-04-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.516,False,Vibration burst exceeds envelope during tool change cycle.
-31843,2024-04-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.238,True,Maintenance crew confirmed lubrication interval was missed.
-31844,2024-04-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.648,False,Temperature variance narrowed after coolant nozzle cleaning.
-31845,2024-04-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.032,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-31846,2024-04-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.592,False,Maintenance note logged for coupling imbalance inspection.
-31847,2024-04-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.676,True,SCADA backfill inserted two delayed telemetry points.
-31848,2024-04-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.469,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31849,2024-04-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.952,False,Humidity readings track seasonal rise across late spring.
-31850,2024-04-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.259,False,Packaging line stop reduced adjacent vibration background.
-31851,2024-04-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.306,True,Shift handoff note referenced unusual noise near press enclosure.
-31852,2024-04-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.302,False,Operator reported intermittent chatter on machine CNC-04.
-31853,2024-04-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.598,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31854,2024-04-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.34,False,Sensor battery health remains nominal after firmware update.
-31855,2024-04-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.592,True,Maintenance crew confirmed lubrication interval was missed.
-31856,2024-04-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.898,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31857,2024-04-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.539,False,Temperature remained elevated during unscheduled overtime run.
-31858,2024-04-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.824,False,Operator reset acknowledged after red-tag inspection.
-31859,2024-04-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.387,True,Temporary gateway failover completed without data loss.
-31860,2024-04-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.26,False,Temperature remained elevated during unscheduled overtime run.
-31861,2024-04-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.746,False,Thermal ramp exceeded expected warmup curve before shift start.
-31862,2024-04-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.185,False,Machine throughput increase drove sustained pressure uplift.
-31863,2024-04-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.113,True,SCADA backfill inserted two delayed telemetry points.
-31864,2024-04-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.418,False,Transient outlier matched forklift impact near cabinet wall.
-31865,2024-04-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.069,False,Pressure settled back to nominal after valve reseat.
-31866,2024-04-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.823,False,Vibration harmonics broadened during extended production run.
-31867,2024-04-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.185,True,Condensation warning cleared after dehumidifier ramp-up.
-31868,2024-04-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.379,False,Edge collector replayed buffered events after network recovery.
-31869,2024-04-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.11,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31870,2024-04-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.082,False,Packaging line stop reduced adjacent vibration background.
-31871,2024-04-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.763,True,Dust extraction fan offline for 18 minutes on line finishing.
-31872,2024-04-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.545,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31873,2024-04-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.492,False,Pressure line purge completed before restart authorization.
-31874,2024-04-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.555,False,Sensor battery health remains nominal after firmware update.
-31875,2024-04-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.423,True,Pressure peak corresponds to oversized billet batch processing.
-31876,2024-04-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.45,False,Night shift startup produced higher than normal vibration floor.
-31877,2024-04-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.328,False,Quality hold reduced finishing booth activity for one shift.
-31878,2024-04-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.285,False,Temporary gateway failover completed without data loss.
-31879,2024-04-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.355,True,Transient outlier matched forklift impact near cabinet wall.
-31880,2024-04-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.684,False,Maintenance note logged for coupling imbalance inspection.
-31881,2024-04-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.264,False,Maintenance scheduler deferred calibration due to spare shortage.
-31882,2024-04-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.647,False,Heat-treat furnace door cycling increased localized temperature spikes.
-31883,2024-04-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.835,True,Pressure line purge completed before restart authorization.
-31884,2024-04-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.739,False,Sensor enclosure opened for manual calibration verification.
-31885,2024-04-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.888,False,Short-lived packet loss observed at edge gateway gw-02.
-31886,2024-04-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.246,False,Operator reported intermittent chatter on machine CNC-04.
-31887,2024-04-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.088,True,Thermal ramp exceeded expected warmup curve before shift start.
-31888,2024-04-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.739,False,SCADA backfill inserted two delayed telemetry points.
-31889,2024-04-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.316,False,Short-lived packet loss observed at edge gateway gw-02.
-31890,2024-04-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.194,False,Unbalanced load introduced cyclical pressure ripple.
-31891,2024-04-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.698,True,Vibration harmonics broadened during extended production run.
-31892,2024-04-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.448,False,Calibration check overdue by 11 days for press-line transducer.
-31893,2024-04-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.271,False,Humidity baseline improved after seal replacement.
-31894,2024-04-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.446,False,Telemetry quality flag downgraded during sensor self-test window.
-31895,2024-04-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.628,True,Edge collector replayed buffered events after network recovery.
-31896,2024-04-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.287,False,Operator reset acknowledged after red-tag inspection.
-31897,2024-04-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.204,False,Short-lived packet loss observed at edge gateway gw-02.
-31898,2024-04-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.222,False,Pressure peak corresponds to oversized billet batch processing.
-31899,2024-04-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.421,True,Maintenance scheduler deferred calibration due to spare shortage.
-31900,2024-04-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.884,False,Vibration harmonics broadened during extended production run.
-31901,2024-04-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.7,False,Sensor heartbeat delayed by one interval after gateway retry.
-31902,2024-04-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.619,False,Telemetry quality flag downgraded during sensor self-test window.
-31903,2024-04-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.684,True,Air handler maintenance reduced humidity variance on finishing line.
-31904,2024-04-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.732,False,Vibration baseline recovered after tool holder replacement.
-31905,2024-04-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Short-lived packet loss observed at edge gateway gw-02.
-31906,2024-04-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.143,False,Machine idle period extended during planned sanitation window.
-31907,2024-04-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.936,True,Heat-treat furnace door cycling increased localized temperature spikes.
-31908,2024-04-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.295,False,Ambient temperature stabilized after HVAC stage-two engagement.
-31909,2024-04-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.804,False,Air handler maintenance reduced humidity variance on finishing line.
-31910,2024-04-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.674,False,Edge collector replayed buffered events after network recovery.
-31911,2024-04-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.527,True,Condensation warning cleared after dehumidifier ramp-up.
-31912,2024-04-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.12,False,Edge collector replayed buffered events after network recovery.
-31913,2024-04-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.905,False,Anomaly review flagged possible bearing wear progression.
-31914,2024-04-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.83,False,Anomaly review flagged possible bearing wear progression.
-31915,2024-04-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.685,True,Condensation warning cleared after dehumidifier ramp-up.
-31916,2024-04-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.427,False,Humidity baseline improved after seal replacement.
-31917,2024-04-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,SCADA backfill inserted two delayed telemetry points.
-31918,2024-04-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.131,False,Unbalanced load introduced cyclical pressure ripple.
-31919,2024-04-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.761,True,Quality hold reduced finishing booth activity for one shift.
-31920,2024-04-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.116,False,Anomaly review flagged possible bearing wear progression.
-31921,2024-04-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.253,False,Temporary gateway failover completed without data loss.
-31922,2024-04-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.695,False,Bearing temperature rising faster than baseline on spindle cell.
-31923,2024-04-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.468,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31924,2024-04-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.947,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-31925,2024-04-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.669,False,Humidity excursion near finishing booth during coating run.
-31926,2024-04-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.666,False,Condensation warning cleared after dehumidifier ramp-up.
-31927,2024-04-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.544,True,Vibration harmonics broadened during extended production run.
-31928,2024-04-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.812,False,Maintenance crew confirmed lubrication interval was missed.
-31929,2024-04-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.319,False,SCADA backfill inserted two delayed telemetry points.
-31930,2024-04-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,70.716,False,Transient outlier matched forklift impact near cabinet wall.
-31931,2024-04-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.282,True,Press cycle dwell time lengthened during high-volume batch.
-31932,2024-04-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.137,False,Shift handoff note referenced unusual noise near press enclosure.
-31933,2024-04-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,Calibration check overdue by 11 days for press-line transducer.
-31934,2024-04-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.685,False,Unbalanced load introduced cyclical pressure ripple.
-31935,2024-04-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.98,True,Thermal overshoot event coincided with recipe change on furnace.
-31936,2024-04-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.67,False,Vibration burst exceeds envelope during tool change cycle.
-31937,2024-04-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.267,False,Quality team requested trace review for lot 24-118B.
-31938,2024-04-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.951,False,Operator reset acknowledged after red-tag inspection.
-31939,2024-04-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.745,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31940,2024-04-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.701,False,Vibration baseline recovered after tool holder replacement.
-31941,2024-04-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.64,False,Temporary gateway failover completed without data loss.
-31942,2024-04-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.279,False,Maintenance scheduler deferred calibration due to spare shortage.
-31943,2024-04-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.991,True,Humidity readings track seasonal rise across late spring.
-31944,2024-04-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.642,False,Bearing temperature rising faster than baseline on spindle cell.
-31945,2024-04-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.235,False,Maintenance crew confirmed lubrication interval was missed.
-31946,2024-04-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.939,False,Quality team requested trace review for lot 24-118B.
-31947,2024-04-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.426,True,Humidity climbed during dock-door open period in afternoon shift.
-31948,2024-04-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.393,False,Sensor enclosure opened for manual calibration verification.
-31949,2024-04-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.763,False,Maintenance note logged for coupling imbalance inspection.
-31950,2024-04-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.925,False,Quality team requested trace review for lot 24-118B.
-31951,2024-04-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.205,True,Machine throughput increase drove sustained pressure uplift.
-31952,2024-04-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.431,False,Vibration harmonics broadened during extended production run.
-31953,2024-04-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.644,False,Supervisory alert generated after three consecutive threshold breaches.
-31954,2024-04-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.057,False,Thermal overshoot event coincided with recipe change on furnace.
-31955,2024-04-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.163,True,Anomaly review flagged possible bearing wear progression.
-31956,2024-04-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.347,False,Short-lived packet loss observed at edge gateway gw-02.
-31957,2024-04-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.225,False,Maintenance scheduler deferred calibration due to spare shortage.
-31958,2024-04-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.075,False,Dust extraction fan offline for 18 minutes on line finishing.
-31959,2024-04-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.832,True,Sensor 3 drift suspected after cross-check with manual gauge.
-31960,2024-04-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.822,False,Sensor signal clipping observed during startup surge.
-31961,2024-04-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.352,False,Pressure line purge completed before restart authorization.
-31962,2024-04-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.526,False,Machine throughput increase drove sustained pressure uplift.
-31963,2024-04-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.551,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31964,2024-04-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.701,False,Telemetry quality flag downgraded during sensor self-test window.
-31965,2024-04-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.988,False,Calibration check overdue by 11 days for press-line transducer.
-31966,2024-04-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.161,False,Bearing temperature rising faster than baseline on spindle cell.
-31967,2024-04-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.563,True,Operator reset acknowledged after red-tag inspection.
-31968,2024-04-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.349,False,Night shift startup produced higher than normal vibration floor.
-31969,2024-04-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.561,False,Calibration check overdue by 11 days for press-line transducer.
-31970,2024-04-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.248,False,Sensor 3 drift suspected after cross-check with manual gauge.
-31971,2024-04-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.421,True,Calibration check overdue by 11 days for press-line transducer.
-31972,2024-04-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.682,False,Humidity climbed during dock-door open period in afternoon shift.
-31973,2024-04-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.459,False,Dust extraction fan offline for 18 minutes on line finishing.
-31974,2024-04-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.504,False,Calibration check overdue by 11 days for press-line transducer.
-31975,2024-04-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.921,True,Maintenance crew confirmed lubrication interval was missed.
-31976,2024-04-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.28,False,Short-lived packet loss observed at edge gateway gw-02.
-31977,2024-04-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.526,False,Maintenance note logged for coupling imbalance inspection.
-31978,2024-04-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.74,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-31979,2024-04-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.193,True,Thermal ramp exceeded expected warmup curve before shift start.
-31980,2024-04-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.549,False,Telemetry quality flag downgraded during sensor self-test window.
-31981,2024-04-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.509,False,Pressure peak corresponds to oversized billet batch processing.
-31982,2024-04-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.737,False,Maintenance crew confirmed lubrication interval was missed.
-31983,2024-04-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.926,True,Humidity baseline improved after seal replacement.
-31984,2024-04-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.51,False,Temporary gateway failover completed without data loss.
-31985,2024-04-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.617,False,Shift handoff note referenced unusual noise near press enclosure.
-31986,2024-04-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.073,False,Pressure line purge completed before restart authorization.
-31987,2024-04-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.15,True,Heat-treat furnace door cycling increased localized temperature spikes.
-31988,2024-04-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.996,False,Coolant loop adjustment reduced chamber temperature spread.
-31989,2024-04-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.21,False,Operator reported intermittent chatter on machine CNC-04.
-31990,2024-04-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.773,False,Coolant loop adjustment reduced chamber temperature spread.
-31991,2024-04-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.721,True,Humidity climbed during dock-door open period in afternoon shift.
-31992,2024-04-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.21,False,Operator reported intermittent chatter on machine CNC-04.
-31993,2024-04-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Operator reset acknowledged after red-tag inspection.
-31994,2024-04-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.123,False,Sensor signal clipping observed during startup surge.
-31995,2024-04-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.299,True,Vibration harmonics broadened during extended production run.
-31996,2024-04-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.9,False,Reliability engineer tagged sample window for model retraining.
-31997,2024-04-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.202,False,Shift handoff note referenced unusual noise near press enclosure.
-31998,2024-04-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.802,False,Compressed air fluctuation introduced pressure noise for two cycles.
-31999,2024-04-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.291,True,Packaging line stop reduced adjacent vibration background.
-32000,2024-04-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.075,False,Telemetry quality flag downgraded during sensor self-test window.
-32001,2024-04-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.679,False,Maintenance note logged for coupling imbalance inspection.
-32002,2024-04-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.401,False,SCADA backfill inserted two delayed telemetry points.
-32003,2024-04-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.993,True,Calibration check overdue by 11 days for press-line transducer.
-32004,2024-04-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.328,False,Sensor signal clipping observed during startup surge.
-32005,2024-04-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.145,False,Temperature variance narrowed after coolant nozzle cleaning.
-32006,2024-04-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.337,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32007,2024-04-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.804,True,Unbalanced load introduced cyclical pressure ripple.
-32008,2024-04-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.482,False,Sensor heartbeat delayed by one interval after gateway retry.
-32009,2024-04-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.015,False,Sensor heartbeat delayed by one interval after gateway retry.
-32010,2024-04-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.983,False,Temperature variance narrowed after coolant nozzle cleaning.
-32011,2024-04-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.882,True,Humidity excursion near finishing booth during coating run.
-32012,2024-04-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.235,False,Maintenance scheduler deferred calibration due to spare shortage.
-32013,2024-04-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.38,False,Temporary gateway failover completed without data loss.
-32014,2024-04-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.379,False,Dust extraction fan offline for 18 minutes on line finishing.
-32015,2024-04-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.416,True,Packaging line stop reduced adjacent vibration background.
-32016,2024-04-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.383,False,Temperature variance narrowed after coolant nozzle cleaning.
-32017,2024-04-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.079,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32018,2024-04-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.625,False,Pressure settled back to nominal after valve reseat.
-32019,2024-04-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.863,True,Night shift startup produced higher than normal vibration floor.
-32020,2024-04-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,37.346,False,Vibration burst exceeds envelope during tool change cycle.
-32021,2024-04-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.753,False,Calibration check overdue by 11 days for press-line transducer.
-32022,2024-04-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.549,False,Vibration baseline recovered after tool holder replacement.
-32023,2024-04-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.407,True,Sensor signal clipping observed during startup surge.
-32024,2024-04-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.497,False,Short-lived packet loss observed at edge gateway gw-02.
-32025,2024-04-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.565,False,Press cycle dwell time lengthened during high-volume batch.
-32026,2024-04-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.629,False,Sensor heartbeat delayed by one interval after gateway retry.
-32027,2024-04-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.487,True,Quality hold reduced finishing booth activity for one shift.
-32028,2024-04-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.985,False,Thermal ramp exceeded expected warmup curve before shift start.
-32029,2024-04-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.686,False,Quality team requested trace review for lot 24-118B.
-32030,2024-04-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.656,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32031,2024-04-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.053,True,Machine idle period extended during planned sanitation window.
-32032,2024-04-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.937,False,Humidity climbed during dock-door open period in afternoon shift.
-32033,2024-04-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.254,False,Thermal overshoot event coincided with recipe change on furnace.
-32034,2024-04-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.67,False,Warning threshold updated for pilot predictive-maintenance model.
-32035,2024-04-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.192,True,Operator reported intermittent chatter on machine CNC-04.
-32036,2024-04-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.766,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32037,2024-04-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.704,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32038,2024-04-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.097,False,Telemetry quality flag downgraded during sensor self-test window.
-32039,2024-04-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.963,True,Supervisory alert generated after three consecutive threshold breaches.
-32040,2024-04-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.328,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32041,2024-04-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32042,2024-04-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.591,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32043,2024-04-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.123,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-32044,2024-04-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.25,False,Humidity climbed during dock-door open period in afternoon shift.
-32045,2024-04-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.764,False,Air handler maintenance reduced humidity variance on finishing line.
-32046,2024-04-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.753,False,Night shift startup produced higher than normal vibration floor.
-32047,2024-04-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.896,True,Maintenance scheduler deferred calibration due to spare shortage.
-32048,2024-04-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.432,False,Telemetry quality flag downgraded during sensor self-test window.
-32049,2024-04-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Sensor heartbeat delayed by one interval after gateway retry.
-32050,2024-04-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.174,False,Anomaly review flagged possible bearing wear progression.
-32051,2024-04-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.019,True,Compressed air fluctuation introduced pressure noise for two cycles.
-32052,2024-04-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.389,False,Shift handoff note referenced unusual noise near press enclosure.
-32053,2024-04-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.382,False,Temporary gateway failover completed without data loss.
-32054,2024-04-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.157,False,SCADA backfill inserted two delayed telemetry points.
-32055,2024-04-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.794,True,Press cycle dwell time lengthened during high-volume batch.
-32056,2024-04-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.963,False,Humidity excursion near finishing booth during coating run.
-32057,2024-04-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.098,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32058,2024-04-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.774,False,Thermal overshoot event coincided with recipe change on furnace.
-32059,2024-04-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.595,True,Thermal ramp exceeded expected warmup curve before shift start.
-32060,2024-04-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.343,False,Telemetry quality flag downgraded during sensor self-test window.
-32061,2024-04-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.731,False,Sensor enclosure opened for manual calibration verification.
-32062,2024-04-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.489,False,Transient outlier matched forklift impact near cabinet wall.
-32063,2024-04-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.05,True,Operator reported intermittent chatter on machine CNC-04.
-32064,2024-04-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.159,False,Sensor battery health remains nominal after firmware update.
-32065,2024-04-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.554,False,Bearing temperature rising faster than baseline on spindle cell.
-32066,2024-04-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.556,False,Condensation warning cleared after dehumidifier ramp-up.
-32067,2024-04-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.739,True,Coolant loop adjustment reduced chamber temperature spread.
-32068,2024-04-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.348,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32069,2024-04-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.976,False,Pressure line purge completed before restart authorization.
-32070,2024-04-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.416,False,Bearing temperature rising faster than baseline on spindle cell.
-32071,2024-04-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.777,True,Warning threshold updated for pilot predictive-maintenance model.
-32072,2024-04-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.788,False,Operator reset acknowledged after red-tag inspection.
-32073,2024-04-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.753,False,Short-lived packet loss observed at edge gateway gw-02.
-32074,2024-04-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.791,False,Press cycle dwell time lengthened during high-volume batch.
-32075,2024-04-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.297,True,Warning threshold updated for pilot predictive-maintenance model.
-32076,2024-04-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.275,False,Short-lived packet loss observed at edge gateway gw-02.
-32077,2024-04-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.608,False,SCADA backfill inserted two delayed telemetry points.
-32078,2024-04-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.708,False,Reliability engineer tagged sample window for model retraining.
-32079,2024-04-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.554,True,Telemetry quality flag downgraded during sensor self-test window.
-32080,2024-04-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.176,False,Coolant loop adjustment reduced chamber temperature spread.
-32081,2024-04-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.842,False,Air handler maintenance reduced humidity variance on finishing line.
-32082,2024-04-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.387,False,Pressure peak corresponds to oversized billet batch processing.
-32083,2024-04-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.36,True,Warning threshold updated for pilot predictive-maintenance model.
-32084,2024-04-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.385,False,Air handler maintenance reduced humidity variance on finishing line.
-32085,2024-04-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.12,False,Packaging line stop reduced adjacent vibration background.
-32086,2024-04-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.528,False,SCADA backfill inserted two delayed telemetry points.
-32087,2024-04-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.255,True,Sensor enclosure opened for manual calibration verification.
-32088,2024-04-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.431,False,Edge collector replayed buffered events after network recovery.
-32089,2024-04-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.974,False,Anomaly review flagged possible bearing wear progression.
-32090,2024-04-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.825,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32091,2024-04-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.246,True,Sensor signal clipping observed during startup surge.
-32092,2024-04-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.835,False,Pressure line purge completed before restart authorization.
-32093,2024-04-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.932,False,Pressure settled back to nominal after valve reseat.
-32094,2024-04-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.914,False,Machine throughput increase drove sustained pressure uplift.
-32095,2024-04-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.109,True,Vibration harmonics broadened during extended production run.
-32096,2024-04-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.804,False,Calibration check overdue by 11 days for press-line transducer.
-32097,2024-04-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.417,False,Warning threshold updated for pilot predictive-maintenance model.
-32098,2024-04-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.36,False,Temperature variance narrowed after coolant nozzle cleaning.
-32099,2024-04-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.873,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32100,2024-04-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.384,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32101,2024-04-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.735,False,Operator reported intermittent chatter on machine CNC-04.
-32102,2024-04-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.176,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32103,2024-04-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.23,True,Condensation warning cleared after dehumidifier ramp-up.
-32104,2024-04-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.619,False,Warning threshold updated for pilot predictive-maintenance model.
-32105,2024-04-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.171,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32106,2024-04-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.272,False,Thermal ramp exceeded expected warmup curve before shift start.
-32107,2024-04-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.186,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32108,2024-04-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.175,False,Dust extraction fan offline for 18 minutes on line finishing.
-32109,2024-04-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.044,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32110,2024-04-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.516,False,Telemetry quality flag downgraded during sensor self-test window.
-32111,2024-04-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.78,True,Pressure line purge completed before restart authorization.
-32112,2024-04-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.004,False,Humidity excursion near finishing booth during coating run.
-32113,2024-04-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.679,False,Vibration burst exceeds envelope during tool change cycle.
-32114,2024-04-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.153,False,Pressure line purge completed before restart authorization.
-32115,2024-04-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,10.017,True,Shift handoff note referenced unusual noise near press enclosure.
-32116,2024-04-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.572,False,Air handler maintenance reduced humidity variance on finishing line.
-32117,2024-04-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.072,False,Calibration check overdue by 11 days for press-line transducer.
-32118,2024-04-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,60.082,False,Reliability engineer tagged sample window for model retraining.
-32119,2024-04-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.693,True,Unbalanced load introduced cyclical pressure ripple.
-32120,2024-04-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.345,False,Vibration burst exceeds envelope during tool change cycle.
-32121,2024-04-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Reliability engineer tagged sample window for model retraining.
-32122,2024-04-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.425,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32123,2024-04-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.922,True,Coolant loop adjustment reduced chamber temperature spread.
-32124,2024-04-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,35.078,False,Maintenance note logged for coupling imbalance inspection.
-32125,2024-04-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.297,False,Pressure peak corresponds to oversized billet batch processing.
-32126,2024-04-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.12,False,Operator reported intermittent chatter on machine CNC-04.
-32127,2024-04-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.55,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32128,2024-04-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.54,False,Packaging line stop reduced adjacent vibration background.
-32129,2024-04-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.837,False,Edge collector replayed buffered events after network recovery.
-32130,2024-04-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.627,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32131,2024-04-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.617,True,Maintenance scheduler deferred calibration due to spare shortage.
-32132,2024-04-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.499,False,Pressure peak corresponds to oversized billet batch processing.
-32133,2024-04-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Supervisory alert generated after three consecutive threshold breaches.
-32134,2024-04-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.787,False,Sensor battery health remains nominal after firmware update.
-32135,2024-04-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.343,True,Reliability engineer tagged sample window for model retraining.
-32136,2024-04-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.555,False,Sensor heartbeat delayed by one interval after gateway retry.
-32137,2024-04-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.74,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32138,2024-04-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.088,False,Quality hold reduced finishing booth activity for one shift.
-32139,2024-04-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.302,True,Pressure peak corresponds to oversized billet batch processing.
-32140,2024-04-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.266,False,Pressure peak corresponds to oversized billet batch processing.
-32141,2024-04-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.032,False,Quality hold reduced finishing booth activity for one shift.
-32142,2024-04-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.375,False,Thermal ramp exceeded expected warmup curve before shift start.
-32143,2024-04-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.238,True,Machine throughput increase drove sustained pressure uplift.
-32144,2024-04-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.206,False,Reliability engineer tagged sample window for model retraining.
-32145,2024-04-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.737,False,Unbalanced load introduced cyclical pressure ripple.
-32146,2024-04-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.132,False,Maintenance note logged for coupling imbalance inspection.
-32147,2024-04-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.824,True,Heat-treat furnace door cycling increased localized temperature spikes.
-32148,2024-04-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.731,False,SCADA backfill inserted two delayed telemetry points.
-32149,2024-04-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.205,False,Supervisory alert generated after three consecutive threshold breaches.
-32150,2024-04-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.622,False,Machine idle period extended during planned sanitation window.
-32151,2024-04-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.411,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32152,2024-04-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.656,False,Maintenance crew confirmed lubrication interval was missed.
-32153,2024-04-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32154,2024-04-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.077,False,Pressure peak corresponds to oversized billet batch processing.
-32155,2024-04-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.387,True,Packaging line stop reduced adjacent vibration background.
-32156,2024-04-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.862,False,Maintenance scheduler deferred calibration due to spare shortage.
-32157,2024-04-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.389,False,Pressure line purge completed before restart authorization.
-32158,2024-04-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.051,False,Pressure peak corresponds to oversized billet batch processing.
-32159,2024-04-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.729,True,Thermal overshoot event coincided with recipe change on furnace.
-32160,2024-04-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.595,False,Pressure line purge completed before restart authorization.
-32161,2024-04-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.385,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32162,2024-04-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.411,False,Telemetry quality flag downgraded during sensor self-test window.
-32163,2024-04-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.624,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32164,2024-04-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.316,False,Bearing temperature rising faster than baseline on spindle cell.
-32165,2024-04-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.176,False,Humidity climbed during dock-door open period in afternoon shift.
-32166,2024-04-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.917,False,Sensor heartbeat delayed by one interval after gateway retry.
-32167,2024-04-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.49,True,Anomaly review flagged possible bearing wear progression.
-32168,2024-04-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.197,False,Maintenance crew confirmed lubrication interval was missed.
-32169,2024-04-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.942,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32170,2024-04-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.51,False,Maintenance note logged for coupling imbalance inspection.
-32171,2024-04-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.975,True,Edge collector replayed buffered events after network recovery.
-32172,2024-04-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.259,False,Bearing temperature rising faster than baseline on spindle cell.
-32173,2024-04-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.689,False,Supervisory alert generated after three consecutive threshold breaches.
-32174,2024-04-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.957,False,Unbalanced load introduced cyclical pressure ripple.
-32175,2024-04-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.96,True,Operator reset acknowledged after red-tag inspection.
-32176,2024-04-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.875,False,Press cycle dwell time lengthened during high-volume batch.
-32177,2024-04-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.268,False,Humidity climbed during dock-door open period in afternoon shift.
-32178,2024-04-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.774,False,Telemetry quality flag downgraded during sensor self-test window.
-32179,2024-04-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.511,True,Condensation warning cleared after dehumidifier ramp-up.
-32180,2024-04-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.285,False,Condensation warning cleared after dehumidifier ramp-up.
-32181,2024-04-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32182,2024-04-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.871,False,Warning threshold updated for pilot predictive-maintenance model.
-32183,2024-04-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.871,True,Maintenance scheduler deferred calibration due to spare shortage.
-32184,2024-04-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.886,False,Bearing temperature rising faster than baseline on spindle cell.
-32185,2024-04-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Temperature variance narrowed after coolant nozzle cleaning.
-32186,2024-04-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.203,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32187,2024-04-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.235,True,Transient outlier matched forklift impact near cabinet wall.
-32188,2024-04-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.689,False,Vibration harmonics broadened during extended production run.
-32189,2024-04-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.006,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32190,2024-04-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.292,False,Pressure line purge completed before restart authorization.
-32191,2024-04-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.509,True,Thermal overshoot event coincided with recipe change on furnace.
-32192,2024-04-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.354,False,Machine throughput increase drove sustained pressure uplift.
-32193,2024-04-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.953,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32194,2024-04-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.906,False,Maintenance scheduler deferred calibration due to spare shortage.
-32195,2024-04-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.26,True,Temperature remained elevated during unscheduled overtime run.
-32196,2024-04-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.73,False,Sensor enclosure opened for manual calibration verification.
-32197,2024-04-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Press cycle dwell time lengthened during high-volume batch.
-32198,2024-04-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.855,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32199,2024-04-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.299,True,Quality hold reduced finishing booth activity for one shift.
-32200,2024-04-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.759,False,Humidity readings track seasonal rise across late spring.
-32201,2024-04-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.09,False,Vibration baseline recovered after tool holder replacement.
-32202,2024-04-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.633,False,Maintenance scheduler deferred calibration due to spare shortage.
-32203,2024-04-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.653,True,Shift handoff note referenced unusual noise near press enclosure.
-32204,2024-04-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.659,False,Humidity excursion near finishing booth during coating run.
-32205,2024-04-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.293,False,Transient outlier matched forklift impact near cabinet wall.
-32206,2024-04-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.346,False,Humidity excursion near finishing booth during coating run.
-32207,2024-04-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.383,True,Transient outlier matched forklift impact near cabinet wall.
-32208,2024-04-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.692,False,Telemetry quality flag downgraded during sensor self-test window.
-32209,2024-04-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.958,False,Temperature variance narrowed after coolant nozzle cleaning.
-32210,2024-04-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.743,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32211,2024-04-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.994,True,Coolant loop adjustment reduced chamber temperature spread.
-32212,2024-04-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.853,False,Thermal ramp exceeded expected warmup curve before shift start.
-32213,2024-04-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.064,False,Condensation warning cleared after dehumidifier ramp-up.
-32214,2024-04-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.751,False,Press cycle dwell time lengthened during high-volume batch.
-32215,2024-04-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.3,True,Night shift startup produced higher than normal vibration floor.
-32216,2024-04-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.675,False,Temporary gateway failover completed without data loss.
-32217,2024-04-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.672,False,Thermal overshoot event coincided with recipe change on furnace.
-32218,2024-04-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.121,False,Vibration harmonics broadened during extended production run.
-32219,2024-04-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.191,True,Supervisory alert generated after three consecutive threshold breaches.
-32220,2024-04-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.21,False,Unbalanced load introduced cyclical pressure ripple.
-32221,2024-04-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.99,False,Dust extraction fan offline for 18 minutes on line finishing.
-32222,2024-04-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.227,False,Sensor signal clipping observed during startup surge.
-32223,2024-04-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.783,True,Edge collector replayed buffered events after network recovery.
-32224,2024-04-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.448,False,Packaging line stop reduced adjacent vibration background.
-32225,2024-04-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.152,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32226,2024-04-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.162,False,Pressure peak corresponds to oversized billet batch processing.
-32227,2024-04-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.787,True,Thermal overshoot event coincided with recipe change on furnace.
-32228,2024-04-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.658,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32229,2024-04-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Temperature variance narrowed after coolant nozzle cleaning.
-32230,2024-04-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.623,False,Hydraulic line pressure oscillation detected under load.
-32231,2024-04-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.735,True,Vibration burst exceeds envelope during tool change cycle.
-32232,2024-04-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.511,False,Sensor signal clipping observed during startup surge.
-32233,2024-04-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.275,False,Humidity readings track seasonal rise across late spring.
-32234,2024-04-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.007,False,Warning threshold updated for pilot predictive-maintenance model.
-32235,2024-04-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.794,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-32236,2024-04-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.126,False,Machine throughput increase drove sustained pressure uplift.
-32237,2024-04-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.035,False,Maintenance note logged for coupling imbalance inspection.
-32238,2024-04-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.723,False,Air handler maintenance reduced humidity variance on finishing line.
-32239,2024-04-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.571,True,Bearing temperature rising faster than baseline on spindle cell.
-32240,2024-04-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.461,False,Quality hold reduced finishing booth activity for one shift.
-32241,2024-04-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Pressure settled back to nominal after valve reseat.
-32242,2024-04-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.06,False,Maintenance note logged for coupling imbalance inspection.
-32243,2024-04-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.585,True,Maintenance crew confirmed lubrication interval was missed.
-32244,2024-04-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.44,False,Humidity readings track seasonal rise across late spring.
-32245,2024-04-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.571,False,Operator reset acknowledged after red-tag inspection.
-32246,2024-04-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.037,False,Thermal ramp exceeded expected warmup curve before shift start.
-32247,2024-04-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.132,True,Transient outlier matched forklift impact near cabinet wall.
-32248,2024-04-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.13,False,Vibration harmonics broadened during extended production run.
-32249,2024-04-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.599,False,Sensor battery health remains nominal after firmware update.
-32250,2024-04-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.557,False,Maintenance note logged for coupling imbalance inspection.
-32251,2024-04-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.975,True,Humidity baseline improved after seal replacement.
-32252,2024-04-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.448,False,Sensor enclosure opened for manual calibration verification.
-32253,2024-04-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.031,False,Air handler maintenance reduced humidity variance on finishing line.
-32254,2024-04-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.598,False,Press cycle dwell time lengthened during high-volume batch.
-32255,2024-04-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.148,True,Telemetry quality flag downgraded during sensor self-test window.
-32256,2024-04-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.536,False,Maintenance scheduler deferred calibration due to spare shortage.
-32257,2024-04-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.324,False,Pressure line purge completed before restart authorization.
-32258,2024-04-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.514,False,Reliability engineer tagged sample window for model retraining.
-32259,2024-04-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.42,True,Warning threshold updated for pilot predictive-maintenance model.
-32260,2024-04-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.959,False,Humidity readings track seasonal rise across late spring.
-32261,2024-04-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.025,False,Calibration check overdue by 11 days for press-line transducer.
-32262,2024-04-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.728,False,Short-lived packet loss observed at edge gateway gw-02.
-32263,2024-04-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.845,True,Humidity climbed during dock-door open period in afternoon shift.
-32264,2024-04-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.148,False,Humidity climbed during dock-door open period in afternoon shift.
-32265,2024-04-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.998,False,Maintenance note logged for coupling imbalance inspection.
-32266,2024-04-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.907,False,Reliability engineer tagged sample window for model retraining.
-32267,2024-04-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.84,True,Humidity readings track seasonal rise across late spring.
-32268,2024-04-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.423,False,Packaging line stop reduced adjacent vibration background.
-32269,2024-04-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.698,False,Packaging line stop reduced adjacent vibration background.
-32270,2024-04-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.857,False,Maintenance note logged for coupling imbalance inspection.
-32271,2024-04-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.245,True,Vibration burst exceeds envelope during tool change cycle.
-32272,2024-04-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.781,False,Maintenance note logged for coupling imbalance inspection.
-32273,2024-04-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.577,False,Pressure settled back to nominal after valve reseat.
-32274,2024-04-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,54.513,False,Humidity readings track seasonal rise across late spring.
-32275,2024-04-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.957,True,Night shift startup produced higher than normal vibration floor.
-32276,2024-04-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.321,False,Anomaly review flagged possible bearing wear progression.
-32277,2024-04-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32278,2024-04-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.511,False,Vibration burst exceeds envelope during tool change cycle.
-32279,2024-04-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.291,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-32280,2024-04-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.226,False,Operator reported intermittent chatter on machine CNC-04.
-32281,2024-04-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.733,False,Humidity readings track seasonal rise across late spring.
-32282,2024-04-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.636,False,Press cycle dwell time lengthened during high-volume batch.
-32283,2024-04-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.785,True,Quality team requested trace review for lot 24-118B.
-32284,2024-04-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.486,False,Temperature remained elevated during unscheduled overtime run.
-32285,2024-04-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.818,False,Quality team requested trace review for lot 24-118B.
-32286,2024-04-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.008,False,Vibration burst exceeds envelope during tool change cycle.
-32287,2024-04-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.22,True,Pressure settled back to nominal after valve reseat.
-32288,2024-04-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.993,False,Temporary gateway failover completed without data loss.
-32289,2024-04-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.991,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32290,2024-04-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.428,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32291,2024-04-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.822,True,Edge collector replayed buffered events after network recovery.
-32292,2024-04-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.279,False,Humidity baseline improved after seal replacement.
-32293,2024-04-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.346,False,Warning threshold updated for pilot predictive-maintenance model.
-32294,2024-04-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.818,False,Night shift startup produced higher than normal vibration floor.
-32295,2024-04-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.041,True,Short-lived packet loss observed at edge gateway gw-02.
-32296,2024-04-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.336,False,Operator reset acknowledged after red-tag inspection.
-32297,2024-04-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.591,False,Telemetry quality flag downgraded during sensor self-test window.
-32298,2024-04-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.361,False,Vibration harmonics broadened during extended production run.
-32299,2024-04-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.39,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32300,2024-04-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.033,False,Humidity readings track seasonal rise across late spring.
-32301,2024-04-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.89,False,Vibration baseline recovered after tool holder replacement.
-32302,2024-04-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.87,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32303,2024-04-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.332,True,Maintenance note logged for coupling imbalance inspection.
-32304,2024-04-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.477,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32305,2024-04-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.519,False,Temperature remained elevated during unscheduled overtime run.
-32306,2024-04-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.462,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32307,2024-04-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.077,True,Air handler maintenance reduced humidity variance on finishing line.
-32308,2024-04-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.011,False,Thermal overshoot event coincided with recipe change on furnace.
-32309,2024-04-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.768,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32310,2024-04-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.151,False,Bearing temperature rising faster than baseline on spindle cell.
-32311,2024-04-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.096,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32312,2024-04-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.604,False,Dust extraction fan offline for 18 minutes on line finishing.
-32313,2024-04-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.672,False,Packaging line stop reduced adjacent vibration background.
-32314,2024-04-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.646,False,Vibration burst exceeds envelope during tool change cycle.
-32315,2024-04-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.204,True,Bearing temperature rising faster than baseline on spindle cell.
-32316,2024-04-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.911,False,Night shift startup produced higher than normal vibration floor.
-32317,2024-04-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.687,False,Thermal overshoot event coincided with recipe change on furnace.
-32318,2024-04-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.658,False,Short-lived packet loss observed at edge gateway gw-02.
-32319,2024-04-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.639,True,Vibration harmonics broadened during extended production run.
-32320,2024-04-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.159,False,Edge collector replayed buffered events after network recovery.
-32321,2024-04-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.097,False,Quality team requested trace review for lot 24-118B.
-32322,2024-04-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.453,False,Press cycle dwell time lengthened during high-volume batch.
-32323,2024-04-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.677,True,SCADA backfill inserted two delayed telemetry points.
-32324,2024-04-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.756,False,Calibration check overdue by 11 days for press-line transducer.
-32325,2024-04-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Humidity climbed during dock-door open period in afternoon shift.
-32326,2024-04-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,61.401,False,Air handler maintenance reduced humidity variance on finishing line.
-32327,2024-04-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.278,True,Bearing temperature rising faster than baseline on spindle cell.
-32328,2024-04-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.67,False,Temperature remained elevated during unscheduled overtime run.
-32329,2024-04-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.567,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32330,2024-04-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.454,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32331,2024-04-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.53,True,Dust extraction fan offline for 18 minutes on line finishing.
-32332,2024-04-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.683,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32333,2024-04-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.704,False,Condensation warning cleared after dehumidifier ramp-up.
-32334,2024-04-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.405,False,Calibration check overdue by 11 days for press-line transducer.
-32335,2024-04-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.07,True,Humidity baseline improved after seal replacement.
-32336,2024-04-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.556,False,Sensor enclosure opened for manual calibration verification.
-32337,2024-04-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.408,False,Operator reset acknowledged after red-tag inspection.
-32338,2024-04-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.122,False,Unbalanced load introduced cyclical pressure ripple.
-32339,2024-04-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.438,True,Unbalanced load introduced cyclical pressure ripple.
-32340,2024-04-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.346,False,Temperature variance narrowed after coolant nozzle cleaning.
-32341,2024-04-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.161,False,Pressure peak corresponds to oversized billet batch processing.
-32342,2024-04-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.369,False,Sensor signal clipping observed during startup surge.
-32343,2024-04-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.342,True,Anomaly review flagged possible bearing wear progression.
-32344,2024-04-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.26,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32345,2024-04-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32346,2024-04-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.384,False,Machine idle period extended during planned sanitation window.
-32347,2024-04-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.483,True,Machine idle period extended during planned sanitation window.
-32348,2024-04-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.9,False,Coolant loop adjustment reduced chamber temperature spread.
-32349,2024-04-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.637,False,Humidity excursion near finishing booth during coating run.
-32350,2024-04-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.207,False,Air handler maintenance reduced humidity variance on finishing line.
-32351,2024-04-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.853,True,Pressure peak corresponds to oversized billet batch processing.
-32352,2024-04-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.14,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32353,2024-04-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.17,False,Reliability engineer tagged sample window for model retraining.
-32354,2024-04-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.784,False,Temperature remained elevated during unscheduled overtime run.
-32355,2024-04-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.076,True,Telemetry quality flag downgraded during sensor self-test window.
-32356,2024-04-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.695,False,Machine idle period extended during planned sanitation window.
-32357,2024-04-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.452,False,Bearing temperature rising faster than baseline on spindle cell.
-32358,2024-04-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.164,False,Machine throughput increase drove sustained pressure uplift.
-32359,2024-04-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.818,True,Humidity readings track seasonal rise across late spring.
-32360,2024-04-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.326,False,SCADA backfill inserted two delayed telemetry points.
-32361,2024-04-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.275,False,Maintenance scheduler deferred calibration due to spare shortage.
-32362,2024-04-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.108,False,Maintenance crew confirmed lubrication interval was missed.
-32363,2024-04-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.203,True,Thermal overshoot event coincided with recipe change on furnace.
-32364,2024-04-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.478,False,Machine idle period extended during planned sanitation window.
-32365,2024-04-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.682,False,Sensor enclosure opened for manual calibration verification.
-32366,2024-04-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.661,False,Hydraulic line pressure oscillation detected under load.
-32367,2024-04-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.819,True,Machine throughput increase drove sustained pressure uplift.
-32368,2024-04-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.268,False,Vibration baseline recovered after tool holder replacement.
-32369,2024-04-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.744,False,Temperature variance narrowed after coolant nozzle cleaning.
-32370,2024-04-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.815,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32371,2024-04-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.729,True,Supervisory alert generated after three consecutive threshold breaches.
-32372,2024-04-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.911,False,Maintenance crew confirmed lubrication interval was missed.
-32373,2024-04-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.825,False,Temporary gateway failover completed without data loss.
-32374,2024-04-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.5,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32375,2024-04-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.718,True,Humidity baseline improved after seal replacement.
-32376,2024-04-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.15,False,Bearing temperature rising faster than baseline on spindle cell.
-32377,2024-04-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Anomaly review flagged possible bearing wear progression.
-32378,2024-04-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.77,False,Transient outlier matched forklift impact near cabinet wall.
-32379,2024-04-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.629,True,Thermal overshoot event coincided with recipe change on furnace.
-32380,2024-04-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.635,False,Edge collector replayed buffered events after network recovery.
-32381,2024-04-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.38,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32382,2024-04-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.065,False,Thermal ramp exceeded expected warmup curve before shift start.
-32383,2024-04-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.395,True,Operator reset acknowledged after red-tag inspection.
-32384,2024-04-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.556,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32385,2024-04-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.948,False,Packaging line stop reduced adjacent vibration background.
-32386,2024-04-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.487,False,Dust extraction fan offline for 18 minutes on line finishing.
-32387,2024-04-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.684,True,Temporary gateway failover completed without data loss.
-32388,2024-04-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.288,False,Coolant loop adjustment reduced chamber temperature spread.
-32389,2024-04-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.495,False,Air handler maintenance reduced humidity variance on finishing line.
-32390,2024-04-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.243,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32391,2024-04-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.625,True,Maintenance scheduler deferred calibration due to spare shortage.
-32392,2024-04-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,27.553,False,Thermal ramp exceeded expected warmup curve before shift start.
-32393,2024-04-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.139,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32394,2024-04-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.635,False,Sensor battery health remains nominal after firmware update.
-32395,2024-04-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.308,True,Temporary gateway failover completed without data loss.
-32396,2024-04-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.055,False,Pressure settled back to nominal after valve reseat.
-32397,2024-04-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.58,False,Machine idle period extended during planned sanitation window.
-32398,2024-04-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.978,False,Humidity readings track seasonal rise across late spring.
-32399,2024-04-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.13,True,Machine throughput increase drove sustained pressure uplift.
-32400,2024-04-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.051,False,Coolant loop adjustment reduced chamber temperature spread.
-32401,2024-04-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.361,False,Pressure line purge completed before restart authorization.
-32402,2024-04-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.887,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32403,2024-04-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.895,True,Humidity excursion near finishing booth during coating run.
-32404,2024-04-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.461,False,Pressure peak corresponds to oversized billet batch processing.
-32405,2024-04-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.834,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32406,2024-04-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.869,False,Pressure line purge completed before restart authorization.
-32407,2024-04-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.281,True,Humidity baseline improved after seal replacement.
-32408,2024-04-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.024,False,Quality team requested trace review for lot 24-118B.
-32409,2024-04-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Calibration check overdue by 11 days for press-line transducer.
-32410,2024-04-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.199,False,Pressure peak corresponds to oversized billet batch processing.
-32411,2024-04-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.987,True,Transient outlier matched forklift impact near cabinet wall.
-32412,2024-04-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.611,False,Sensor heartbeat delayed by one interval after gateway retry.
-32413,2024-04-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.509,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32414,2024-04-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.803,False,Maintenance note logged for coupling imbalance inspection.
-32415,2024-04-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.805,True,Temporary gateway failover completed without data loss.
-32416,2024-04-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.637,False,Anomaly review flagged possible bearing wear progression.
-32417,2024-04-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.263,False,Sensor battery health remains nominal after firmware update.
-32418,2024-04-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.725,False,Vibration baseline recovered after tool holder replacement.
-32419,2024-04-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.715,True,Humidity excursion near finishing booth during coating run.
-32420,2024-04-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.369,False,Edge collector replayed buffered events after network recovery.
-32421,2024-04-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.414,False,Temporary gateway failover completed without data loss.
-32422,2024-04-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.627,False,Vibration harmonics broadened during extended production run.
-32423,2024-04-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.516,True,Bearing temperature rising faster than baseline on spindle cell.
-32424,2024-04-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.687,False,Bearing temperature rising faster than baseline on spindle cell.
-32425,2024-04-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.903,False,Temporary gateway failover completed without data loss.
-32426,2024-04-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.117,False,Transient outlier matched forklift impact near cabinet wall.
-32427,2024-04-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.361,True,Humidity readings track seasonal rise across late spring.
-32428,2024-04-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.482,False,Bearing temperature rising faster than baseline on spindle cell.
-32429,2024-04-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Maintenance crew confirmed lubrication interval was missed.
-32430,2024-04-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.734,False,Shift handoff note referenced unusual noise near press enclosure.
-32431,2024-04-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.444,True,Edge collector replayed buffered events after network recovery.
-32432,2024-04-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.791,False,Quality team requested trace review for lot 24-118B.
-32433,2024-04-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.14,False,Vibration baseline recovered after tool holder replacement.
-32434,2024-04-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.19,False,Sensor signal clipping observed during startup surge.
-32435,2024-04-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.593,True,Bearing temperature rising faster than baseline on spindle cell.
-32436,2024-04-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.707,False,Coolant loop adjustment reduced chamber temperature spread.
-32437,2024-04-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.419,False,Transient outlier matched forklift impact near cabinet wall.
-32438,2024-04-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.73,False,Coolant loop adjustment reduced chamber temperature spread.
-32439,2024-04-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.178,True,Compressed air fluctuation introduced pressure noise for two cycles.
-32440,2024-04-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.82,False,Thermal overshoot event coincided with recipe change on furnace.
-32441,2024-04-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.99,False,Thermal ramp exceeded expected warmup curve before shift start.
-32442,2024-04-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.553,False,Supervisory alert generated after three consecutive threshold breaches.
-32443,2024-04-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.52,True,Reliability engineer tagged sample window for model retraining.
-32444,2024-04-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.436,False,Sensor heartbeat delayed by one interval after gateway retry.
-32445,2024-04-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.712,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32446,2024-04-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.144,False,Sensor signal clipping observed during startup surge.
-32447,2024-04-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.614,True,Pressure settled back to nominal after valve reseat.
-32448,2024-04-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.545,False,Vibration burst exceeds envelope during tool change cycle.
-32449,2024-04-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.382,False,Machine throughput increase drove sustained pressure uplift.
-32450,2024-04-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.674,False,Anomaly review flagged possible bearing wear progression.
-32451,2024-04-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.81,True,Night shift startup produced higher than normal vibration floor.
-32452,2024-04-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.613,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32453,2024-04-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.95,False,Maintenance scheduler deferred calibration due to spare shortage.
-32454,2024-04-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.275,False,Bearing temperature rising faster than baseline on spindle cell.
-32455,2024-04-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.408,True,SCADA backfill inserted two delayed telemetry points.
-32456,2024-04-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.61,False,Sensor enclosure opened for manual calibration verification.
-32457,2024-04-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.702,False,Packaging line stop reduced adjacent vibration background.
-32458,2024-04-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.564,False,Unbalanced load introduced cyclical pressure ripple.
-32459,2024-04-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.179,True,Temperature remained elevated during unscheduled overtime run.
-32460,2024-04-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.278,False,Transient outlier matched forklift impact near cabinet wall.
-32461,2024-04-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.778,False,Vibration burst exceeds envelope during tool change cycle.
-32462,2024-04-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.861,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32463,2024-04-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.978,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32464,2024-04-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.208,False,Reliability engineer tagged sample window for model retraining.
-32465,2024-04-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.334,False,Operator reported intermittent chatter on machine CNC-04.
-32466,2024-04-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.133,False,Transient outlier matched forklift impact near cabinet wall.
-32467,2024-04-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.814,True,SCADA backfill inserted two delayed telemetry points.
-32468,2024-04-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.757,False,Humidity climbed during dock-door open period in afternoon shift.
-32469,2024-04-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.688,False,Anomaly review flagged possible bearing wear progression.
-32470,2024-04-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.889,False,Humidity baseline improved after seal replacement.
-32471,2024-04-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.923,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-32472,2024-04-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.5,False,Humidity excursion near finishing booth during coating run.
-32473,2024-04-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.628,False,Supervisory alert generated after three consecutive threshold breaches.
-32474,2024-04-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.65,False,Machine throughput increase drove sustained pressure uplift.
-32475,2024-04-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.958,True,Air handler maintenance reduced humidity variance on finishing line.
-32476,2024-04-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.086,False,Edge collector replayed buffered events after network recovery.
-32477,2024-04-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.524,False,Quality team requested trace review for lot 24-118B.
-32478,2024-04-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.213,False,Humidity excursion near finishing booth during coating run.
-32479,2024-04-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.614,True,Dust extraction fan offline for 18 minutes on line finishing.
-32480,2024-04-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.403,False,Humidity baseline improved after seal replacement.
-32481,2024-04-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.468,False,Maintenance note logged for coupling imbalance inspection.
-32482,2024-04-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.789,False,Humidity excursion near finishing booth during coating run.
-32483,2024-04-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.203,True,Transient outlier matched forklift impact near cabinet wall.
-32484,2024-04-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.541,False,Short-lived packet loss observed at edge gateway gw-02.
-32485,2024-04-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.259,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32486,2024-04-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.424,False,Warning threshold updated for pilot predictive-maintenance model.
-32487,2024-04-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.855,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-32488,2024-04-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.951,False,Calibration check overdue by 11 days for press-line transducer.
-32489,2024-04-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Anomaly review flagged possible bearing wear progression.
-32490,2024-04-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.757,False,Calibration check overdue by 11 days for press-line transducer.
-32491,2024-04-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.308,True,Transient outlier matched forklift impact near cabinet wall.
-32492,2024-04-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.833,False,Quality hold reduced finishing booth activity for one shift.
-32493,2024-04-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.256,False,Telemetry quality flag downgraded during sensor self-test window.
-32494,2024-04-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.995,False,Temperature variance narrowed after coolant nozzle cleaning.
-32495,2024-04-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.441,True,Temperature variance narrowed after coolant nozzle cleaning.
-32496,2024-04-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.865,False,Temperature variance narrowed after coolant nozzle cleaning.
-32497,2024-04-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Vibration harmonics broadened during extended production run.
-32498,2024-04-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.118,False,Humidity excursion near finishing booth during coating run.
-32499,2024-04-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.849,True,Anomaly review flagged possible bearing wear progression.
-32500,2024-04-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.161,False,Humidity readings track seasonal rise across late spring.
-32501,2024-04-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.922,False,Vibration harmonics broadened during extended production run.
-32502,2024-04-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.996,False,Bearing temperature rising faster than baseline on spindle cell.
-32503,2024-04-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.379,True,Telemetry quality flag downgraded during sensor self-test window.
-32504,2024-04-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.473,False,Humidity readings track seasonal rise across late spring.
-32505,2024-04-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.726,False,Pressure settled back to nominal after valve reseat.
-32506,2024-04-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.164,False,Edge collector replayed buffered events after network recovery.
-32507,2024-04-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.378,True,Heat-treat furnace door cycling increased localized temperature spikes.
-32508,2024-04-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.584,False,Maintenance note logged for coupling imbalance inspection.
-32509,2024-04-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.033,False,Air handler maintenance reduced humidity variance on finishing line.
-32510,2024-04-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.147,False,Pressure peak corresponds to oversized billet batch processing.
-32511,2024-04-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.67,True,Hydraulic line pressure oscillation detected under load.
-32512,2024-04-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.735,False,Condensation warning cleared after dehumidifier ramp-up.
-32513,2024-04-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.07,False,Maintenance scheduler deferred calibration due to spare shortage.
-32514,2024-04-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.28,False,Machine idle period extended during planned sanitation window.
-32515,2024-04-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.343,True,Dust extraction fan offline for 18 minutes on line finishing.
-32516,2024-04-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.162,False,Warning threshold updated for pilot predictive-maintenance model.
-32517,2024-04-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.697,False,Humidity excursion near finishing booth during coating run.
-32518,2024-04-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.806,False,Dust extraction fan offline for 18 minutes on line finishing.
-32519,2024-04-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.623,True,SCADA backfill inserted two delayed telemetry points.
-32520,2024-04-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.163,False,Packaging line stop reduced adjacent vibration background.
-32521,2024-04-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.204,False,Air handler maintenance reduced humidity variance on finishing line.
-32522,2024-04-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.227,False,Vibration burst exceeds envelope during tool change cycle.
-32523,2024-04-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.522,True,SCADA backfill inserted two delayed telemetry points.
-32524,2024-04-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,25.61,False,Temperature remained elevated during unscheduled overtime run.
-32525,2024-04-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.426,False,Quality hold reduced finishing booth activity for one shift.
-32526,2024-04-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.86,False,Quality hold reduced finishing booth activity for one shift.
-32527,2024-04-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.562,True,Temperature variance narrowed after coolant nozzle cleaning.
-32528,2024-04-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.743,False,Sensor heartbeat delayed by one interval after gateway retry.
-32529,2024-04-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.626,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32530,2024-04-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.458,False,Coolant loop adjustment reduced chamber temperature spread.
-32531,2024-04-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.351,True,Anomaly review flagged possible bearing wear progression.
-32532,2024-04-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.371,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32533,2024-04-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.848,False,Shift handoff note referenced unusual noise near press enclosure.
-32534,2024-04-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.242,False,Maintenance crew confirmed lubrication interval was missed.
-32535,2024-04-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.079,True,Condensation warning cleared after dehumidifier ramp-up.
-32536,2024-04-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.07,False,Temperature variance narrowed after coolant nozzle cleaning.
-32537,2024-04-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.851,False,Machine throughput increase drove sustained pressure uplift.
-32538,2024-04-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.408,False,Thermal ramp exceeded expected warmup curve before shift start.
-32539,2024-04-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.232,True,Quality team requested trace review for lot 24-118B.
-32540,2024-04-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,37.545,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32541,2024-04-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.877,False,Quality team requested trace review for lot 24-118B.
-32542,2024-04-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.253,False,Machine idle period extended during planned sanitation window.
-32543,2024-04-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.002,True,Condensation warning cleared after dehumidifier ramp-up.
-32544,2024-04-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.872,False,Hydraulic line pressure oscillation detected under load.
-32545,2024-04-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Pressure peak corresponds to oversized billet batch processing.
-32546,2024-04-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.46,False,Condensation warning cleared after dehumidifier ramp-up.
-32547,2024-04-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.324,True,Sensor heartbeat delayed by one interval after gateway retry.
-32548,2024-04-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,31.848,False,Temporary gateway failover completed without data loss.
-32549,2024-04-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.354,False,Operator reset acknowledged after red-tag inspection.
-32550,2024-04-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,60.202,False,Dust extraction fan offline for 18 minutes on line finishing.
-32551,2024-04-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.911,True,Humidity excursion near finishing booth during coating run.
-32552,2024-04-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.756,False,Bearing temperature rising faster than baseline on spindle cell.
-32553,2024-04-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.674,False,Supervisory alert generated after three consecutive threshold breaches.
-32554,2024-04-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.8,False,Humidity climbed during dock-door open period in afternoon shift.
-32555,2024-04-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.487,True,Vibration burst exceeds envelope during tool change cycle.
-32556,2024-04-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.741,False,Night shift startup produced higher than normal vibration floor.
-32557,2024-04-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.164,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32558,2024-04-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.319,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32559,2024-04-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.195,True,Pressure line purge completed before restart authorization.
-32560,2024-04-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.258,False,Humidity climbed during dock-door open period in afternoon shift.
-32561,2024-04-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.655,False,Supervisory alert generated after three consecutive threshold breaches.
-32562,2024-04-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.373,False,Vibration baseline recovered after tool holder replacement.
-32563,2024-04-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.678,True,Edge collector replayed buffered events after network recovery.
-32564,2024-04-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.342,False,Humidity baseline improved after seal replacement.
-32565,2024-04-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.599,False,Packaging line stop reduced adjacent vibration background.
-32566,2024-04-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.516,False,Night shift startup produced higher than normal vibration floor.
-32567,2024-04-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.828,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32568,2024-04-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.712,False,Sensor signal clipping observed during startup surge.
-32569,2024-04-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.731,False,Anomaly review flagged possible bearing wear progression.
-32570,2024-04-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.474,False,Quality team requested trace review for lot 24-118B.
-32571,2024-04-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.799,True,Vibration harmonics broadened during extended production run.
-32572,2024-04-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.77,False,Sensor heartbeat delayed by one interval after gateway retry.
-32573,2024-04-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.855,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32574,2024-04-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.559,False,Sensor enclosure opened for manual calibration verification.
-32575,2024-04-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.544,True,Quality team requested trace review for lot 24-118B.
-32576,2024-04-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.1,False,Pressure line purge completed before restart authorization.
-32577,2024-04-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.267,False,Sensor signal clipping observed during startup surge.
-32578,2024-04-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.193,False,Temperature variance narrowed after coolant nozzle cleaning.
-32579,2024-04-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.628,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32580,2024-04-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.82,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32581,2024-04-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.413,False,Anomaly review flagged possible bearing wear progression.
-32582,2024-04-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.864,False,Hydraulic line pressure oscillation detected under load.
-32583,2024-04-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.337,True,Vibration burst exceeds envelope during tool change cycle.
-32584,2024-04-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.067,False,Vibration baseline recovered after tool holder replacement.
-32585,2024-04-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.191,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32586,2024-04-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.108,False,Machine idle period extended during planned sanitation window.
-32587,2024-04-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.454,True,Packaging line stop reduced adjacent vibration background.
-32588,2024-04-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.0,False,Supervisory alert generated after three consecutive threshold breaches.
-32589,2024-04-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.841,False,Supervisory alert generated after three consecutive threshold breaches.
-32590,2024-04-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.134,False,Unbalanced load introduced cyclical pressure ripple.
-32591,2024-04-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.151,True,Machine throughput increase drove sustained pressure uplift.
-32592,2024-04-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.132,False,Edge collector replayed buffered events after network recovery.
-32593,2024-04-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.458,False,Dust extraction fan offline for 18 minutes on line finishing.
-32594,2024-04-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.72,False,Sensor enclosure opened for manual calibration verification.
-32595,2024-04-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.564,True,Unbalanced load introduced cyclical pressure ripple.
-32596,2024-04-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.217,False,Edge collector replayed buffered events after network recovery.
-32597,2024-04-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.175,False,Air handler maintenance reduced humidity variance on finishing line.
-32598,2024-04-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.868,False,Hydraulic line pressure oscillation detected under load.
-32599,2024-04-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.701,True,Vibration burst exceeds envelope during tool change cycle.
-32600,2024-04-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,30.399,False,Humidity baseline improved after seal replacement.
-32601,2024-04-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.097,False,Thermal overshoot event coincided with recipe change on furnace.
-32602,2024-04-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.83,False,Humidity readings track seasonal rise across late spring.
-32603,2024-04-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.254,True,Telemetry quality flag downgraded during sensor self-test window.
-32604,2024-04-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.145,False,Warning threshold updated for pilot predictive-maintenance model.
-32605,2024-04-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.795,False,Vibration harmonics broadened during extended production run.
-32606,2024-04-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.819,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32607,2024-04-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.269,True,Humidity readings track seasonal rise across late spring.
-32608,2024-04-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.71,False,Packaging line stop reduced adjacent vibration background.
-32609,2024-04-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.205,False,Temperature remained elevated during unscheduled overtime run.
-32610,2024-04-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.002,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32611,2024-04-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.731,True,Anomaly review flagged possible bearing wear progression.
-32612,2024-04-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.573,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32613,2024-04-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Dust extraction fan offline for 18 minutes on line finishing.
-32614,2024-04-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.703,False,Short-lived packet loss observed at edge gateway gw-02.
-32615,2024-04-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.439,True,Thermal overshoot event coincided with recipe change on furnace.
-32616,2024-04-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.869,False,Pressure line purge completed before restart authorization.
-32617,2024-04-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.175,False,Temperature variance narrowed after coolant nozzle cleaning.
-32618,2024-04-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.282,False,Machine idle period extended during planned sanitation window.
-32619,2024-04-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.939,True,Bearing temperature rising faster than baseline on spindle cell.
-32620,2024-04-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.251,False,Short-lived packet loss observed at edge gateway gw-02.
-32621,2024-04-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.779,False,Vibration harmonics broadened during extended production run.
-32622,2024-04-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.497,False,Dust extraction fan offline for 18 minutes on line finishing.
-32623,2024-04-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.883,True,Vibration harmonics broadened during extended production run.
-32624,2024-04-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.517,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32625,2024-04-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.233,False,Temperature variance narrowed after coolant nozzle cleaning.
-32626,2024-04-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.469,False,Sensor enclosure opened for manual calibration verification.
-32627,2024-04-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.265,True,Quality team requested trace review for lot 24-118B.
-32628,2024-04-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.622,False,Vibration harmonics broadened during extended production run.
-32629,2024-04-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.398,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32630,2024-04-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.051,False,Thermal overshoot event coincided with recipe change on furnace.
-32631,2024-04-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.919,True,Heat-treat furnace door cycling increased localized temperature spikes.
-32632,2024-04-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.905,False,Sensor signal clipping observed during startup surge.
-32633,2024-04-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.769,False,Packaging line stop reduced adjacent vibration background.
-32634,2024-04-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.629,False,Edge collector replayed buffered events after network recovery.
-32635,2024-04-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.195,True,Temperature remained elevated during unscheduled overtime run.
-32636,2024-04-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.823,False,Press cycle dwell time lengthened during high-volume batch.
-32637,2024-04-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Humidity readings track seasonal rise across late spring.
-32638,2024-04-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.256,False,Thermal ramp exceeded expected warmup curve before shift start.
-32639,2024-04-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.561,True,Sensor heartbeat delayed by one interval after gateway retry.
-32640,2024-04-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.095,False,Operator reset acknowledged after red-tag inspection.
-32641,2024-04-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.469,False,Telemetry quality flag downgraded during sensor self-test window.
-32642,2024-04-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.568,False,Thermal overshoot event coincided with recipe change on furnace.
-32643,2024-04-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.852,True,Reliability engineer tagged sample window for model retraining.
-32644,2024-04-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.26,False,Coolant loop adjustment reduced chamber temperature spread.
-32645,2024-04-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.095,False,Hydraulic line pressure oscillation detected under load.
-32646,2024-04-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.766,False,Warning threshold updated for pilot predictive-maintenance model.
-32647,2024-04-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.676,True,Maintenance note logged for coupling imbalance inspection.
-32648,2024-04-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.713,False,Reliability engineer tagged sample window for model retraining.
-32649,2024-04-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.384,False,Transient outlier matched forklift impact near cabinet wall.
-32650,2024-04-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.983,False,Thermal ramp exceeded expected warmup curve before shift start.
-32651,2024-04-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.374,True,Pressure settled back to nominal after valve reseat.
-32652,2024-04-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.259,False,Temperature remained elevated during unscheduled overtime run.
-32653,2024-04-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.354,False,Packaging line stop reduced adjacent vibration background.
-32654,2024-04-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.779,False,Thermal ramp exceeded expected warmup curve before shift start.
-32655,2024-04-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.38,True,Temperature remained elevated during unscheduled overtime run.
-32656,2024-04-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.533,False,Maintenance note logged for coupling imbalance inspection.
-32657,2024-04-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.508,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32658,2024-04-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.475,False,Warning threshold updated for pilot predictive-maintenance model.
-32659,2024-04-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.534,True,Quality team requested trace review for lot 24-118B.
-32660,2024-04-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.104,False,Transient outlier matched forklift impact near cabinet wall.
-32661,2024-04-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.271,False,Maintenance note logged for coupling imbalance inspection.
-32662,2024-04-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.003,False,Operator reported intermittent chatter on machine CNC-04.
-32663,2024-04-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.642,True,Compressed air fluctuation introduced pressure noise for two cycles.
-32664,2024-04-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.736,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32665,2024-04-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.602,False,Unbalanced load introduced cyclical pressure ripple.
-32666,2024-04-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.86,False,Air handler maintenance reduced humidity variance on finishing line.
-32667,2024-04-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.162,True,Thermal overshoot event coincided with recipe change on furnace.
-32668,2024-04-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.589,False,Sensor enclosure opened for manual calibration verification.
-32669,2024-04-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.525,False,Unbalanced load introduced cyclical pressure ripple.
-32670,2024-04-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.757,False,Shift handoff note referenced unusual noise near press enclosure.
-32671,2024-04-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.231,True,Sensor heartbeat delayed by one interval after gateway retry.
-32672,2024-04-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.811,False,Reliability engineer tagged sample window for model retraining.
-32673,2024-04-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.696,False,Thermal ramp exceeded expected warmup curve before shift start.
-32674,2024-04-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.894,False,Telemetry quality flag downgraded during sensor self-test window.
-32675,2024-04-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.602,True,Thermal ramp exceeded expected warmup curve before shift start.
-32676,2024-04-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.153,False,Unbalanced load introduced cyclical pressure ripple.
-32677,2024-04-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.275,False,Sensor enclosure opened for manual calibration verification.
-32678,2024-04-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.287,False,Operator reset acknowledged after red-tag inspection.
-32679,2024-04-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.57,True,Humidity climbed during dock-door open period in afternoon shift.
-32680,2024-04-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.053,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32681,2024-04-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.703,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32682,2024-04-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.356,False,Air handler maintenance reduced humidity variance on finishing line.
-32683,2024-04-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.945,True,Shift handoff note referenced unusual noise near press enclosure.
-32684,2024-04-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.699,False,Reliability engineer tagged sample window for model retraining.
-32685,2024-04-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.739,False,Anomaly review flagged possible bearing wear progression.
-32686,2024-04-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.006,False,Condensation warning cleared after dehumidifier ramp-up.
-32687,2024-04-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.975,True,Pressure line purge completed before restart authorization.
-32688,2024-04-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.918,False,Quality hold reduced finishing booth activity for one shift.
-32689,2024-04-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.221,False,Reliability engineer tagged sample window for model retraining.
-32690,2024-04-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.479,False,Air handler maintenance reduced humidity variance on finishing line.
-32691,2024-04-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.024,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32692,2024-04-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.183,False,Operator reset acknowledged after red-tag inspection.
-32693,2024-04-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.355,False,Transient outlier matched forklift impact near cabinet wall.
-32694,2024-04-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.646,False,Vibration baseline recovered after tool holder replacement.
-32695,2024-04-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.136,True,Pressure line purge completed before restart authorization.
-32696,2024-04-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.805,False,Temperature remained elevated during unscheduled overtime run.
-32697,2024-04-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.303,False,Pressure peak corresponds to oversized billet batch processing.
-32698,2024-04-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.33,False,Edge collector replayed buffered events after network recovery.
-32699,2024-04-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.808,True,Temperature variance narrowed after coolant nozzle cleaning.
-32700,2024-04-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.001,False,Machine idle period extended during planned sanitation window.
-32701,2024-04-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.725,False,Temporary gateway failover completed without data loss.
-32702,2024-04-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.617,False,Sensor heartbeat delayed by one interval after gateway retry.
-32703,2024-04-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.121,True,Sensor signal clipping observed during startup surge.
-32704,2024-04-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.376,False,Quality team requested trace review for lot 24-118B.
-32705,2024-04-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Temporary gateway failover completed without data loss.
-32706,2024-04-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.853,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32707,2024-04-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.094,True,Humidity baseline improved after seal replacement.
-32708,2024-04-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.944,False,Supervisory alert generated after three consecutive threshold breaches.
-32709,2024-04-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.818,False,Quality team requested trace review for lot 24-118B.
-32710,2024-04-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.668,False,Bearing temperature rising faster than baseline on spindle cell.
-32711,2024-04-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.295,True,Reliability engineer tagged sample window for model retraining.
-32712,2024-04-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.625,False,Packaging line stop reduced adjacent vibration background.
-32713,2024-04-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.865,False,Sensor enclosure opened for manual calibration verification.
-32714,2024-04-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.676,False,Maintenance crew confirmed lubrication interval was missed.
-32715,2024-04-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.284,True,Humidity excursion near finishing booth during coating run.
-32716,2024-04-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.93,False,Vibration burst exceeds envelope during tool change cycle.
-32717,2024-04-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.586,False,Humidity baseline improved after seal replacement.
-32718,2024-04-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.699,False,Vibration baseline recovered after tool holder replacement.
-32719,2024-04-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.77,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32720,2024-04-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.325,False,Coolant loop adjustment reduced chamber temperature spread.
-32721,2024-04-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.843,False,Humidity readings track seasonal rise across late spring.
-32722,2024-04-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.758,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32723,2024-04-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.648,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32724,2024-04-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.404,False,Temporary gateway failover completed without data loss.
-32725,2024-04-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.938,False,Humidity climbed during dock-door open period in afternoon shift.
-32726,2024-04-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.091,False,Maintenance note logged for coupling imbalance inspection.
-32727,2024-04-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.798,True,Telemetry quality flag downgraded during sensor self-test window.
-32728,2024-04-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.193,False,Pressure settled back to nominal after valve reseat.
-32729,2024-04-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.419,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32730,2024-04-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.195,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32731,2024-04-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.516,True,Humidity climbed during dock-door open period in afternoon shift.
-32732,2024-04-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.411,False,Pressure settled back to nominal after valve reseat.
-32733,2024-04-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.726,False,Pressure peak corresponds to oversized billet batch processing.
-32734,2024-04-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.319,False,Edge collector replayed buffered events after network recovery.
-32735,2024-04-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.871,True,Hydraulic line pressure oscillation detected under load.
-32736,2024-04-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.422,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32737,2024-04-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.398,False,Thermal ramp exceeded expected warmup curve before shift start.
-32738,2024-04-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.765,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32739,2024-04-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.592,True,Sensor 3 drift suspected after cross-check with manual gauge.
-32740,2024-04-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.688,False,Pressure line purge completed before restart authorization.
-32741,2024-04-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.925,False,Sensor signal clipping observed during startup surge.
-32742,2024-04-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.188,False,Humidity excursion near finishing booth during coating run.
-32743,2024-04-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.034,True,Short-lived packet loss observed at edge gateway gw-02.
-32744,2024-04-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.475,False,Night shift startup produced higher than normal vibration floor.
-32745,2024-04-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.392,False,Shift handoff note referenced unusual noise near press enclosure.
-32746,2024-04-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.271,False,Thermal overshoot event coincided with recipe change on furnace.
-32747,2024-04-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.298,True,Warning threshold updated for pilot predictive-maintenance model.
-32748,2024-04-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.715,False,Humidity baseline improved after seal replacement.
-32749,2024-04-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.128,False,Transient outlier matched forklift impact near cabinet wall.
-32750,2024-04-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.434,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32751,2024-04-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.158,True,Machine throughput increase drove sustained pressure uplift.
-32752,2024-04-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.242,False,Sensor heartbeat delayed by one interval after gateway retry.
-32753,2024-04-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.291,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32754,2024-04-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.848,False,Humidity baseline improved after seal replacement.
-32755,2024-04-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.831,True,Quality team requested trace review for lot 24-118B.
-32756,2024-04-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.41,False,Humidity baseline improved after seal replacement.
-32757,2024-04-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.109,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32758,2024-04-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.69,False,Quality hold reduced finishing booth activity for one shift.
-32759,2024-04-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.178,True,Unbalanced load introduced cyclical pressure ripple.
-32760,2024-04-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.763,False,Pressure peak corresponds to oversized billet batch processing.
-32761,2024-04-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.886,False,Condensation warning cleared after dehumidifier ramp-up.
-32762,2024-04-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.468,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32763,2024-04-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.187,True,Temperature variance narrowed after coolant nozzle cleaning.
-32764,2024-04-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.688,False,Coolant loop adjustment reduced chamber temperature spread.
-32765,2024-04-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.211,False,Shift handoff note referenced unusual noise near press enclosure.
-32766,2024-04-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.47,False,Thermal ramp exceeded expected warmup curve before shift start.
-32767,2024-04-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.975,True,Pressure line purge completed before restart authorization.
-32768,2024-04-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.743,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32769,2024-04-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.448,False,Packaging line stop reduced adjacent vibration background.
-32770,2024-04-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.691,False,Sensor enclosure opened for manual calibration verification.
-32771,2024-04-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.167,True,Pressure settled back to nominal after valve reseat.
-32772,2024-04-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.999,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32773,2024-04-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.397,False,Quality team requested trace review for lot 24-118B.
-32774,2024-04-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.145,False,Bearing temperature rising faster than baseline on spindle cell.
-32775,2024-04-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.071,True,Vibration burst exceeds envelope during tool change cycle.
-32776,2024-04-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.625,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32777,2024-04-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.162,False,Temporary gateway failover completed without data loss.
-32778,2024-04-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.37,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32779,2024-04-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.612,True,Quality team requested trace review for lot 24-118B.
-32780,2024-04-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.083,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32781,2024-04-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.661,False,Night shift startup produced higher than normal vibration floor.
-32782,2024-04-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.041,False,Humidity baseline improved after seal replacement.
-32783,2024-04-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.481,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32784,2024-04-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.666,False,Machine idle period extended during planned sanitation window.
-32785,2024-04-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.855,False,Sensor signal clipping observed during startup surge.
-32786,2024-04-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.56,False,Temporary gateway failover completed without data loss.
-32787,2024-04-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.589,True,Anomaly review flagged possible bearing wear progression.
-32788,2024-04-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.497,False,Telemetry quality flag downgraded during sensor self-test window.
-32789,2024-04-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.05,False,Pressure settled back to nominal after valve reseat.
-32790,2024-04-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.427,False,Night shift startup produced higher than normal vibration floor.
-32791,2024-04-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.318,True,Sensor 3 drift suspected after cross-check with manual gauge.
-32792,2024-04-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.772,False,Condensation warning cleared after dehumidifier ramp-up.
-32793,2024-04-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.066,False,Bearing temperature rising faster than baseline on spindle cell.
-32794,2024-04-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.412,False,Machine throughput increase drove sustained pressure uplift.
-32795,2024-04-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.818,True,Vibration burst exceeds envelope during tool change cycle.
-32796,2024-04-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.953,False,Quality hold reduced finishing booth activity for one shift.
-32797,2024-04-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Maintenance scheduler deferred calibration due to spare shortage.
-32798,2024-04-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.615,False,Pressure peak corresponds to oversized billet batch processing.
-32799,2024-04-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.252,True,Sensor signal clipping observed during startup surge.
-32800,2024-04-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.729,False,Reliability engineer tagged sample window for model retraining.
-32801,2024-04-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.899,False,Operator reset acknowledged after red-tag inspection.
-32802,2024-04-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.048,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32803,2024-04-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.964,True,Humidity excursion near finishing booth during coating run.
-32804,2024-04-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.49,False,Hydraulic line pressure oscillation detected under load.
-32805,2024-04-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.034,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32806,2024-04-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.045,False,Thermal overshoot event coincided with recipe change on furnace.
-32807,2024-04-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.03,True,Pressure peak corresponds to oversized billet batch processing.
-32808,2024-04-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.403,False,Operator reset acknowledged after red-tag inspection.
-32809,2024-04-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.637,False,Transient outlier matched forklift impact near cabinet wall.
-32810,2024-04-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.675,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-32811,2024-04-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.497,True,Machine idle period extended during planned sanitation window.
-32812,2024-04-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.71,False,Reliability engineer tagged sample window for model retraining.
-32813,2024-04-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.156,False,Sensor signal clipping observed during startup surge.
-32814,2024-04-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.898,False,Operator reported intermittent chatter on machine CNC-04.
-32815,2024-04-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.061,True,Sensor enclosure opened for manual calibration verification.
-32816,2024-04-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.75,False,Dust extraction fan offline for 18 minutes on line finishing.
-32817,2024-04-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.146,False,Sensor enclosure opened for manual calibration verification.
-32818,2024-04-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.167,False,Thermal ramp exceeded expected warmup curve before shift start.
-32819,2024-04-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.282,True,Thermal ramp exceeded expected warmup curve before shift start.
-32820,2024-04-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.109,False,Anomaly review flagged possible bearing wear progression.
-32821,2024-04-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.112,False,Temperature variance narrowed after coolant nozzle cleaning.
-32822,2024-04-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.11,False,Quality hold reduced finishing booth activity for one shift.
-32823,2024-04-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.19,True,Reliability engineer tagged sample window for model retraining.
-32824,2024-04-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.525,False,Maintenance crew confirmed lubrication interval was missed.
-32825,2024-04-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.043,False,Pressure line purge completed before restart authorization.
-32826,2024-04-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.111,False,Coolant loop adjustment reduced chamber temperature spread.
-32827,2024-04-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.529,True,Compressed air fluctuation introduced pressure noise for two cycles.
-32828,2024-04-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.422,False,Temperature variance narrowed after coolant nozzle cleaning.
-32829,2024-04-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,Sensor heartbeat delayed by one interval after gateway retry.
-32830,2024-04-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.94,False,Warning threshold updated for pilot predictive-maintenance model.
-32831,2024-04-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.463,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-32832,2024-04-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.055,False,Dust extraction fan offline for 18 minutes on line finishing.
-32833,2024-04-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.017,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32834,2024-04-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.719,False,Air handler maintenance reduced humidity variance on finishing line.
-32835,2024-04-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.832,True,Thermal overshoot event coincided with recipe change on furnace.
-32836,2024-04-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.279,False,Temperature remained elevated during unscheduled overtime run.
-32837,2024-04-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.925,False,Thermal overshoot event coincided with recipe change on furnace.
-32838,2024-04-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.977,False,Short-lived packet loss observed at edge gateway gw-02.
-32839,2024-04-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.812,True,Maintenance crew confirmed lubrication interval was missed.
-32840,2024-04-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.207,False,SCADA backfill inserted two delayed telemetry points.
-32841,2024-04-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.506,False,Pressure line purge completed before restart authorization.
-32842,2024-04-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.374,False,Dust extraction fan offline for 18 minutes on line finishing.
-32843,2024-04-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.669,True,Anomaly review flagged possible bearing wear progression.
-32844,2024-04-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.751,False,Unbalanced load introduced cyclical pressure ripple.
-32845,2024-04-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.878,False,Pressure settled back to nominal after valve reseat.
-32846,2024-04-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.394,False,Operator reset acknowledged after red-tag inspection.
-32847,2024-04-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.475,True,Packaging line stop reduced adjacent vibration background.
-32848,2024-04-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.633,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32849,2024-04-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.431,False,Short-lived packet loss observed at edge gateway gw-02.
-32850,2024-04-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.598,False,Sensor battery health remains nominal after firmware update.
-32851,2024-04-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.691,True,Pressure line purge completed before restart authorization.
-32852,2024-04-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.046,False,Dust extraction fan offline for 18 minutes on line finishing.
-32853,2024-04-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Pressure line purge completed before restart authorization.
-32854,2024-04-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.442,False,Shift handoff note referenced unusual noise near press enclosure.
-32855,2024-04-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.242,True,Quality hold reduced finishing booth activity for one shift.
-32856,2024-04-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.148,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32857,2024-04-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Quality team requested trace review for lot 24-118B.
-32858,2024-04-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.497,False,Packaging line stop reduced adjacent vibration background.
-32859,2024-04-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.48,True,Sensor enclosure opened for manual calibration verification.
-32860,2024-04-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.931,False,Vibration burst exceeds envelope during tool change cycle.
-32861,2024-04-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.573,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32862,2024-04-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.606,False,Warning threshold updated for pilot predictive-maintenance model.
-32863,2024-04-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.502,True,Machine throughput increase drove sustained pressure uplift.
-32864,2024-04-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.693,False,Vibration harmonics broadened during extended production run.
-32865,2024-04-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.991,False,Humidity excursion near finishing booth during coating run.
-32866,2024-04-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.09,False,Sensor heartbeat delayed by one interval after gateway retry.
-32867,2024-04-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.471,True,Ambient temperature stabilized after HVAC stage-two engagement.
-32868,2024-04-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.335,False,Packaging line stop reduced adjacent vibration background.
-32869,2024-04-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32870,2024-04-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.079,False,Operator reported intermittent chatter on machine CNC-04.
-32871,2024-04-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.957,True,Humidity climbed during dock-door open period in afternoon shift.
-32872,2024-04-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.282,False,Ambient temperature stabilized after HVAC stage-two engagement.
-32873,2024-04-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.84,False,Machine idle period extended during planned sanitation window.
-32874,2024-04-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.984,False,Humidity climbed during dock-door open period in afternoon shift.
-32875,2024-04-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.24,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-32876,2024-04-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.75,False,Reliability engineer tagged sample window for model retraining.
-32877,2024-04-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.991,False,Sensor heartbeat delayed by one interval after gateway retry.
-32878,2024-04-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.021,False,Transient outlier matched forklift impact near cabinet wall.
-32879,2024-04-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.088,True,Telemetry quality flag downgraded during sensor self-test window.
-32880,2024-04-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.325,False,Short-lived packet loss observed at edge gateway gw-02.
-32881,2024-04-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.5,False,Pressure peak corresponds to oversized billet batch processing.
-32882,2024-04-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.283,False,Condensation warning cleared after dehumidifier ramp-up.
-32883,2024-04-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.33,True,Dust extraction fan offline for 18 minutes on line finishing.
-32884,2024-04-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.718,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32885,2024-04-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.263,False,Maintenance scheduler deferred calibration due to spare shortage.
-32886,2024-04-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.751,False,Supervisory alert generated after three consecutive threshold breaches.
-32887,2024-04-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.063,True,Operator reported intermittent chatter on machine CNC-04.
-32888,2024-04-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.7,False,Maintenance scheduler deferred calibration due to spare shortage.
-32889,2024-04-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Anomaly review flagged possible bearing wear progression.
-32890,2024-04-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.729,False,Quality hold reduced finishing booth activity for one shift.
-32891,2024-04-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.622,True,Night shift startup produced higher than normal vibration floor.
-32892,2024-04-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.562,False,Pressure peak corresponds to oversized billet batch processing.
-32893,2024-04-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.455,False,Calibration check overdue by 11 days for press-line transducer.
-32894,2024-04-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.375,False,Machine throughput increase drove sustained pressure uplift.
-32895,2024-04-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.212,True,Pressure peak corresponds to oversized billet batch processing.
-32896,2024-04-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.094,False,Maintenance scheduler deferred calibration due to spare shortage.
-32897,2024-04-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.09,False,Maintenance crew confirmed lubrication interval was missed.
-32898,2024-04-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.039,False,Quality team requested trace review for lot 24-118B.
-32899,2024-04-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.997,True,Operator reported intermittent chatter on machine CNC-04.
-32900,2024-04-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.608,False,Operator reset acknowledged after red-tag inspection.
-32901,2024-04-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.819,False,Shift handoff note referenced unusual noise near press enclosure.
-32902,2024-04-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.045,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32903,2024-04-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.305,True,Warning threshold updated for pilot predictive-maintenance model.
-32904,2024-04-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.58,False,Operator reported intermittent chatter on machine CNC-04.
-32905,2024-04-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.66,False,Quality team requested trace review for lot 24-118B.
-32906,2024-04-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.665,False,Machine throughput increase drove sustained pressure uplift.
-32907,2024-04-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.783,True,Pressure settled back to nominal after valve reseat.
-32908,2024-04-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.951,False,Maintenance scheduler deferred calibration due to spare shortage.
-32909,2024-04-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.041,False,Air handler maintenance reduced humidity variance on finishing line.
-32910,2024-04-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,70.06,False,Hydraulic line pressure oscillation detected under load.
-32911,2024-04-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.849,True,Humidity excursion near finishing booth during coating run.
-32912,2024-04-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.588,False,Sensor battery health remains nominal after firmware update.
-32913,2024-04-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.303,False,Bearing temperature rising faster than baseline on spindle cell.
-32914,2024-04-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.848,False,Quality team requested trace review for lot 24-118B.
-32915,2024-04-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.852,True,Temporary gateway failover completed without data loss.
-32916,2024-04-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.173,False,Pressure line purge completed before restart authorization.
-32917,2024-04-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.546,False,Vibration burst exceeds envelope during tool change cycle.
-32918,2024-04-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.41,False,Press cycle dwell time lengthened during high-volume batch.
-32919,2024-04-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.379,True,Condensation warning cleared after dehumidifier ramp-up.
-32920,2024-04-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.838,False,Edge collector replayed buffered events after network recovery.
-32921,2024-04-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.812,False,Thermal overshoot event coincided with recipe change on furnace.
-32922,2024-04-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.634,False,Supervisory alert generated after three consecutive threshold breaches.
-32923,2024-04-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.076,True,Sensor 3 drift suspected after cross-check with manual gauge.
-32924,2024-04-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.853,False,Hydraulic line pressure oscillation detected under load.
-32925,2024-04-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.25,False,Maintenance crew confirmed lubrication interval was missed.
-32926,2024-04-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.245,False,Calibration check overdue by 11 days for press-line transducer.
-32927,2024-04-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.714,True,Short-lived packet loss observed at edge gateway gw-02.
-32928,2024-04-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.672,False,Telemetry quality flag downgraded during sensor self-test window.
-32929,2024-04-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.747,False,Sensor signal clipping observed during startup surge.
-32930,2024-04-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.899,False,Vibration harmonics broadened during extended production run.
-32931,2024-04-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.707,True,Sensor 3 drift suspected after cross-check with manual gauge.
-32932,2024-04-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.784,False,Bearing temperature rising faster than baseline on spindle cell.
-32933,2024-04-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.131,False,Humidity baseline improved after seal replacement.
-32934,2024-04-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.813,False,Temporary gateway failover completed without data loss.
-32935,2024-04-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.603,True,Transient outlier matched forklift impact near cabinet wall.
-32936,2024-04-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.725,False,Warning threshold updated for pilot predictive-maintenance model.
-32937,2024-04-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.961,False,Press cycle dwell time lengthened during high-volume batch.
-32938,2024-04-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.571,False,Temporary gateway failover completed without data loss.
-32939,2024-04-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.041,True,Sensor enclosure opened for manual calibration verification.
-32940,2024-04-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.738,False,Vibration baseline recovered after tool holder replacement.
-32941,2024-04-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.995,False,Coolant loop adjustment reduced chamber temperature spread.
-32942,2024-04-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.439,False,Bearing temperature rising faster than baseline on spindle cell.
-32943,2024-04-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.201,True,Maintenance crew confirmed lubrication interval was missed.
-32944,2024-04-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.803,False,Sensor 3 drift suspected after cross-check with manual gauge.
-32945,2024-04-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.592,False,Operator reset acknowledged after red-tag inspection.
-32946,2024-04-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.957,False,Temporary gateway failover completed without data loss.
-32947,2024-04-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.907,True,Humidity climbed during dock-door open period in afternoon shift.
-32948,2024-04-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.154,False,Edge collector replayed buffered events after network recovery.
-32949,2024-04-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.782,False,Pressure settled back to nominal after valve reseat.
-32950,2024-04-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.257,False,Bearing temperature rising faster than baseline on spindle cell.
-32951,2024-04-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.494,True,Night shift startup produced higher than normal vibration floor.
-32952,2024-04-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.557,False,Bearing temperature rising faster than baseline on spindle cell.
-32953,2024-04-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Machine idle period extended during planned sanitation window.
-32954,2024-04-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.245,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32955,2024-04-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.41,True,Warning threshold updated for pilot predictive-maintenance model.
-32956,2024-04-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.011,False,Operator reported intermittent chatter on machine CNC-04.
-32957,2024-04-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.244,False,Reliability engineer tagged sample window for model retraining.
-32958,2024-04-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.117,False,Humidity readings track seasonal rise across late spring.
-32959,2024-04-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.772,True,Humidity climbed during dock-door open period in afternoon shift.
-32960,2024-04-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,33.963,False,Calibration check overdue by 11 days for press-line transducer.
-32961,2024-04-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Machine idle period extended during planned sanitation window.
-32962,2024-04-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.666,False,Humidity excursion near finishing booth during coating run.
-32963,2024-04-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.041,True,SCADA backfill inserted two delayed telemetry points.
-32964,2024-04-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.428,False,Anomaly review flagged possible bearing wear progression.
-32965,2024-04-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.525,False,Pressure line purge completed before restart authorization.
-32966,2024-04-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.118,False,Vibration burst exceeds envelope during tool change cycle.
-32967,2024-04-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.402,True,Condensation warning cleared after dehumidifier ramp-up.
-32968,2024-04-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.405,False,Thermal ramp exceeded expected warmup curve before shift start.
-32969,2024-04-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.657,False,Pressure settled back to nominal after valve reseat.
-32970,2024-04-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.166,False,Packaging line stop reduced adjacent vibration background.
-32971,2024-04-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.42,True,Compressed air fluctuation introduced pressure noise for two cycles.
-32972,2024-04-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.691,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-32973,2024-04-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Humidity climbed during dock-door open period in afternoon shift.
-32974,2024-04-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.863,False,Press cycle dwell time lengthened during high-volume batch.
-32975,2024-04-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.053,True,Humidity climbed during dock-door open period in afternoon shift.
-32976,2024-04-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.743,False,Reliability engineer tagged sample window for model retraining.
-32977,2024-04-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.996,False,Sensor enclosure opened for manual calibration verification.
-32978,2024-04-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.289,False,Compressed air fluctuation introduced pressure noise for two cycles.
-32979,2024-04-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.277,True,Air handler maintenance reduced humidity variance on finishing line.
-32980,2024-04-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.131,False,Transient outlier matched forklift impact near cabinet wall.
-32981,2024-04-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.659,False,Reliability engineer tagged sample window for model retraining.
-32982,2024-04-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.533,False,Machine idle period extended during planned sanitation window.
-32983,2024-04-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.43,True,Dust extraction fan offline for 18 minutes on line finishing.
-32984,2024-04-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.993,False,Humidity climbed during dock-door open period in afternoon shift.
-32985,2024-04-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.344,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-32986,2024-04-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.359,False,Telemetry quality flag downgraded during sensor self-test window.
-32987,2024-04-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.498,True,Operator reported intermittent chatter on machine CNC-04.
-32988,2024-04-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.275,False,Telemetry quality flag downgraded during sensor self-test window.
-32989,2024-04-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Thermal ramp exceeded expected warmup curve before shift start.
-32990,2024-04-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.209,False,Maintenance note logged for coupling imbalance inspection.
-32991,2024-04-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.207,True,Sensor 3 drift suspected after cross-check with manual gauge.
-32992,2024-04-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.632,False,Pressure settled back to nominal after valve reseat.
-32993,2024-04-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.031,False,Heat-treat furnace door cycling increased localized temperature spikes.
-32994,2024-04-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.151,False,Machine throughput increase drove sustained pressure uplift.
-32995,2024-04-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.051,True,Quality hold reduced finishing booth activity for one shift.
-32996,2024-04-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.0,False,Anomaly review flagged possible bearing wear progression.
-32997,2024-04-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.47,False,Bearing temperature rising faster than baseline on spindle cell.
-32998,2024-04-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.202,False,Pressure settled back to nominal after valve reseat.
-32999,2024-04-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.656,True,Bearing temperature rising faster than baseline on spindle cell.
-33000,2024-04-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,36.712,False,Warning threshold updated for pilot predictive-maintenance model.
-33001,2024-04-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.379,False,Coolant loop adjustment reduced chamber temperature spread.
-33002,2024-04-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.557,False,Humidity baseline improved after seal replacement.
-33003,2024-04-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.045,True,Coolant loop adjustment reduced chamber temperature spread.
-33004,2024-04-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.525,False,Humidity climbed during dock-door open period in afternoon shift.
-33005,2024-04-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.863,False,Quality hold reduced finishing booth activity for one shift.
-33006,2024-04-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.314,False,Quality hold reduced finishing booth activity for one shift.
-33007,2024-04-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.671,True,Quality hold reduced finishing booth activity for one shift.
-33008,2024-04-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.626,False,Maintenance note logged for coupling imbalance inspection.
-33009,2024-04-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.886,False,Sensor enclosure opened for manual calibration verification.
-33010,2024-04-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.011,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33011,2024-04-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.536,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33012,2024-04-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.705,False,Temperature remained elevated during unscheduled overtime run.
-33013,2024-04-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.679,False,Bearing temperature rising faster than baseline on spindle cell.
-33014,2024-04-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.336,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33015,2024-04-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.621,True,Sensor enclosure opened for manual calibration verification.
-33016,2024-04-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.953,False,Edge collector replayed buffered events after network recovery.
-33017,2024-04-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.308,False,Coolant loop adjustment reduced chamber temperature spread.
-33018,2024-04-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.179,False,Machine throughput increase drove sustained pressure uplift.
-33019,2024-04-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.908,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33020,2024-04-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.122,False,Press cycle dwell time lengthened during high-volume batch.
-33021,2024-04-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.134,False,Edge collector replayed buffered events after network recovery.
-33022,2024-04-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.529,False,Humidity excursion near finishing booth during coating run.
-33023,2024-04-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.345,True,Anomaly review flagged possible bearing wear progression.
-33024,2024-04-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.096,False,Shift handoff note referenced unusual noise near press enclosure.
-33025,2024-04-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.736,False,Sensor battery health remains nominal after firmware update.
-33026,2024-04-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.351,False,Temperature remained elevated during unscheduled overtime run.
-33027,2024-04-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.239,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-33028,2024-04-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.331,False,Pressure settled back to nominal after valve reseat.
-33029,2024-04-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.489,False,Condensation warning cleared after dehumidifier ramp-up.
-33030,2024-04-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,57.989,False,Machine throughput increase drove sustained pressure uplift.
-33031,2024-04-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.002,True,Packaging line stop reduced adjacent vibration background.
-33032,2024-04-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.41,False,Reliability engineer tagged sample window for model retraining.
-33033,2024-04-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.53,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33034,2024-04-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.445,False,Supervisory alert generated after three consecutive threshold breaches.
-33035,2024-04-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.989,True,Quality hold reduced finishing booth activity for one shift.
-33036,2024-04-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.563,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-33037,2024-04-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.857,False,Sensor battery health remains nominal after firmware update.
-33038,2024-04-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.968,False,Operator reset acknowledged after red-tag inspection.
-33039,2024-04-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.229,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-33040,2024-04-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.65,False,Temporary gateway failover completed without data loss.
-33041,2024-04-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.597,False,Edge collector replayed buffered events after network recovery.
-33042,2024-04-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.683,False,Calibration check overdue by 11 days for press-line transducer.
-33043,2024-04-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.705,True,Vibration harmonics broadened during extended production run.
-33044,2024-04-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.729,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33045,2024-04-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.457,False,Maintenance crew confirmed lubrication interval was missed.
-33046,2024-04-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.578,False,Shift handoff note referenced unusual noise near press enclosure.
-33047,2024-04-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.973,True,Maintenance note logged for coupling imbalance inspection.
-33048,2024-04-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.17,False,Maintenance crew confirmed lubrication interval was missed.
-33049,2024-04-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.289,False,Air handler maintenance reduced humidity variance on finishing line.
-33050,2024-04-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.757,False,Temperature remained elevated during unscheduled overtime run.
-33051,2024-04-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.182,True,Sensor heartbeat delayed by one interval after gateway retry.
-33052,2024-04-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.032,False,Condensation warning cleared after dehumidifier ramp-up.
-33053,2024-04-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.368,False,Temperature remained elevated during unscheduled overtime run.
-33054,2024-04-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.754,False,Coolant loop adjustment reduced chamber temperature spread.
-33055,2024-04-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.587,True,Quality team requested trace review for lot 24-118B.
-33056,2024-04-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.232,False,Temporary gateway failover completed without data loss.
-33057,2024-04-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.085,False,Thermal overshoot event coincided with recipe change on furnace.
-33058,2024-04-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.185,False,Quality hold reduced finishing booth activity for one shift.
-33059,2024-04-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.882,True,Pressure line purge completed before restart authorization.
-33060,2024-04-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.257,False,Humidity excursion near finishing booth during coating run.
-33061,2024-04-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.105,False,Thermal overshoot event coincided with recipe change on furnace.
-33062,2024-04-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.035,False,Humidity baseline improved after seal replacement.
-33063,2024-04-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.955,True,Sensor battery health remains nominal after firmware update.
-33064,2024-04-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.776,False,Machine throughput increase drove sustained pressure uplift.
-33065,2024-04-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.959,False,Vibration baseline recovered after tool holder replacement.
-33066,2024-04-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.487,False,Dust extraction fan offline for 18 minutes on line finishing.
-33067,2024-04-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.512,True,Packaging line stop reduced adjacent vibration background.
-33068,2024-04-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33069,2024-04-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.452,False,Sensor heartbeat delayed by one interval after gateway retry.
-33070,2024-04-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.302,False,Telemetry quality flag downgraded during sensor self-test window.
-33071,2024-04-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.207,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33072,2024-04-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.322,False,Temperature variance narrowed after coolant nozzle cleaning.
-33073,2024-04-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.296,False,Temporary gateway failover completed without data loss.
-33074,2024-04-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,68.433,False,Thermal overshoot event coincided with recipe change on furnace.
-33075,2024-04-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.068,True,Temperature variance narrowed after coolant nozzle cleaning.
-33076,2024-04-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.433,False,Temperature variance narrowed after coolant nozzle cleaning.
-33077,2024-04-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.062,False,Short-lived packet loss observed at edge gateway gw-02.
-33078,2024-04-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.493,False,Quality team requested trace review for lot 24-118B.
-33079,2024-04-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.174,True,Anomaly review flagged possible bearing wear progression.
-33080,2024-04-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.172,False,SCADA backfill inserted two delayed telemetry points.
-33081,2024-04-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.341,False,Vibration burst exceeds envelope during tool change cycle.
-33082,2024-04-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.575,False,Quality team requested trace review for lot 24-118B.
-33083,2024-04-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.499,True,Hydraulic line pressure oscillation detected under load.
-33084,2024-04-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.419,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-33085,2024-04-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.279,False,Thermal ramp exceeded expected warmup curve before shift start.
-33086,2024-04-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.49,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33087,2024-04-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.097,True,Quality hold reduced finishing booth activity for one shift.
-33088,2024-04-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.932,False,Dust extraction fan offline for 18 minutes on line finishing.
-33089,2024-04-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.669,False,Reliability engineer tagged sample window for model retraining.
-33090,2024-04-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.11,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33091,2024-04-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.319,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-33092,2024-04-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.129,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33093,2024-04-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.422,False,Vibration harmonics broadened during extended production run.
-33094,2024-04-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.913,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33095,2024-04-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.586,True,Machine throughput increase drove sustained pressure uplift.
-33096,2024-04-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.629,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33097,2024-04-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.78,False,Sensor heartbeat delayed by one interval after gateway retry.
-33098,2024-04-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.693,False,Sensor heartbeat delayed by one interval after gateway retry.
-33099,2024-04-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.078,True,Transient outlier matched forklift impact near cabinet wall.
-33100,2024-04-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.372,False,Humidity readings track seasonal rise across late spring.
-33101,2024-04-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.815,False,Dust extraction fan offline for 18 minutes on line finishing.
-33102,2024-04-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.896,False,Dust extraction fan offline for 18 minutes on line finishing.
-33103,2024-04-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.135,True,Unbalanced load introduced cyclical pressure ripple.
-33104,2024-04-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.756,False,Temporary gateway failover completed without data loss.
-33105,2024-04-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.18,False,Vibration harmonics broadened during extended production run.
-33106,2024-04-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.077,False,Thermal ramp exceeded expected warmup curve before shift start.
-33107,2024-04-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.36,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33108,2024-04-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.928,False,Supervisory alert generated after three consecutive threshold breaches.
-33109,2024-04-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.294,False,Press cycle dwell time lengthened during high-volume batch.
-33110,2024-04-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.862,False,Unbalanced load introduced cyclical pressure ripple.
-33111,2024-04-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.438,True,Quality hold reduced finishing booth activity for one shift.
-33112,2024-04-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.522,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33113,2024-04-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.076,False,Operator reported intermittent chatter on machine CNC-04.
-33114,2024-04-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.134,False,Press cycle dwell time lengthened during high-volume batch.
-33115,2024-04-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.233,True,Quality team requested trace review for lot 24-118B.
-33116,2024-04-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.693,False,Transient outlier matched forklift impact near cabinet wall.
-33117,2024-04-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.18,False,Warning threshold updated for pilot predictive-maintenance model.
-33118,2024-04-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.456,False,Thermal overshoot event coincided with recipe change on furnace.
-33119,2024-04-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.313,True,Machine throughput increase drove sustained pressure uplift.
-33120,2024-04-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.8,False,Telemetry quality flag downgraded during sensor self-test window.
-33121,2024-04-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.119,False,Sensor battery health remains nominal after firmware update.
-33122,2024-04-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.864,False,Dust extraction fan offline for 18 minutes on line finishing.
-33123,2024-04-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.43,True,Operator reported intermittent chatter on machine CNC-04.
-33124,2024-04-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.202,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33125,2024-04-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Sensor battery health remains nominal after firmware update.
-33126,2024-04-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.794,False,SCADA backfill inserted two delayed telemetry points.
-33127,2024-04-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.848,True,Hydraulic line pressure oscillation detected under load.
-33128,2024-04-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.203,False,Machine throughput increase drove sustained pressure uplift.
-33129,2024-04-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Calibration check overdue by 11 days for press-line transducer.
-33130,2024-04-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.545,False,Humidity readings track seasonal rise across late spring.
-33131,2024-04-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.227,True,Machine throughput increase drove sustained pressure uplift.
-33132,2024-04-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.057,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33133,2024-04-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Condensation warning cleared after dehumidifier ramp-up.
-33134,2024-04-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.128,False,Air handler maintenance reduced humidity variance on finishing line.
-33135,2024-04-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.932,True,Sensor battery health remains nominal after firmware update.
-33136,2024-04-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.399,False,Warning threshold updated for pilot predictive-maintenance model.
-33137,2024-04-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.144,False,Maintenance scheduler deferred calibration due to spare shortage.
-33138,2024-04-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.992,False,Reliability engineer tagged sample window for model retraining.
-33139,2024-04-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.536,True,Humidity climbed during dock-door open period in afternoon shift.
-33140,2024-04-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.398,False,Packaging line stop reduced adjacent vibration background.
-33141,2024-04-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.99,False,Temperature remained elevated during unscheduled overtime run.
-33142,2024-04-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.616,False,Humidity excursion near finishing booth during coating run.
-33143,2024-04-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.439,True,Vibration baseline recovered after tool holder replacement.
-33144,2024-04-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.958,False,Edge collector replayed buffered events after network recovery.
-33145,2024-04-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.924,False,Vibration baseline recovered after tool holder replacement.
-33146,2024-04-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.365,False,Humidity excursion near finishing booth during coating run.
-33147,2024-04-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.335,True,Telemetry quality flag downgraded during sensor self-test window.
-33148,2024-04-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.228,False,Maintenance scheduler deferred calibration due to spare shortage.
-33149,2024-04-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.662,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33150,2024-04-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.728,False,Pressure line purge completed before restart authorization.
-33151,2024-04-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.859,True,Humidity readings track seasonal rise across late spring.
-33152,2024-04-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.368,False,Vibration burst exceeds envelope during tool change cycle.
-33153,2024-04-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Temperature remained elevated during unscheduled overtime run.
-33154,2024-04-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.997,False,Operator reported intermittent chatter on machine CNC-04.
-33155,2024-04-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.315,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33156,2024-04-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.116,False,Telemetry quality flag downgraded during sensor self-test window.
-33157,2024-04-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.736,False,Pressure peak corresponds to oversized billet batch processing.
-33158,2024-04-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.915,False,Quality team requested trace review for lot 24-118B.
-33159,2024-04-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.979,True,Shift handoff note referenced unusual noise near press enclosure.
-33160,2024-04-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.081,False,Supervisory alert generated after three consecutive threshold breaches.
-33161,2024-04-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.626,False,Temporary gateway failover completed without data loss.
-33162,2024-04-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.22,False,Condensation warning cleared after dehumidifier ramp-up.
-33163,2024-04-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.068,True,Vibration harmonics broadened during extended production run.
-33164,2024-04-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.283,False,Machine idle period extended during planned sanitation window.
-33165,2024-04-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.115,False,Machine idle period extended during planned sanitation window.
-33166,2024-04-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.583,False,Bearing temperature rising faster than baseline on spindle cell.
-33167,2024-04-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.481,True,Pressure settled back to nominal after valve reseat.
-33168,2024-04-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.631,False,Night shift startup produced higher than normal vibration floor.
-33169,2024-04-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.974,False,Air handler maintenance reduced humidity variance on finishing line.
-33170,2024-04-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.258,False,Anomaly review flagged possible bearing wear progression.
-33171,2024-04-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.656,True,Humidity baseline improved after seal replacement.
-33172,2024-04-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.543,False,Sensor battery health remains nominal after firmware update.
-33173,2024-04-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.557,False,Bearing temperature rising faster than baseline on spindle cell.
-33174,2024-04-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.859,False,Thermal overshoot event coincided with recipe change on furnace.
-33175,2024-04-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.579,True,Warning threshold updated for pilot predictive-maintenance model.
-33176,2024-04-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.334,False,Humidity readings track seasonal rise across late spring.
-33177,2024-04-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.86,False,Humidity excursion near finishing booth during coating run.
-33178,2024-04-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.729,False,Vibration baseline recovered after tool holder replacement.
-33179,2024-04-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.822,True,Maintenance note logged for coupling imbalance inspection.
-33180,2024-04-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.729,False,Unbalanced load introduced cyclical pressure ripple.
-33181,2024-04-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.259,False,Condensation warning cleared after dehumidifier ramp-up.
-33182,2024-04-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.449,False,Hydraulic line pressure oscillation detected under load.
-33183,2024-04-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.754,True,Condensation warning cleared after dehumidifier ramp-up.
-33184,2024-04-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.697,False,Sensor signal clipping observed during startup surge.
-33185,2024-04-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.334,False,Humidity excursion near finishing booth during coating run.
-33186,2024-04-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.382,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-33187,2024-04-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.273,True,Pressure peak corresponds to oversized billet batch processing.
-33188,2024-04-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.603,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33189,2024-04-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.832,False,Short-lived packet loss observed at edge gateway gw-02.
-33190,2024-04-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.017,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33191,2024-04-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.022,True,Thermal ramp exceeded expected warmup curve before shift start.
-33192,2024-04-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.362,False,Humidity readings track seasonal rise across late spring.
-33193,2024-04-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Air handler maintenance reduced humidity variance on finishing line.
-33194,2024-04-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.656,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33195,2024-04-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.392,True,Short-lived packet loss observed at edge gateway gw-02.
-33196,2024-04-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.272,False,Short-lived packet loss observed at edge gateway gw-02.
-33197,2024-04-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.766,False,Humidity readings track seasonal rise across late spring.
-33198,2024-04-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.273,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33199,2024-04-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.619,True,Short-lived packet loss observed at edge gateway gw-02.
-33200,2024-04-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.077,False,Bearing temperature rising faster than baseline on spindle cell.
-33201,2024-04-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.098,False,Press cycle dwell time lengthened during high-volume batch.
-33202,2024-04-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.398,False,Machine throughput increase drove sustained pressure uplift.
-33203,2024-04-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.735,True,Maintenance crew confirmed lubrication interval was missed.
-33204,2024-04-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.532,False,Maintenance note logged for coupling imbalance inspection.
-33205,2024-04-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.418,False,Coolant loop adjustment reduced chamber temperature spread.
-33206,2024-04-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.866,False,Coolant loop adjustment reduced chamber temperature spread.
-33207,2024-04-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.671,True,Night shift startup produced higher than normal vibration floor.
-33208,2024-04-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.523,False,Hydraulic line pressure oscillation detected under load.
-33209,2024-04-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.249,False,Sensor battery health remains nominal after firmware update.
-33210,2024-04-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.405,False,Temperature remained elevated during unscheduled overtime run.
-33211,2024-04-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.455,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33212,2024-04-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.225,False,Edge collector replayed buffered events after network recovery.
-33213,2024-04-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.299,False,Operator reported intermittent chatter on machine CNC-04.
-33214,2024-04-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.719,False,Machine idle period extended during planned sanitation window.
-33215,2024-04-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.212,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-33216,2024-04-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.302,False,Reliability engineer tagged sample window for model retraining.
-33217,2024-04-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.867,False,Machine idle period extended during planned sanitation window.
-33218,2024-04-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.701,False,Coolant loop adjustment reduced chamber temperature spread.
-33219,2024-04-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,10.115,True,Press cycle dwell time lengthened during high-volume batch.
-33220,2024-04-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.527,False,Calibration check overdue by 11 days for press-line transducer.
-33221,2024-04-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.849,False,Sensor heartbeat delayed by one interval after gateway retry.
-33222,2024-04-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.475,False,Warning threshold updated for pilot predictive-maintenance model.
-33223,2024-04-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.51,True,Temperature variance narrowed after coolant nozzle cleaning.
-33224,2024-04-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.285,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-33225,2024-04-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.743,False,Sensor heartbeat delayed by one interval after gateway retry.
-33226,2024-04-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.752,False,Vibration baseline recovered after tool holder replacement.
-33227,2024-04-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.66,True,Bearing temperature rising faster than baseline on spindle cell.
-33228,2024-04-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.141,False,Operator reset acknowledged after red-tag inspection.
-33229,2024-04-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.397,False,Sensor heartbeat delayed by one interval after gateway retry.
-33230,2024-04-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.802,False,Short-lived packet loss observed at edge gateway gw-02.
-33231,2024-04-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.136,True,Hydraulic line pressure oscillation detected under load.
-33232,2024-04-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.58,False,Press cycle dwell time lengthened during high-volume batch.
-33233,2024-04-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.994,False,Warning threshold updated for pilot predictive-maintenance model.
-33234,2024-04-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.304,False,Machine throughput increase drove sustained pressure uplift.
-33235,2024-04-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.451,True,Press cycle dwell time lengthened during high-volume batch.
-33236,2024-04-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.63,False,Humidity excursion near finishing booth during coating run.
-33237,2024-04-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.177,False,Humidity readings track seasonal rise across late spring.
-33238,2024-04-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.831,False,Humidity excursion near finishing booth during coating run.
-33239,2024-04-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.146,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33240,2024-04-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.673,False,Packaging line stop reduced adjacent vibration background.
-33241,2024-04-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.737,False,Humidity climbed during dock-door open period in afternoon shift.
-33242,2024-04-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.654,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33243,2024-04-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.845,True,Sensor 3 drift suspected after cross-check with manual gauge.
-33244,2024-04-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.167,False,Short-lived packet loss observed at edge gateway gw-02.
-33245,2024-04-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.855,False,Telemetry quality flag downgraded during sensor self-test window.
-33246,2024-04-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.709,False,Sensor heartbeat delayed by one interval after gateway retry.
-33247,2024-04-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.782,True,Thermal overshoot event coincided with recipe change on furnace.
-33248,2024-04-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.255,False,Ambient temperature stabilized after HVAC stage-two engagement.
-33249,2024-04-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.794,False,Sensor battery health remains nominal after firmware update.
-33250,2024-04-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,59.392,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33251,2024-04-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.901,True,Pressure peak corresponds to oversized billet batch processing.
-33252,2024-04-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.368,False,Bearing temperature rising faster than baseline on spindle cell.
-33253,2024-04-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.325,False,Sensor enclosure opened for manual calibration verification.
-33254,2024-04-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.248,False,Warning threshold updated for pilot predictive-maintenance model.
-33255,2024-04-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,10.262,True,Pressure peak corresponds to oversized billet batch processing.
-33256,2024-04-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.802,False,Maintenance note logged for coupling imbalance inspection.
-33257,2024-04-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.801,False,Coolant loop adjustment reduced chamber temperature spread.
-33258,2024-04-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.31,False,Warning threshold updated for pilot predictive-maintenance model.
-33259,2024-04-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.335,True,Edge collector replayed buffered events after network recovery.
-33260,2024-04-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33261,2024-04-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.256,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33262,2024-04-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.426,False,Condensation warning cleared after dehumidifier ramp-up.
-33263,2024-04-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.259,True,Hydraulic line pressure oscillation detected under load.
-33264,2024-04-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.209,False,Dust extraction fan offline for 18 minutes on line finishing.
-33265,2024-04-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.018,False,Pressure line purge completed before restart authorization.
-33266,2024-04-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.873,False,Unbalanced load introduced cyclical pressure ripple.
-33267,2024-04-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.237,True,Shift handoff note referenced unusual noise near press enclosure.
-33268,2024-04-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.779,False,Pressure line purge completed before restart authorization.
-33269,2024-04-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.013,False,Condensation warning cleared after dehumidifier ramp-up.
-33270,2024-04-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.244,False,Humidity readings track seasonal rise across late spring.
-33271,2024-04-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.758,True,Maintenance note logged for coupling imbalance inspection.
-33272,2024-04-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.0,False,Condensation warning cleared after dehumidifier ramp-up.
-33273,2024-04-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.512,False,Operator reported intermittent chatter on machine CNC-04.
-33274,2024-04-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.994,False,SCADA backfill inserted two delayed telemetry points.
-33275,2024-04-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.895,True,Compressed air fluctuation introduced pressure noise for two cycles.
-33276,2024-04-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.711,False,Sensor heartbeat delayed by one interval after gateway retry.
-33277,2024-04-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,Vibration baseline recovered after tool holder replacement.
-33278,2024-04-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.979,False,Operator reported intermittent chatter on machine CNC-04.
-33279,2024-04-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.796,True,Air handler maintenance reduced humidity variance on finishing line.
-33280,2024-04-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.763,False,Humidity excursion near finishing booth during coating run.
-33281,2024-04-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.354,False,Hydraulic line pressure oscillation detected under load.
-33282,2024-04-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.95,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33283,2024-04-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.956,True,Temporary gateway failover completed without data loss.
-33284,2024-04-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.468,False,Edge collector replayed buffered events after network recovery.
-33285,2024-04-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33286,2024-04-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.012,False,Vibration harmonics broadened during extended production run.
-33287,2024-04-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.58,True,Operator reported intermittent chatter on machine CNC-04.
-33288,2024-04-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.687,False,Calibration check overdue by 11 days for press-line transducer.
-33289,2024-04-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Sensor signal clipping observed during startup surge.
-33290,2024-04-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.768,False,Sensor heartbeat delayed by one interval after gateway retry.
-33291,2024-04-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.3,True,Edge collector replayed buffered events after network recovery.
-33292,2024-04-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.843,False,Press cycle dwell time lengthened during high-volume batch.
-33293,2024-04-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.736,False,Sensor enclosure opened for manual calibration verification.
-33294,2024-04-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.4,False,Supervisory alert generated after three consecutive threshold breaches.
-33295,2024-04-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.977,True,Sensor 3 drift suspected after cross-check with manual gauge.
-33296,2024-04-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.514,False,Condensation warning cleared after dehumidifier ramp-up.
-33297,2024-04-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Night shift startup produced higher than normal vibration floor.
-33298,2024-04-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.431,False,Humidity excursion near finishing booth during coating run.
-33299,2024-04-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.801,True,Temperature variance narrowed after coolant nozzle cleaning.
-33300,2024-04-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.876,False,Machine throughput increase drove sustained pressure uplift.
-33301,2024-04-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.997,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33302,2024-04-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.956,False,Quality hold reduced finishing booth activity for one shift.
-33303,2024-04-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.19,True,Quality team requested trace review for lot 24-118B.
-33304,2024-04-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.682,False,Temporary gateway failover completed without data loss.
-33305,2024-04-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.647,False,Machine idle period extended during planned sanitation window.
-33306,2024-04-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.608,False,SCADA backfill inserted two delayed telemetry points.
-33307,2024-04-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.579,True,Machine idle period extended during planned sanitation window.
-33308,2024-04-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.398,False,Vibration burst exceeds envelope during tool change cycle.
-33309,2024-04-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.379,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33310,2024-04-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.935,False,Press cycle dwell time lengthened during high-volume batch.
-33311,2024-04-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.9,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33312,2024-04-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.825,False,Maintenance note logged for coupling imbalance inspection.
-33313,2024-04-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Sensor enclosure opened for manual calibration verification.
-33314,2024-04-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.949,False,Hydraulic line pressure oscillation detected under load.
-33315,2024-04-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.476,True,Compressed air fluctuation introduced pressure noise for two cycles.
-33316,2024-04-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.969,False,Operator reset acknowledged after red-tag inspection.
-33317,2024-04-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.186,False,Pressure settled back to nominal after valve reseat.
-33318,2024-04-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.043,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33319,2024-04-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.521,True,Machine idle period extended during planned sanitation window.
-33320,2024-04-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.137,False,Supervisory alert generated after three consecutive threshold breaches.
-33321,2024-04-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.937,False,Vibration harmonics broadened during extended production run.
-33322,2024-04-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.012,False,Sensor heartbeat delayed by one interval after gateway retry.
-33323,2024-04-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.525,True,Vibration burst exceeds envelope during tool change cycle.
-33324,2024-04-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.433,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33325,2024-04-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.331,False,Calibration check overdue by 11 days for press-line transducer.
-33326,2024-04-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.112,False,Humidity climbed during dock-door open period in afternoon shift.
-33327,2024-04-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.465,True,Sensor signal clipping observed during startup surge.
-33328,2024-04-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.758,False,Packaging line stop reduced adjacent vibration background.
-33329,2024-04-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.858,False,Sensor battery health remains nominal after firmware update.
-33330,2024-04-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.392,False,Pressure peak corresponds to oversized billet batch processing.
-33331,2024-04-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.982,True,Operator reported intermittent chatter on machine CNC-04.
-33332,2024-04-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.417,False,Sensor enclosure opened for manual calibration verification.
-33333,2024-04-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.889,False,Air handler maintenance reduced humidity variance on finishing line.
-33334,2024-04-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.115,False,Vibration burst exceeds envelope during tool change cycle.
-33335,2024-04-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.828,True,Maintenance scheduler deferred calibration due to spare shortage.
-33336,2024-04-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.11,False,Operator reset acknowledged after red-tag inspection.
-33337,2024-04-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.875,False,Vibration harmonics broadened during extended production run.
-33338,2024-04-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.435,False,Vibration baseline recovered after tool holder replacement.
-33339,2024-04-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.193,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-33340,2024-04-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.794,False,Short-lived packet loss observed at edge gateway gw-02.
-33341,2024-04-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33342,2024-04-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.143,False,Pressure settled back to nominal after valve reseat.
-33343,2024-04-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.168,True,Vibration baseline recovered after tool holder replacement.
-33344,2024-04-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.963,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33345,2024-04-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.324,False,Short-lived packet loss observed at edge gateway gw-02.
-33346,2024-04-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.883,False,Shift handoff note referenced unusual noise near press enclosure.
-33347,2024-04-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.0,True,Humidity excursion near finishing booth during coating run.
-33348,2024-04-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.232,False,Temperature remained elevated during unscheduled overtime run.
-33349,2024-04-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.151,False,Packaging line stop reduced adjacent vibration background.
-33350,2024-04-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.504,False,Temperature remained elevated during unscheduled overtime run.
-33351,2024-04-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.479,True,Vibration baseline recovered after tool holder replacement.
-33352,2024-04-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.344,False,Dust extraction fan offline for 18 minutes on line finishing.
-33353,2024-04-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.102,False,Temperature remained elevated during unscheduled overtime run.
-33354,2024-04-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.89,False,Maintenance scheduler deferred calibration due to spare shortage.
-33355,2024-04-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.232,True,Bearing temperature rising faster than baseline on spindle cell.
-33356,2024-04-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.934,False,Pressure peak corresponds to oversized billet batch processing.
-33357,2024-04-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.131,False,Vibration baseline recovered after tool holder replacement.
-33358,2024-04-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.037,False,Calibration check overdue by 11 days for press-line transducer.
-33359,2024-04-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.658,True,Sensor enclosure opened for manual calibration verification.
-33360,2024-04-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.169,False,Calibration check overdue by 11 days for press-line transducer.
-33361,2024-04-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.983,False,Pressure settled back to nominal after valve reseat.
-33362,2024-04-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.743,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33363,2024-04-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.045,True,Coolant loop adjustment reduced chamber temperature spread.
-33364,2024-04-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.546,False,Machine idle period extended during planned sanitation window.
-33365,2024-04-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.785,False,Humidity climbed during dock-door open period in afternoon shift.
-33366,2024-04-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.36,False,Vibration baseline recovered after tool holder replacement.
-33367,2024-04-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.542,True,SCADA backfill inserted two delayed telemetry points.
-33368,2024-04-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.454,False,Sensor signal clipping observed during startup surge.
-33369,2024-04-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.949,False,Quality hold reduced finishing booth activity for one shift.
-33370,2024-04-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.219,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33371,2024-04-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.528,True,SCADA backfill inserted two delayed telemetry points.
-33372,2024-04-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.236,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33373,2024-04-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.002,False,Press cycle dwell time lengthened during high-volume batch.
-33374,2024-04-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.6,False,Pressure peak corresponds to oversized billet batch processing.
-33375,2024-04-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.437,True,Sensor enclosure opened for manual calibration verification.
-33376,2024-04-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.298,False,Night shift startup produced higher than normal vibration floor.
-33377,2024-04-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.185,False,Edge collector replayed buffered events after network recovery.
-33378,2024-04-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.977,False,Shift handoff note referenced unusual noise near press enclosure.
-33379,2024-04-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.243,True,Dust extraction fan offline for 18 minutes on line finishing.
-33380,2024-04-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.199,False,Edge collector replayed buffered events after network recovery.
-33381,2024-04-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.147,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33382,2024-04-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.893,False,Short-lived packet loss observed at edge gateway gw-02.
-33383,2024-04-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.281,True,Telemetry quality flag downgraded during sensor self-test window.
-33384,2024-04-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.925,False,Sensor battery health remains nominal after firmware update.
-33385,2024-04-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.944,False,Coolant loop adjustment reduced chamber temperature spread.
-33386,2024-04-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.779,False,Operator reported intermittent chatter on machine CNC-04.
-33387,2024-04-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.515,True,Temporary gateway failover completed without data loss.
-33388,2024-04-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.737,False,Vibration harmonics broadened during extended production run.
-33389,2024-04-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.319,False,Ambient temperature stabilized after HVAC stage-two engagement.
-33390,2024-04-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.686,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33391,2024-04-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.464,True,Sensor signal clipping observed during startup surge.
-33392,2024-04-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.483,False,Maintenance note logged for coupling imbalance inspection.
-33393,2024-04-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Bearing temperature rising faster than baseline on spindle cell.
-33394,2024-04-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.702,False,Temperature variance narrowed after coolant nozzle cleaning.
-33395,2024-04-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.045,True,Humidity baseline improved after seal replacement.
-33396,2024-04-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.536,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33397,2024-04-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.669,False,Vibration harmonics broadened during extended production run.
-33398,2024-04-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.405,False,Quality team requested trace review for lot 24-118B.
-33399,2024-04-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.173,True,Humidity readings track seasonal rise across late spring.
-33400,2024-04-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.246,False,Calibration check overdue by 11 days for press-line transducer.
-33401,2024-04-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.983,False,Humidity readings track seasonal rise across late spring.
-33402,2024-04-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.857,False,Pressure peak corresponds to oversized billet batch processing.
-33403,2024-04-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.451,True,Sensor enclosure opened for manual calibration verification.
-33404,2024-04-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.754,False,Vibration baseline recovered after tool holder replacement.
-33405,2024-04-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.945,False,Machine throughput increase drove sustained pressure uplift.
-33406,2024-04-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.856,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33407,2024-04-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.365,True,Press cycle dwell time lengthened during high-volume batch.
-33408,2024-04-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.286,False,Supervisory alert generated after three consecutive threshold breaches.
-33409,2024-04-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.973,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33410,2024-04-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.767,False,Bearing temperature rising faster than baseline on spindle cell.
-33411,2024-04-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.415,True,Temporary gateway failover completed without data loss.
-33412,2024-04-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.709,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33413,2024-04-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.498,False,Telemetry quality flag downgraded during sensor self-test window.
-33414,2024-04-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.335,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33415,2024-04-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.805,True,Vibration baseline recovered after tool holder replacement.
-33416,2024-04-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.04,False,Anomaly review flagged possible bearing wear progression.
-33417,2024-04-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.117,False,Unbalanced load introduced cyclical pressure ripple.
-33418,2024-04-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.333,False,Maintenance note logged for coupling imbalance inspection.
-33419,2024-04-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.559,True,Reliability engineer tagged sample window for model retraining.
-33420,2024-04-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.987,False,Dust extraction fan offline for 18 minutes on line finishing.
-33421,2024-04-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.612,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33422,2024-04-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.672,False,Temporary gateway failover completed without data loss.
-33423,2024-04-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.253,True,Anomaly review flagged possible bearing wear progression.
-33424,2024-04-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.257,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33425,2024-04-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.515,False,Shift handoff note referenced unusual noise near press enclosure.
-33426,2024-04-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.698,False,Press cycle dwell time lengthened during high-volume batch.
-33427,2024-04-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.579,True,Pressure line purge completed before restart authorization.
-33428,2024-04-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.277,False,Supervisory alert generated after three consecutive threshold breaches.
-33429,2024-04-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.89,False,Bearing temperature rising faster than baseline on spindle cell.
-33430,2024-04-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.5,False,Humidity readings track seasonal rise across late spring.
-33431,2024-04-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.09,True,Pressure line purge completed before restart authorization.
-33432,2024-04-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.121,False,Transient outlier matched forklift impact near cabinet wall.
-33433,2024-04-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.696,False,Hydraulic line pressure oscillation detected under load.
-33434,2024-04-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.629,False,Bearing temperature rising faster than baseline on spindle cell.
-33435,2024-04-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.253,True,Sensor heartbeat delayed by one interval after gateway retry.
-33436,2024-04-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.786,False,Vibration burst exceeds envelope during tool change cycle.
-33437,2024-04-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.552,False,Bearing temperature rising faster than baseline on spindle cell.
-33438,2024-04-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.763,False,Vibration baseline recovered after tool holder replacement.
-33439,2024-04-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.495,True,Machine throughput increase drove sustained pressure uplift.
-33440,2024-04-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.091,False,Sensor heartbeat delayed by one interval after gateway retry.
-33441,2024-04-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.733,False,Vibration baseline recovered after tool holder replacement.
-33442,2024-04-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.687,False,Reliability engineer tagged sample window for model retraining.
-33443,2024-04-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.869,True,Machine idle period extended during planned sanitation window.
-33444,2024-04-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.726,False,Transient outlier matched forklift impact near cabinet wall.
-33445,2024-04-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.75,False,Maintenance crew confirmed lubrication interval was missed.
-33446,2024-04-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.335,False,Hydraulic line pressure oscillation detected under load.
-33447,2024-04-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.466,True,Pressure peak corresponds to oversized billet batch processing.
-33448,2024-04-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.502,False,Sensor signal clipping observed during startup surge.
-33449,2024-04-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.828,False,Dust extraction fan offline for 18 minutes on line finishing.
-33450,2024-04-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.733,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33451,2024-04-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.636,True,Quality hold reduced finishing booth activity for one shift.
-33452,2024-04-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.891,False,Hydraulic line pressure oscillation detected under load.
-33453,2024-04-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.359,False,Sensor battery health remains nominal after firmware update.
-33454,2024-04-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.52,False,Maintenance scheduler deferred calibration due to spare shortage.
-33455,2024-04-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.56,True,Maintenance scheduler deferred calibration due to spare shortage.
-33456,2024-04-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.3,False,Calibration check overdue by 11 days for press-line transducer.
-33457,2024-04-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.643,False,Bearing temperature rising faster than baseline on spindle cell.
-33458,2024-04-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.281,False,Unbalanced load introduced cyclical pressure ripple.
-33459,2024-04-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.213,True,Thermal ramp exceeded expected warmup curve before shift start.
-33460,2024-04-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.858,False,Pressure line purge completed before restart authorization.
-33461,2024-04-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.531,False,Operator reported intermittent chatter on machine CNC-04.
-33462,2024-04-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.617,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33463,2024-04-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.517,True,Quality hold reduced finishing booth activity for one shift.
-33464,2024-04-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.456,False,Transient outlier matched forklift impact near cabinet wall.
-33465,2024-04-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.82,False,Calibration check overdue by 11 days for press-line transducer.
-33466,2024-04-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.236,False,Reliability engineer tagged sample window for model retraining.
-33467,2024-04-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.421,True,Operator reported intermittent chatter on machine CNC-04.
-33468,2024-04-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.749,False,Pressure peak corresponds to oversized billet batch processing.
-33469,2024-04-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.561,False,Thermal overshoot event coincided with recipe change on furnace.
-33470,2024-04-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.367,False,Humidity excursion near finishing booth during coating run.
-33471,2024-04-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.359,True,Humidity excursion near finishing booth during coating run.
-33472,2024-04-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.976,False,Machine throughput increase drove sustained pressure uplift.
-33473,2024-04-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Sensor battery health remains nominal after firmware update.
-33474,2024-04-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.871,False,Bearing temperature rising faster than baseline on spindle cell.
-33475,2024-04-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.636,True,Calibration check overdue by 11 days for press-line transducer.
-33476,2024-04-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.676,False,Calibration check overdue by 11 days for press-line transducer.
-33477,2024-04-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.217,False,Bearing temperature rising faster than baseline on spindle cell.
-33478,2024-04-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.438,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33479,2024-04-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.311,True,Shift handoff note referenced unusual noise near press enclosure.
-33480,2024-04-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.621,False,Edge collector replayed buffered events after network recovery.
-33481,2024-04-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Quality team requested trace review for lot 24-118B.
-33482,2024-04-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.881,False,Bearing temperature rising faster than baseline on spindle cell.
-33483,2024-04-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.769,True,Sensor signal clipping observed during startup surge.
-33484,2024-04-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.327,False,Calibration check overdue by 11 days for press-line transducer.
-33485,2024-04-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.178,False,Transient outlier matched forklift impact near cabinet wall.
-33486,2024-04-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.727,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33487,2024-04-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.774,True,Vibration harmonics broadened during extended production run.
-33488,2024-04-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.953,False,Short-lived packet loss observed at edge gateway gw-02.
-33489,2024-04-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.464,False,Supervisory alert generated after three consecutive threshold breaches.
-33490,2024-04-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.773,False,Press cycle dwell time lengthened during high-volume batch.
-33491,2024-04-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,10.321,True,Maintenance crew confirmed lubrication interval was missed.
-33492,2024-04-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.126,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33493,2024-04-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.797,False,Humidity climbed during dock-door open period in afternoon shift.
-33494,2024-04-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.141,False,Pressure settled back to nominal after valve reseat.
-33495,2024-04-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.774,True,Vibration baseline recovered after tool holder replacement.
-33496,2024-04-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.033,False,Pressure line purge completed before restart authorization.
-33497,2024-04-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.931,False,Vibration harmonics broadened during extended production run.
-33498,2024-04-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.81,False,Packaging line stop reduced adjacent vibration background.
-33499,2024-04-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.701,True,Sensor heartbeat delayed by one interval after gateway retry.
-33500,2024-04-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.594,False,Quality team requested trace review for lot 24-118B.
-33501,2024-04-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.834,False,Vibration harmonics broadened during extended production run.
-33502,2024-04-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.624,False,Vibration baseline recovered after tool holder replacement.
-33503,2024-04-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.569,True,Sensor enclosure opened for manual calibration verification.
-33504,2024-04-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.514,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33505,2024-04-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.907,False,Ambient temperature stabilized after HVAC stage-two engagement.
-33506,2024-04-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.594,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33507,2024-04-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.481,True,Maintenance scheduler deferred calibration due to spare shortage.
-33508,2024-04-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.836,False,Temperature remained elevated during unscheduled overtime run.
-33509,2024-04-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.92,False,Calibration check overdue by 11 days for press-line transducer.
-33510,2024-04-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.621,False,Thermal ramp exceeded expected warmup curve before shift start.
-33511,2024-04-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.891,True,Thermal ramp exceeded expected warmup curve before shift start.
-33512,2024-04-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.963,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33513,2024-04-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.195,False,Dust extraction fan offline for 18 minutes on line finishing.
-33514,2024-04-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.292,False,Reliability engineer tagged sample window for model retraining.
-33515,2024-04-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.491,True,Pressure peak corresponds to oversized billet batch processing.
-33516,2024-04-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.798,False,Anomaly review flagged possible bearing wear progression.
-33517,2024-04-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Operator reset acknowledged after red-tag inspection.
-33518,2024-04-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.602,False,Unbalanced load introduced cyclical pressure ripple.
-33519,2024-04-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.383,True,Press cycle dwell time lengthened during high-volume batch.
-33520,2024-04-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.256,False,Humidity excursion near finishing booth during coating run.
-33521,2024-04-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.012,False,Humidity readings track seasonal rise across late spring.
-33522,2024-04-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.156,False,Vibration harmonics broadened during extended production run.
-33523,2024-04-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.92,True,Machine idle period extended during planned sanitation window.
-33524,2024-04-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.787,False,Warning threshold updated for pilot predictive-maintenance model.
-33525,2024-04-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.133,False,Vibration harmonics broadened during extended production run.
-33526,2024-04-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.993,False,Maintenance crew confirmed lubrication interval was missed.
-33527,2024-04-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.637,True,Compressed air fluctuation introduced pressure noise for two cycles.
-33528,2024-04-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.349,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33529,2024-04-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.852,False,Thermal ramp exceeded expected warmup curve before shift start.
-33530,2024-04-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.066,False,SCADA backfill inserted two delayed telemetry points.
-33531,2024-04-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.743,True,Press cycle dwell time lengthened during high-volume batch.
-33532,2024-04-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.384,False,Calibration check overdue by 11 days for press-line transducer.
-33533,2024-04-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.122,False,SCADA backfill inserted two delayed telemetry points.
-33534,2024-04-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.439,False,Calibration check overdue by 11 days for press-line transducer.
-33535,2024-04-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.157,True,Thermal ramp exceeded expected warmup curve before shift start.
-33536,2024-04-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.281,False,Temperature variance narrowed after coolant nozzle cleaning.
-33537,2024-04-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33538,2024-04-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.758,False,Quality hold reduced finishing booth activity for one shift.
-33539,2024-04-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.431,True,Quality hold reduced finishing booth activity for one shift.
-33540,2024-04-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.111,False,Quality team requested trace review for lot 24-118B.
-33541,2024-04-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.336,False,Temporary gateway failover completed without data loss.
-33542,2024-04-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.842,False,Edge collector replayed buffered events after network recovery.
-33543,2024-04-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.023,True,Ambient temperature stabilized after HVAC stage-two engagement.
-33544,2024-04-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.062,False,Coolant loop adjustment reduced chamber temperature spread.
-33545,2024-04-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.03,False,Short-lived packet loss observed at edge gateway gw-02.
-33546,2024-04-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.659,False,Temperature variance narrowed after coolant nozzle cleaning.
-33547,2024-04-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.021,True,Temporary gateway failover completed without data loss.
-33548,2024-04-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.222,False,Sensor heartbeat delayed by one interval after gateway retry.
-33549,2024-04-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.006,False,Humidity climbed during dock-door open period in afternoon shift.
-33550,2024-04-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.796,False,SCADA backfill inserted two delayed telemetry points.
-33551,2024-04-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.028,True,Temperature variance narrowed after coolant nozzle cleaning.
-33552,2024-04-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.852,False,Humidity excursion near finishing booth during coating run.
-33553,2024-04-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.692,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33554,2024-04-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.44,False,SCADA backfill inserted two delayed telemetry points.
-33555,2024-04-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.711,True,Condensation warning cleared after dehumidifier ramp-up.
-33556,2024-04-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.791,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-33557,2024-04-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.399,False,Short-lived packet loss observed at edge gateway gw-02.
-33558,2024-04-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.283,False,Warning threshold updated for pilot predictive-maintenance model.
-33559,2024-04-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.554,True,Humidity readings track seasonal rise across late spring.
-33560,2024-04-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.352,False,Maintenance scheduler deferred calibration due to spare shortage.
-33561,2024-04-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.402,False,Vibration burst exceeds envelope during tool change cycle.
-33562,2024-04-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.858,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-33563,2024-04-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.715,True,Humidity climbed during dock-door open period in afternoon shift.
-33564,2024-04-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.466,False,Quality hold reduced finishing booth activity for one shift.
-33565,2024-04-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.373,False,Maintenance crew confirmed lubrication interval was missed.
-33566,2024-04-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.475,False,Press cycle dwell time lengthened during high-volume batch.
-33567,2024-04-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.181,True,Quality team requested trace review for lot 24-118B.
-33568,2024-04-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.549,False,SCADA backfill inserted two delayed telemetry points.
-33569,2024-04-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.908,False,Anomaly review flagged possible bearing wear progression.
-33570,2024-04-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.531,False,Unbalanced load introduced cyclical pressure ripple.
-33571,2024-04-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.302,True,Sensor heartbeat delayed by one interval after gateway retry.
-33572,2024-04-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.854,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33573,2024-04-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.19,False,Temporary gateway failover completed without data loss.
-33574,2024-04-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.565,False,Dust extraction fan offline for 18 minutes on line finishing.
-33575,2024-04-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.105,True,Condensation warning cleared after dehumidifier ramp-up.
-33576,2024-04-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.6,False,Operator reset acknowledged after red-tag inspection.
-33577,2024-04-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.518,False,Night shift startup produced higher than normal vibration floor.
-33578,2024-04-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.864,False,Telemetry quality flag downgraded during sensor self-test window.
-33579,2024-04-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.314,True,Humidity baseline improved after seal replacement.
-33580,2024-04-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.548,False,Bearing temperature rising faster than baseline on spindle cell.
-33581,2024-04-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.081,False,Pressure peak corresponds to oversized billet batch processing.
-33582,2024-04-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.043,False,Quality team requested trace review for lot 24-118B.
-33583,2024-04-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.315,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33584,2024-04-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.778,False,Bearing temperature rising faster than baseline on spindle cell.
-33585,2024-04-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.43,False,Packaging line stop reduced adjacent vibration background.
-33586,2024-04-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.411,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33587,2024-04-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.183,True,Quality team requested trace review for lot 24-118B.
-33588,2024-04-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.228,False,Vibration burst exceeds envelope during tool change cycle.
-33589,2024-04-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.036,False,Press cycle dwell time lengthened during high-volume batch.
-33590,2024-04-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.997,False,Pressure line purge completed before restart authorization.
-33591,2024-04-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.72,True,Thermal overshoot event coincided with recipe change on furnace.
-33592,2024-04-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.251,False,Short-lived packet loss observed at edge gateway gw-02.
-33593,2024-04-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.789,False,Air handler maintenance reduced humidity variance on finishing line.
-33594,2024-04-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.9,False,Machine throughput increase drove sustained pressure uplift.
-33595,2024-04-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.389,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33596,2024-04-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.716,False,Quality hold reduced finishing booth activity for one shift.
-33597,2024-04-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.987,False,Supervisory alert generated after three consecutive threshold breaches.
-33598,2024-04-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.579,False,Unbalanced load introduced cyclical pressure ripple.
-33599,2024-04-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.58,True,Temperature variance narrowed after coolant nozzle cleaning.
-33600,2024-04-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.384,False,Humidity readings track seasonal rise across late spring.
-33601,2024-04-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.014,False,Machine throughput increase drove sustained pressure uplift.
-33602,2024-04-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.588,False,Maintenance note logged for coupling imbalance inspection.
-33603,2024-04-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.622,True,Supervisory alert generated after three consecutive threshold breaches.
-33604,2024-04-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.767,False,Coolant loop adjustment reduced chamber temperature spread.
-33605,2024-04-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.646,False,Anomaly review flagged possible bearing wear progression.
-33606,2024-04-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.688,False,Machine throughput increase drove sustained pressure uplift.
-33607,2024-04-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.489,True,Humidity readings track seasonal rise across late spring.
-33608,2024-04-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.256,False,Quality team requested trace review for lot 24-118B.
-33609,2024-04-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.201,False,Sensor battery health remains nominal after firmware update.
-33610,2024-04-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.905,False,Operator reset acknowledged after red-tag inspection.
-33611,2024-04-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.182,True,Sensor 3 drift suspected after cross-check with manual gauge.
-33612,2024-04-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.644,False,Edge collector replayed buffered events after network recovery.
-33613,2024-04-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.948,False,Air handler maintenance reduced humidity variance on finishing line.
-33614,2024-04-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,52.367,False,Pressure line purge completed before restart authorization.
-33615,2024-04-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.057,True,Humidity excursion near finishing booth during coating run.
-33616,2024-04-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.764,False,Sensor heartbeat delayed by one interval after gateway retry.
-33617,2024-04-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.085,False,Machine throughput increase drove sustained pressure uplift.
-33618,2024-04-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.244,False,SCADA backfill inserted two delayed telemetry points.
-33619,2024-04-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.861,True,Pressure line purge completed before restart authorization.
-33620,2024-04-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.216,False,Transient outlier matched forklift impact near cabinet wall.
-33621,2024-04-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.033,False,Telemetry quality flag downgraded during sensor self-test window.
-33622,2024-04-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.647,False,Dust extraction fan offline for 18 minutes on line finishing.
-33623,2024-04-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.605,True,Humidity excursion near finishing booth during coating run.
-33624,2024-04-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.783,False,Temperature remained elevated during unscheduled overtime run.
-33625,2024-04-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Pressure settled back to nominal after valve reseat.
-33626,2024-04-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.726,False,Night shift startup produced higher than normal vibration floor.
-33627,2024-04-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.968,True,Humidity readings track seasonal rise across late spring.
-33628,2024-04-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.029,False,Vibration harmonics broadened during extended production run.
-33629,2024-04-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.665,False,Short-lived packet loss observed at edge gateway gw-02.
-33630,2024-04-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.272,False,Sensor heartbeat delayed by one interval after gateway retry.
-33631,2024-04-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.952,True,Vibration baseline recovered after tool holder replacement.
-33632,2024-04-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.351,False,Calibration check overdue by 11 days for press-line transducer.
-33633,2024-04-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.877,False,Condensation warning cleared after dehumidifier ramp-up.
-33634,2024-04-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.659,False,Maintenance crew confirmed lubrication interval was missed.
-33635,2024-04-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.448,True,Pressure settled back to nominal after valve reseat.
-33636,2024-04-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.082,False,Operator reset acknowledged after red-tag inspection.
-33637,2024-04-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.47,False,Vibration baseline recovered after tool holder replacement.
-33638,2024-04-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.604,False,Anomaly review flagged possible bearing wear progression.
-33639,2024-04-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.663,True,Reliability engineer tagged sample window for model retraining.
-33640,2024-04-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.39,False,Quality hold reduced finishing booth activity for one shift.
-33641,2024-04-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.038,False,Unbalanced load introduced cyclical pressure ripple.
-33642,2024-04-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.797,False,Thermal ramp exceeded expected warmup curve before shift start.
-33643,2024-04-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.546,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33644,2024-04-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.926,False,Sensor signal clipping observed during startup surge.
-33645,2024-04-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.804,False,Sensor heartbeat delayed by one interval after gateway retry.
-33646,2024-04-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.605,False,Vibration harmonics broadened during extended production run.
-33647,2024-04-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.292,True,Pressure settled back to nominal after valve reseat.
-33648,2024-04-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.251,False,Machine idle period extended during planned sanitation window.
-33649,2024-04-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Humidity readings track seasonal rise across late spring.
-33650,2024-04-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.062,False,Pressure peak corresponds to oversized billet batch processing.
-33651,2024-04-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.171,True,Machine throughput increase drove sustained pressure uplift.
-33652,2024-04-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.416,False,Sensor signal clipping observed during startup surge.
-33653,2024-04-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.768,False,Air handler maintenance reduced humidity variance on finishing line.
-33654,2024-04-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.677,False,Temperature variance narrowed after coolant nozzle cleaning.
-33655,2024-04-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.695,True,Maintenance crew confirmed lubrication interval was missed.
-33656,2024-04-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.48,False,Warning threshold updated for pilot predictive-maintenance model.
-33657,2024-04-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.791,False,Pressure settled back to nominal after valve reseat.
-33658,2024-04-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.945,False,Humidity excursion near finishing booth during coating run.
-33659,2024-04-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.986,True,Maintenance note logged for coupling imbalance inspection.
-33660,2024-04-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.771,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33661,2024-04-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.981,False,Temporary gateway failover completed without data loss.
-33662,2024-04-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.711,False,Transient outlier matched forklift impact near cabinet wall.
-33663,2024-04-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.773,True,Warning threshold updated for pilot predictive-maintenance model.
-33664,2024-04-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.927,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33665,2024-04-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.949,False,Quality team requested trace review for lot 24-118B.
-33666,2024-04-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.909,False,Warning threshold updated for pilot predictive-maintenance model.
-33667,2024-04-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.552,True,Maintenance scheduler deferred calibration due to spare shortage.
-33668,2024-04-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.829,False,Hydraulic line pressure oscillation detected under load.
-33669,2024-04-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.543,False,Operator reported intermittent chatter on machine CNC-04.
-33670,2024-04-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.409,False,Telemetry quality flag downgraded during sensor self-test window.
-33671,2024-04-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.917,True,Humidity baseline improved after seal replacement.
-33672,2024-04-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.232,False,Packaging line stop reduced adjacent vibration background.
-33673,2024-04-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Vibration harmonics broadened during extended production run.
-33674,2024-04-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.093,False,Short-lived packet loss observed at edge gateway gw-02.
-33675,2024-04-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.041,True,Sensor 3 drift suspected after cross-check with manual gauge.
-33676,2024-04-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.428,False,Quality hold reduced finishing booth activity for one shift.
-33677,2024-04-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.969,False,Supervisory alert generated after three consecutive threshold breaches.
-33678,2024-04-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.959,False,Sensor heartbeat delayed by one interval after gateway retry.
-33679,2024-04-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.876,True,Temperature remained elevated during unscheduled overtime run.
-33680,2024-04-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.702,False,Humidity readings track seasonal rise across late spring.
-33681,2024-04-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.498,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33682,2024-04-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.419,False,Telemetry quality flag downgraded during sensor self-test window.
-33683,2024-04-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.515,True,Calibration check overdue by 11 days for press-line transducer.
-33684,2024-04-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.145,False,Shift handoff note referenced unusual noise near press enclosure.
-33685,2024-04-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.823,False,Temperature remained elevated during unscheduled overtime run.
-33686,2024-04-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.492,False,Humidity excursion near finishing booth during coating run.
-33687,2024-04-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,11.15,True,Transient outlier matched forklift impact near cabinet wall.
-33688,2024-04-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.101,False,Supervisory alert generated after three consecutive threshold breaches.
-33689,2024-04-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.065,False,Vibration baseline recovered after tool holder replacement.
-33690,2024-04-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.584,False,Thermal ramp exceeded expected warmup curve before shift start.
-33691,2024-04-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.218,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33692,2024-04-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.677,False,Reliability engineer tagged sample window for model retraining.
-33693,2024-04-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.929,False,Maintenance crew confirmed lubrication interval was missed.
-33694,2024-04-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.933,False,Unbalanced load introduced cyclical pressure ripple.
-33695,2024-04-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.8,True,Maintenance note logged for coupling imbalance inspection.
-33696,2024-04-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.939,False,Maintenance crew confirmed lubrication interval was missed.
-33697,2024-04-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.727,False,Pressure settled back to nominal after valve reseat.
-33698,2024-04-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.64,False,Sensor heartbeat delayed by one interval after gateway retry.
-33699,2024-04-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.901,True,Temporary gateway failover completed without data loss.
-33700,2024-04-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.97,False,Quality hold reduced finishing booth activity for one shift.
-33701,2024-04-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,SCADA backfill inserted two delayed telemetry points.
-33702,2024-04-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,64.059,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33703,2024-04-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.12,True,Humidity excursion near finishing booth during coating run.
-33704,2024-04-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.973,False,Quality hold reduced finishing booth activity for one shift.
-33705,2024-04-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.476,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33706,2024-04-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.86,False,Vibration burst exceeds envelope during tool change cycle.
-33707,2024-04-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.107,True,Thermal overshoot event coincided with recipe change on furnace.
-33708,2024-04-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.742,False,Coolant loop adjustment reduced chamber temperature spread.
-33709,2024-04-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.244,False,Bearing temperature rising faster than baseline on spindle cell.
-33710,2024-04-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.055,False,Edge collector replayed buffered events after network recovery.
-33711,2024-04-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.349,True,Ambient temperature stabilized after HVAC stage-two engagement.
-33712,2024-04-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.416,False,Operator reported intermittent chatter on machine CNC-04.
-33713,2024-04-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.106,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-33714,2024-04-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.593,False,Edge collector replayed buffered events after network recovery.
-33715,2024-04-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.81,True,Short-lived packet loss observed at edge gateway gw-02.
-33716,2024-04-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.562,False,Humidity baseline improved after seal replacement.
-33717,2024-04-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.208,False,Temporary gateway failover completed without data loss.
-33718,2024-04-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.867,False,Condensation warning cleared after dehumidifier ramp-up.
-33719,2024-04-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.537,True,Humidity baseline improved after seal replacement.
-33720,2024-04-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.343,False,Sensor enclosure opened for manual calibration verification.
-33721,2024-04-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.627,False,Sensor enclosure opened for manual calibration verification.
-33722,2024-04-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.804,False,Maintenance note logged for coupling imbalance inspection.
-33723,2024-04-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.51,True,Sensor signal clipping observed during startup surge.
-33724,2024-04-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.746,False,Edge collector replayed buffered events after network recovery.
-33725,2024-04-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.51,False,Quality hold reduced finishing booth activity for one shift.
-33726,2024-04-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.946,False,Unbalanced load introduced cyclical pressure ripple.
-33727,2024-04-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.544,True,Packaging line stop reduced adjacent vibration background.
-33728,2024-04-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.266,False,Bearing temperature rising faster than baseline on spindle cell.
-33729,2024-04-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.265,False,Pressure line purge completed before restart authorization.
-33730,2024-04-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.23,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33731,2024-04-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.537,True,Sensor heartbeat delayed by one interval after gateway retry.
-33732,2024-04-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.225,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33733,2024-04-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.669,False,Maintenance note logged for coupling imbalance inspection.
-33734,2024-04-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.836,False,Sensor enclosure opened for manual calibration verification.
-33735,2024-04-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.703,True,Sensor signal clipping observed during startup surge.
-33736,2024-04-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.941,False,Warning threshold updated for pilot predictive-maintenance model.
-33737,2024-04-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.201,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33738,2024-04-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.904,False,Maintenance crew confirmed lubrication interval was missed.
-33739,2024-04-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.727,True,Thermal ramp exceeded expected warmup curve before shift start.
-33740,2024-04-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.801,False,Supervisory alert generated after three consecutive threshold breaches.
-33741,2024-04-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.497,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33742,2024-04-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.328,False,Pressure settled back to nominal after valve reseat.
-33743,2024-04-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.407,True,Pressure peak corresponds to oversized billet batch processing.
-33744,2024-04-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.694,False,Calibration check overdue by 11 days for press-line transducer.
-33745,2024-04-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.471,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33746,2024-04-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.894,False,Telemetry quality flag downgraded during sensor self-test window.
-33747,2024-04-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.003,True,Calibration check overdue by 11 days for press-line transducer.
-33748,2024-04-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.554,False,Night shift startup produced higher than normal vibration floor.
-33749,2024-04-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.185,False,Shift handoff note referenced unusual noise near press enclosure.
-33750,2024-04-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.05,False,Maintenance crew confirmed lubrication interval was missed.
-33751,2024-04-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.396,True,Compressed air fluctuation introduced pressure noise for two cycles.
-33752,2024-04-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.197,False,Condensation warning cleared after dehumidifier ramp-up.
-33753,2024-04-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.333,False,Vibration burst exceeds envelope during tool change cycle.
-33754,2024-04-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.165,False,Humidity excursion near finishing booth during coating run.
-33755,2024-04-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.106,True,Hydraulic line pressure oscillation detected under load.
-33756,2024-04-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.985,False,Maintenance note logged for coupling imbalance inspection.
-33757,2024-04-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.865,False,Condensation warning cleared after dehumidifier ramp-up.
-33758,2024-04-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.946,False,Machine throughput increase drove sustained pressure uplift.
-33759,2024-04-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.714,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-33760,2024-04-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.492,False,Humidity climbed during dock-door open period in afternoon shift.
-33761,2024-04-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.314,False,Maintenance scheduler deferred calibration due to spare shortage.
-33762,2024-04-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.104,False,Edge collector replayed buffered events after network recovery.
-33763,2024-04-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.789,True,Warning threshold updated for pilot predictive-maintenance model.
-33764,2024-04-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.66,False,Transient outlier matched forklift impact near cabinet wall.
-33765,2024-04-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.706,False,Calibration check overdue by 11 days for press-line transducer.
-33766,2024-04-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.781,False,Reliability engineer tagged sample window for model retraining.
-33767,2024-04-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.717,True,Maintenance note logged for coupling imbalance inspection.
-33768,2024-04-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.992,False,Vibration harmonics broadened during extended production run.
-33769,2024-04-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.209,False,Reliability engineer tagged sample window for model retraining.
-33770,2024-04-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.827,False,Sensor heartbeat delayed by one interval after gateway retry.
-33771,2024-04-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.122,True,Sensor signal clipping observed during startup surge.
-33772,2024-04-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,45.841,False,Pressure peak corresponds to oversized billet batch processing.
-33773,2024-04-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.876,False,Shift handoff note referenced unusual noise near press enclosure.
-33774,2024-04-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.056,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33775,2024-04-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.082,True,Transient outlier matched forklift impact near cabinet wall.
-33776,2024-04-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.763,False,Transient outlier matched forklift impact near cabinet wall.
-33777,2024-04-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.699,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33778,2024-04-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.347,False,Reliability engineer tagged sample window for model retraining.
-33779,2024-04-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.793,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33780,2024-04-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.375,False,Quality team requested trace review for lot 24-118B.
-33781,2024-04-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Operator reported intermittent chatter on machine CNC-04.
-33782,2024-04-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.013,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33783,2024-04-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.708,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33784,2024-04-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.945,False,Maintenance scheduler deferred calibration due to spare shortage.
-33785,2024-04-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Hydraulic line pressure oscillation detected under load.
-33786,2024-04-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.584,False,Calibration check overdue by 11 days for press-line transducer.
-33787,2024-04-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.045,True,Machine throughput increase drove sustained pressure uplift.
-33788,2024-04-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.135,False,Condensation warning cleared after dehumidifier ramp-up.
-33789,2024-04-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.818,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33790,2024-04-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.903,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33791,2024-04-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.907,True,Sensor enclosure opened for manual calibration verification.
-33792,2024-04-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.097,False,Supervisory alert generated after three consecutive threshold breaches.
-33793,2024-04-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.004,False,Thermal ramp exceeded expected warmup curve before shift start.
-33794,2024-04-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.671,False,Quality hold reduced finishing booth activity for one shift.
-33795,2024-04-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.949,True,Compressed air fluctuation introduced pressure noise for two cycles.
-33796,2024-04-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.476,False,Temperature remained elevated during unscheduled overtime run.
-33797,2024-04-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.982,False,Edge collector replayed buffered events after network recovery.
-33798,2024-04-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.745,False,Telemetry quality flag downgraded during sensor self-test window.
-33799,2024-04-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.539,True,Thermal ramp exceeded expected warmup curve before shift start.
-33800,2024-04-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.885,False,Supervisory alert generated after three consecutive threshold breaches.
-33801,2024-04-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.696,False,Hydraulic line pressure oscillation detected under load.
-33802,2024-04-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.97,False,Calibration check overdue by 11 days for press-line transducer.
-33803,2024-04-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.891,True,Machine idle period extended during planned sanitation window.
-33804,2024-04-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.732,False,Vibration baseline recovered after tool holder replacement.
-33805,2024-04-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Quality team requested trace review for lot 24-118B.
-33806,2024-04-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.918,False,Quality hold reduced finishing booth activity for one shift.
-33807,2024-04-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.347,True,Compressed air fluctuation introduced pressure noise for two cycles.
-33808,2024-04-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.598,False,Hydraulic line pressure oscillation detected under load.
-33809,2024-04-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.984,False,Pressure settled back to nominal after valve reseat.
-33810,2024-04-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.525,False,Pressure peak corresponds to oversized billet batch processing.
-33811,2024-04-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.847,True,Transient outlier matched forklift impact near cabinet wall.
-33812,2024-04-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.386,False,Supervisory alert generated after three consecutive threshold breaches.
-33813,2024-04-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.077,False,Maintenance crew confirmed lubrication interval was missed.
-33814,2024-04-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.121,False,Shift handoff note referenced unusual noise near press enclosure.
-33815,2024-04-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.923,True,Sensor signal clipping observed during startup surge.
-33816,2024-04-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,26.674,False,Calibration check overdue by 11 days for press-line transducer.
-33817,2024-04-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.792,False,Machine throughput increase drove sustained pressure uplift.
-33818,2024-04-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.277,False,Dust extraction fan offline for 18 minutes on line finishing.
-33819,2024-04-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.504,True,Unbalanced load introduced cyclical pressure ripple.
-33820,2024-04-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.056,False,Quality team requested trace review for lot 24-118B.
-33821,2024-04-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Bearing temperature rising faster than baseline on spindle cell.
-33822,2024-04-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,51.765,False,Edge collector replayed buffered events after network recovery.
-33823,2024-04-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.44,True,Reliability engineer tagged sample window for model retraining.
-33824,2024-04-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.331,False,Supervisory alert generated after three consecutive threshold breaches.
-33825,2024-04-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.517,False,Hydraulic line pressure oscillation detected under load.
-33826,2024-04-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.847,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33827,2024-04-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.029,True,Air handler maintenance reduced humidity variance on finishing line.
-33828,2024-04-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.292,False,Thermal ramp exceeded expected warmup curve before shift start.
-33829,2024-04-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.653,False,Humidity readings track seasonal rise across late spring.
-33830,2024-04-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.245,False,Pressure settled back to nominal after valve reseat.
-33831,2024-04-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.458,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-33832,2024-04-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.72,False,Maintenance scheduler deferred calibration due to spare shortage.
-33833,2024-04-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.682,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33834,2024-04-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.97,False,Temporary gateway failover completed without data loss.
-33835,2024-04-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.048,True,Pressure settled back to nominal after valve reseat.
-33836,2024-04-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.759,False,Quality hold reduced finishing booth activity for one shift.
-33837,2024-04-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Vibration burst exceeds envelope during tool change cycle.
-33838,2024-04-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.391,False,Maintenance scheduler deferred calibration due to spare shortage.
-33839,2024-04-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.852,True,Quality hold reduced finishing booth activity for one shift.
-33840,2024-04-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.925,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33841,2024-04-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.162,False,Pressure settled back to nominal after valve reseat.
-33842,2024-04-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,53.422,False,Humidity excursion near finishing booth during coating run.
-33843,2024-04-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.048,True,Vibration baseline recovered after tool holder replacement.
-33844,2024-04-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.23,False,Quality hold reduced finishing booth activity for one shift.
-33845,2024-04-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.744,False,Short-lived packet loss observed at edge gateway gw-02.
-33846,2024-04-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.874,False,Sensor enclosure opened for manual calibration verification.
-33847,2024-04-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.568,True,Humidity baseline improved after seal replacement.
-33848,2024-04-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.662,False,Vibration harmonics broadened during extended production run.
-33849,2024-04-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.735,False,Reliability engineer tagged sample window for model retraining.
-33850,2024-04-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.694,False,Sensor signal clipping observed during startup surge.
-33851,2024-04-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.9,True,Machine throughput increase drove sustained pressure uplift.
-33852,2024-04-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.434,False,Humidity readings track seasonal rise across late spring.
-33853,2024-04-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.87,False,Packaging line stop reduced adjacent vibration background.
-33854,2024-04-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.925,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33855,2024-04-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.791,True,Bearing temperature rising faster than baseline on spindle cell.
-33856,2024-04-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.531,False,Temporary gateway failover completed without data loss.
-33857,2024-04-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.452,False,Maintenance scheduler deferred calibration due to spare shortage.
-33858,2024-04-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.956,False,Quality team requested trace review for lot 24-118B.
-33859,2024-04-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.465,True,Machine throughput increase drove sustained pressure uplift.
-33860,2024-04-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.03,False,Vibration harmonics broadened during extended production run.
-33861,2024-04-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.867,False,Press cycle dwell time lengthened during high-volume batch.
-33862,2024-04-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.343,False,Coolant loop adjustment reduced chamber temperature spread.
-33863,2024-04-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.989,True,Vibration burst exceeds envelope during tool change cycle.
-33864,2024-04-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.429,False,Maintenance scheduler deferred calibration due to spare shortage.
-33865,2024-04-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Supervisory alert generated after three consecutive threshold breaches.
-33866,2024-04-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.582,False,Air handler maintenance reduced humidity variance on finishing line.
-33867,2024-04-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.365,True,Vibration burst exceeds envelope during tool change cycle.
-33868,2024-04-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.162,False,Quality hold reduced finishing booth activity for one shift.
-33869,2024-04-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.802,False,Thermal ramp exceeded expected warmup curve before shift start.
-33870,2024-04-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.45,False,Short-lived packet loss observed at edge gateway gw-02.
-33871,2024-04-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.838,True,Vibration baseline recovered after tool holder replacement.
-33872,2024-04-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.955,False,Vibration burst exceeds envelope during tool change cycle.
-33873,2024-04-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.735,False,Transient outlier matched forklift impact near cabinet wall.
-33874,2024-04-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.565,False,Hydraulic line pressure oscillation detected under load.
-33875,2024-04-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.816,True,Temperature variance narrowed after coolant nozzle cleaning.
-33876,2024-04-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.951,False,Supervisory alert generated after three consecutive threshold breaches.
-33877,2024-04-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.757,False,Sensor enclosure opened for manual calibration verification.
-33878,2024-04-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.554,False,Telemetry quality flag downgraded during sensor self-test window.
-33879,2024-04-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.718,True,Coolant loop adjustment reduced chamber temperature spread.
-33880,2024-04-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.731,False,Unbalanced load introduced cyclical pressure ripple.
-33881,2024-04-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33882,2024-04-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.114,False,Vibration harmonics broadened during extended production run.
-33883,2024-04-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.61,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33884,2024-04-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.48,False,Hydraulic line pressure oscillation detected under load.
-33885,2024-04-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Temporary gateway failover completed without data loss.
-33886,2024-04-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,54.756,False,Telemetry quality flag downgraded during sensor self-test window.
-33887,2024-04-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.049,True,Machine idle period extended during planned sanitation window.
-33888,2024-04-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.897,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33889,2024-04-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.595,False,Vibration baseline recovered after tool holder replacement.
-33890,2024-04-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.739,False,Temporary gateway failover completed without data loss.
-33891,2024-04-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.768,True,Pressure peak corresponds to oversized billet batch processing.
-33892,2024-04-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.113,False,Transient outlier matched forklift impact near cabinet wall.
-33893,2024-04-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.343,False,Hydraulic line pressure oscillation detected under load.
-33894,2024-04-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.966,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33895,2024-04-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.896,True,Humidity climbed during dock-door open period in afternoon shift.
-33896,2024-04-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.036,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33897,2024-04-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.401,False,Humidity baseline improved after seal replacement.
-33898,2024-04-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.385,False,Sensor heartbeat delayed by one interval after gateway retry.
-33899,2024-04-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.665,True,Edge collector replayed buffered events after network recovery.
-33900,2024-04-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.402,False,Supervisory alert generated after three consecutive threshold breaches.
-33901,2024-04-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.838,False,Pressure settled back to nominal after valve reseat.
-33902,2024-04-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.224,False,Quality hold reduced finishing booth activity for one shift.
-33903,2024-04-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.205,True,Heat-treat furnace door cycling increased localized temperature spikes.
-33904,2024-04-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.558,False,Maintenance note logged for coupling imbalance inspection.
-33905,2024-04-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.377,False,Warning threshold updated for pilot predictive-maintenance model.
-33906,2024-04-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.24,False,Maintenance note logged for coupling imbalance inspection.
-33907,2024-04-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.664,True,Calibration check overdue by 11 days for press-line transducer.
-33908,2024-04-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.437,False,Condensation warning cleared after dehumidifier ramp-up.
-33909,2024-04-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.279,False,Unbalanced load introduced cyclical pressure ripple.
-33910,2024-04-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.656,False,Air handler maintenance reduced humidity variance on finishing line.
-33911,2024-04-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.317,True,Pressure peak corresponds to oversized billet batch processing.
-33912,2024-04-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.219,False,Thermal overshoot event coincided with recipe change on furnace.
-33913,2024-04-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.9,False,Unbalanced load introduced cyclical pressure ripple.
-33914,2024-04-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.006,False,Press cycle dwell time lengthened during high-volume batch.
-33915,2024-04-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.949,True,Ambient temperature stabilized after HVAC stage-two engagement.
-33916,2024-04-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.958,False,Supervisory alert generated after three consecutive threshold breaches.
-33917,2024-04-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.937,False,Machine throughput increase drove sustained pressure uplift.
-33918,2024-04-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.944,False,Temperature remained elevated during unscheduled overtime run.
-33919,2024-04-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.366,True,Maintenance crew confirmed lubrication interval was missed.
-33920,2024-04-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.02,False,Vibration baseline recovered after tool holder replacement.
-33921,2024-04-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Vibration harmonics broadened during extended production run.
-33922,2024-04-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.508,False,Supervisory alert generated after three consecutive threshold breaches.
-33923,2024-04-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.507,True,Hydraulic line pressure oscillation detected under load.
-33924,2024-04-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.802,False,Vibration burst exceeds envelope during tool change cycle.
-33925,2024-04-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.373,False,Dust extraction fan offline for 18 minutes on line finishing.
-33926,2024-04-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.166,False,Maintenance crew confirmed lubrication interval was missed.
-33927,2024-04-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.274,True,Pressure peak corresponds to oversized billet batch processing.
-33928,2024-04-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.044,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-33929,2024-04-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.983,False,Sensor signal clipping observed during startup surge.
-33930,2024-04-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.682,False,Sensor 3 drift suspected after cross-check with manual gauge.
-33931,2024-04-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.751,True,Vibration burst exceeds envelope during tool change cycle.
-33932,2024-04-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.717,False,Hydraulic line pressure oscillation detected under load.
-33933,2024-04-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.247,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-33934,2024-04-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.816,False,Air handler maintenance reduced humidity variance on finishing line.
-33935,2024-04-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.87,True,Edge collector replayed buffered events after network recovery.
-33936,2024-04-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.31,False,Condensation warning cleared after dehumidifier ramp-up.
-33937,2024-04-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.689,False,Humidity climbed during dock-door open period in afternoon shift.
-33938,2024-04-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.761,False,Quality team requested trace review for lot 24-118B.
-33939,2024-04-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.902,True,Hydraulic line pressure oscillation detected under load.
-33940,2024-04-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,31.799,False,Press cycle dwell time lengthened during high-volume batch.
-33941,2024-04-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Telemetry quality flag downgraded during sensor self-test window.
-33942,2024-04-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.414,False,Sensor enclosure opened for manual calibration verification.
-33943,2024-04-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.474,True,Maintenance note logged for coupling imbalance inspection.
-33944,2024-04-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.015,False,Sensor heartbeat delayed by one interval after gateway retry.
-33945,2024-04-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.445,False,Telemetry quality flag downgraded during sensor self-test window.
-33946,2024-04-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.672,False,Operator reported intermittent chatter on machine CNC-04.
-33947,2024-04-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.671,True,Vibration burst exceeds envelope during tool change cycle.
-33948,2024-04-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.426,False,Thermal ramp exceeded expected warmup curve before shift start.
-33949,2024-04-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.735,False,Humidity excursion near finishing booth during coating run.
-33950,2024-04-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.944,False,Pressure line purge completed before restart authorization.
-33951,2024-04-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.199,True,Edge collector replayed buffered events after network recovery.
-33952,2024-04-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.506,False,Sensor enclosure opened for manual calibration verification.
-33953,2024-04-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.979,False,Maintenance crew confirmed lubrication interval was missed.
-33954,2024-04-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.747,False,Compressed air fluctuation introduced pressure noise for two cycles.
-33955,2024-04-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.597,True,Press cycle dwell time lengthened during high-volume batch.
-33956,2024-04-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.848,False,Hydraulic line pressure oscillation detected under load.
-33957,2024-04-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Thermal overshoot event coincided with recipe change on furnace.
-33958,2024-04-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.254,False,Thermal overshoot event coincided with recipe change on furnace.
-33959,2024-04-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.383,True,Pressure settled back to nominal after valve reseat.
-33960,2024-04-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
-33961,2024-04-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.265,False,Bearing temperature rising faster than baseline on spindle cell.
-33962,2024-04-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.792,False,Machine throughput increase drove sustained pressure uplift.
-33963,2024-04-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.385,True,Unbalanced load introduced cyclical pressure ripple.
-33964,2024-04-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.392,False,Bearing temperature rising faster than baseline on spindle cell.
-33965,2024-04-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Temporary gateway failover completed without data loss.
-33966,2024-04-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.969,False,Pressure line purge completed before restart authorization.
-33967,2024-04-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.711,True,Packaging line stop reduced adjacent vibration background.
-33968,2024-04-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.701,False,Humidity readings track seasonal rise across late spring.
-33969,2024-04-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.965,False,Maintenance note logged for coupling imbalance inspection.
-33970,2024-04-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.493,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33971,2024-04-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.658,True,Press cycle dwell time lengthened during high-volume batch.
-33972,2024-04-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.113,False,Thermal overshoot event coincided with recipe change on furnace.
-33973,2024-04-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.784,False,Hydraulic line pressure oscillation detected under load.
-33974,2024-04-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.447,False,Warning threshold updated for pilot predictive-maintenance model.
-33975,2024-04-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.956,True,Humidity readings track seasonal rise across late spring.
-33976,2024-04-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.716,False,Press cycle dwell time lengthened during high-volume batch.
-33977,2024-04-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.608,False,Sensor heartbeat delayed by one interval after gateway retry.
-33978,2024-04-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.28,False,Coolant loop adjustment reduced chamber temperature spread.
-33979,2024-04-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.599,True,Operator reported intermittent chatter on machine CNC-04.
-33980,2024-04-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.518,False,Vibration burst exceeds envelope during tool change cycle.
-33981,2024-04-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Pressure peak corresponds to oversized billet batch processing.
-33982,2024-04-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.967,False,Machine throughput increase drove sustained pressure uplift.
-33983,2024-04-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.712,True,Telemetry quality flag downgraded during sensor self-test window.
-33984,2024-04-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.585,False,Thermal overshoot event coincided with recipe change on furnace.
-33985,2024-04-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.571,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-33986,2024-04-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.792,False,Dust extraction fan offline for 18 minutes on line finishing.
-33987,2024-04-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.598,True,Maintenance scheduler deferred calibration due to spare shortage.
-33988,2024-04-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.14,False,Reliability engineer tagged sample window for model retraining.
-33989,2024-04-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.532,False,Sensor battery health remains nominal after firmware update.
-33990,2024-04-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.861,False,Machine throughput increase drove sustained pressure uplift.
-33991,2024-04-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.824,True,Ambient temperature stabilized after HVAC stage-two engagement.
-33992,2024-04-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.516,False,Maintenance crew confirmed lubrication interval was missed.
-33993,2024-04-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Pressure settled back to nominal after valve reseat.
-33994,2024-04-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.671,False,Warning threshold updated for pilot predictive-maintenance model.
-33995,2024-04-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.499,True,Press cycle dwell time lengthened during high-volume batch.
-33996,2024-04-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.454,False,Supervisory alert generated after three consecutive threshold breaches.
-33997,2024-04-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Pressure settled back to nominal after valve reseat.
-33998,2024-04-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.921,False,Temporary gateway failover completed without data loss.
-33999,2024-04-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.374,True,Vibration burst exceeds envelope during tool change cycle.
-34000,2024-04-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.348,False,Vibration baseline recovered after tool holder replacement.
-34001,2024-04-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.064,False,Sensor battery health remains nominal after firmware update.
-34002,2024-04-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.204,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34003,2024-04-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.788,True,Vibration harmonics broadened during extended production run.
-34004,2024-04-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.079,False,Maintenance note logged for coupling imbalance inspection.
-34005,2024-04-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.749,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34006,2024-04-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.853,False,Quality hold reduced finishing booth activity for one shift.
-34007,2024-04-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.318,True,Ambient temperature stabilized after HVAC stage-two engagement.
-34008,2024-04-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.737,False,Night shift startup produced higher than normal vibration floor.
-34009,2024-04-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.488,False,Sensor heartbeat delayed by one interval after gateway retry.
-34010,2024-04-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.761,False,Humidity excursion near finishing booth during coating run.
-34011,2024-04-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.541,True,Transient outlier matched forklift impact near cabinet wall.
-34012,2024-04-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.863,False,Sensor battery health remains nominal after firmware update.
-34013,2024-04-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.156,False,Edge collector replayed buffered events after network recovery.
-34014,2024-04-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.387,False,Edge collector replayed buffered events after network recovery.
-34015,2024-04-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.067,True,Sensor enclosure opened for manual calibration verification.
-34016,2024-04-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.394,False,Humidity baseline improved after seal replacement.
-34017,2024-04-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.054,False,Shift handoff note referenced unusual noise near press enclosure.
-34018,2024-04-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.111,False,Sensor heartbeat delayed by one interval after gateway retry.
-34019,2024-04-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.235,True,Quality hold reduced finishing booth activity for one shift.
-34020,2024-04-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.286,False,Quality hold reduced finishing booth activity for one shift.
-34021,2024-04-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.063,False,Humidity excursion near finishing booth during coating run.
-34022,2024-04-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.001,False,Night shift startup produced higher than normal vibration floor.
-34023,2024-04-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.182,True,Thermal ramp exceeded expected warmup curve before shift start.
-34024,2024-04-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.84,False,Pressure settled back to nominal after valve reseat.
-34025,2024-04-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Maintenance scheduler deferred calibration due to spare shortage.
-34026,2024-04-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.703,False,Reliability engineer tagged sample window for model retraining.
-34027,2024-04-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.455,True,Maintenance crew confirmed lubrication interval was missed.
-34028,2024-04-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.422,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34029,2024-04-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.547,False,Bearing temperature rising faster than baseline on spindle cell.
-34030,2024-04-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.862,False,Quality team requested trace review for lot 24-118B.
-34031,2024-04-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.741,True,Packaging line stop reduced adjacent vibration background.
-34032,2024-04-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.418,False,Vibration burst exceeds envelope during tool change cycle.
-34033,2024-04-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Sensor enclosure opened for manual calibration verification.
-34034,2024-04-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.449,False,Packaging line stop reduced adjacent vibration background.
-34035,2024-04-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.654,True,Night shift startup produced higher than normal vibration floor.
-34036,2024-04-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.17,False,Calibration check overdue by 11 days for press-line transducer.
-34037,2024-04-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.099,False,Bearing temperature rising faster than baseline on spindle cell.
-34038,2024-04-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.089,False,Hydraulic line pressure oscillation detected under load.
-34039,2024-04-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.861,True,Condensation warning cleared after dehumidifier ramp-up.
-34040,2024-04-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.51,False,Machine throughput increase drove sustained pressure uplift.
-34041,2024-04-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.701,False,Coolant loop adjustment reduced chamber temperature spread.
-34042,2024-04-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.839,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34043,2024-04-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.454,True,Quality hold reduced finishing booth activity for one shift.
-34044,2024-04-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.325,False,SCADA backfill inserted two delayed telemetry points.
-34045,2024-04-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Thermal overshoot event coincided with recipe change on furnace.
-34046,2024-04-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.095,False,Air handler maintenance reduced humidity variance on finishing line.
-34047,2024-04-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.887,True,Pressure line purge completed before restart authorization.
-34048,2024-04-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.272,False,Shift handoff note referenced unusual noise near press enclosure.
-34049,2024-04-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.689,False,Pressure peak corresponds to oversized billet batch processing.
-34050,2024-04-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.032,False,Humidity climbed during dock-door open period in afternoon shift.
-34051,2024-04-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.812,True,Bearing temperature rising faster than baseline on spindle cell.
-34052,2024-04-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.79,False,Pressure peak corresponds to oversized billet batch processing.
-34053,2024-04-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.366,False,Edge collector replayed buffered events after network recovery.
-34054,2024-04-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.995,False,Reliability engineer tagged sample window for model retraining.
-34055,2024-04-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.71,True,Pressure settled back to nominal after valve reseat.
-34056,2024-04-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.531,False,Sensor battery health remains nominal after firmware update.
-34057,2024-04-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.564,False,Maintenance scheduler deferred calibration due to spare shortage.
-34058,2024-04-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.291,False,Edge collector replayed buffered events after network recovery.
-34059,2024-04-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.43,True,Press cycle dwell time lengthened during high-volume batch.
-34060,2024-04-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.855,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34061,2024-04-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.953,False,Vibration harmonics broadened during extended production run.
-34062,2024-04-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.828,False,Quality hold reduced finishing booth activity for one shift.
-34063,2024-04-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.073,True,SCADA backfill inserted two delayed telemetry points.
-34064,2024-04-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.981,False,Anomaly review flagged possible bearing wear progression.
-34065,2024-04-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.579,False,Warning threshold updated for pilot predictive-maintenance model.
-34066,2024-04-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.741,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34067,2024-04-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.162,True,Operator reset acknowledged after red-tag inspection.
-34068,2024-04-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.414,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34069,2024-04-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.039,False,Press cycle dwell time lengthened during high-volume batch.
-34070,2024-04-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.581,False,Vibration baseline recovered after tool holder replacement.
-34071,2024-04-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.156,True,Vibration baseline recovered after tool holder replacement.
-34072,2024-04-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.617,False,Vibration baseline recovered after tool holder replacement.
-34073,2024-04-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.86,False,Coolant loop adjustment reduced chamber temperature spread.
-34074,2024-04-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.57,False,Anomaly review flagged possible bearing wear progression.
-34075,2024-04-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.367,True,Press cycle dwell time lengthened during high-volume batch.
-34076,2024-04-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.148,False,Press cycle dwell time lengthened during high-volume batch.
-34077,2024-04-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.4,False,Short-lived packet loss observed at edge gateway gw-02.
-34078,2024-04-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.866,False,Warning threshold updated for pilot predictive-maintenance model.
-34079,2024-04-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.968,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34080,2024-04-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.395,False,Sensor battery health remains nominal after firmware update.
-34081,2024-04-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Humidity baseline improved after seal replacement.
-34082,2024-04-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.822,False,Operator reported intermittent chatter on machine CNC-04.
-34083,2024-04-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.16,True,Bearing temperature rising faster than baseline on spindle cell.
-34084,2024-04-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.53,False,Humidity baseline improved after seal replacement.
-34085,2024-04-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.118,False,Quality hold reduced finishing booth activity for one shift.
-34086,2024-04-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.391,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34087,2024-04-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.794,True,SCADA backfill inserted two delayed telemetry points.
-34088,2024-04-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.94,False,Reliability engineer tagged sample window for model retraining.
-34089,2024-04-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.1,False,Short-lived packet loss observed at edge gateway gw-02.
-34090,2024-04-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.484,False,Machine idle period extended during planned sanitation window.
-34091,2024-04-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.678,True,SCADA backfill inserted two delayed telemetry points.
-34092,2024-04-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.964,False,Edge collector replayed buffered events after network recovery.
-34093,2024-04-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.743,False,Machine throughput increase drove sustained pressure uplift.
-34094,2024-04-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.392,False,Vibration burst exceeds envelope during tool change cycle.
-34095,2024-04-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.064,True,SCADA backfill inserted two delayed telemetry points.
-34096,2024-04-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.072,False,Short-lived packet loss observed at edge gateway gw-02.
-34097,2024-04-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Thermal overshoot event coincided with recipe change on furnace.
-34098,2024-04-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.153,False,Sensor enclosure opened for manual calibration verification.
-34099,2024-04-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.664,True,Air handler maintenance reduced humidity variance on finishing line.
-34100,2024-04-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.016,False,Warning threshold updated for pilot predictive-maintenance model.
-34101,2024-04-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.729,False,Vibration baseline recovered after tool holder replacement.
-34102,2024-04-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.262,False,Humidity readings track seasonal rise across late spring.
-34103,2024-04-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.818,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-34104,2024-04-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.612,False,Machine idle period extended during planned sanitation window.
-34105,2024-04-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.59,False,Maintenance scheduler deferred calibration due to spare shortage.
-34106,2024-04-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.104,False,Telemetry quality flag downgraded during sensor self-test window.
-34107,2024-04-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.719,True,Quality hold reduced finishing booth activity for one shift.
-34108,2024-04-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.005,False,Press cycle dwell time lengthened during high-volume batch.
-34109,2024-04-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.695,False,Bearing temperature rising faster than baseline on spindle cell.
-34110,2024-04-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.793,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34111,2024-04-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.892,True,Sensor signal clipping observed during startup surge.
-34112,2024-04-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.588,False,Vibration burst exceeds envelope during tool change cycle.
-34113,2024-04-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.348,False,Dust extraction fan offline for 18 minutes on line finishing.
-34114,2024-04-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.176,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34115,2024-04-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.859,True,Sensor heartbeat delayed by one interval after gateway retry.
-34116,2024-04-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.301,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34117,2024-04-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.456,False,Maintenance note logged for coupling imbalance inspection.
-34118,2024-04-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.989,False,Quality team requested trace review for lot 24-118B.
-34119,2024-04-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.853,True,Humidity readings track seasonal rise across late spring.
-34120,2024-04-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.344,False,Temperature remained elevated during unscheduled overtime run.
-34121,2024-04-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.176,False,Machine throughput increase drove sustained pressure uplift.
-34122,2024-04-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.469,False,Reliability engineer tagged sample window for model retraining.
-34123,2024-04-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.644,True,Vibration harmonics broadened during extended production run.
-34124,2024-04-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.267,False,Dust extraction fan offline for 18 minutes on line finishing.
-34125,2024-04-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.129,False,Humidity baseline improved after seal replacement.
-34126,2024-04-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.891,False,Machine throughput increase drove sustained pressure uplift.
-34127,2024-04-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.254,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-34128,2024-04-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.796,False,Maintenance scheduler deferred calibration due to spare shortage.
-34129,2024-04-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.746,False,Transient outlier matched forklift impact near cabinet wall.
-34130,2024-04-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.329,False,SCADA backfill inserted two delayed telemetry points.
-34131,2024-04-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.975,True,Reliability engineer tagged sample window for model retraining.
-34132,2024-04-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.147,False,Thermal ramp exceeded expected warmup curve before shift start.
-34133,2024-04-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.347,False,Night shift startup produced higher than normal vibration floor.
-34134,2024-04-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.419,False,Press cycle dwell time lengthened during high-volume batch.
-34135,2024-04-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.203,True,Transient outlier matched forklift impact near cabinet wall.
-34136,2024-04-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.584,False,Vibration baseline recovered after tool holder replacement.
-34137,2024-04-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.283,False,Anomaly review flagged possible bearing wear progression.
-34138,2024-04-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.153,False,Quality hold reduced finishing booth activity for one shift.
-34139,2024-04-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.591,True,Dust extraction fan offline for 18 minutes on line finishing.
-34140,2024-04-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.694,False,Pressure settled back to nominal after valve reseat.
-34141,2024-04-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Packaging line stop reduced adjacent vibration background.
-34142,2024-04-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.59,False,Humidity excursion near finishing booth during coating run.
-34143,2024-04-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.568,True,Machine throughput increase drove sustained pressure uplift.
-34144,2024-04-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.129,False,Temperature variance narrowed after coolant nozzle cleaning.
-34145,2024-04-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.475,False,Operator reset acknowledged after red-tag inspection.
-34146,2024-04-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.256,False,Pressure peak corresponds to oversized billet batch processing.
-34147,2024-04-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.135,True,Thermal overshoot event coincided with recipe change on furnace.
-34148,2024-04-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.556,False,Thermal overshoot event coincided with recipe change on furnace.
-34149,2024-04-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.744,False,Warning threshold updated for pilot predictive-maintenance model.
-34150,2024-04-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.428,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34151,2024-04-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.372,True,Condensation warning cleared after dehumidifier ramp-up.
-34152,2024-04-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.066,False,Operator reset acknowledged after red-tag inspection.
-34153,2024-04-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.623,False,Transient outlier matched forklift impact near cabinet wall.
-34154,2024-04-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.272,False,Sensor heartbeat delayed by one interval after gateway retry.
-34155,2024-04-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.476,True,Quality hold reduced finishing booth activity for one shift.
-34156,2024-04-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.356,False,Machine throughput increase drove sustained pressure uplift.
-34157,2024-04-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.637,False,Warning threshold updated for pilot predictive-maintenance model.
-34158,2024-04-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.512,False,Humidity baseline improved after seal replacement.
-34159,2024-04-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.061,True,Machine idle period extended during planned sanitation window.
-34160,2024-04-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.125,False,Vibration burst exceeds envelope during tool change cycle.
-34161,2024-04-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.409,False,Edge collector replayed buffered events after network recovery.
-34162,2024-04-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.589,False,Quality team requested trace review for lot 24-118B.
-34163,2024-04-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.223,True,Temperature variance narrowed after coolant nozzle cleaning.
-34164,2024-04-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.35,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34165,2024-04-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.899,False,Vibration baseline recovered after tool holder replacement.
-34166,2024-04-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.778,False,Transient outlier matched forklift impact near cabinet wall.
-34167,2024-04-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.286,True,Condensation warning cleared after dehumidifier ramp-up.
-34168,2024-04-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.366,False,Short-lived packet loss observed at edge gateway gw-02.
-34169,2024-04-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.279,False,Sensor enclosure opened for manual calibration verification.
-34170,2024-04-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.083,False,Machine idle period extended during planned sanitation window.
-34171,2024-04-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.17,True,Bearing temperature rising faster than baseline on spindle cell.
-34172,2024-04-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.509,False,Press cycle dwell time lengthened during high-volume batch.
-34173,2024-04-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.705,False,Calibration check overdue by 11 days for press-line transducer.
-34174,2024-04-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.124,False,Packaging line stop reduced adjacent vibration background.
-34175,2024-04-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.471,True,Quality team requested trace review for lot 24-118B.
-34176,2024-04-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,26.238,False,Vibration harmonics broadened during extended production run.
-34177,2024-04-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.77,False,Shift handoff note referenced unusual noise near press enclosure.
-34178,2024-04-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.349,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34179,2024-04-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.828,True,Hydraulic line pressure oscillation detected under load.
-34180,2024-04-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.785,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34181,2024-04-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.448,False,Temperature remained elevated during unscheduled overtime run.
-34182,2024-04-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.649,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34183,2024-04-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.782,True,Sensor enclosure opened for manual calibration verification.
-34184,2024-04-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.731,False,Sensor heartbeat delayed by one interval after gateway retry.
-34185,2024-04-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.203,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34186,2024-04-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.358,False,Maintenance scheduler deferred calibration due to spare shortage.
-34187,2024-04-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.79,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-34188,2024-04-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.469,False,Pressure settled back to nominal after valve reseat.
-34189,2024-04-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.718,False,Bearing temperature rising faster than baseline on spindle cell.
-34190,2024-04-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.372,False,Sensor signal clipping observed during startup surge.
-34191,2024-04-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.293,True,Sensor signal clipping observed during startup surge.
-34192,2024-04-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.229,False,Edge collector replayed buffered events after network recovery.
-34193,2024-04-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.364,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34194,2024-04-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.634,False,Calibration check overdue by 11 days for press-line transducer.
-34195,2024-04-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.025,True,Hydraulic line pressure oscillation detected under load.
-34196,2024-04-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.969,False,Pressure peak corresponds to oversized billet batch processing.
-34197,2024-04-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.488,False,Supervisory alert generated after three consecutive threshold breaches.
-34198,2024-04-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.913,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34199,2024-04-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.034,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-34200,2024-04-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.254,False,Thermal overshoot event coincided with recipe change on furnace.
-34201,2024-04-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.935,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34202,2024-04-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.113,False,Sensor battery health remains nominal after firmware update.
-34203,2024-04-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.089,True,Humidity climbed during dock-door open period in afternoon shift.
-34204,2024-04-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.976,False,Air handler maintenance reduced humidity variance on finishing line.
-34205,2024-04-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.704,False,Humidity baseline improved after seal replacement.
-34206,2024-04-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.527,False,Quality hold reduced finishing booth activity for one shift.
-34207,2024-04-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.462,True,Coolant loop adjustment reduced chamber temperature spread.
-34208,2024-04-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,26.948,False,Temperature variance narrowed after coolant nozzle cleaning.
-34209,2024-04-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.423,False,Quality team requested trace review for lot 24-118B.
-34210,2024-04-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.78,False,Humidity readings track seasonal rise across late spring.
-34211,2024-04-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.891,True,Short-lived packet loss observed at edge gateway gw-02.
-34212,2024-04-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.213,False,Temperature variance narrowed after coolant nozzle cleaning.
-34213,2024-04-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.69,False,Air handler maintenance reduced humidity variance on finishing line.
-34214,2024-04-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.996,False,Supervisory alert generated after three consecutive threshold breaches.
-34215,2024-04-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.726,True,Sensor heartbeat delayed by one interval after gateway retry.
-34216,2024-04-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.207,False,Sensor enclosure opened for manual calibration verification.
-34217,2024-04-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.524,False,Sensor heartbeat delayed by one interval after gateway retry.
-34218,2024-04-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.118,False,Condensation warning cleared after dehumidifier ramp-up.
-34219,2024-04-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.956,True,Sensor enclosure opened for manual calibration verification.
-34220,2024-04-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.694,False,Thermal overshoot event coincided with recipe change on furnace.
-34221,2024-04-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.993,False,Shift handoff note referenced unusual noise near press enclosure.
-34222,2024-04-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.856,False,Shift handoff note referenced unusual noise near press enclosure.
-34223,2024-04-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.553,True,Anomaly review flagged possible bearing wear progression.
-34224,2024-04-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.223,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34225,2024-04-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.668,False,Condensation warning cleared after dehumidifier ramp-up.
-34226,2024-04-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.8,False,Sensor enclosure opened for manual calibration verification.
-34227,2024-04-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.175,True,Short-lived packet loss observed at edge gateway gw-02.
-34228,2024-04-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.65,False,Sensor heartbeat delayed by one interval after gateway retry.
-34229,2024-04-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Bearing temperature rising faster than baseline on spindle cell.
-34230,2024-04-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.893,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34231,2024-04-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.886,True,Condensation warning cleared after dehumidifier ramp-up.
-34232,2024-04-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.393,False,Press cycle dwell time lengthened during high-volume batch.
-34233,2024-04-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.487,False,SCADA backfill inserted two delayed telemetry points.
-34234,2024-04-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.0,False,Hydraulic line pressure oscillation detected under load.
-34235,2024-04-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.907,True,Vibration baseline recovered after tool holder replacement.
-34236,2024-04-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.281,False,Supervisory alert generated after three consecutive threshold breaches.
-34237,2024-04-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.58,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34238,2024-04-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.854,False,Vibration baseline recovered after tool holder replacement.
-34239,2024-04-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.274,True,Ambient temperature stabilized after HVAC stage-two engagement.
-34240,2024-04-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.862,False,Quality hold reduced finishing booth activity for one shift.
-34241,2024-04-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.749,False,Coolant loop adjustment reduced chamber temperature spread.
-34242,2024-04-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.088,False,Thermal overshoot event coincided with recipe change on furnace.
-34243,2024-04-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.533,True,Humidity climbed during dock-door open period in afternoon shift.
-34244,2024-04-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.863,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34245,2024-04-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.186,False,Thermal overshoot event coincided with recipe change on furnace.
-34246,2024-04-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.826,False,Vibration harmonics broadened during extended production run.
-34247,2024-04-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.042,True,Pressure settled back to nominal after valve reseat.
-34248,2024-04-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.442,False,Hydraulic line pressure oscillation detected under load.
-34249,2024-04-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.328,False,Humidity baseline improved after seal replacement.
-34250,2024-04-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.941,False,Quality hold reduced finishing booth activity for one shift.
-34251,2024-04-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.828,True,Hydraulic line pressure oscillation detected under load.
-34252,2024-04-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.521,False,Anomaly review flagged possible bearing wear progression.
-34253,2024-04-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.781,False,Quality hold reduced finishing booth activity for one shift.
-34254,2024-04-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.578,False,Transient outlier matched forklift impact near cabinet wall.
-34255,2024-04-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.002,True,Temperature remained elevated during unscheduled overtime run.
-34256,2024-04-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.858,False,SCADA backfill inserted two delayed telemetry points.
-34257,2024-04-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.094,False,Condensation warning cleared after dehumidifier ramp-up.
-34258,2024-04-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.559,False,Vibration baseline recovered after tool holder replacement.
-34259,2024-04-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.325,True,Humidity excursion near finishing booth during coating run.
-34260,2024-04-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.899,False,Machine throughput increase drove sustained pressure uplift.
-34261,2024-04-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.614,False,Quality hold reduced finishing booth activity for one shift.
-34262,2024-04-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.23,False,Press cycle dwell time lengthened during high-volume batch.
-34263,2024-04-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.911,True,Edge collector replayed buffered events after network recovery.
-34264,2024-04-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.565,False,Night shift startup produced higher than normal vibration floor.
-34265,2024-04-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.687,False,Maintenance crew confirmed lubrication interval was missed.
-34266,2024-04-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.195,False,Hydraulic line pressure oscillation detected under load.
-34267,2024-04-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.149,True,Sensor enclosure opened for manual calibration verification.
-34268,2024-04-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.661,False,Humidity baseline improved after seal replacement.
-34269,2024-04-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.318,False,Telemetry quality flag downgraded during sensor self-test window.
-34270,2024-04-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.918,False,Maintenance note logged for coupling imbalance inspection.
-34271,2024-04-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.127,True,Night shift startup produced higher than normal vibration floor.
-34272,2024-04-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.444,False,Telemetry quality flag downgraded during sensor self-test window.
-34273,2024-04-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.522,False,Air handler maintenance reduced humidity variance on finishing line.
-34274,2024-04-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.972,False,Quality hold reduced finishing booth activity for one shift.
-34275,2024-04-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.819,True,Humidity baseline improved after seal replacement.
-34276,2024-04-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.416,False,Reliability engineer tagged sample window for model retraining.
-34277,2024-04-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.972,False,Vibration burst exceeds envelope during tool change cycle.
-34278,2024-04-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.38,False,Operator reported intermittent chatter on machine CNC-04.
-34279,2024-04-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.186,True,Unbalanced load introduced cyclical pressure ripple.
-34280,2024-04-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.556,False,Transient outlier matched forklift impact near cabinet wall.
-34281,2024-04-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.446,False,Vibration burst exceeds envelope during tool change cycle.
-34282,2024-04-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.984,False,Calibration check overdue by 11 days for press-line transducer.
-34283,2024-04-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.686,True,Vibration baseline recovered after tool holder replacement.
-34284,2024-04-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.513,False,Condensation warning cleared after dehumidifier ramp-up.
-34285,2024-04-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.416,False,Temperature variance narrowed after coolant nozzle cleaning.
-34286,2024-04-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.849,False,Telemetry quality flag downgraded during sensor self-test window.
-34287,2024-04-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.006,True,Maintenance note logged for coupling imbalance inspection.
-34288,2024-04-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.312,False,Press cycle dwell time lengthened during high-volume batch.
-34289,2024-04-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.958,False,Calibration check overdue by 11 days for press-line transducer.
-34290,2024-04-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,75.976,False,Humidity readings track seasonal rise across late spring.
-34291,2024-04-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.199,True,Pressure peak corresponds to oversized billet batch processing.
-34292,2024-04-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.087,False,Sensor signal clipping observed during startup surge.
-34293,2024-04-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.044,False,Dust extraction fan offline for 18 minutes on line finishing.
-34294,2024-04-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.892,False,Sensor enclosure opened for manual calibration verification.
-34295,2024-04-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.259,True,Vibration baseline recovered after tool holder replacement.
-34296,2024-04-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.969,False,Humidity baseline improved after seal replacement.
-34297,2024-04-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.936,False,Sensor battery health remains nominal after firmware update.
-34298,2024-04-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,57.714,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34299,2024-04-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.237,True,Condensation warning cleared after dehumidifier ramp-up.
-34300,2024-04-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.289,False,Reliability engineer tagged sample window for model retraining.
-34301,2024-04-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.269,False,Sensor signal clipping observed during startup surge.
-34302,2024-04-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.478,False,Shift handoff note referenced unusual noise near press enclosure.
-34303,2024-04-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.777,True,Press cycle dwell time lengthened during high-volume batch.
-34304,2024-04-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.089,False,Temporary gateway failover completed without data loss.
-34305,2024-04-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.936,False,Vibration baseline recovered after tool holder replacement.
-34306,2024-04-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.434,False,Sensor enclosure opened for manual calibration verification.
-34307,2024-04-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.22,True,Ambient temperature stabilized after HVAC stage-two engagement.
-34308,2024-04-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.264,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34309,2024-04-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.217,False,Calibration check overdue by 11 days for press-line transducer.
-34310,2024-04-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.462,False,Vibration baseline recovered after tool holder replacement.
-34311,2024-04-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.964,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-34312,2024-04-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.013,False,Unbalanced load introduced cyclical pressure ripple.
-34313,2024-04-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.857,False,Operator reset acknowledged after red-tag inspection.
-34314,2024-04-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.328,False,Bearing temperature rising faster than baseline on spindle cell.
-34315,2024-04-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.455,True,Pressure line purge completed before restart authorization.
-34316,2024-04-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.075,False,Humidity climbed during dock-door open period in afternoon shift.
-34317,2024-04-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.708,False,Short-lived packet loss observed at edge gateway gw-02.
-34318,2024-04-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.641,False,Sensor heartbeat delayed by one interval after gateway retry.
-34319,2024-04-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.606,True,Pressure peak corresponds to oversized billet batch processing.
-34320,2024-04-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.436,False,Shift handoff note referenced unusual noise near press enclosure.
-34321,2024-04-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.499,False,Sensor signal clipping observed during startup surge.
-34322,2024-04-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.692,False,Pressure peak corresponds to oversized billet batch processing.
-34323,2024-04-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.778,True,Compressed air fluctuation introduced pressure noise for two cycles.
-34324,2024-04-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.943,False,Humidity baseline improved after seal replacement.
-34325,2024-04-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.946,False,Humidity baseline improved after seal replacement.
-34326,2024-04-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.276,False,Vibration baseline recovered after tool holder replacement.
-34327,2024-04-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.377,True,Sensor 3 drift suspected after cross-check with manual gauge.
-34328,2024-04-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.977,False,Quality hold reduced finishing booth activity for one shift.
-34329,2024-04-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.276,False,Coolant loop adjustment reduced chamber temperature spread.
-34330,2024-04-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.421,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34331,2024-04-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.336,True,Humidity readings track seasonal rise across late spring.
-34332,2024-04-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.379,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34333,2024-04-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.066,False,Machine idle period extended during planned sanitation window.
-34334,2024-04-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.825,False,Quality hold reduced finishing booth activity for one shift.
-34335,2024-04-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,10.551,True,Maintenance note logged for coupling imbalance inspection.
-34336,2024-04-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.246,False,Hydraulic line pressure oscillation detected under load.
-34337,2024-04-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.12,False,Warning threshold updated for pilot predictive-maintenance model.
-34338,2024-04-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.328,False,Condensation warning cleared after dehumidifier ramp-up.
-34339,2024-04-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.302,True,SCADA backfill inserted two delayed telemetry points.
-34340,2024-04-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.528,False,Dust extraction fan offline for 18 minutes on line finishing.
-34341,2024-04-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.077,False,Quality hold reduced finishing booth activity for one shift.
-34342,2024-04-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.15,False,Pressure line purge completed before restart authorization.
-34343,2024-04-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,9.884,True,Packaging line stop reduced adjacent vibration background.
-34344,2024-04-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,55.339,False,Supervisory alert generated after three consecutive threshold breaches.
-34345,2024-04-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.186,False,Dust extraction fan offline for 18 minutes on line finishing.
-34346,2024-04-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.769,False,Maintenance scheduler deferred calibration due to spare shortage.
-34347,2024-04-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.179,True,Press cycle dwell time lengthened during high-volume batch.
-34348,2024-04-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.871,False,Pressure peak corresponds to oversized billet batch processing.
-34349,2024-04-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.91,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34350,2024-04-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.286,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34351,2024-04-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.706,True,Edge collector replayed buffered events after network recovery.
-34352,2024-04-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.296,False,Press cycle dwell time lengthened during high-volume batch.
-34353,2024-04-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.425,False,Reliability engineer tagged sample window for model retraining.
-34354,2024-04-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.736,False,Quality team requested trace review for lot 24-118B.
-34355,2024-04-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.294,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-34356,2024-04-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.632,False,Vibration baseline recovered after tool holder replacement.
-34357,2024-04-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.026,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34358,2024-04-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.963,False,Thermal overshoot event coincided with recipe change on furnace.
-34359,2024-04-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.401,True,Operator reset acknowledged after red-tag inspection.
-34360,2024-04-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.315,False,Thermal overshoot event coincided with recipe change on furnace.
-34361,2024-04-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.357,False,Sensor signal clipping observed during startup surge.
-34362,2024-04-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.018,False,Sensor enclosure opened for manual calibration verification.
-34363,2024-04-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,10.984,True,Thermal ramp exceeded expected warmup curve before shift start.
-34364,2024-04-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.172,False,Anomaly review flagged possible bearing wear progression.
-34365,2024-04-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.596,False,Vibration burst exceeds envelope during tool change cycle.
-34366,2024-04-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.846,False,Temperature remained elevated during unscheduled overtime run.
-34367,2024-04-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.612,True,Reliability engineer tagged sample window for model retraining.
-34368,2024-04-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.506,False,Machine throughput increase drove sustained pressure uplift.
-34369,2024-04-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.988,False,Coolant loop adjustment reduced chamber temperature spread.
-34370,2024-04-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.402,False,Shift handoff note referenced unusual noise near press enclosure.
-34371,2024-04-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.971,True,Quality team requested trace review for lot 24-118B.
-34372,2024-04-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.467,False,Short-lived packet loss observed at edge gateway gw-02.
-34373,2024-04-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Press cycle dwell time lengthened during high-volume batch.
-34374,2024-04-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.723,False,Packaging line stop reduced adjacent vibration background.
-34375,2024-04-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.263,True,Quality team requested trace review for lot 24-118B.
-34376,2024-04-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.211,False,Edge collector replayed buffered events after network recovery.
-34377,2024-04-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.633,False,Warning threshold updated for pilot predictive-maintenance model.
-34378,2024-04-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.586,False,Anomaly review flagged possible bearing wear progression.
-34379,2024-04-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.394,True,Warning threshold updated for pilot predictive-maintenance model.
-34380,2024-04-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.077,False,Hydraulic line pressure oscillation detected under load.
-34381,2024-04-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.307,False,Packaging line stop reduced adjacent vibration background.
-34382,2024-04-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.037,False,Pressure peak corresponds to oversized billet batch processing.
-34383,2024-04-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.17,True,Operator reported intermittent chatter on machine CNC-04.
-34384,2024-04-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.392,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34385,2024-04-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.725,False,Night shift startup produced higher than normal vibration floor.
-34386,2024-04-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.161,False,Edge collector replayed buffered events after network recovery.
-34387,2024-04-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.931,True,Calibration check overdue by 11 days for press-line transducer.
-34388,2024-04-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.938,False,Sensor signal clipping observed during startup surge.
-34389,2024-04-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.354,False,Unbalanced load introduced cyclical pressure ripple.
-34390,2024-04-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.231,False,Machine idle period extended during planned sanitation window.
-34391,2024-04-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.106,True,Quality team requested trace review for lot 24-118B.
-34392,2024-04-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.318,False,Quality team requested trace review for lot 24-118B.
-34393,2024-04-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.957,False,Night shift startup produced higher than normal vibration floor.
-34394,2024-04-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.544,False,Sensor battery health remains nominal after firmware update.
-34395,2024-04-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.911,True,Humidity climbed during dock-door open period in afternoon shift.
-34396,2024-04-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.786,False,Air handler maintenance reduced humidity variance on finishing line.
-34397,2024-04-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.598,False,Transient outlier matched forklift impact near cabinet wall.
-34398,2024-04-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.611,False,Dust extraction fan offline for 18 minutes on line finishing.
-34399,2024-04-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.588,True,Pressure settled back to nominal after valve reseat.
-34400,2024-04-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.618,False,Pressure peak corresponds to oversized billet batch processing.
-34401,2024-04-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34402,2024-04-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.795,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34403,2024-04-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.617,True,Temperature remained elevated during unscheduled overtime run.
-34404,2024-04-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.381,False,Humidity baseline improved after seal replacement.
-34405,2024-04-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.395,False,Dust extraction fan offline for 18 minutes on line finishing.
-34406,2024-04-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.187,False,Packaging line stop reduced adjacent vibration background.
-34407,2024-04-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.914,True,Quality team requested trace review for lot 24-118B.
-34408,2024-04-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.411,False,Sensor heartbeat delayed by one interval after gateway retry.
-34409,2024-04-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.559,False,Operator reported intermittent chatter on machine CNC-04.
-34410,2024-04-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.291,False,Sensor battery health remains nominal after firmware update.
-34411,2024-04-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.517,True,Dust extraction fan offline for 18 minutes on line finishing.
-34412,2024-04-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.598,False,Supervisory alert generated after three consecutive threshold breaches.
-34413,2024-04-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.844,False,Warning threshold updated for pilot predictive-maintenance model.
-34414,2024-04-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.794,False,Maintenance note logged for coupling imbalance inspection.
-34415,2024-04-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.258,True,Coolant loop adjustment reduced chamber temperature spread.
-34416,2024-04-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.611,False,Condensation warning cleared after dehumidifier ramp-up.
-34417,2024-04-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.398,False,Short-lived packet loss observed at edge gateway gw-02.
-34418,2024-04-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.489,False,Bearing temperature rising faster than baseline on spindle cell.
-34419,2024-04-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.763,True,Telemetry quality flag downgraded during sensor self-test window.
-34420,2024-04-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.166,False,Sensor enclosure opened for manual calibration verification.
-34421,2024-04-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.955,False,Edge collector replayed buffered events after network recovery.
-34422,2024-04-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.132,False,Edge collector replayed buffered events after network recovery.
-34423,2024-04-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.374,True,Bearing temperature rising faster than baseline on spindle cell.
-34424,2024-04-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.941,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34425,2024-04-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.556,False,Thermal overshoot event coincided with recipe change on furnace.
-34426,2024-04-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.855,False,Thermal overshoot event coincided with recipe change on furnace.
-34427,2024-04-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.223,True,Heat-treat furnace door cycling increased localized temperature spikes.
-34428,2024-04-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.641,False,Humidity excursion near finishing booth during coating run.
-34429,2024-04-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.654,False,Night shift startup produced higher than normal vibration floor.
-34430,2024-04-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.226,False,Maintenance crew confirmed lubrication interval was missed.
-34431,2024-04-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,9.156,True,Sensor 3 drift suspected after cross-check with manual gauge.
-34432,2024-04-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.944,False,Vibration harmonics broadened during extended production run.
-34433,2024-04-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.809,False,Pressure line purge completed before restart authorization.
-34434,2024-04-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.891,False,Maintenance scheduler deferred calibration due to spare shortage.
-34435,2024-04-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.948,True,Thermal ramp exceeded expected warmup curve before shift start.
-34436,2024-04-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.368,False,Sensor enclosure opened for manual calibration verification.
-34437,2024-04-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Supervisory alert generated after three consecutive threshold breaches.
-34438,2024-04-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.74,False,Maintenance note logged for coupling imbalance inspection.
-34439,2024-04-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.281,True,Pressure line purge completed before restart authorization.
-34440,2024-04-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.648,False,Air handler maintenance reduced humidity variance on finishing line.
-34441,2024-04-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.176,False,Machine throughput increase drove sustained pressure uplift.
-34442,2024-04-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.418,False,Dust extraction fan offline for 18 minutes on line finishing.
-34443,2024-04-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.905,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-34444,2024-04-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.391,False,Humidity climbed during dock-door open period in afternoon shift.
-34445,2024-04-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Sensor signal clipping observed during startup surge.
-34446,2024-04-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.321,False,Calibration check overdue by 11 days for press-line transducer.
-34447,2024-04-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,critical,10.118,True,Air handler maintenance reduced humidity variance on finishing line.
-34448,2024-04-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.458,False,Sensor signal clipping observed during startup surge.
-34449,2024-04-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.493,False,Quality team requested trace review for lot 24-118B.
-34450,2024-04-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.706,False,Air handler maintenance reduced humidity variance on finishing line.
-34451,2024-04-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.075,True,Night shift startup produced higher than normal vibration floor.
-34452,2024-04-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.787,False,Edge collector replayed buffered events after network recovery.
-34453,2024-04-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.767,False,Condensation warning cleared after dehumidifier ramp-up.
-34454,2024-04-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.78,False,Operator reset acknowledged after red-tag inspection.
-34455,2024-04-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.405,True,Humidity excursion near finishing booth during coating run.
-34456,2024-04-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.619,False,Operator reported intermittent chatter on machine CNC-04.
-34457,2024-04-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.035,False,Calibration check overdue by 11 days for press-line transducer.
-34458,2024-04-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.123,False,Unbalanced load introduced cyclical pressure ripple.
-34459,2024-04-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,critical,9.812,True,Humidity readings track seasonal rise across late spring.
-34460,2024-04-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.224,False,Reliability engineer tagged sample window for model retraining.
-34461,2024-04-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.678,False,Humidity climbed during dock-door open period in afternoon shift.
-34462,2024-04-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.418,False,Operator reset acknowledged after red-tag inspection.
-34463,2024-04-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.557,True,Pressure settled back to nominal after valve reseat.
-34464,2024-04-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.32,False,Night shift startup produced higher than normal vibration floor.
-34465,2024-04-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.206,False,Night shift startup produced higher than normal vibration floor.
-34466,2024-04-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.93,False,Sensor battery health remains nominal after firmware update.
-34467,2024-04-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.018,True,Vibration baseline recovered after tool holder replacement.
-34468,2024-04-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.353,False,Maintenance crew confirmed lubrication interval was missed.
-34469,2024-04-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.437,False,Pressure settled back to nominal after valve reseat.
-34470,2024-04-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.014,False,Hydraulic line pressure oscillation detected under load.
-34471,2024-04-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.552,True,Shift handoff note referenced unusual noise near press enclosure.
-34472,2024-04-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.242,False,Machine throughput increase drove sustained pressure uplift.
-34473,2024-04-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34474,2024-04-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.405,False,Telemetry quality flag downgraded during sensor self-test window.
-34475,2024-04-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.233,True,Vibration baseline recovered after tool holder replacement.
-34476,2024-04-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.391,False,Night shift startup produced higher than normal vibration floor.
-34477,2024-04-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.7,False,Thermal overshoot event coincided with recipe change on furnace.
-34478,2024-04-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.598,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34479,2024-04-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.965,True,Humidity climbed during dock-door open period in afternoon shift.
-34480,2024-04-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.136,False,Machine throughput increase drove sustained pressure uplift.
-34481,2024-04-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Packaging line stop reduced adjacent vibration background.
-34482,2024-04-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.175,False,Edge collector replayed buffered events after network recovery.
-34483,2024-04-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.161,True,Anomaly review flagged possible bearing wear progression.
-34484,2024-04-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.59,False,Bearing temperature rising faster than baseline on spindle cell.
-34485,2024-04-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.471,False,Night shift startup produced higher than normal vibration floor.
-34486,2024-04-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.528,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34487,2024-04-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.346,True,SCADA backfill inserted two delayed telemetry points.
-34488,2024-04-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.686,False,Pressure line purge completed before restart authorization.
-34489,2024-04-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.968,False,Maintenance note logged for coupling imbalance inspection.
-34490,2024-04-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.86,False,Packaging line stop reduced adjacent vibration background.
-34491,2024-04-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.07,True,Heat-treat furnace door cycling increased localized temperature spikes.
-34492,2024-04-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.429,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34493,2024-04-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.264,False,SCADA backfill inserted two delayed telemetry points.
-34494,2024-04-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.21,False,Humidity climbed during dock-door open period in afternoon shift.
-34495,2024-04-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.554,True,Telemetry quality flag downgraded during sensor self-test window.
-34496,2024-04-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.129,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34497,2024-04-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34498,2024-04-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.308,False,Warning threshold updated for pilot predictive-maintenance model.
-34499,2024-04-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.591,True,Air handler maintenance reduced humidity variance on finishing line.
-34500,2024-04-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.258,False,Quality hold reduced finishing booth activity for one shift.
-34501,2024-04-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.975,False,Quality hold reduced finishing booth activity for one shift.
-34502,2024-04-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.421,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34503,2024-04-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.556,True,Press cycle dwell time lengthened during high-volume batch.
-34504,2024-04-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.545,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34505,2024-04-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.332,False,Quality team requested trace review for lot 24-118B.
-34506,2024-04-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.884,False,Short-lived packet loss observed at edge gateway gw-02.
-34507,2024-04-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.382,True,Humidity excursion near finishing booth during coating run.
-34508,2024-04-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.911,False,Press cycle dwell time lengthened during high-volume batch.
-34509,2024-04-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.35,False,Humidity readings track seasonal rise across late spring.
-34510,2024-04-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.712,False,Pressure peak corresponds to oversized billet batch processing.
-34511,2024-04-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.28,True,Maintenance crew confirmed lubrication interval was missed.
-34512,2024-04-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.716,False,Temporary gateway failover completed without data loss.
-34513,2024-04-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.366,False,Maintenance scheduler deferred calibration due to spare shortage.
-34514,2024-04-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.475,False,Press cycle dwell time lengthened during high-volume batch.
-34515,2024-04-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.907,True,Pressure peak corresponds to oversized billet batch processing.
-34516,2024-04-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.435,False,Press cycle dwell time lengthened during high-volume batch.
-34517,2024-04-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.186,False,Maintenance scheduler deferred calibration due to spare shortage.
-34518,2024-04-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.621,False,Sensor signal clipping observed during startup surge.
-34519,2024-04-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.303,True,Humidity baseline improved after seal replacement.
-34520,2024-04-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.1,False,Operator reset acknowledged after red-tag inspection.
-34521,2024-04-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.217,False,Transient outlier matched forklift impact near cabinet wall.
-34522,2024-04-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.093,False,Press cycle dwell time lengthened during high-volume batch.
-34523,2024-04-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.152,True,Temporary gateway failover completed without data loss.
-34524,2024-04-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.721,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34525,2024-04-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.113,False,Pressure peak corresponds to oversized billet batch processing.
-34526,2024-04-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.653,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34527,2024-04-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.581,True,Ambient temperature stabilized after HVAC stage-two engagement.
-34528,2024-04-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,31.483,False,Supervisory alert generated after three consecutive threshold breaches.
-34529,2024-04-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.016,False,Transient outlier matched forklift impact near cabinet wall.
-34530,2024-04-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,83.833,False,Thermal overshoot event coincided with recipe change on furnace.
-34531,2024-04-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.118,True,Edge collector replayed buffered events after network recovery.
-34532,2024-04-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.759,False,Short-lived packet loss observed at edge gateway gw-02.
-34533,2024-04-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.049,False,Sensor heartbeat delayed by one interval after gateway retry.
-34534,2024-04-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.438,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34535,2024-04-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.971,True,Humidity excursion near finishing booth during coating run.
-34536,2024-04-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.681,False,Humidity readings track seasonal rise across late spring.
-34537,2024-04-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.281,False,Maintenance scheduler deferred calibration due to spare shortage.
-34538,2024-04-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.129,False,Temperature variance narrowed after coolant nozzle cleaning.
-34539,2024-04-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.836,True,Machine idle period extended during planned sanitation window.
-34540,2024-04-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.93,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34541,2024-04-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.301,False,Night shift startup produced higher than normal vibration floor.
-34542,2024-04-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.141,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34543,2024-04-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.676,True,Maintenance crew confirmed lubrication interval was missed.
-34544,2024-04-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.443,False,Anomaly review flagged possible bearing wear progression.
-34545,2024-04-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.927,False,Packaging line stop reduced adjacent vibration background.
-34546,2024-04-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.817,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34547,2024-04-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.755,True,Dust extraction fan offline for 18 minutes on line finishing.
-34548,2024-04-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.292,False,Warning threshold updated for pilot predictive-maintenance model.
-34549,2024-04-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Warning threshold updated for pilot predictive-maintenance model.
-34550,2024-04-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.764,False,Humidity readings track seasonal rise across late spring.
-34551,2024-04-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.289,True,Sensor signal clipping observed during startup surge.
-34552,2024-04-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.673,False,Temporary gateway failover completed without data loss.
-34553,2024-04-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.991,False,Supervisory alert generated after three consecutive threshold breaches.
-34554,2024-04-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.058,False,Sensor heartbeat delayed by one interval after gateway retry.
-34555,2024-04-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.898,True,Temperature variance narrowed after coolant nozzle cleaning.
-34556,2024-04-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.518,False,Vibration baseline recovered after tool holder replacement.
-34557,2024-04-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.108,False,Machine throughput increase drove sustained pressure uplift.
-34558,2024-04-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.78,False,Pressure line purge completed before restart authorization.
-34559,2024-04-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,10.065,True,Supervisory alert generated after three consecutive threshold breaches.
-34560,2024-04-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,52.158,False,Coolant loop adjustment reduced chamber temperature spread.
-34561,2024-04-30 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.926,False,Sensor battery health remains nominal after firmware update.
-34562,2024-04-30 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,53.801,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34563,2024-04-30 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.949,False,Hydraulic line pressure oscillation detected under load.
-34564,2024-04-30 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.934,False,Maintenance note logged for coupling imbalance inspection.
-34565,2024-04-30 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.148,False,Air handler maintenance reduced humidity variance on finishing line.
-34566,2024-04-30 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.74,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34567,2024-04-30 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.974,False,Anomaly review flagged possible bearing wear progression.
-34568,2024-04-30 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.759,False,Humidity baseline improved after seal replacement.
-34569,2024-04-30 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.411,False,Press cycle dwell time lengthened during high-volume batch.
-34570,2024-04-30 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.329,False,Condensation warning cleared after dehumidifier ramp-up.
-34571,2024-04-30 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.884,False,Telemetry quality flag downgraded during sensor self-test window.
-34572,2024-04-30 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.946,False,SCADA backfill inserted two delayed telemetry points.
-34573,2024-04-30 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.166,False,Quality hold reduced finishing booth activity for one shift.
-34574,2024-04-30 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.435,False,Sensor battery health remains nominal after firmware update.
-34575,2024-04-30 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.85,False,Telemetry quality flag downgraded during sensor self-test window.
-34576,2024-04-30 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.407,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34577,2024-04-30 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.601,False,Vibration baseline recovered after tool holder replacement.
-34578,2024-04-30 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.412,False,Air handler maintenance reduced humidity variance on finishing line.
-34579,2024-04-30 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.643,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34580,2024-04-30 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.471,False,Press cycle dwell time lengthened during high-volume batch.
-34581,2024-04-30 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Vibration burst exceeds envelope during tool change cycle.
-34582,2024-04-30 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.821,False,Calibration check overdue by 11 days for press-line transducer.
-34583,2024-04-30 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Edge collector replayed buffered events after network recovery.
-34584,2024-04-30 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.478,False,Quality hold reduced finishing booth activity for one shift.
-34585,2024-04-30 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.487,False,Pressure settled back to nominal after valve reseat.
-34586,2024-04-30 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.272,False,Warning threshold updated for pilot predictive-maintenance model.
-34587,2024-04-30 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.147,False,Maintenance note logged for coupling imbalance inspection.
-34588,2024-04-30 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.774,False,Pressure peak corresponds to oversized billet batch processing.
-34589,2024-04-30 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.099,False,Supervisory alert generated after three consecutive threshold breaches.
-34590,2024-04-30 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.435,False,Night shift startup produced higher than normal vibration floor.
-34591,2024-04-30 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Humidity excursion near finishing booth during coating run.
-34592,2024-04-30 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.315,False,Thermal ramp exceeded expected warmup curve before shift start.
-34593,2024-04-30 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.069,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34594,2024-04-30 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.781,False,Warning threshold updated for pilot predictive-maintenance model.
-34595,2024-04-30 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Supervisory alert generated after three consecutive threshold breaches.
-34596,2024-04-30 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.05,False,Pressure peak corresponds to oversized billet batch processing.
-34597,2024-04-30 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.856,False,Temperature variance narrowed after coolant nozzle cleaning.
-34598,2024-04-30 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.668,False,Thermal overshoot event coincided with recipe change on furnace.
-34599,2024-04-30 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Humidity baseline improved after seal replacement.
-34600,2024-04-30 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.1,False,Transient outlier matched forklift impact near cabinet wall.
-34601,2024-04-30 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.939,False,Temperature remained elevated during unscheduled overtime run.
-34602,2024-04-30 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,57.166,False,Quality team requested trace review for lot 24-118B.
-34603,2024-04-30 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.817,False,Calibration check overdue by 11 days for press-line transducer.
-34604,2024-04-30 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.36,False,Press cycle dwell time lengthened during high-volume batch.
-34605,2024-04-30 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.796,False,Air handler maintenance reduced humidity variance on finishing line.
-34606,2024-04-30 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.305,False,Thermal overshoot event coincided with recipe change on furnace.
-34607,2024-04-30 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.708,False,Pressure line purge completed before restart authorization.
-34608,2024-04-30 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.285,False,Supervisory alert generated after three consecutive threshold breaches.
-34609,2024-04-30 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.768,False,Anomaly review flagged possible bearing wear progression.
-34610,2024-04-30 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.051,False,Operator reported intermittent chatter on machine CNC-04.
-34611,2024-04-30 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.552,False,Dust extraction fan offline for 18 minutes on line finishing.
-34612,2024-04-30 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.365,False,Temperature remained elevated during unscheduled overtime run.
-34613,2024-04-30 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.732,False,Condensation warning cleared after dehumidifier ramp-up.
-34614,2024-04-30 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.297,False,Edge collector replayed buffered events after network recovery.
-34615,2024-04-30 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.37,False,Short-lived packet loss observed at edge gateway gw-02.
-34616,2024-04-30 04:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,35.998,False,Quality team requested trace review for lot 24-118B.
-34617,2024-04-30 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.53,False,Sensor battery health remains nominal after firmware update.
-34618,2024-04-30 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.305,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34619,2024-04-30 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Hydraulic line pressure oscillation detected under load.
-34620,2024-04-30 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.82,False,Supervisory alert generated after three consecutive threshold breaches.
-34621,2024-04-30 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.428,False,Sensor heartbeat delayed by one interval after gateway retry.
-34622,2024-04-30 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.653,False,Humidity excursion near finishing booth during coating run.
-34623,2024-04-30 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.003,False,Night shift startup produced higher than normal vibration floor.
-34624,2024-04-30 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.395,False,Vibration baseline recovered after tool holder replacement.
-34625,2024-04-30 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.763,False,Press cycle dwell time lengthened during high-volume batch.
-34626,2024-04-30 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.672,False,Humidity excursion near finishing booth during coating run.
-34627,2024-04-30 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.032,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34628,2024-04-30 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.192,False,Short-lived packet loss observed at edge gateway gw-02.
-34629,2024-04-30 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.891,False,Maintenance note logged for coupling imbalance inspection.
-34630,2024-04-30 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.846,False,Machine idle period extended during planned sanitation window.
-34631,2024-04-30 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.033,False,Quality hold reduced finishing booth activity for one shift.
-34632,2024-04-30 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.405,False,Maintenance note logged for coupling imbalance inspection.
-34633,2024-04-30 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.928,False,Operator reset acknowledged after red-tag inspection.
-34634,2024-04-30 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.492,False,Maintenance note logged for coupling imbalance inspection.
-34635,2024-04-30 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.049,False,Humidity readings track seasonal rise across late spring.
-34636,2024-04-30 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.272,False,Maintenance scheduler deferred calibration due to spare shortage.
-34637,2024-04-30 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.533,False,Night shift startup produced higher than normal vibration floor.
-34638,2024-04-30 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.555,False,Air handler maintenance reduced humidity variance on finishing line.
-34639,2024-04-30 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.264,False,Condensation warning cleared after dehumidifier ramp-up.
-34640,2024-04-30 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.157,False,Quality hold reduced finishing booth activity for one shift.
-34641,2024-04-30 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.3,False,Bearing temperature rising faster than baseline on spindle cell.
-34642,2024-04-30 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.338,False,Vibration burst exceeds envelope during tool change cycle.
-34643,2024-04-30 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.175,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34644,2024-04-30 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.408,False,Calibration check overdue by 11 days for press-line transducer.
-34645,2024-04-30 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.088,False,Vibration harmonics broadened during extended production run.
-34646,2024-04-30 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.582,False,Pressure settled back to nominal after valve reseat.
-34647,2024-04-30 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.308,False,Warning threshold updated for pilot predictive-maintenance model.
-34648,2024-04-30 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.917,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34649,2024-04-30 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.215,False,Condensation warning cleared after dehumidifier ramp-up.
-34650,2024-04-30 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.116,False,Humidity excursion near finishing booth during coating run.
-34651,2024-04-30 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.928,False,Calibration check overdue by 11 days for press-line transducer.
-34652,2024-04-30 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.771,False,Humidity excursion near finishing booth during coating run.
-34653,2024-04-30 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.167,False,Bearing temperature rising faster than baseline on spindle cell.
-34654,2024-04-30 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.344,False,Sensor battery health remains nominal after firmware update.
-34655,2024-04-30 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.454,False,Edge collector replayed buffered events after network recovery.
-34656,2024-04-30 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.861,False,Telemetry quality flag downgraded during sensor self-test window.
-34657,2024-04-30 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.886,False,Edge collector replayed buffered events after network recovery.
-34658,2024-04-30 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.484,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34659,2024-04-30 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.134,False,Shift handoff note referenced unusual noise near press enclosure.
-34660,2024-04-30 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.917,False,Packaging line stop reduced adjacent vibration background.
-34661,2024-04-30 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.777,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34662,2024-04-30 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.434,False,Hydraulic line pressure oscillation detected under load.
-34663,2024-04-30 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.729,False,Packaging line stop reduced adjacent vibration background.
-34664,2024-04-30 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.536,False,Humidity readings track seasonal rise across late spring.
-34665,2024-04-30 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.252,False,Telemetry quality flag downgraded during sensor self-test window.
-34666,2024-04-30 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.621,False,Thermal overshoot event coincided with recipe change on furnace.
-34667,2024-04-30 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.548,False,Supervisory alert generated after three consecutive threshold breaches.
-34668,2024-04-30 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.971,False,Temporary gateway failover completed without data loss.
-34669,2024-04-30 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.432,False,Machine idle period extended during planned sanitation window.
-34670,2024-04-30 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.835,False,Machine throughput increase drove sustained pressure uplift.
-34671,2024-04-30 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.147,False,Temperature remained elevated during unscheduled overtime run.
-34672,2024-04-30 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.176,False,Humidity climbed during dock-door open period in afternoon shift.
-34673,2024-04-30 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.911,False,SCADA backfill inserted two delayed telemetry points.
-34674,2024-04-30 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.536,False,Humidity excursion near finishing booth during coating run.
-34675,2024-04-30 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.825,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34676,2024-04-30 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.748,False,Bearing temperature rising faster than baseline on spindle cell.
-34677,2024-04-30 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.437,False,Anomaly review flagged possible bearing wear progression.
-34678,2024-04-30 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.696,False,Sensor heartbeat delayed by one interval after gateway retry.
-34679,2024-04-30 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.88,False,Machine throughput increase drove sustained pressure uplift.
-34680,2024-04-30 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.745,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34681,2024-04-30 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Edge collector replayed buffered events after network recovery.
-34682,2024-04-30 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.263,False,Quality hold reduced finishing booth activity for one shift.
-34683,2024-04-30 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.7,False,Operator reported intermittent chatter on machine CNC-04.
-34684,2024-04-30 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.016,False,Unbalanced load introduced cyclical pressure ripple.
-34685,2024-04-30 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.838,False,Night shift startup produced higher than normal vibration floor.
-34686,2024-04-30 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.904,False,Vibration burst exceeds envelope during tool change cycle.
-34687,2024-04-30 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.5,False,Press cycle dwell time lengthened during high-volume batch.
-34688,2024-04-30 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.636,False,Pressure line purge completed before restart authorization.
-34689,2024-04-30 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.693,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34690,2024-04-30 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.861,False,Packaging line stop reduced adjacent vibration background.
-34691,2024-04-30 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Humidity baseline improved after seal replacement.
-34692,2024-04-30 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.536,False,Calibration check overdue by 11 days for press-line transducer.
-34693,2024-04-30 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.366,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34694,2024-04-30 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.43,False,Air handler maintenance reduced humidity variance on finishing line.
-34695,2024-04-30 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.114,False,Thermal overshoot event coincided with recipe change on furnace.
-34696,2024-04-30 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.171,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34697,2024-04-30 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Sensor heartbeat delayed by one interval after gateway retry.
-34698,2024-04-30 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.765,False,Calibration check overdue by 11 days for press-line transducer.
-34699,2024-04-30 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.053,False,Calibration check overdue by 11 days for press-line transducer.
-34700,2024-04-30 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.28,False,Machine idle period extended during planned sanitation window.
-34701,2024-04-30 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.94,False,Supervisory alert generated after three consecutive threshold breaches.
-34702,2024-04-30 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.35,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34703,2024-04-30 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.956,False,Dust extraction fan offline for 18 minutes on line finishing.
-34704,2024-04-30 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.529,False,Bearing temperature rising faster than baseline on spindle cell.
-34705,2024-04-30 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.461,False,Press cycle dwell time lengthened during high-volume batch.
-34706,2024-04-30 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.294,False,Sensor battery health remains nominal after firmware update.
-34707,2024-04-30 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.348,False,Maintenance note logged for coupling imbalance inspection.
-34708,2024-04-30 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.491,False,Night shift startup produced higher than normal vibration floor.
-34709,2024-04-30 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.657,False,Pressure peak corresponds to oversized billet batch processing.
-34710,2024-04-30 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.786,False,Vibration burst exceeds envelope during tool change cycle.
-34711,2024-04-30 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.746,False,Dust extraction fan offline for 18 minutes on line finishing.
-34712,2024-04-30 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.841,False,Calibration check overdue by 11 days for press-line transducer.
-34713,2024-04-30 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.19,False,Maintenance scheduler deferred calibration due to spare shortage.
-34714,2024-04-30 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.06,False,Short-lived packet loss observed at edge gateway gw-02.
-34715,2024-04-30 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.924,False,Vibration baseline recovered after tool holder replacement.
-34716,2024-04-30 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.18,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34717,2024-04-30 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.708,False,Temperature remained elevated during unscheduled overtime run.
-34718,2024-04-30 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.23,False,Transient outlier matched forklift impact near cabinet wall.
-34719,2024-04-30 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.403,False,Sensor enclosure opened for manual calibration verification.
-34720,2024-04-30 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.475,False,Humidity baseline improved after seal replacement.
-34721,2024-04-30 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.766,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34722,2024-04-30 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.114,False,Unbalanced load introduced cyclical pressure ripple.
-34723,2024-04-30 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.279,False,Sensor signal clipping observed during startup surge.
-34724,2024-04-30 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.999,False,Pressure line purge completed before restart authorization.
-34725,2024-04-30 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.041,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34726,2024-04-30 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.29,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34727,2024-04-30 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.872,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34728,2024-04-30 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.176,False,Humidity excursion near finishing booth during coating run.
-34729,2024-04-30 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.777,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34730,2024-04-30 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.929,False,Bearing temperature rising faster than baseline on spindle cell.
-34731,2024-04-30 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.52,False,Pressure line purge completed before restart authorization.
-34732,2024-04-30 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.279,False,Dust extraction fan offline for 18 minutes on line finishing.
-34733,2024-04-30 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.178,False,Thermal overshoot event coincided with recipe change on furnace.
-34734,2024-04-30 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.398,False,Calibration check overdue by 11 days for press-line transducer.
-34735,2024-04-30 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.487,False,Thermal ramp exceeded expected warmup curve before shift start.
-34736,2024-04-30 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.053,False,Vibration baseline recovered after tool holder replacement.
-34737,2024-04-30 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.344,False,Transient outlier matched forklift impact near cabinet wall.
-34738,2024-04-30 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.906,False,Temperature remained elevated during unscheduled overtime run.
-34739,2024-04-30 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.105,False,Pressure line purge completed before restart authorization.
-34740,2024-04-30 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.869,False,Telemetry quality flag downgraded during sensor self-test window.
-34741,2024-04-30 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Pressure peak corresponds to oversized billet batch processing.
-34742,2024-04-30 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.124,False,Warning threshold updated for pilot predictive-maintenance model.
-34743,2024-04-30 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.33,False,Vibration baseline recovered after tool holder replacement.
-34744,2024-04-30 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.292,False,Dust extraction fan offline for 18 minutes on line finishing.
-34745,2024-04-30 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.758,False,Pressure peak corresponds to oversized billet batch processing.
-34746,2024-04-30 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.943,False,Warning threshold updated for pilot predictive-maintenance model.
-34747,2024-04-30 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.896,False,Supervisory alert generated after three consecutive threshold breaches.
-34748,2024-04-30 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.007,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34749,2024-04-30 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.537,False,Coolant loop adjustment reduced chamber temperature spread.
-34750,2024-04-30 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.795,False,Thermal overshoot event coincided with recipe change on furnace.
-34751,2024-04-30 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.647,False,Humidity climbed during dock-door open period in afternoon shift.
-34752,2024-04-30 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.575,False,Quality team requested trace review for lot 24-118B.
-34753,2024-04-30 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.831,False,Packaging line stop reduced adjacent vibration background.
-34754,2024-04-30 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.2,False,Unbalanced load introduced cyclical pressure ripple.
-34755,2024-04-30 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.459,False,Quality hold reduced finishing booth activity for one shift.
-34756,2024-04-30 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.927,False,Machine idle period extended during planned sanitation window.
-34757,2024-04-30 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.066,False,Sensor battery health remains nominal after firmware update.
-34758,2024-04-30 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.022,False,Vibration burst exceeds envelope during tool change cycle.
-34759,2024-04-30 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.547,False,Operator reset acknowledged after red-tag inspection.
-34760,2024-04-30 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.2,False,Machine throughput increase drove sustained pressure uplift.
-34761,2024-04-30 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Machine idle period extended during planned sanitation window.
-34762,2024-04-30 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.483,False,Quality team requested trace review for lot 24-118B.
-34763,2024-04-30 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.143,False,Coolant loop adjustment reduced chamber temperature spread.
-34764,2024-04-30 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.538,False,Vibration baseline recovered after tool holder replacement.
-34765,2024-04-30 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.103,False,Vibration baseline recovered after tool holder replacement.
-34766,2024-04-30 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.347,False,Air handler maintenance reduced humidity variance on finishing line.
-34767,2024-04-30 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.857,False,Humidity excursion near finishing booth during coating run.
-34768,2024-04-30 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.202,False,Telemetry quality flag downgraded during sensor self-test window.
-34769,2024-04-30 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.533,False,Coolant loop adjustment reduced chamber temperature spread.
-34770,2024-04-30 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.798,False,Temporary gateway failover completed without data loss.
-34771,2024-04-30 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.645,False,Thermal ramp exceeded expected warmup curve before shift start.
-34772,2024-04-30 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.727,False,Short-lived packet loss observed at edge gateway gw-02.
-34773,2024-04-30 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.216,False,SCADA backfill inserted two delayed telemetry points.
-34774,2024-04-30 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.735,False,Supervisory alert generated after three consecutive threshold breaches.
-34775,2024-04-30 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.025,False,Sensor enclosure opened for manual calibration verification.
-34776,2024-04-30 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.939,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34777,2024-04-30 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.541,False,Pressure peak corresponds to oversized billet batch processing.
-34778,2024-04-30 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.734,False,Hydraulic line pressure oscillation detected under load.
-34779,2024-04-30 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.535,False,Edge collector replayed buffered events after network recovery.
-34780,2024-04-30 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.064,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34781,2024-04-30 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.801,False,Humidity readings track seasonal rise across late spring.
-34782,2024-04-30 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.341,False,Sensor enclosure opened for manual calibration verification.
-34783,2024-04-30 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.745,False,Humidity excursion near finishing booth during coating run.
-34784,2024-04-30 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.633,False,Packaging line stop reduced adjacent vibration background.
-34785,2024-04-30 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34786,2024-04-30 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.063,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34787,2024-04-30 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.294,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34788,2024-04-30 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.954,False,Pressure peak corresponds to oversized billet batch processing.
-34789,2024-04-30 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.764,False,Thermal overshoot event coincided with recipe change on furnace.
-34790,2024-04-30 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.438,False,Quality hold reduced finishing booth activity for one shift.
-34791,2024-04-30 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.274,False,SCADA backfill inserted two delayed telemetry points.
-34792,2024-04-30 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.16,False,Humidity readings track seasonal rise across late spring.
-34793,2024-04-30 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.466,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34794,2024-04-30 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.073,False,Unbalanced load introduced cyclical pressure ripple.
-34795,2024-04-30 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.805,False,Reliability engineer tagged sample window for model retraining.
-34796,2024-04-30 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.803,False,Humidity readings track seasonal rise across late spring.
-34797,2024-04-30 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.629,False,Humidity baseline improved after seal replacement.
-34798,2024-04-30 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.238,False,Humidity baseline improved after seal replacement.
-34799,2024-04-30 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.835,False,Humidity readings track seasonal rise across late spring.
-34800,2024-04-30 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.013,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34801,2024-04-30 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,Vibration burst exceeds envelope during tool change cycle.
-34802,2024-04-30 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.167,False,Warning threshold updated for pilot predictive-maintenance model.
-34803,2024-04-30 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Maintenance scheduler deferred calibration due to spare shortage.
-34804,2024-04-30 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.436,False,Thermal overshoot event coincided with recipe change on furnace.
-34805,2024-04-30 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Machine idle period extended during planned sanitation window.
-34806,2024-04-30 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.332,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34807,2024-04-30 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.057,False,Quality hold reduced finishing booth activity for one shift.
-34808,2024-04-30 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.896,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34809,2024-04-30 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.085,False,Machine idle period extended during planned sanitation window.
-34810,2024-04-30 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.549,False,Unbalanced load introduced cyclical pressure ripple.
-34811,2024-04-30 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.678,False,Reliability engineer tagged sample window for model retraining.
-34812,2024-04-30 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.566,False,Vibration harmonics broadened during extended production run.
-34813,2024-04-30 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.482,False,Short-lived packet loss observed at edge gateway gw-02.
-34814,2024-04-30 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.511,False,Anomaly review flagged possible bearing wear progression.
-34815,2024-04-30 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.675,False,SCADA backfill inserted two delayed telemetry points.
-34816,2024-04-30 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.895,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34817,2024-04-30 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.525,False,Anomaly review flagged possible bearing wear progression.
-34818,2024-04-30 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.852,False,Thermal ramp exceeded expected warmup curve before shift start.
-34819,2024-04-30 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.249,False,Anomaly review flagged possible bearing wear progression.
-34820,2024-04-30 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.282,False,Telemetry quality flag downgraded during sensor self-test window.
-34821,2024-04-30 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.594,False,Humidity baseline improved after seal replacement.
-34822,2024-04-30 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.887,False,Bearing temperature rising faster than baseline on spindle cell.
-34823,2024-04-30 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.611,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34824,2024-04-30 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.081,False,Unbalanced load introduced cyclical pressure ripple.
-34825,2024-04-30 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Anomaly review flagged possible bearing wear progression.
-34826,2024-04-30 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.439,False,Quality team requested trace review for lot 24-118B.
-34827,2024-04-30 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.486,False,Anomaly review flagged possible bearing wear progression.
-34828,2024-04-30 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.112,False,Shift handoff note referenced unusual noise near press enclosure.
-34829,2024-04-30 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.396,False,Telemetry quality flag downgraded during sensor self-test window.
-34830,2024-04-30 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.475,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34831,2024-04-30 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.359,False,Hydraulic line pressure oscillation detected under load.
-34832,2024-04-30 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.642,False,Humidity baseline improved after seal replacement.
-34833,2024-04-30 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.741,False,Calibration check overdue by 11 days for press-line transducer.
-34834,2024-04-30 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.308,False,SCADA backfill inserted two delayed telemetry points.
-34835,2024-04-30 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.989,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34836,2024-04-30 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.385,False,Unbalanced load introduced cyclical pressure ripple.
-34837,2024-04-30 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.835,False,Pressure settled back to nominal after valve reseat.
-34838,2024-04-30 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.853,False,Bearing temperature rising faster than baseline on spindle cell.
-34839,2024-04-30 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.334,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34840,2024-04-30 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.339,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34841,2024-04-30 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.24,False,Quality hold reduced finishing booth activity for one shift.
-34842,2024-04-30 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.964,False,Thermal overshoot event coincided with recipe change on furnace.
-34843,2024-04-30 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.135,False,Maintenance scheduler deferred calibration due to spare shortage.
-34844,2024-04-30 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.25,False,Humidity readings track seasonal rise across late spring.
-34845,2024-04-30 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.469,False,Calibration check overdue by 11 days for press-line transducer.
-34846,2024-04-30 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.284,False,Shift handoff note referenced unusual noise near press enclosure.
-34847,2024-04-30 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.921,False,Thermal overshoot event coincided with recipe change on furnace.
-34848,2024-04-30 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.211,False,Machine idle period extended during planned sanitation window.
-34849,2024-05-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.698,False,Operator reset acknowledged after red-tag inspection.
-34850,2024-05-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.607,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34851,2024-05-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.984,False,Hydraulic line pressure oscillation detected under load.
-34852,2024-05-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.387,False,Pressure line purge completed before restart authorization.
-34853,2024-05-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.599,False,Telemetry quality flag downgraded during sensor self-test window.
-34854,2024-05-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.999,False,Supervisory alert generated after three consecutive threshold breaches.
-34855,2024-05-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.098,False,Transient outlier matched forklift impact near cabinet wall.
-34856,2024-05-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.074,False,Night shift startup produced higher than normal vibration floor.
-34857,2024-05-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.232,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34858,2024-05-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.393,False,Vibration baseline recovered after tool holder replacement.
-34859,2024-05-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.254,False,Humidity excursion near finishing booth during coating run.
-34860,2024-05-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34861,2024-05-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34862,2024-05-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.096,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34863,2024-05-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.774,False,Pressure settled back to nominal after valve reseat.
-34864,2024-05-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.233,False,Coolant loop adjustment reduced chamber temperature spread.
-34865,2024-05-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Humidity baseline improved after seal replacement.
-34866,2024-05-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.783,False,Temperature remained elevated during unscheduled overtime run.
-34867,2024-05-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.903,False,Machine throughput increase drove sustained pressure uplift.
-34868,2024-05-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.188,False,Condensation warning cleared after dehumidifier ramp-up.
-34869,2024-05-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.695,False,Machine throughput increase drove sustained pressure uplift.
-34870,2024-05-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.566,False,Heat-treat furnace door cycling increased localized temperature spikes.
-34871,2024-05-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.835,False,Condensation warning cleared after dehumidifier ramp-up.
-34872,2024-05-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.969,False,Packaging line stop reduced adjacent vibration background.
-34873,2024-05-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.79,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34874,2024-05-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.351,False,Packaging line stop reduced adjacent vibration background.
-34875,2024-05-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.562,False,Temporary gateway failover completed without data loss.
-34876,2024-05-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.321,False,Operator reported intermittent chatter on machine CNC-04.
-34877,2024-05-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.59,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34878,2024-05-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.671,False,Maintenance crew confirmed lubrication interval was missed.
-34879,2024-05-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.591,False,Vibration baseline recovered after tool holder replacement.
-34880,2024-05-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.034,False,Machine throughput increase drove sustained pressure uplift.
-34881,2024-05-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.556,False,Reliability engineer tagged sample window for model retraining.
-34882,2024-05-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.386,False,Condensation warning cleared after dehumidifier ramp-up.
-34883,2024-05-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.082,False,Condensation warning cleared after dehumidifier ramp-up.
-34884,2024-05-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.969,False,Condensation warning cleared after dehumidifier ramp-up.
-34885,2024-05-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.744,False,Anomaly review flagged possible bearing wear progression.
-34886,2024-05-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.025,False,Vibration harmonics broadened during extended production run.
-34887,2024-05-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Short-lived packet loss observed at edge gateway gw-02.
-34888,2024-05-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.588,False,Maintenance scheduler deferred calibration due to spare shortage.
-34889,2024-05-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.594,False,Telemetry quality flag downgraded during sensor self-test window.
-34890,2024-05-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.084,False,Quality hold reduced finishing booth activity for one shift.
-34891,2024-05-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.005,False,Edge collector replayed buffered events after network recovery.
-34892,2024-05-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.507,False,Sensor enclosure opened for manual calibration verification.
-34893,2024-05-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.652,False,Maintenance note logged for coupling imbalance inspection.
-34894,2024-05-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.618,False,Supervisory alert generated after three consecutive threshold breaches.
-34895,2024-05-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.523,False,Humidity climbed during dock-door open period in afternoon shift.
-34896,2024-05-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.27,False,Humidity climbed during dock-door open period in afternoon shift.
-34897,2024-05-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.195,False,Thermal ramp exceeded expected warmup curve before shift start.
-34898,2024-05-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.547,False,Temporary gateway failover completed without data loss.
-34899,2024-05-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.027,False,Bearing temperature rising faster than baseline on spindle cell.
-34900,2024-05-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.502,False,Humidity excursion near finishing booth during coating run.
-34901,2024-05-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.819,False,Pressure line purge completed before restart authorization.
-34902,2024-05-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.17,False,Coolant loop adjustment reduced chamber temperature spread.
-34903,2024-05-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,Vibration burst exceeds envelope during tool change cycle.
-34904,2024-05-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.973,False,Quality hold reduced finishing booth activity for one shift.
-34905,2024-05-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.205,False,Vibration baseline recovered after tool holder replacement.
-34906,2024-05-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.168,False,Thermal ramp exceeded expected warmup curve before shift start.
-34907,2024-05-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.389,False,Temperature variance narrowed after coolant nozzle cleaning.
-34908,2024-05-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.888,False,Machine throughput increase drove sustained pressure uplift.
-34909,2024-05-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.295,False,Maintenance scheduler deferred calibration due to spare shortage.
-34910,2024-05-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.467,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-34911,2024-05-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.285,False,Maintenance note logged for coupling imbalance inspection.
-34912,2024-05-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.232,False,Pressure line purge completed before restart authorization.
-34913,2024-05-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.233,False,Edge collector replayed buffered events after network recovery.
-34914,2024-05-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.487,False,Maintenance crew confirmed lubrication interval was missed.
-34915,2024-05-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.965,False,Vibration burst exceeds envelope during tool change cycle.
-34916,2024-05-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.865,False,Maintenance crew confirmed lubrication interval was missed.
-34917,2024-05-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.866,False,Maintenance note logged for coupling imbalance inspection.
-34918,2024-05-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.944,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34919,2024-05-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.399,False,Sensor battery health remains nominal after firmware update.
-34920,2024-05-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.549,False,Humidity climbed during dock-door open period in afternoon shift.
-34921,2024-05-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.837,False,Coolant loop adjustment reduced chamber temperature spread.
-34922,2024-05-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.301,False,Night shift startup produced higher than normal vibration floor.
-34923,2024-05-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.469,False,Shift handoff note referenced unusual noise near press enclosure.
-34924,2024-05-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.792,False,Anomaly review flagged possible bearing wear progression.
-34925,2024-05-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.439,False,Humidity climbed during dock-door open period in afternoon shift.
-34926,2024-05-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.08,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34927,2024-05-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.702,False,Sensor heartbeat delayed by one interval after gateway retry.
-34928,2024-05-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.357,False,Humidity readings track seasonal rise across late spring.
-34929,2024-05-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.966,False,Coolant loop adjustment reduced chamber temperature spread.
-34930,2024-05-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.122,False,Machine throughput increase drove sustained pressure uplift.
-34931,2024-05-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.532,False,Thermal ramp exceeded expected warmup curve before shift start.
-34932,2024-05-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.409,False,Transient outlier matched forklift impact near cabinet wall.
-34933,2024-05-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.281,False,Machine throughput increase drove sustained pressure uplift.
-34934,2024-05-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.149,False,Dust extraction fan offline for 18 minutes on line finishing.
-34935,2024-05-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.401,False,Anomaly review flagged possible bearing wear progression.
-34936,2024-05-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.753,False,Humidity climbed during dock-door open period in afternoon shift.
-34937,2024-05-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.142,False,Pressure settled back to nominal after valve reseat.
-34938,2024-05-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.156,False,Thermal overshoot event coincided with recipe change on furnace.
-34939,2024-05-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.386,False,Transient outlier matched forklift impact near cabinet wall.
-34940,2024-05-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.36,False,Sensor signal clipping observed during startup surge.
-34941,2024-05-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.563,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34942,2024-05-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.101,False,Bearing temperature rising faster than baseline on spindle cell.
-34943,2024-05-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.04,False,Maintenance note logged for coupling imbalance inspection.
-34944,2024-05-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.839,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-34945,2024-05-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.942,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34946,2024-05-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.929,False,Thermal overshoot event coincided with recipe change on furnace.
-34947,2024-05-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.93,False,Thermal ramp exceeded expected warmup curve before shift start.
-34948,2024-05-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.926,False,Calibration check overdue by 11 days for press-line transducer.
-34949,2024-05-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Hydraulic line pressure oscillation detected under load.
-34950,2024-05-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.059,False,Packaging line stop reduced adjacent vibration background.
-34951,2024-05-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.292,False,SCADA backfill inserted two delayed telemetry points.
-34952,2024-05-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.623,False,Dust extraction fan offline for 18 minutes on line finishing.
-34953,2024-05-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.654,False,Humidity climbed during dock-door open period in afternoon shift.
-34954,2024-05-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.723,False,Humidity readings track seasonal rise across late spring.
-34955,2024-05-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,SCADA backfill inserted two delayed telemetry points.
-34956,2024-05-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.48,False,Maintenance crew confirmed lubrication interval was missed.
-34957,2024-05-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.867,False,Air handler maintenance reduced humidity variance on finishing line.
-34958,2024-05-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.357,False,Shift handoff note referenced unusual noise near press enclosure.
-34959,2024-05-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.107,False,Vibration burst exceeds envelope during tool change cycle.
-34960,2024-05-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.786,False,Bearing temperature rising faster than baseline on spindle cell.
-34961,2024-05-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.803,False,Reliability engineer tagged sample window for model retraining.
-34962,2024-05-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.034,False,Coolant loop adjustment reduced chamber temperature spread.
-34963,2024-05-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.461,False,Air handler maintenance reduced humidity variance on finishing line.
-34964,2024-05-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.97,False,Air handler maintenance reduced humidity variance on finishing line.
-34965,2024-05-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.384,False,Humidity baseline improved after seal replacement.
-34966,2024-05-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.67,False,Packaging line stop reduced adjacent vibration background.
-34967,2024-05-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.172,False,Air handler maintenance reduced humidity variance on finishing line.
-34968,2024-05-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.989,False,Shift handoff note referenced unusual noise near press enclosure.
-34969,2024-05-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.876,False,SCADA backfill inserted two delayed telemetry points.
-34970,2024-05-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.837,False,Operator reset acknowledged after red-tag inspection.
-34971,2024-05-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.296,False,Shift handoff note referenced unusual noise near press enclosure.
-34972,2024-05-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.26,False,Quality hold reduced finishing booth activity for one shift.
-34973,2024-05-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.827,False,Humidity baseline improved after seal replacement.
-34974,2024-05-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.121,False,Short-lived packet loss observed at edge gateway gw-02.
-34975,2024-05-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.084,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34976,2024-05-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.236,False,Machine idle period extended during planned sanitation window.
-34977,2024-05-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.002,False,Humidity excursion near finishing booth during coating run.
-34978,2024-05-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.446,False,Pressure peak corresponds to oversized billet batch processing.
-34979,2024-05-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.603,False,Maintenance note logged for coupling imbalance inspection.
-34980,2024-05-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.964,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-34981,2024-05-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.435,False,Quality hold reduced finishing booth activity for one shift.
-34982,2024-05-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.37,False,Operator reset acknowledged after red-tag inspection.
-34983,2024-05-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.86,False,Coolant loop adjustment reduced chamber temperature spread.
-34984,2024-05-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.327,False,Temperature remained elevated during unscheduled overtime run.
-34985,2024-05-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.601,False,SCADA backfill inserted two delayed telemetry points.
-34986,2024-05-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.019,False,Operator reset acknowledged after red-tag inspection.
-34987,2024-05-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.305,False,Sensor 3 drift suspected after cross-check with manual gauge.
-34988,2024-05-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.304,False,Ambient temperature stabilized after HVAC stage-two engagement.
-34989,2024-05-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.288,False,Edge collector replayed buffered events after network recovery.
-34990,2024-05-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.935,False,Humidity baseline improved after seal replacement.
-34991,2024-05-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.06,False,Maintenance crew confirmed lubrication interval was missed.
-34992,2024-05-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.927,False,Compressed air fluctuation introduced pressure noise for two cycles.
-34993,2024-05-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.263,False,Maintenance scheduler deferred calibration due to spare shortage.
-34994,2024-05-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.631,False,Telemetry quality flag downgraded during sensor self-test window.
-34995,2024-05-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.445,False,Short-lived packet loss observed at edge gateway gw-02.
-34996,2024-05-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.214,False,Quality team requested trace review for lot 24-118B.
-34997,2024-05-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Night shift startup produced higher than normal vibration floor.
-34998,2024-05-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.487,False,Maintenance note logged for coupling imbalance inspection.
-34999,2024-05-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.049,False,Pressure settled back to nominal after valve reseat.
-35000,2024-05-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.58,False,Pressure settled back to nominal after valve reseat.
-35001,2024-05-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.108,False,Maintenance crew confirmed lubrication interval was missed.
-35002,2024-05-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.794,False,SCADA backfill inserted two delayed telemetry points.
-35003,2024-05-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.264,False,Humidity climbed during dock-door open period in afternoon shift.
-35004,2024-05-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,23.346,False,Quality hold reduced finishing booth activity for one shift.
-35005,2024-05-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Vibration baseline recovered after tool holder replacement.
-35006,2024-05-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.658,False,Warning threshold updated for pilot predictive-maintenance model.
-35007,2024-05-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.209,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35008,2024-05-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.732,False,Pressure settled back to nominal after valve reseat.
-35009,2024-05-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.754,False,Temporary gateway failover completed without data loss.
-35010,2024-05-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.277,False,Machine idle period extended during planned sanitation window.
-35011,2024-05-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.629,False,Machine throughput increase drove sustained pressure uplift.
-35012,2024-05-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.354,False,Temperature remained elevated during unscheduled overtime run.
-35013,2024-05-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.994,False,Operator reported intermittent chatter on machine CNC-04.
-35014,2024-05-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.68,False,Maintenance note logged for coupling imbalance inspection.
-35015,2024-05-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.314,False,Short-lived packet loss observed at edge gateway gw-02.
-35016,2024-05-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.417,False,Reliability engineer tagged sample window for model retraining.
-35017,2024-05-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Night shift startup produced higher than normal vibration floor.
-35018,2024-05-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.465,False,Coolant loop adjustment reduced chamber temperature spread.
-35019,2024-05-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.59,False,Reliability engineer tagged sample window for model retraining.
-35020,2024-05-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.253,False,Temporary gateway failover completed without data loss.
-35021,2024-05-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.399,False,Condensation warning cleared after dehumidifier ramp-up.
-35022,2024-05-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.795,False,Bearing temperature rising faster than baseline on spindle cell.
-35023,2024-05-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.496,False,Pressure settled back to nominal after valve reseat.
-35024,2024-05-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.06,False,Hydraulic line pressure oscillation detected under load.
-35025,2024-05-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.562,False,Thermal overshoot event coincided with recipe change on furnace.
-35026,2024-05-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.061,False,Packaging line stop reduced adjacent vibration background.
-35027,2024-05-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.701,False,Pressure line purge completed before restart authorization.
-35028,2024-05-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.064,False,Maintenance scheduler deferred calibration due to spare shortage.
-35029,2024-05-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.774,False,Humidity climbed during dock-door open period in afternoon shift.
-35030,2024-05-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.455,False,Temperature remained elevated during unscheduled overtime run.
-35031,2024-05-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.803,False,Humidity baseline improved after seal replacement.
-35032,2024-05-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.957,False,Humidity baseline improved after seal replacement.
-35033,2024-05-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.271,False,Quality team requested trace review for lot 24-118B.
-35034,2024-05-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.073,False,Hydraulic line pressure oscillation detected under load.
-35035,2024-05-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.949,False,Humidity readings track seasonal rise across late spring.
-35036,2024-05-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.173,False,Humidity baseline improved after seal replacement.
-35037,2024-05-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.381,False,Night shift startup produced higher than normal vibration floor.
-35038,2024-05-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.997,False,Packaging line stop reduced adjacent vibration background.
-35039,2024-05-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.348,False,Supervisory alert generated after three consecutive threshold breaches.
-35040,2024-05-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.232,False,Sensor enclosure opened for manual calibration verification.
-35041,2024-05-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.511,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35042,2024-05-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.27,False,Calibration check overdue by 11 days for press-line transducer.
-35043,2024-05-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.216,False,Press cycle dwell time lengthened during high-volume batch.
-35044,2024-05-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.022,False,Maintenance note logged for coupling imbalance inspection.
-35045,2024-05-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Humidity baseline improved after seal replacement.
-35046,2024-05-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.773,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35047,2024-05-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.881,False,Operator reported intermittent chatter on machine CNC-04.
-35048,2024-05-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.149,False,Telemetry quality flag downgraded during sensor self-test window.
-35049,2024-05-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.094,False,Humidity baseline improved after seal replacement.
-35050,2024-05-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.349,False,Vibration burst exceeds envelope during tool change cycle.
-35051,2024-05-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.418,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35052,2024-05-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.234,False,Dust extraction fan offline for 18 minutes on line finishing.
-35053,2024-05-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.219,False,Humidity readings track seasonal rise across late spring.
-35054,2024-05-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.072,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35055,2024-05-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.7,False,Condensation warning cleared after dehumidifier ramp-up.
-35056,2024-05-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.032,False,Temperature variance narrowed after coolant nozzle cleaning.
-35057,2024-05-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.858,False,Coolant loop adjustment reduced chamber temperature spread.
-35058,2024-05-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.345,False,Operator reported intermittent chatter on machine CNC-04.
-35059,2024-05-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.968,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35060,2024-05-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.986,False,Unbalanced load introduced cyclical pressure ripple.
-35061,2024-05-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.009,False,Dust extraction fan offline for 18 minutes on line finishing.
-35062,2024-05-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.401,False,Night shift startup produced higher than normal vibration floor.
-35063,2024-05-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.642,False,Condensation warning cleared after dehumidifier ramp-up.
-35064,2024-05-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,51.278,False,Vibration baseline recovered after tool holder replacement.
-35065,2024-05-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.771,False,Short-lived packet loss observed at edge gateway gw-02.
-35066,2024-05-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.661,False,Night shift startup produced higher than normal vibration floor.
-35067,2024-05-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.18,False,Machine throughput increase drove sustained pressure uplift.
-35068,2024-05-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.974,False,Humidity readings track seasonal rise across late spring.
-35069,2024-05-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.655,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35070,2024-05-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.755,False,Sensor heartbeat delayed by one interval after gateway retry.
-35071,2024-05-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.58,False,Operator reset acknowledged after red-tag inspection.
-35072,2024-05-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.664,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35073,2024-05-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Pressure line purge completed before restart authorization.
-35074,2024-05-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.789,False,Quality team requested trace review for lot 24-118B.
-35075,2024-05-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.095,False,Maintenance scheduler deferred calibration due to spare shortage.
-35076,2024-05-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.903,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35077,2024-05-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.866,False,Sensor signal clipping observed during startup surge.
-35078,2024-05-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.105,False,Thermal ramp exceeded expected warmup curve before shift start.
-35079,2024-05-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.997,False,Temperature remained elevated during unscheduled overtime run.
-35080,2024-05-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.586,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35081,2024-05-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.652,False,Short-lived packet loss observed at edge gateway gw-02.
-35082,2024-05-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.08,False,Maintenance crew confirmed lubrication interval was missed.
-35083,2024-05-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.932,False,Temperature remained elevated during unscheduled overtime run.
-35084,2024-05-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.655,False,Warning threshold updated for pilot predictive-maintenance model.
-35085,2024-05-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.83,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35086,2024-05-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.298,False,Maintenance note logged for coupling imbalance inspection.
-35087,2024-05-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.064,False,Temperature variance narrowed after coolant nozzle cleaning.
-35088,2024-05-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.272,False,Warning threshold updated for pilot predictive-maintenance model.
-35089,2024-05-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.468,False,Vibration burst exceeds envelope during tool change cycle.
-35090,2024-05-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.491,False,Thermal ramp exceeded expected warmup curve before shift start.
-35091,2024-05-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.178,False,Operator reset acknowledged after red-tag inspection.
-35092,2024-05-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.0,False,Pressure settled back to nominal after valve reseat.
-35093,2024-05-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.907,False,Thermal overshoot event coincided with recipe change on furnace.
-35094,2024-05-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.126,False,Maintenance scheduler deferred calibration due to spare shortage.
-35095,2024-05-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.175,False,Sensor signal clipping observed during startup surge.
-35096,2024-05-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.84,False,Sensor signal clipping observed during startup surge.
-35097,2024-05-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.113,False,Transient outlier matched forklift impact near cabinet wall.
-35098,2024-05-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.858,False,Sensor enclosure opened for manual calibration verification.
-35099,2024-05-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.184,False,Sensor battery health remains nominal after firmware update.
-35100,2024-05-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.454,False,Humidity readings track seasonal rise across late spring.
-35101,2024-05-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.27,False,Short-lived packet loss observed at edge gateway gw-02.
-35102,2024-05-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.328,False,Temperature remained elevated during unscheduled overtime run.
-35103,2024-05-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.826,False,Pressure peak corresponds to oversized billet batch processing.
-35104,2024-05-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.892,False,Vibration burst exceeds envelope during tool change cycle.
-35105,2024-05-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.896,False,Vibration baseline recovered after tool holder replacement.
-35106,2024-05-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.699,False,Anomaly review flagged possible bearing wear progression.
-35107,2024-05-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.794,False,Humidity climbed during dock-door open period in afternoon shift.
-35108,2024-05-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.552,False,Pressure line purge completed before restart authorization.
-35109,2024-05-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.19,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35110,2024-05-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.76,False,Quality team requested trace review for lot 24-118B.
-35111,2024-05-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.97,False,Hydraulic line pressure oscillation detected under load.
-35112,2024-05-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.176,False,Maintenance crew confirmed lubrication interval was missed.
-35113,2024-05-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.939,False,Sensor signal clipping observed during startup surge.
-35114,2024-05-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.637,False,Humidity excursion near finishing booth during coating run.
-35115,2024-05-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.352,False,Sensor enclosure opened for manual calibration verification.
-35116,2024-05-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.499,False,Press cycle dwell time lengthened during high-volume batch.
-35117,2024-05-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.584,False,Shift handoff note referenced unusual noise near press enclosure.
-35118,2024-05-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.292,False,Machine idle period extended during planned sanitation window.
-35119,2024-05-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.58,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35120,2024-05-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.413,False,Reliability engineer tagged sample window for model retraining.
-35121,2024-05-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.574,False,Machine idle period extended during planned sanitation window.
-35122,2024-05-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.859,False,Machine idle period extended during planned sanitation window.
-35123,2024-05-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.659,False,Quality hold reduced finishing booth activity for one shift.
-35124,2024-05-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.649,False,Operator reset acknowledged after red-tag inspection.
-35125,2024-05-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35126,2024-05-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.38,False,Packaging line stop reduced adjacent vibration background.
-35127,2024-05-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.113,False,Packaging line stop reduced adjacent vibration background.
-35128,2024-05-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.842,False,Air handler maintenance reduced humidity variance on finishing line.
-35129,2024-05-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.153,False,Maintenance crew confirmed lubrication interval was missed.
-35130,2024-05-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.999,False,Vibration harmonics broadened during extended production run.
-35131,2024-05-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.697,False,Temperature variance narrowed after coolant nozzle cleaning.
-35132,2024-05-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.11,False,Temperature remained elevated during unscheduled overtime run.
-35133,2024-05-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.485,False,Temporary gateway failover completed without data loss.
-35134,2024-05-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.424,False,Vibration harmonics broadened during extended production run.
-35135,2024-05-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.957,False,Humidity baseline improved after seal replacement.
-35136,2024-05-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.537,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35137,2024-05-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Reliability engineer tagged sample window for model retraining.
-35138,2024-05-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.727,False,Press cycle dwell time lengthened during high-volume batch.
-35139,2024-05-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Hydraulic line pressure oscillation detected under load.
-35140,2024-05-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.597,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35141,2024-05-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.635,False,Supervisory alert generated after three consecutive threshold breaches.
-35142,2024-05-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.675,False,Quality team requested trace review for lot 24-118B.
-35143,2024-05-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.539,False,Anomaly review flagged possible bearing wear progression.
-35144,2024-05-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.904,False,Thermal overshoot event coincided with recipe change on furnace.
-35145,2024-05-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.595,False,Temperature variance narrowed after coolant nozzle cleaning.
-35146,2024-05-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.472,False,Shift handoff note referenced unusual noise near press enclosure.
-35147,2024-05-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35148,2024-05-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.635,False,Condensation warning cleared after dehumidifier ramp-up.
-35149,2024-05-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.446,False,Pressure line purge completed before restart authorization.
-35150,2024-05-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.421,False,Pressure line purge completed before restart authorization.
-35151,2024-05-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.637,False,Quality team requested trace review for lot 24-118B.
-35152,2024-05-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.314,False,Temperature variance narrowed after coolant nozzle cleaning.
-35153,2024-05-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.133,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35154,2024-05-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.157,False,Calibration check overdue by 11 days for press-line transducer.
-35155,2024-05-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.381,False,Air handler maintenance reduced humidity variance on finishing line.
-35156,2024-05-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.011,False,Pressure peak corresponds to oversized billet batch processing.
-35157,2024-05-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.697,False,Condensation warning cleared after dehumidifier ramp-up.
-35158,2024-05-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.313,False,Condensation warning cleared after dehumidifier ramp-up.
-35159,2024-05-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.559,False,Maintenance scheduler deferred calibration due to spare shortage.
-35160,2024-05-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.434,False,Pressure line purge completed before restart authorization.
-35161,2024-05-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.447,False,Sensor signal clipping observed during startup surge.
-35162,2024-05-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.948,False,Humidity excursion near finishing booth during coating run.
-35163,2024-05-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.501,False,Edge collector replayed buffered events after network recovery.
-35164,2024-05-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.599,False,Shift handoff note referenced unusual noise near press enclosure.
-35165,2024-05-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.719,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35166,2024-05-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.558,False,Machine idle period extended during planned sanitation window.
-35167,2024-05-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.954,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35168,2024-05-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.834,False,Operator reset acknowledged after red-tag inspection.
-35169,2024-05-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.915,False,Dust extraction fan offline for 18 minutes on line finishing.
-35170,2024-05-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.949,False,Temperature variance narrowed after coolant nozzle cleaning.
-35171,2024-05-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.472,False,Edge collector replayed buffered events after network recovery.
-35172,2024-05-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.308,False,Pressure peak corresponds to oversized billet batch processing.
-35173,2024-05-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.832,False,Temperature remained elevated during unscheduled overtime run.
-35174,2024-05-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.201,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35175,2024-05-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.99,False,Quality hold reduced finishing booth activity for one shift.
-35176,2024-05-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.532,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35177,2024-05-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.345,False,Maintenance scheduler deferred calibration due to spare shortage.
-35178,2024-05-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.842,False,Short-lived packet loss observed at edge gateway gw-02.
-35179,2024-05-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.368,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35180,2024-05-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.435,False,Pressure line purge completed before restart authorization.
-35181,2024-05-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.122,False,Unbalanced load introduced cyclical pressure ripple.
-35182,2024-05-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.051,False,Edge collector replayed buffered events after network recovery.
-35183,2024-05-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.404,False,Calibration check overdue by 11 days for press-line transducer.
-35184,2024-05-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.511,False,Dust extraction fan offline for 18 minutes on line finishing.
-35185,2024-05-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.787,False,Thermal overshoot event coincided with recipe change on furnace.
-35186,2024-05-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.231,False,Packaging line stop reduced adjacent vibration background.
-35187,2024-05-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.054,False,Bearing temperature rising faster than baseline on spindle cell.
-35188,2024-05-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.544,False,Edge collector replayed buffered events after network recovery.
-35189,2024-05-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.589,False,Short-lived packet loss observed at edge gateway gw-02.
-35190,2024-05-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.756,False,Telemetry quality flag downgraded during sensor self-test window.
-35191,2024-05-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.066,False,Night shift startup produced higher than normal vibration floor.
-35192,2024-05-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.768,False,Maintenance crew confirmed lubrication interval was missed.
-35193,2024-05-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.112,False,Temperature remained elevated during unscheduled overtime run.
-35194,2024-05-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.874,False,Quality team requested trace review for lot 24-118B.
-35195,2024-05-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.12,False,Humidity climbed during dock-door open period in afternoon shift.
-35196,2024-05-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.28,False,Short-lived packet loss observed at edge gateway gw-02.
-35197,2024-05-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.341,False,Packaging line stop reduced adjacent vibration background.
-35198,2024-05-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.012,False,Air handler maintenance reduced humidity variance on finishing line.
-35199,2024-05-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.648,False,Air handler maintenance reduced humidity variance on finishing line.
-35200,2024-05-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.164,False,Vibration harmonics broadened during extended production run.
-35201,2024-05-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.555,False,Quality team requested trace review for lot 24-118B.
-35202,2024-05-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.23,False,Packaging line stop reduced adjacent vibration background.
-35203,2024-05-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.612,False,Temperature remained elevated during unscheduled overtime run.
-35204,2024-05-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.086,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35205,2024-05-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.315,False,Short-lived packet loss observed at edge gateway gw-02.
-35206,2024-05-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.669,False,Air handler maintenance reduced humidity variance on finishing line.
-35207,2024-05-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.011,False,Temperature remained elevated during unscheduled overtime run.
-35208,2024-05-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.375,False,Sensor battery health remains nominal after firmware update.
-35209,2024-05-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.967,False,Supervisory alert generated after three consecutive threshold breaches.
-35210,2024-05-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.278,False,Condensation warning cleared after dehumidifier ramp-up.
-35211,2024-05-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.467,False,Telemetry quality flag downgraded during sensor self-test window.
-35212,2024-05-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.504,False,Sensor heartbeat delayed by one interval after gateway retry.
-35213,2024-05-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.109,False,Sensor battery health remains nominal after firmware update.
-35214,2024-05-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.979,False,Operator reported intermittent chatter on machine CNC-04.
-35215,2024-05-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.372,False,Temporary gateway failover completed without data loss.
-35216,2024-05-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.645,False,Quality hold reduced finishing booth activity for one shift.
-35217,2024-05-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.93,False,Pressure settled back to nominal after valve reseat.
-35218,2024-05-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.199,False,Telemetry quality flag downgraded during sensor self-test window.
-35219,2024-05-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.863,False,Machine throughput increase drove sustained pressure uplift.
-35220,2024-05-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.835,False,Telemetry quality flag downgraded during sensor self-test window.
-35221,2024-05-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.625,False,Press cycle dwell time lengthened during high-volume batch.
-35222,2024-05-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.683,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35223,2024-05-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.885,False,Pressure peak corresponds to oversized billet batch processing.
-35224,2024-05-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.099,False,Edge collector replayed buffered events after network recovery.
-35225,2024-05-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.082,False,Press cycle dwell time lengthened during high-volume batch.
-35226,2024-05-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.026,False,Pressure line purge completed before restart authorization.
-35227,2024-05-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.212,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35228,2024-05-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.498,False,Temperature remained elevated during unscheduled overtime run.
-35229,2024-05-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.934,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35230,2024-05-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.377,False,Maintenance scheduler deferred calibration due to spare shortage.
-35231,2024-05-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.479,False,SCADA backfill inserted two delayed telemetry points.
-35232,2024-05-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.672,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35233,2024-05-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.464,False,Temperature variance narrowed after coolant nozzle cleaning.
-35234,2024-05-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.275,False,Pressure settled back to nominal after valve reseat.
-35235,2024-05-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.915,False,Sensor heartbeat delayed by one interval after gateway retry.
-35236,2024-05-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,26.721,False,Supervisory alert generated after three consecutive threshold breaches.
-35237,2024-05-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.753,False,Humidity baseline improved after seal replacement.
-35238,2024-05-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.086,False,Pressure line purge completed before restart authorization.
-35239,2024-05-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.3,False,Warning threshold updated for pilot predictive-maintenance model.
-35240,2024-05-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.73,False,Vibration harmonics broadened during extended production run.
-35241,2024-05-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.542,False,Shift handoff note referenced unusual noise near press enclosure.
-35242,2024-05-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.465,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35243,2024-05-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.212,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35244,2024-05-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.185,False,Packaging line stop reduced adjacent vibration background.
-35245,2024-05-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.73,False,Calibration check overdue by 11 days for press-line transducer.
-35246,2024-05-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.267,False,Supervisory alert generated after three consecutive threshold breaches.
-35247,2024-05-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.502,False,Short-lived packet loss observed at edge gateway gw-02.
-35248,2024-05-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.542,False,Temperature remained elevated during unscheduled overtime run.
-35249,2024-05-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.916,False,Quality team requested trace review for lot 24-118B.
-35250,2024-05-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.821,False,Thermal ramp exceeded expected warmup curve before shift start.
-35251,2024-05-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.612,False,Air handler maintenance reduced humidity variance on finishing line.
-35252,2024-05-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.747,False,Vibration harmonics broadened during extended production run.
-35253,2024-05-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.155,False,Sensor heartbeat delayed by one interval after gateway retry.
-35254,2024-05-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.126,False,Vibration burst exceeds envelope during tool change cycle.
-35255,2024-05-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.807,False,Coolant loop adjustment reduced chamber temperature spread.
-35256,2024-05-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.539,False,Telemetry quality flag downgraded during sensor self-test window.
-35257,2024-05-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Quality hold reduced finishing booth activity for one shift.
-35258,2024-05-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.014,False,Coolant loop adjustment reduced chamber temperature spread.
-35259,2024-05-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.954,False,Maintenance scheduler deferred calibration due to spare shortage.
-35260,2024-05-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.261,False,Vibration baseline recovered after tool holder replacement.
-35261,2024-05-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.801,False,Packaging line stop reduced adjacent vibration background.
-35262,2024-05-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.992,False,Humidity climbed during dock-door open period in afternoon shift.
-35263,2024-05-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.158,False,Bearing temperature rising faster than baseline on spindle cell.
-35264,2024-05-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.007,False,Press cycle dwell time lengthened during high-volume batch.
-35265,2024-05-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.119,False,Calibration check overdue by 11 days for press-line transducer.
-35266,2024-05-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.599,False,Packaging line stop reduced adjacent vibration background.
-35267,2024-05-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.199,False,Pressure peak corresponds to oversized billet batch processing.
-35268,2024-05-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.111,False,Unbalanced load introduced cyclical pressure ripple.
-35269,2024-05-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.329,False,Night shift startup produced higher than normal vibration floor.
-35270,2024-05-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.938,False,Short-lived packet loss observed at edge gateway gw-02.
-35271,2024-05-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.873,False,Calibration check overdue by 11 days for press-line transducer.
-35272,2024-05-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.711,False,Telemetry quality flag downgraded during sensor self-test window.
-35273,2024-05-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.185,False,Bearing temperature rising faster than baseline on spindle cell.
-35274,2024-05-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.872,False,Quality team requested trace review for lot 24-118B.
-35275,2024-05-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.687,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35276,2024-05-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.165,False,Bearing temperature rising faster than baseline on spindle cell.
-35277,2024-05-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.54,False,Press cycle dwell time lengthened during high-volume batch.
-35278,2024-05-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,79.318,False,Condensation warning cleared after dehumidifier ramp-up.
-35279,2024-05-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.415,False,Supervisory alert generated after three consecutive threshold breaches.
-35280,2024-05-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.755,False,Humidity climbed during dock-door open period in afternoon shift.
-35281,2024-05-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.515,False,Temperature remained elevated during unscheduled overtime run.
-35282,2024-05-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.952,False,Night shift startup produced higher than normal vibration floor.
-35283,2024-05-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.167,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35284,2024-05-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.873,False,SCADA backfill inserted two delayed telemetry points.
-35285,2024-05-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.298,False,Vibration burst exceeds envelope during tool change cycle.
-35286,2024-05-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.745,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35287,2024-05-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.992,False,Bearing temperature rising faster than baseline on spindle cell.
-35288,2024-05-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.663,False,Machine idle period extended during planned sanitation window.
-35289,2024-05-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.86,False,Shift handoff note referenced unusual noise near press enclosure.
-35290,2024-05-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.583,False,Temperature variance narrowed after coolant nozzle cleaning.
-35291,2024-05-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.725,False,Temporary gateway failover completed without data loss.
-35292,2024-05-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.006,False,Night shift startup produced higher than normal vibration floor.
-35293,2024-05-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.694,False,Transient outlier matched forklift impact near cabinet wall.
-35294,2024-05-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.553,False,Maintenance scheduler deferred calibration due to spare shortage.
-35295,2024-05-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.808,False,Telemetry quality flag downgraded during sensor self-test window.
-35296,2024-05-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.051,False,Quality team requested trace review for lot 24-118B.
-35297,2024-05-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.402,False,Sensor heartbeat delayed by one interval after gateway retry.
-35298,2024-05-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.467,False,Short-lived packet loss observed at edge gateway gw-02.
-35299,2024-05-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.43,False,Supervisory alert generated after three consecutive threshold breaches.
-35300,2024-05-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.345,False,Short-lived packet loss observed at edge gateway gw-02.
-35301,2024-05-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.555,False,Temporary gateway failover completed without data loss.
-35302,2024-05-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.342,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35303,2024-05-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.54,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35304,2024-05-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.316,False,Humidity baseline improved after seal replacement.
-35305,2024-05-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.703,False,Vibration harmonics broadened during extended production run.
-35306,2024-05-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.493,False,Night shift startup produced higher than normal vibration floor.
-35307,2024-05-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.007,False,Temperature remained elevated during unscheduled overtime run.
-35308,2024-05-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.782,False,Pressure peak corresponds to oversized billet batch processing.
-35309,2024-05-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.46,False,Sensor signal clipping observed during startup surge.
-35310,2024-05-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.156,False,Calibration check overdue by 11 days for press-line transducer.
-35311,2024-05-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.199,False,Hydraulic line pressure oscillation detected under load.
-35312,2024-05-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.426,False,Dust extraction fan offline for 18 minutes on line finishing.
-35313,2024-05-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.727,False,Maintenance crew confirmed lubrication interval was missed.
-35314,2024-05-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.857,False,Coolant loop adjustment reduced chamber temperature spread.
-35315,2024-05-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.63,False,Warning threshold updated for pilot predictive-maintenance model.
-35316,2024-05-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.5,False,SCADA backfill inserted two delayed telemetry points.
-35317,2024-05-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.17,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35318,2024-05-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.212,False,Thermal overshoot event coincided with recipe change on furnace.
-35319,2024-05-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.938,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35320,2024-05-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.058,False,Condensation warning cleared after dehumidifier ramp-up.
-35321,2024-05-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.042,False,Supervisory alert generated after three consecutive threshold breaches.
-35322,2024-05-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.944,False,Humidity baseline improved after seal replacement.
-35323,2024-05-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.922,False,Pressure line purge completed before restart authorization.
-35324,2024-05-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.218,False,Sensor enclosure opened for manual calibration verification.
-35325,2024-05-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.541,False,Dust extraction fan offline for 18 minutes on line finishing.
-35326,2024-05-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.319,False,Vibration harmonics broadened during extended production run.
-35327,2024-05-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.691,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35328,2024-05-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.241,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35329,2024-05-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.628,False,Warning threshold updated for pilot predictive-maintenance model.
-35330,2024-05-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.731,False,Sensor signal clipping observed during startup surge.
-35331,2024-05-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.423,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35332,2024-05-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.649,False,Humidity baseline improved after seal replacement.
-35333,2024-05-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.33,False,Vibration harmonics broadened during extended production run.
-35334,2024-05-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.686,False,Humidity climbed during dock-door open period in afternoon shift.
-35335,2024-05-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.064,False,Temperature variance narrowed after coolant nozzle cleaning.
-35336,2024-05-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.436,False,Temperature remained elevated during unscheduled overtime run.
-35337,2024-05-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.535,False,Temperature variance narrowed after coolant nozzle cleaning.
-35338,2024-05-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.783,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35339,2024-05-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.715,False,Vibration burst exceeds envelope during tool change cycle.
-35340,2024-05-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.44,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35341,2024-05-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.821,False,Vibration harmonics broadened during extended production run.
-35342,2024-05-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.053,False,Dust extraction fan offline for 18 minutes on line finishing.
-35343,2024-05-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.292,False,Temperature remained elevated during unscheduled overtime run.
-35344,2024-05-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.513,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35345,2024-05-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.559,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35346,2024-05-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.076,False,Transient outlier matched forklift impact near cabinet wall.
-35347,2024-05-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.854,False,Sensor signal clipping observed during startup surge.
-35348,2024-05-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.203,False,Sensor heartbeat delayed by one interval after gateway retry.
-35349,2024-05-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.848,False,Maintenance scheduler deferred calibration due to spare shortage.
-35350,2024-05-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.23,False,Vibration baseline recovered after tool holder replacement.
-35351,2024-05-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.297,False,Operator reported intermittent chatter on machine CNC-04.
-35352,2024-05-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.758,False,Operator reported intermittent chatter on machine CNC-04.
-35353,2024-05-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.658,False,Pressure peak corresponds to oversized billet batch processing.
-35354,2024-05-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.905,False,Operator reset acknowledged after red-tag inspection.
-35355,2024-05-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.333,False,Anomaly review flagged possible bearing wear progression.
-35356,2024-05-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.956,False,Sensor battery health remains nominal after firmware update.
-35357,2024-05-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.117,False,Telemetry quality flag downgraded during sensor self-test window.
-35358,2024-05-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.89,False,Humidity baseline improved after seal replacement.
-35359,2024-05-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.824,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35360,2024-05-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.733,False,Vibration harmonics broadened during extended production run.
-35361,2024-05-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.39,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35362,2024-05-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.111,False,Anomaly review flagged possible bearing wear progression.
-35363,2024-05-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.682,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35364,2024-05-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.024,False,SCADA backfill inserted two delayed telemetry points.
-35365,2024-05-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.974,False,Sensor battery health remains nominal after firmware update.
-35366,2024-05-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.96,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35367,2024-05-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.938,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35368,2024-05-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.884,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35369,2024-05-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.146,False,Hydraulic line pressure oscillation detected under load.
-35370,2024-05-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,61.138,False,Supervisory alert generated after three consecutive threshold breaches.
-35371,2024-05-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.827,False,Anomaly review flagged possible bearing wear progression.
-35372,2024-05-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.576,False,Maintenance crew confirmed lubrication interval was missed.
-35373,2024-05-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.001,False,SCADA backfill inserted two delayed telemetry points.
-35374,2024-05-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.191,False,Quality hold reduced finishing booth activity for one shift.
-35375,2024-05-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.516,False,Temporary gateway failover completed without data loss.
-35376,2024-05-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.024,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35377,2024-05-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.441,False,Packaging line stop reduced adjacent vibration background.
-35378,2024-05-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.697,False,Vibration baseline recovered after tool holder replacement.
-35379,2024-05-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.802,False,Thermal ramp exceeded expected warmup curve before shift start.
-35380,2024-05-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.84,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35381,2024-05-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.748,False,Humidity readings track seasonal rise across late spring.
-35382,2024-05-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.928,False,Maintenance crew confirmed lubrication interval was missed.
-35383,2024-05-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.819,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35384,2024-05-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.225,False,Pressure peak corresponds to oversized billet batch processing.
-35385,2024-05-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.09,False,Maintenance crew confirmed lubrication interval was missed.
-35386,2024-05-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.934,False,Shift handoff note referenced unusual noise near press enclosure.
-35387,2024-05-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.608,False,Shift handoff note referenced unusual noise near press enclosure.
-35388,2024-05-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.676,False,Humidity readings track seasonal rise across late spring.
-35389,2024-05-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.97,False,Warning threshold updated for pilot predictive-maintenance model.
-35390,2024-05-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.944,False,Coolant loop adjustment reduced chamber temperature spread.
-35391,2024-05-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.816,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35392,2024-05-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.219,False,Sensor enclosure opened for manual calibration verification.
-35393,2024-05-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.053,False,Pressure peak corresponds to oversized billet batch processing.
-35394,2024-05-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.054,False,Warning threshold updated for pilot predictive-maintenance model.
-35395,2024-05-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.997,False,Humidity baseline improved after seal replacement.
-35396,2024-05-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.103,False,Coolant loop adjustment reduced chamber temperature spread.
-35397,2024-05-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.53,False,Pressure line purge completed before restart authorization.
-35398,2024-05-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.409,False,Maintenance crew confirmed lubrication interval was missed.
-35399,2024-05-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.527,False,Edge collector replayed buffered events after network recovery.
-35400,2024-05-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.609,False,Press cycle dwell time lengthened during high-volume batch.
-35401,2024-05-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.778,False,Anomaly review flagged possible bearing wear progression.
-35402,2024-05-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.967,False,Pressure line purge completed before restart authorization.
-35403,2024-05-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.63,False,Operator reset acknowledged after red-tag inspection.
-35404,2024-05-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.145,False,Humidity climbed during dock-door open period in afternoon shift.
-35405,2024-05-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.131,False,Maintenance scheduler deferred calibration due to spare shortage.
-35406,2024-05-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.375,False,Temporary gateway failover completed without data loss.
-35407,2024-05-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.883,False,Humidity baseline improved after seal replacement.
-35408,2024-05-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.507,False,Operator reset acknowledged after red-tag inspection.
-35409,2024-05-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.571,False,Transient outlier matched forklift impact near cabinet wall.
-35410,2024-05-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.222,False,Condensation warning cleared after dehumidifier ramp-up.
-35411,2024-05-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.401,False,Vibration baseline recovered after tool holder replacement.
-35412,2024-05-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.119,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35413,2024-05-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.413,False,Humidity climbed during dock-door open period in afternoon shift.
-35414,2024-05-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.9,False,Vibration burst exceeds envelope during tool change cycle.
-35415,2024-05-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.75,False,Humidity readings track seasonal rise across late spring.
-35416,2024-05-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.905,False,Operator reported intermittent chatter on machine CNC-04.
-35417,2024-05-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.712,False,Pressure settled back to nominal after valve reseat.
-35418,2024-05-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.269,False,Maintenance crew confirmed lubrication interval was missed.
-35419,2024-05-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.158,False,Hydraulic line pressure oscillation detected under load.
-35420,2024-05-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.477,False,Vibration baseline recovered after tool holder replacement.
-35421,2024-05-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.704,False,Coolant loop adjustment reduced chamber temperature spread.
-35422,2024-05-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.385,False,Supervisory alert generated after three consecutive threshold breaches.
-35423,2024-05-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.372,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35424,2024-05-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.16,False,Telemetry quality flag downgraded during sensor self-test window.
-35425,2024-05-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.433,False,Sensor heartbeat delayed by one interval after gateway retry.
-35426,2024-05-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.639,False,Thermal ramp exceeded expected warmup curve before shift start.
-35427,2024-05-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.5,False,Reliability engineer tagged sample window for model retraining.
-35428,2024-05-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.436,False,SCADA backfill inserted two delayed telemetry points.
-35429,2024-05-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.284,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35430,2024-05-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.497,False,Packaging line stop reduced adjacent vibration background.
-35431,2024-05-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.67,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35432,2024-05-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.134,False,Maintenance note logged for coupling imbalance inspection.
-35433,2024-05-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.97,False,Supervisory alert generated after three consecutive threshold breaches.
-35434,2024-05-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.981,False,Maintenance crew confirmed lubrication interval was missed.
-35435,2024-05-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.808,False,Coolant loop adjustment reduced chamber temperature spread.
-35436,2024-05-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.756,False,Telemetry quality flag downgraded during sensor self-test window.
-35437,2024-05-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.204,False,Condensation warning cleared after dehumidifier ramp-up.
-35438,2024-05-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.266,False,Pressure settled back to nominal after valve reseat.
-35439,2024-05-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.274,False,Sensor enclosure opened for manual calibration verification.
-35440,2024-05-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.073,False,Machine idle period extended during planned sanitation window.
-35441,2024-05-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.102,False,Short-lived packet loss observed at edge gateway gw-02.
-35442,2024-05-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.412,False,Press cycle dwell time lengthened during high-volume batch.
-35443,2024-05-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.891,False,Condensation warning cleared after dehumidifier ramp-up.
-35444,2024-05-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.5,False,Sensor signal clipping observed during startup surge.
-35445,2024-05-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.476,False,Edge collector replayed buffered events after network recovery.
-35446,2024-05-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.577,False,Vibration baseline recovered after tool holder replacement.
-35447,2024-05-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.434,False,Temporary gateway failover completed without data loss.
-35448,2024-05-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.69,False,Operator reset acknowledged after red-tag inspection.
-35449,2024-05-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.419,False,Transient outlier matched forklift impact near cabinet wall.
-35450,2024-05-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.847,False,Warning threshold updated for pilot predictive-maintenance model.
-35451,2024-05-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35452,2024-05-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.17,False,Humidity readings track seasonal rise across late spring.
-35453,2024-05-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.702,False,Thermal overshoot event coincided with recipe change on furnace.
-35454,2024-05-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.046,False,Maintenance crew confirmed lubrication interval was missed.
-35455,2024-05-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.902,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35456,2024-05-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.349,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35457,2024-05-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.974,False,Humidity excursion near finishing booth during coating run.
-35458,2024-05-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.884,False,Condensation warning cleared after dehumidifier ramp-up.
-35459,2024-05-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.906,False,Dust extraction fan offline for 18 minutes on line finishing.
-35460,2024-05-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.171,False,Operator reset acknowledged after red-tag inspection.
-35461,2024-05-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.848,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35462,2024-05-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.578,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35463,2024-05-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.037,False,Operator reported intermittent chatter on machine CNC-04.
-35464,2024-05-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.913,False,Bearing temperature rising faster than baseline on spindle cell.
-35465,2024-05-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,Unbalanced load introduced cyclical pressure ripple.
-35466,2024-05-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.689,False,SCADA backfill inserted two delayed telemetry points.
-35467,2024-05-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.265,False,SCADA backfill inserted two delayed telemetry points.
-35468,2024-05-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.296,False,Supervisory alert generated after three consecutive threshold breaches.
-35469,2024-05-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.786,False,Thermal overshoot event coincided with recipe change on furnace.
-35470,2024-05-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.292,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35471,2024-05-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.634,False,Air handler maintenance reduced humidity variance on finishing line.
-35472,2024-05-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.98,False,Pressure peak corresponds to oversized billet batch processing.
-35473,2024-05-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.519,False,SCADA backfill inserted two delayed telemetry points.
-35474,2024-05-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.563,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35475,2024-05-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.057,False,Coolant loop adjustment reduced chamber temperature spread.
-35476,2024-05-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.989,False,Transient outlier matched forklift impact near cabinet wall.
-35477,2024-05-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.684,False,Edge collector replayed buffered events after network recovery.
-35478,2024-05-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.476,False,Transient outlier matched forklift impact near cabinet wall.
-35479,2024-05-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.658,False,Humidity readings track seasonal rise across late spring.
-35480,2024-05-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.322,False,Shift handoff note referenced unusual noise near press enclosure.
-35481,2024-05-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.661,False,Edge collector replayed buffered events after network recovery.
-35482,2024-05-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,67.894,False,Vibration baseline recovered after tool holder replacement.
-35483,2024-05-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.132,False,Thermal ramp exceeded expected warmup curve before shift start.
-35484,2024-05-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.505,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35485,2024-05-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.06,False,Maintenance crew confirmed lubrication interval was missed.
-35486,2024-05-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.894,False,Reliability engineer tagged sample window for model retraining.
-35487,2024-05-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.452,False,Pressure line purge completed before restart authorization.
-35488,2024-05-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.62,False,Quality hold reduced finishing booth activity for one shift.
-35489,2024-05-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.117,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35490,2024-05-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.577,False,Hydraulic line pressure oscillation detected under load.
-35491,2024-05-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.64,False,Sensor enclosure opened for manual calibration verification.
-35492,2024-05-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.478,False,Temperature remained elevated during unscheduled overtime run.
-35493,2024-05-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.641,False,Pressure settled back to nominal after valve reseat.
-35494,2024-05-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.596,False,Vibration harmonics broadened during extended production run.
-35495,2024-05-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.822,False,Humidity baseline improved after seal replacement.
-35496,2024-05-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.683,False,Temperature remained elevated during unscheduled overtime run.
-35497,2024-05-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.538,False,Supervisory alert generated after three consecutive threshold breaches.
-35498,2024-05-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.24,False,Maintenance crew confirmed lubrication interval was missed.
-35499,2024-05-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.237,False,Maintenance note logged for coupling imbalance inspection.
-35500,2024-05-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.928,False,Unbalanced load introduced cyclical pressure ripple.
-35501,2024-05-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.63,False,Sensor enclosure opened for manual calibration verification.
-35502,2024-05-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.431,False,Anomaly review flagged possible bearing wear progression.
-35503,2024-05-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.91,False,Maintenance scheduler deferred calibration due to spare shortage.
-35504,2024-05-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.172,False,Humidity baseline improved after seal replacement.
-35505,2024-05-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.219,False,Pressure settled back to nominal after valve reseat.
-35506,2024-05-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.398,False,Sensor signal clipping observed during startup surge.
-35507,2024-05-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.001,False,Humidity climbed during dock-door open period in afternoon shift.
-35508,2024-05-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.528,False,Calibration check overdue by 11 days for press-line transducer.
-35509,2024-05-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.247,False,Sensor battery health remains nominal after firmware update.
-35510,2024-05-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.967,False,Pressure line purge completed before restart authorization.
-35511,2024-05-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Humidity climbed during dock-door open period in afternoon shift.
-35512,2024-05-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.855,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35513,2024-05-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.341,False,Humidity climbed during dock-door open period in afternoon shift.
-35514,2024-05-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.351,False,Anomaly review flagged possible bearing wear progression.
-35515,2024-05-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.002,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35516,2024-05-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.548,False,Humidity readings track seasonal rise across late spring.
-35517,2024-05-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.562,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35518,2024-05-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.329,False,Pressure line purge completed before restart authorization.
-35519,2024-05-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.965,False,Telemetry quality flag downgraded during sensor self-test window.
-35520,2024-05-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.913,False,Quality hold reduced finishing booth activity for one shift.
-35521,2024-05-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Machine throughput increase drove sustained pressure uplift.
-35522,2024-05-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.995,False,Warning threshold updated for pilot predictive-maintenance model.
-35523,2024-05-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.905,False,Press cycle dwell time lengthened during high-volume batch.
-35524,2024-05-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.286,False,Anomaly review flagged possible bearing wear progression.
-35525,2024-05-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.571,False,Sensor heartbeat delayed by one interval after gateway retry.
-35526,2024-05-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.708,False,Quality team requested trace review for lot 24-118B.
-35527,2024-05-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.074,False,Warning threshold updated for pilot predictive-maintenance model.
-35528,2024-05-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.278,False,Transient outlier matched forklift impact near cabinet wall.
-35529,2024-05-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.548,False,Unbalanced load introduced cyclical pressure ripple.
-35530,2024-05-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.915,False,SCADA backfill inserted two delayed telemetry points.
-35531,2024-05-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.458,False,Night shift startup produced higher than normal vibration floor.
-35532,2024-05-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.466,False,Thermal ramp exceeded expected warmup curve before shift start.
-35533,2024-05-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.325,False,Operator reset acknowledged after red-tag inspection.
-35534,2024-05-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.465,False,Sensor signal clipping observed during startup surge.
-35535,2024-05-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.125,False,Transient outlier matched forklift impact near cabinet wall.
-35536,2024-05-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.745,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35537,2024-05-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.305,False,Maintenance crew confirmed lubrication interval was missed.
-35538,2024-05-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.249,False,Pressure settled back to nominal after valve reseat.
-35539,2024-05-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.014,False,Air handler maintenance reduced humidity variance on finishing line.
-35540,2024-05-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.925,False,Dust extraction fan offline for 18 minutes on line finishing.
-35541,2024-05-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.441,False,Vibration baseline recovered after tool holder replacement.
-35542,2024-05-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.99,False,Operator reset acknowledged after red-tag inspection.
-35543,2024-05-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.169,False,Quality hold reduced finishing booth activity for one shift.
-35544,2024-05-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.058,False,Temperature variance narrowed after coolant nozzle cleaning.
-35545,2024-05-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Press cycle dwell time lengthened during high-volume batch.
-35546,2024-05-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.119,False,Packaging line stop reduced adjacent vibration background.
-35547,2024-05-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.431,False,Transient outlier matched forklift impact near cabinet wall.
-35548,2024-05-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.099,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35549,2024-05-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.389,False,Telemetry quality flag downgraded during sensor self-test window.
-35550,2024-05-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.192,False,Vibration harmonics broadened during extended production run.
-35551,2024-05-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.407,False,Night shift startup produced higher than normal vibration floor.
-35552,2024-05-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.516,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35553,2024-05-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.972,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35554,2024-05-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.584,False,Operator reported intermittent chatter on machine CNC-04.
-35555,2024-05-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.75,False,Transient outlier matched forklift impact near cabinet wall.
-35556,2024-05-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.445,False,Supervisory alert generated after three consecutive threshold breaches.
-35557,2024-05-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.387,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35558,2024-05-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.774,False,Machine throughput increase drove sustained pressure uplift.
-35559,2024-05-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.676,False,Hydraulic line pressure oscillation detected under load.
-35560,2024-05-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.382,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35561,2024-05-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.303,False,Humidity climbed during dock-door open period in afternoon shift.
-35562,2024-05-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.372,False,Maintenance scheduler deferred calibration due to spare shortage.
-35563,2024-05-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.989,False,Maintenance note logged for coupling imbalance inspection.
-35564,2024-05-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.808,False,Short-lived packet loss observed at edge gateway gw-02.
-35565,2024-05-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.179,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35566,2024-05-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.515,False,Unbalanced load introduced cyclical pressure ripple.
-35567,2024-05-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.087,False,Maintenance scheduler deferred calibration due to spare shortage.
-35568,2024-05-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.312,False,Packaging line stop reduced adjacent vibration background.
-35569,2024-05-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.482,False,Temporary gateway failover completed without data loss.
-35570,2024-05-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.507,False,Press cycle dwell time lengthened during high-volume batch.
-35571,2024-05-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.019,False,Pressure peak corresponds to oversized billet batch processing.
-35572,2024-05-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.21,False,Thermal overshoot event coincided with recipe change on furnace.
-35573,2024-05-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.651,False,Sensor signal clipping observed during startup surge.
-35574,2024-05-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.301,False,Operator reset acknowledged after red-tag inspection.
-35575,2024-05-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.283,False,Vibration harmonics broadened during extended production run.
-35576,2024-05-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.807,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35577,2024-05-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.649,False,Edge collector replayed buffered events after network recovery.
-35578,2024-05-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.696,False,Quality team requested trace review for lot 24-118B.
-35579,2024-05-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.9,False,SCADA backfill inserted two delayed telemetry points.
-35580,2024-05-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.867,False,Transient outlier matched forklift impact near cabinet wall.
-35581,2024-05-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35582,2024-05-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.534,False,Shift handoff note referenced unusual noise near press enclosure.
-35583,2024-05-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.267,False,Thermal overshoot event coincided with recipe change on furnace.
-35584,2024-05-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.591,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35585,2024-05-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.065,False,Maintenance note logged for coupling imbalance inspection.
-35586,2024-05-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.062,False,Short-lived packet loss observed at edge gateway gw-02.
-35587,2024-05-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.684,False,Sensor enclosure opened for manual calibration verification.
-35588,2024-05-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.793,False,Telemetry quality flag downgraded during sensor self-test window.
-35589,2024-05-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.299,False,Maintenance note logged for coupling imbalance inspection.
-35590,2024-05-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.637,False,Maintenance scheduler deferred calibration due to spare shortage.
-35591,2024-05-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.217,False,Quality team requested trace review for lot 24-118B.
-35592,2024-05-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.554,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35593,2024-05-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.024,False,Condensation warning cleared after dehumidifier ramp-up.
-35594,2024-05-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.309,False,Operator reported intermittent chatter on machine CNC-04.
-35595,2024-05-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.499,False,Humidity excursion near finishing booth during coating run.
-35596,2024-05-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.556,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35597,2024-05-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Humidity baseline improved after seal replacement.
-35598,2024-05-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.957,False,Operator reported intermittent chatter on machine CNC-04.
-35599,2024-05-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.269,False,Short-lived packet loss observed at edge gateway gw-02.
-35600,2024-05-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.482,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35601,2024-05-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.405,False,Packaging line stop reduced adjacent vibration background.
-35602,2024-05-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.473,False,Shift handoff note referenced unusual noise near press enclosure.
-35603,2024-05-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.014,False,Press cycle dwell time lengthened during high-volume batch.
-35604,2024-05-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.837,False,Pressure settled back to nominal after valve reseat.
-35605,2024-05-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.927,False,Vibration burst exceeds envelope during tool change cycle.
-35606,2024-05-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.147,False,Sensor battery health remains nominal after firmware update.
-35607,2024-05-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.517,False,Bearing temperature rising faster than baseline on spindle cell.
-35608,2024-05-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.486,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35609,2024-05-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.135,False,Quality team requested trace review for lot 24-118B.
-35610,2024-05-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.403,False,Sensor battery health remains nominal after firmware update.
-35611,2024-05-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.746,False,Pressure settled back to nominal after valve reseat.
-35612,2024-05-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.784,False,Temporary gateway failover completed without data loss.
-35613,2024-05-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Vibration baseline recovered after tool holder replacement.
-35614,2024-05-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.221,False,Warning threshold updated for pilot predictive-maintenance model.
-35615,2024-05-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.496,False,Air handler maintenance reduced humidity variance on finishing line.
-35616,2024-05-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.721,False,Humidity baseline improved after seal replacement.
-35617,2024-05-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.839,False,Hydraulic line pressure oscillation detected under load.
-35618,2024-05-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.932,False,Short-lived packet loss observed at edge gateway gw-02.
-35619,2024-05-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.718,False,Humidity climbed during dock-door open period in afternoon shift.
-35620,2024-05-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.731,False,Telemetry quality flag downgraded during sensor self-test window.
-35621,2024-05-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.179,False,Thermal overshoot event coincided with recipe change on furnace.
-35622,2024-05-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.277,False,Sensor battery health remains nominal after firmware update.
-35623,2024-05-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.061,False,Hydraulic line pressure oscillation detected under load.
-35624,2024-05-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.523,False,Temperature remained elevated during unscheduled overtime run.
-35625,2024-05-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.103,False,Humidity baseline improved after seal replacement.
-35626,2024-05-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.704,False,Operator reported intermittent chatter on machine CNC-04.
-35627,2024-05-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.494,False,Humidity climbed during dock-door open period in afternoon shift.
-35628,2024-05-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.852,False,SCADA backfill inserted two delayed telemetry points.
-35629,2024-05-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Short-lived packet loss observed at edge gateway gw-02.
-35630,2024-05-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.237,False,Vibration baseline recovered after tool holder replacement.
-35631,2024-05-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.529,False,Sensor enclosure opened for manual calibration verification.
-35632,2024-05-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,33.976,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35633,2024-05-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.696,False,Pressure peak corresponds to oversized billet batch processing.
-35634,2024-05-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.066,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35635,2024-05-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.824,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35636,2024-05-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.361,False,Supervisory alert generated after three consecutive threshold breaches.
-35637,2024-05-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.815,False,Transient outlier matched forklift impact near cabinet wall.
-35638,2024-05-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.104,False,Maintenance scheduler deferred calibration due to spare shortage.
-35639,2024-05-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.718,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35640,2024-05-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.15,False,Operator reported intermittent chatter on machine CNC-04.
-35641,2024-05-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.902,False,Pressure settled back to nominal after valve reseat.
-35642,2024-05-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.709,False,Coolant loop adjustment reduced chamber temperature spread.
-35643,2024-05-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Anomaly review flagged possible bearing wear progression.
-35644,2024-05-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.548,False,Temperature remained elevated during unscheduled overtime run.
-35645,2024-05-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.359,False,Dust extraction fan offline for 18 minutes on line finishing.
-35646,2024-05-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.527,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35647,2024-05-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.78,False,Sensor signal clipping observed during startup surge.
-35648,2024-05-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.99,False,Vibration baseline recovered after tool holder replacement.
-35649,2024-05-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.948,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35650,2024-05-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.317,False,Temporary gateway failover completed without data loss.
-35651,2024-05-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.608,False,Pressure line purge completed before restart authorization.
-35652,2024-05-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.188,False,Temporary gateway failover completed without data loss.
-35653,2024-05-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.777,False,Transient outlier matched forklift impact near cabinet wall.
-35654,2024-05-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.066,False,Anomaly review flagged possible bearing wear progression.
-35655,2024-05-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.163,False,Maintenance crew confirmed lubrication interval was missed.
-35656,2024-05-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.63,False,Sensor signal clipping observed during startup surge.
-35657,2024-05-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.223,False,Maintenance note logged for coupling imbalance inspection.
-35658,2024-05-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.534,False,Machine idle period extended during planned sanitation window.
-35659,2024-05-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.862,False,Vibration harmonics broadened during extended production run.
-35660,2024-05-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.041,False,Machine throughput increase drove sustained pressure uplift.
-35661,2024-05-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.074,False,SCADA backfill inserted two delayed telemetry points.
-35662,2024-05-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.049,False,Humidity baseline improved after seal replacement.
-35663,2024-05-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.923,False,Packaging line stop reduced adjacent vibration background.
-35664,2024-05-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.992,False,Sensor heartbeat delayed by one interval after gateway retry.
-35665,2024-05-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.143,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35666,2024-05-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.526,False,Telemetry quality flag downgraded during sensor self-test window.
-35667,2024-05-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.11,False,Operator reset acknowledged after red-tag inspection.
-35668,2024-05-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.696,False,Machine throughput increase drove sustained pressure uplift.
-35669,2024-05-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.097,False,Edge collector replayed buffered events after network recovery.
-35670,2024-05-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.228,False,Supervisory alert generated after three consecutive threshold breaches.
-35671,2024-05-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.006,False,Bearing temperature rising faster than baseline on spindle cell.
-35672,2024-05-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.227,False,Quality hold reduced finishing booth activity for one shift.
-35673,2024-05-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.209,False,Temperature remained elevated during unscheduled overtime run.
-35674,2024-05-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.056,False,Press cycle dwell time lengthened during high-volume batch.
-35675,2024-05-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.865,False,Transient outlier matched forklift impact near cabinet wall.
-35676,2024-05-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.869,False,Condensation warning cleared after dehumidifier ramp-up.
-35677,2024-05-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.392,False,Shift handoff note referenced unusual noise near press enclosure.
-35678,2024-05-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.958,False,Sensor heartbeat delayed by one interval after gateway retry.
-35679,2024-05-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.895,False,Quality team requested trace review for lot 24-118B.
-35680,2024-05-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.977,False,Vibration harmonics broadened during extended production run.
-35681,2024-05-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.55,False,Maintenance note logged for coupling imbalance inspection.
-35682,2024-05-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.697,False,Thermal overshoot event coincided with recipe change on furnace.
-35683,2024-05-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.864,False,Vibration burst exceeds envelope during tool change cycle.
-35684,2024-05-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.139,False,Operator reported intermittent chatter on machine CNC-04.
-35685,2024-05-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.753,False,Maintenance crew confirmed lubrication interval was missed.
-35686,2024-05-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.273,False,Coolant loop adjustment reduced chamber temperature spread.
-35687,2024-05-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.327,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35688,2024-05-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.709,False,Thermal overshoot event coincided with recipe change on furnace.
-35689,2024-05-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35690,2024-05-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.267,False,Thermal ramp exceeded expected warmup curve before shift start.
-35691,2024-05-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.004,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35692,2024-05-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.33,False,Quality team requested trace review for lot 24-118B.
-35693,2024-05-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.058,False,Pressure settled back to nominal after valve reseat.
-35694,2024-05-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.667,False,Vibration burst exceeds envelope during tool change cycle.
-35695,2024-05-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.532,False,Humidity readings track seasonal rise across late spring.
-35696,2024-05-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.512,False,Night shift startup produced higher than normal vibration floor.
-35697,2024-05-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.502,False,Temperature remained elevated during unscheduled overtime run.
-35698,2024-05-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.453,False,Condensation warning cleared after dehumidifier ramp-up.
-35699,2024-05-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.923,False,Machine idle period extended during planned sanitation window.
-35700,2024-05-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.883,False,Temperature variance narrowed after coolant nozzle cleaning.
-35701,2024-05-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.327,False,Quality hold reduced finishing booth activity for one shift.
-35702,2024-05-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.393,False,Vibration harmonics broadened during extended production run.
-35703,2024-05-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.166,False,Short-lived packet loss observed at edge gateway gw-02.
-35704,2024-05-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.913,False,Maintenance crew confirmed lubrication interval was missed.
-35705,2024-05-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.282,False,Unbalanced load introduced cyclical pressure ripple.
-35706,2024-05-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.643,False,Operator reported intermittent chatter on machine CNC-04.
-35707,2024-05-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.412,False,Maintenance note logged for coupling imbalance inspection.
-35708,2024-05-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.555,False,Maintenance crew confirmed lubrication interval was missed.
-35709,2024-05-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.2,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35710,2024-05-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.904,False,Pressure line purge completed before restart authorization.
-35711,2024-05-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.458,False,Maintenance note logged for coupling imbalance inspection.
-35712,2024-05-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.889,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35713,2024-05-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.348,False,Warning threshold updated for pilot predictive-maintenance model.
-35714,2024-05-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.012,False,SCADA backfill inserted two delayed telemetry points.
-35715,2024-05-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.929,False,SCADA backfill inserted two delayed telemetry points.
-35716,2024-05-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.714,False,Operator reset acknowledged after red-tag inspection.
-35717,2024-05-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.703,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35718,2024-05-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.322,False,Sensor signal clipping observed during startup surge.
-35719,2024-05-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.616,False,Reliability engineer tagged sample window for model retraining.
-35720,2024-05-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.535,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35721,2024-05-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.85,False,Quality hold reduced finishing booth activity for one shift.
-35722,2024-05-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.68,False,Coolant loop adjustment reduced chamber temperature spread.
-35723,2024-05-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.086,False,Humidity excursion near finishing booth during coating run.
-35724,2024-05-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.701,False,Air handler maintenance reduced humidity variance on finishing line.
-35725,2024-05-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.449,False,Sensor heartbeat delayed by one interval after gateway retry.
-35726,2024-05-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.112,False,Machine throughput increase drove sustained pressure uplift.
-35727,2024-05-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.153,False,SCADA backfill inserted two delayed telemetry points.
-35728,2024-05-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.193,False,Press cycle dwell time lengthened during high-volume batch.
-35729,2024-05-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.11,False,SCADA backfill inserted two delayed telemetry points.
-35730,2024-05-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.265,False,Machine throughput increase drove sustained pressure uplift.
-35731,2024-05-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.139,False,Operator reported intermittent chatter on machine CNC-04.
-35732,2024-05-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.009,False,Night shift startup produced higher than normal vibration floor.
-35733,2024-05-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.697,False,Quality team requested trace review for lot 24-118B.
-35734,2024-05-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.351,False,Quality hold reduced finishing booth activity for one shift.
-35735,2024-05-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.893,False,Unbalanced load introduced cyclical pressure ripple.
-35736,2024-05-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.563,False,Thermal overshoot event coincided with recipe change on furnace.
-35737,2024-05-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.038,False,Operator reported intermittent chatter on machine CNC-04.
-35738,2024-05-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.136,False,Shift handoff note referenced unusual noise near press enclosure.
-35739,2024-05-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.261,False,Sensor signal clipping observed during startup surge.
-35740,2024-05-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.061,False,Sensor enclosure opened for manual calibration verification.
-35741,2024-05-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.723,False,Operator reported intermittent chatter on machine CNC-04.
-35742,2024-05-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.705,False,Vibration burst exceeds envelope during tool change cycle.
-35743,2024-05-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.008,False,Reliability engineer tagged sample window for model retraining.
-35744,2024-05-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.693,False,Night shift startup produced higher than normal vibration floor.
-35745,2024-05-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.97,False,Machine idle period extended during planned sanitation window.
-35746,2024-05-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.075,False,Short-lived packet loss observed at edge gateway gw-02.
-35747,2024-05-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.072,False,Thermal ramp exceeded expected warmup curve before shift start.
-35748,2024-05-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.734,False,Short-lived packet loss observed at edge gateway gw-02.
-35749,2024-05-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.425,False,Humidity baseline improved after seal replacement.
-35750,2024-05-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.019,False,Humidity readings track seasonal rise across late spring.
-35751,2024-05-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.691,False,Operator reported intermittent chatter on machine CNC-04.
-35752,2024-05-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.27,False,Bearing temperature rising faster than baseline on spindle cell.
-35753,2024-05-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.849,False,Temperature variance narrowed after coolant nozzle cleaning.
-35754,2024-05-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.258,False,Pressure peak corresponds to oversized billet batch processing.
-35755,2024-05-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.324,False,Quality team requested trace review for lot 24-118B.
-35756,2024-05-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.188,False,Pressure settled back to nominal after valve reseat.
-35757,2024-05-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.04,False,Temperature variance narrowed after coolant nozzle cleaning.
-35758,2024-05-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.605,False,Shift handoff note referenced unusual noise near press enclosure.
-35759,2024-05-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.579,False,Short-lived packet loss observed at edge gateway gw-02.
-35760,2024-05-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.962,False,Bearing temperature rising faster than baseline on spindle cell.
-35761,2024-05-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Pressure peak corresponds to oversized billet batch processing.
-35762,2024-05-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.047,False,Humidity baseline improved after seal replacement.
-35763,2024-05-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.113,False,Vibration baseline recovered after tool holder replacement.
-35764,2024-05-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.387,False,Anomaly review flagged possible bearing wear progression.
-35765,2024-05-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.312,False,Supervisory alert generated after three consecutive threshold breaches.
-35766,2024-05-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.443,False,Pressure line purge completed before restart authorization.
-35767,2024-05-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.736,False,Hydraulic line pressure oscillation detected under load.
-35768,2024-05-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.914,False,Sensor heartbeat delayed by one interval after gateway retry.
-35769,2024-05-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.596,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35770,2024-05-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.995,False,Anomaly review flagged possible bearing wear progression.
-35771,2024-05-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.767,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35772,2024-05-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.005,False,Temporary gateway failover completed without data loss.
-35773,2024-05-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Anomaly review flagged possible bearing wear progression.
-35774,2024-05-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.986,False,Transient outlier matched forklift impact near cabinet wall.
-35775,2024-05-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.062,False,Quality team requested trace review for lot 24-118B.
-35776,2024-05-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.125,False,Maintenance note logged for coupling imbalance inspection.
-35777,2024-05-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.92,False,Shift handoff note referenced unusual noise near press enclosure.
-35778,2024-05-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.99,False,Thermal ramp exceeded expected warmup curve before shift start.
-35779,2024-05-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.943,False,Night shift startup produced higher than normal vibration floor.
-35780,2024-05-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.048,False,Machine idle period extended during planned sanitation window.
-35781,2024-05-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.989,False,Quality team requested trace review for lot 24-118B.
-35782,2024-05-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.171,False,Sensor signal clipping observed during startup surge.
-35783,2024-05-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.935,False,Vibration baseline recovered after tool holder replacement.
-35784,2024-05-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.489,False,Press cycle dwell time lengthened during high-volume batch.
-35785,2024-05-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.961,False,Supervisory alert generated after three consecutive threshold breaches.
-35786,2024-05-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.641,False,Dust extraction fan offline for 18 minutes on line finishing.
-35787,2024-05-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.588,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35788,2024-05-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.508,False,Quality team requested trace review for lot 24-118B.
-35789,2024-05-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.542,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35790,2024-05-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.287,False,Unbalanced load introduced cyclical pressure ripple.
-35791,2024-05-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.598,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35792,2024-05-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.15,False,Humidity baseline improved after seal replacement.
-35793,2024-05-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.726,False,Unbalanced load introduced cyclical pressure ripple.
-35794,2024-05-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.891,False,Temperature variance narrowed after coolant nozzle cleaning.
-35795,2024-05-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.446,False,Reliability engineer tagged sample window for model retraining.
-35796,2024-05-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.553,False,Transient outlier matched forklift impact near cabinet wall.
-35797,2024-05-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.304,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35798,2024-05-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.748,False,Temperature remained elevated during unscheduled overtime run.
-35799,2024-05-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.51,False,Quality team requested trace review for lot 24-118B.
-35800,2024-05-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.105,False,Thermal overshoot event coincided with recipe change on furnace.
-35801,2024-05-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.837,False,Sensor battery health remains nominal after firmware update.
-35802,2024-05-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.517,False,Vibration baseline recovered after tool holder replacement.
-35803,2024-05-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,9.402,False,Maintenance crew confirmed lubrication interval was missed.
-35804,2024-05-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.162,False,Vibration harmonics broadened during extended production run.
-35805,2024-05-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.475,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35806,2024-05-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,57.982,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35807,2024-05-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.455,False,Shift handoff note referenced unusual noise near press enclosure.
-35808,2024-05-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.141,False,Warning threshold updated for pilot predictive-maintenance model.
-35809,2024-05-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.783,False,Reliability engineer tagged sample window for model retraining.
-35810,2024-05-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.595,False,Humidity excursion near finishing booth during coating run.
-35811,2024-05-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.438,False,Temperature variance narrowed after coolant nozzle cleaning.
-35812,2024-05-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.17,False,SCADA backfill inserted two delayed telemetry points.
-35813,2024-05-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.495,False,Short-lived packet loss observed at edge gateway gw-02.
-35814,2024-05-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.61,False,Maintenance crew confirmed lubrication interval was missed.
-35815,2024-05-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.72,False,Operator reset acknowledged after red-tag inspection.
-35816,2024-05-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.193,False,Telemetry quality flag downgraded during sensor self-test window.
-35817,2024-05-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.71,False,Vibration burst exceeds envelope during tool change cycle.
-35818,2024-05-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.621,False,Sensor enclosure opened for manual calibration verification.
-35819,2024-05-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.092,False,Operator reset acknowledged after red-tag inspection.
-35820,2024-05-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.633,False,Sensor heartbeat delayed by one interval after gateway retry.
-35821,2024-05-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.922,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35822,2024-05-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.102,False,Sensor heartbeat delayed by one interval after gateway retry.
-35823,2024-05-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.23,False,Coolant loop adjustment reduced chamber temperature spread.
-35824,2024-05-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.554,False,Thermal overshoot event coincided with recipe change on furnace.
-35825,2024-05-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.474,False,Reliability engineer tagged sample window for model retraining.
-35826,2024-05-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.404,False,Humidity excursion near finishing booth during coating run.
-35827,2024-05-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,5.383,False,Quality hold reduced finishing booth activity for one shift.
-35828,2024-05-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.201,False,Thermal overshoot event coincided with recipe change on furnace.
-35829,2024-05-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.723,False,Hydraulic line pressure oscillation detected under load.
-35830,2024-05-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.472,False,Heat-treat furnace door cycling increased localized temperature spikes.
-35831,2024-05-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.181,False,Shift handoff note referenced unusual noise near press enclosure.
-35832,2024-05-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.432,False,Night shift startup produced higher than normal vibration floor.
-35833,2024-05-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.844,False,Shift handoff note referenced unusual noise near press enclosure.
-35834,2024-05-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.188,False,Machine idle period extended during planned sanitation window.
-35835,2024-05-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.854,False,Short-lived packet loss observed at edge gateway gw-02.
-35836,2024-05-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,27.932,False,Humidity readings track seasonal rise across late spring.
-35837,2024-05-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Temperature variance narrowed after coolant nozzle cleaning.
-35838,2024-05-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.118,False,Temperature variance narrowed after coolant nozzle cleaning.
-35839,2024-05-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.125,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35840,2024-05-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.963,False,Warning threshold updated for pilot predictive-maintenance model.
-35841,2024-05-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.19,False,Quality team requested trace review for lot 24-118B.
-35842,2024-05-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.294,False,Reliability engineer tagged sample window for model retraining.
-35843,2024-05-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.53,False,Humidity baseline improved after seal replacement.
-35844,2024-05-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.216,False,Calibration check overdue by 11 days for press-line transducer.
-35845,2024-05-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.276,False,Pressure settled back to nominal after valve reseat.
-35846,2024-05-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.396,False,Sensor enclosure opened for manual calibration verification.
-35847,2024-05-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.391,False,Shift handoff note referenced unusual noise near press enclosure.
-35848,2024-05-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.22,False,Unbalanced load introduced cyclical pressure ripple.
-35849,2024-05-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.709,False,Sensor signal clipping observed during startup surge.
-35850,2024-05-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.713,False,Reliability engineer tagged sample window for model retraining.
-35851,2024-05-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.447,False,Temperature variance narrowed after coolant nozzle cleaning.
-35852,2024-05-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.706,False,Coolant loop adjustment reduced chamber temperature spread.
-35853,2024-05-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.13,False,Quality hold reduced finishing booth activity for one shift.
-35854,2024-05-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.071,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35855,2024-05-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.505,False,Sensor signal clipping observed during startup surge.
-35856,2024-05-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.035,False,Thermal ramp exceeded expected warmup curve before shift start.
-35857,2024-05-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.917,False,Warning threshold updated for pilot predictive-maintenance model.
-35858,2024-05-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.822,False,Anomaly review flagged possible bearing wear progression.
-35859,2024-05-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.471,False,Temperature remained elevated during unscheduled overtime run.
-35860,2024-05-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.848,False,Pressure line purge completed before restart authorization.
-35861,2024-05-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.759,False,Sensor heartbeat delayed by one interval after gateway retry.
-35862,2024-05-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.825,False,Shift handoff note referenced unusual noise near press enclosure.
-35863,2024-05-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.689,False,Sensor enclosure opened for manual calibration verification.
-35864,2024-05-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.851,False,Bearing temperature rising faster than baseline on spindle cell.
-35865,2024-05-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.017,False,Humidity baseline improved after seal replacement.
-35866,2024-05-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.167,False,Thermal ramp exceeded expected warmup curve before shift start.
-35867,2024-05-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.476,False,Vibration harmonics broadened during extended production run.
-35868,2024-05-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.75,False,Vibration baseline recovered after tool holder replacement.
-35869,2024-05-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.503,False,Coolant loop adjustment reduced chamber temperature spread.
-35870,2024-05-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.907,False,Sensor battery health remains nominal after firmware update.
-35871,2024-05-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.538,False,Air handler maintenance reduced humidity variance on finishing line.
-35872,2024-05-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.558,False,Reliability engineer tagged sample window for model retraining.
-35873,2024-05-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.006,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35874,2024-05-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.157,False,Calibration check overdue by 11 days for press-line transducer.
-35875,2024-05-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.012,False,Pressure settled back to nominal after valve reseat.
-35876,2024-05-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.193,False,Humidity climbed during dock-door open period in afternoon shift.
-35877,2024-05-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.486,False,Quality team requested trace review for lot 24-118B.
-35878,2024-05-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.802,False,Reliability engineer tagged sample window for model retraining.
-35879,2024-05-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.966,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35880,2024-05-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.438,False,Operator reported intermittent chatter on machine CNC-04.
-35881,2024-05-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.397,False,Machine idle period extended during planned sanitation window.
-35882,2024-05-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.12,False,Supervisory alert generated after three consecutive threshold breaches.
-35883,2024-05-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.216,False,Telemetry quality flag downgraded during sensor self-test window.
-35884,2024-05-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.128,False,Night shift startup produced higher than normal vibration floor.
-35885,2024-05-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.93,False,Machine idle period extended during planned sanitation window.
-35886,2024-05-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.921,False,Press cycle dwell time lengthened during high-volume batch.
-35887,2024-05-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.81,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35888,2024-05-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.216,False,Press cycle dwell time lengthened during high-volume batch.
-35889,2024-05-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.98,False,Temperature remained elevated during unscheduled overtime run.
-35890,2024-05-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.41,False,Calibration check overdue by 11 days for press-line transducer.
-35891,2024-05-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.184,False,Machine throughput increase drove sustained pressure uplift.
-35892,2024-05-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.574,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35893,2024-05-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.577,False,Transient outlier matched forklift impact near cabinet wall.
-35894,2024-05-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.879,False,Warning threshold updated for pilot predictive-maintenance model.
-35895,2024-05-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.919,False,Operator reset acknowledged after red-tag inspection.
-35896,2024-05-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.808,False,Machine throughput increase drove sustained pressure uplift.
-35897,2024-05-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Temperature variance narrowed after coolant nozzle cleaning.
-35898,2024-05-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.297,False,Pressure settled back to nominal after valve reseat.
-35899,2024-05-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.832,False,Packaging line stop reduced adjacent vibration background.
-35900,2024-05-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.531,False,Sensor signal clipping observed during startup surge.
-35901,2024-05-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.009,False,Machine throughput increase drove sustained pressure uplift.
-35902,2024-05-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.143,False,Operator reset acknowledged after red-tag inspection.
-35903,2024-05-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.241,False,Maintenance note logged for coupling imbalance inspection.
-35904,2024-05-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.093,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35905,2024-05-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.355,False,Quality team requested trace review for lot 24-118B.
-35906,2024-05-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.297,False,Vibration burst exceeds envelope during tool change cycle.
-35907,2024-05-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.277,False,Unbalanced load introduced cyclical pressure ripple.
-35908,2024-05-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.824,False,Vibration baseline recovered after tool holder replacement.
-35909,2024-05-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.962,False,Maintenance crew confirmed lubrication interval was missed.
-35910,2024-05-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.445,False,Maintenance scheduler deferred calibration due to spare shortage.
-35911,2024-05-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.834,False,Unbalanced load introduced cyclical pressure ripple.
-35912,2024-05-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.122,False,Night shift startup produced higher than normal vibration floor.
-35913,2024-05-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.821,False,SCADA backfill inserted two delayed telemetry points.
-35914,2024-05-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.476,False,Maintenance crew confirmed lubrication interval was missed.
-35915,2024-05-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.393,False,Pressure line purge completed before restart authorization.
-35916,2024-05-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.821,False,Dust extraction fan offline for 18 minutes on line finishing.
-35917,2024-05-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.857,False,Dust extraction fan offline for 18 minutes on line finishing.
-35918,2024-05-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.438,False,Dust extraction fan offline for 18 minutes on line finishing.
-35919,2024-05-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.065,False,Ambient temperature stabilized after HVAC stage-two engagement.
-35920,2024-05-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.13,False,Operator reset acknowledged after red-tag inspection.
-35921,2024-05-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.8,False,Pressure line purge completed before restart authorization.
-35922,2024-05-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.159,False,Maintenance note logged for coupling imbalance inspection.
-35923,2024-05-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.151,False,Vibration baseline recovered after tool holder replacement.
-35924,2024-05-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.762,False,Sensor enclosure opened for manual calibration verification.
-35925,2024-05-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Sensor battery health remains nominal after firmware update.
-35926,2024-05-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.703,False,Edge collector replayed buffered events after network recovery.
-35927,2024-05-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.937,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35928,2024-05-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.881,False,Sensor battery health remains nominal after firmware update.
-35929,2024-05-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.071,False,Maintenance crew confirmed lubrication interval was missed.
-35930,2024-05-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.692,False,Quality team requested trace review for lot 24-118B.
-35931,2024-05-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.147,False,Transient outlier matched forklift impact near cabinet wall.
-35932,2024-05-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.863,False,Compressed air fluctuation introduced pressure noise for two cycles.
-35933,2024-05-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.259,False,Bearing temperature rising faster than baseline on spindle cell.
-35934,2024-05-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.773,False,Short-lived packet loss observed at edge gateway gw-02.
-35935,2024-05-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.231,False,Supervisory alert generated after three consecutive threshold breaches.
-35936,2024-05-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.517,False,Vibration baseline recovered after tool holder replacement.
-35937,2024-05-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.883,False,Dust extraction fan offline for 18 minutes on line finishing.
-35938,2024-05-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.462,False,Thermal overshoot event coincided with recipe change on furnace.
-35939,2024-05-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.107,False,Dust extraction fan offline for 18 minutes on line finishing.
-35940,2024-05-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.163,False,Maintenance crew confirmed lubrication interval was missed.
-35941,2024-05-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.866,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35942,2024-05-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.827,False,Humidity readings track seasonal rise across late spring.
-35943,2024-05-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.396,False,Temporary gateway failover completed without data loss.
-35944,2024-05-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.811,False,Vibration harmonics broadened during extended production run.
-35945,2024-05-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.858,False,Packaging line stop reduced adjacent vibration background.
-35946,2024-05-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.073,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35947,2024-05-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.053,False,Unbalanced load introduced cyclical pressure ripple.
-35948,2024-05-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.345,False,Sensor battery health remains nominal after firmware update.
-35949,2024-05-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Bearing temperature rising faster than baseline on spindle cell.
-35950,2024-05-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.576,False,Sensor signal clipping observed during startup surge.
-35951,2024-05-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.168,False,Vibration harmonics broadened during extended production run.
-35952,2024-05-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.211,False,Sensor enclosure opened for manual calibration verification.
-35953,2024-05-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.653,False,Machine throughput increase drove sustained pressure uplift.
-35954,2024-05-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.826,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-35955,2024-05-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.619,False,Maintenance crew confirmed lubrication interval was missed.
-35956,2024-05-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.381,False,Temperature variance narrowed after coolant nozzle cleaning.
-35957,2024-05-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.234,False,Bearing temperature rising faster than baseline on spindle cell.
-35958,2024-05-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.636,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35959,2024-05-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.276,False,Short-lived packet loss observed at edge gateway gw-02.
-35960,2024-05-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.829,False,Anomaly review flagged possible bearing wear progression.
-35961,2024-05-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.314,False,Bearing temperature rising faster than baseline on spindle cell.
-35962,2024-05-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.373,False,Anomaly review flagged possible bearing wear progression.
-35963,2024-05-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.475,False,Packaging line stop reduced adjacent vibration background.
-35964,2024-05-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.807,False,Shift handoff note referenced unusual noise near press enclosure.
-35965,2024-05-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.722,False,Thermal ramp exceeded expected warmup curve before shift start.
-35966,2024-05-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.379,False,Operator reported intermittent chatter on machine CNC-04.
-35967,2024-05-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35968,2024-05-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.486,False,Condensation warning cleared after dehumidifier ramp-up.
-35969,2024-05-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.987,False,Maintenance scheduler deferred calibration due to spare shortage.
-35970,2024-05-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.046,False,Sensor 3 drift suspected after cross-check with manual gauge.
-35971,2024-05-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Humidity excursion near finishing booth during coating run.
-35972,2024-05-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.04,False,Quality hold reduced finishing booth activity for one shift.
-35973,2024-05-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.138,False,Humidity baseline improved after seal replacement.
-35974,2024-05-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.837,False,Humidity baseline improved after seal replacement.
-35975,2024-05-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.18,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-35976,2024-05-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.659,False,Maintenance scheduler deferred calibration due to spare shortage.
-35977,2024-05-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.967,False,Packaging line stop reduced adjacent vibration background.
-35978,2024-05-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.392,False,Dust extraction fan offline for 18 minutes on line finishing.
-35979,2024-05-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.688,False,Hydraulic line pressure oscillation detected under load.
-35980,2024-05-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.081,False,Pressure settled back to nominal after valve reseat.
-35981,2024-05-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Sensor battery health remains nominal after firmware update.
-35982,2024-05-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.728,False,Thermal ramp exceeded expected warmup curve before shift start.
-35983,2024-05-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.959,False,Machine throughput increase drove sustained pressure uplift.
-35984,2024-05-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.544,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35985,2024-05-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.829,False,Dust extraction fan offline for 18 minutes on line finishing.
-35986,2024-05-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.684,False,Dust extraction fan offline for 18 minutes on line finishing.
-35987,2024-05-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.746,False,Unbalanced load introduced cyclical pressure ripple.
-35988,2024-05-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.362,False,Air handler maintenance reduced humidity variance on finishing line.
-35989,2024-05-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-35990,2024-05-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.24,False,Thermal overshoot event coincided with recipe change on furnace.
-35991,2024-05-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.121,False,Sensor heartbeat delayed by one interval after gateway retry.
-35992,2024-05-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.719,False,SCADA backfill inserted two delayed telemetry points.
-35993,2024-05-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.788,False,Vibration harmonics broadened during extended production run.
-35994,2024-05-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.864,False,Quality hold reduced finishing booth activity for one shift.
-35995,2024-05-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.875,False,Shift handoff note referenced unusual noise near press enclosure.
-35996,2024-05-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.157,False,Vibration burst exceeds envelope during tool change cycle.
-35997,2024-05-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.913,False,Maintenance note logged for coupling imbalance inspection.
-35998,2024-05-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.128,False,Bearing temperature rising faster than baseline on spindle cell.
-35999,2024-05-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.45,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36000,2024-05-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,56.342,False,Warning threshold updated for pilot predictive-maintenance model.
-36001,2024-05-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.079,False,Quality team requested trace review for lot 24-118B.
-36002,2024-05-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.928,False,Sensor enclosure opened for manual calibration verification.
-36003,2024-05-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.896,False,Sensor enclosure opened for manual calibration verification.
-36004,2024-05-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.857,False,Machine idle period extended during planned sanitation window.
-36005,2024-05-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.664,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36006,2024-05-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.028,False,Condensation warning cleared after dehumidifier ramp-up.
-36007,2024-05-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.795,False,Hydraulic line pressure oscillation detected under load.
-36008,2024-05-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.244,False,Temporary gateway failover completed without data loss.
-36009,2024-05-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.215,False,Bearing temperature rising faster than baseline on spindle cell.
-36010,2024-05-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.67,False,Pressure line purge completed before restart authorization.
-36011,2024-05-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.02,False,Pressure line purge completed before restart authorization.
-36012,2024-05-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.53,False,Pressure peak corresponds to oversized billet batch processing.
-36013,2024-05-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.128,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36014,2024-05-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.434,False,Sensor battery health remains nominal after firmware update.
-36015,2024-05-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.696,False,Temperature remained elevated during unscheduled overtime run.
-36016,2024-05-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.116,False,Hydraulic line pressure oscillation detected under load.
-36017,2024-05-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.741,False,Sensor battery health remains nominal after firmware update.
-36018,2024-05-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.688,False,Anomaly review flagged possible bearing wear progression.
-36019,2024-05-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.555,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36020,2024-05-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.272,False,Coolant loop adjustment reduced chamber temperature spread.
-36021,2024-05-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.399,False,Maintenance crew confirmed lubrication interval was missed.
-36022,2024-05-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.999,False,Air handler maintenance reduced humidity variance on finishing line.
-36023,2024-05-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.88,False,Machine throughput increase drove sustained pressure uplift.
-36024,2024-05-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.113,False,SCADA backfill inserted two delayed telemetry points.
-36025,2024-05-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.883,False,Supervisory alert generated after three consecutive threshold breaches.
-36026,2024-05-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.965,False,Quality team requested trace review for lot 24-118B.
-36027,2024-05-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.407,False,Humidity baseline improved after seal replacement.
-36028,2024-05-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.464,False,Machine throughput increase drove sustained pressure uplift.
-36029,2024-05-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.046,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36030,2024-05-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.427,False,Vibration baseline recovered after tool holder replacement.
-36031,2024-05-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.59,False,Reliability engineer tagged sample window for model retraining.
-36032,2024-05-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.178,False,Quality hold reduced finishing booth activity for one shift.
-36033,2024-05-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.291,False,Anomaly review flagged possible bearing wear progression.
-36034,2024-05-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,67.435,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36035,2024-05-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.753,False,Vibration harmonics broadened during extended production run.
-36036,2024-05-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.493,False,Unbalanced load introduced cyclical pressure ripple.
-36037,2024-05-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.884,False,SCADA backfill inserted two delayed telemetry points.
-36038,2024-05-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.431,False,Calibration check overdue by 11 days for press-line transducer.
-36039,2024-05-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.832,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36040,2024-05-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.089,False,Sensor heartbeat delayed by one interval after gateway retry.
-36041,2024-05-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Sensor enclosure opened for manual calibration verification.
-36042,2024-05-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.29,False,Unbalanced load introduced cyclical pressure ripple.
-36043,2024-05-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.233,False,Press cycle dwell time lengthened during high-volume batch.
-36044,2024-05-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.931,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36045,2024-05-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.698,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36046,2024-05-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.723,False,Operator reset acknowledged after red-tag inspection.
-36047,2024-05-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.491,False,SCADA backfill inserted two delayed telemetry points.
-36048,2024-05-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.606,False,SCADA backfill inserted two delayed telemetry points.
-36049,2024-05-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.095,False,Quality team requested trace review for lot 24-118B.
-36050,2024-05-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.734,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36051,2024-05-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.906,False,Air handler maintenance reduced humidity variance on finishing line.
-36052,2024-05-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.677,False,Pressure settled back to nominal after valve reseat.
-36053,2024-05-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.24,False,Machine throughput increase drove sustained pressure uplift.
-36054,2024-05-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.392,False,Pressure line purge completed before restart authorization.
-36055,2024-05-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.76,False,Pressure settled back to nominal after valve reseat.
-36056,2024-05-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.182,False,Telemetry quality flag downgraded during sensor self-test window.
-36057,2024-05-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.047,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36058,2024-05-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.62,False,Pressure peak corresponds to oversized billet batch processing.
-36059,2024-05-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.419,False,Edge collector replayed buffered events after network recovery.
-36060,2024-05-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.099,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36061,2024-05-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.399,False,Thermal overshoot event coincided with recipe change on furnace.
-36062,2024-05-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,59.206,False,Humidity baseline improved after seal replacement.
-36063,2024-05-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.031,False,Reliability engineer tagged sample window for model retraining.
-36064,2024-05-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.452,False,Temporary gateway failover completed without data loss.
-36065,2024-05-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.46,False,Humidity climbed during dock-door open period in afternoon shift.
-36066,2024-05-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.55,False,Supervisory alert generated after three consecutive threshold breaches.
-36067,2024-05-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.261,False,Packaging line stop reduced adjacent vibration background.
-36068,2024-05-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.592,False,Thermal ramp exceeded expected warmup curve before shift start.
-36069,2024-05-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.17,False,Humidity climbed during dock-door open period in afternoon shift.
-36070,2024-05-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.458,False,Hydraulic line pressure oscillation detected under load.
-36071,2024-05-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.098,False,Maintenance note logged for coupling imbalance inspection.
-36072,2024-05-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.019,False,Humidity readings track seasonal rise across late spring.
-36073,2024-05-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Quality hold reduced finishing booth activity for one shift.
-36074,2024-05-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.473,False,Humidity baseline improved after seal replacement.
-36075,2024-05-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.474,False,Quality hold reduced finishing booth activity for one shift.
-36076,2024-05-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.194,False,Sensor heartbeat delayed by one interval after gateway retry.
-36077,2024-05-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.563,False,Temperature remained elevated during unscheduled overtime run.
-36078,2024-05-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.891,False,Maintenance note logged for coupling imbalance inspection.
-36079,2024-05-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.184,False,Telemetry quality flag downgraded during sensor self-test window.
-36080,2024-05-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.539,False,Warning threshold updated for pilot predictive-maintenance model.
-36081,2024-05-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.469,False,Air handler maintenance reduced humidity variance on finishing line.
-36082,2024-05-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.955,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36083,2024-05-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.73,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36084,2024-05-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.244,False,Hydraulic line pressure oscillation detected under load.
-36085,2024-05-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.024,False,Edge collector replayed buffered events after network recovery.
-36086,2024-05-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.604,False,Temporary gateway failover completed without data loss.
-36087,2024-05-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.951,False,Machine idle period extended during planned sanitation window.
-36088,2024-05-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.969,False,Operator reset acknowledged after red-tag inspection.
-36089,2024-05-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.097,False,Humidity baseline improved after seal replacement.
-36090,2024-05-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.039,False,Sensor enclosure opened for manual calibration verification.
-36091,2024-05-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.029,False,Short-lived packet loss observed at edge gateway gw-02.
-36092,2024-05-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.588,False,Sensor battery health remains nominal after firmware update.
-36093,2024-05-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.029,False,Temperature remained elevated during unscheduled overtime run.
-36094,2024-05-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,64.874,False,Temporary gateway failover completed without data loss.
-36095,2024-05-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.382,False,Anomaly review flagged possible bearing wear progression.
-36096,2024-05-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.704,False,Operator reported intermittent chatter on machine CNC-04.
-36097,2024-05-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.672,False,Temperature variance narrowed after coolant nozzle cleaning.
-36098,2024-05-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.203,False,Temporary gateway failover completed without data loss.
-36099,2024-05-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.708,False,SCADA backfill inserted two delayed telemetry points.
-36100,2024-05-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.174,False,Vibration burst exceeds envelope during tool change cycle.
-36101,2024-05-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.741,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36102,2024-05-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.623,False,Sensor heartbeat delayed by one interval after gateway retry.
-36103,2024-05-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.735,False,Humidity readings track seasonal rise across late spring.
-36104,2024-05-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.782,False,SCADA backfill inserted two delayed telemetry points.
-36105,2024-05-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.155,False,Night shift startup produced higher than normal vibration floor.
-36106,2024-05-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.291,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36107,2024-05-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.09,False,Telemetry quality flag downgraded during sensor self-test window.
-36108,2024-05-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.392,False,Humidity excursion near finishing booth during coating run.
-36109,2024-05-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.193,False,Vibration burst exceeds envelope during tool change cycle.
-36110,2024-05-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.43,False,Pressure peak corresponds to oversized billet batch processing.
-36111,2024-05-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.318,False,Air handler maintenance reduced humidity variance on finishing line.
-36112,2024-05-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.366,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36113,2024-05-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.66,False,Temperature variance narrowed after coolant nozzle cleaning.
-36114,2024-05-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.643,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36115,2024-05-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.926,False,Maintenance note logged for coupling imbalance inspection.
-36116,2024-05-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.262,False,Machine idle period extended during planned sanitation window.
-36117,2024-05-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.176,False,Maintenance crew confirmed lubrication interval was missed.
-36118,2024-05-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.192,False,Edge collector replayed buffered events after network recovery.
-36119,2024-05-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.724,False,Sensor signal clipping observed during startup surge.
-36120,2024-05-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.986,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36121,2024-05-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,4.022,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36122,2024-05-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.621,False,Sensor battery health remains nominal after firmware update.
-36123,2024-05-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.659,False,Calibration check overdue by 11 days for press-line transducer.
-36124,2024-05-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.995,False,Hydraulic line pressure oscillation detected under load.
-36125,2024-05-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.679,False,Sensor heartbeat delayed by one interval after gateway retry.
-36126,2024-05-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.989,False,Humidity readings track seasonal rise across late spring.
-36127,2024-05-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.977,False,Operator reported intermittent chatter on machine CNC-04.
-36128,2024-05-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.176,False,Sensor heartbeat delayed by one interval after gateway retry.
-36129,2024-05-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.276,False,Coolant loop adjustment reduced chamber temperature spread.
-36130,2024-05-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.473,False,Vibration harmonics broadened during extended production run.
-36131,2024-05-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.312,False,Maintenance scheduler deferred calibration due to spare shortage.
-36132,2024-05-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.302,False,Sensor battery health remains nominal after firmware update.
-36133,2024-05-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.005,False,Sensor enclosure opened for manual calibration verification.
-36134,2024-05-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.806,False,Calibration check overdue by 11 days for press-line transducer.
-36135,2024-05-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.651,False,Bearing temperature rising faster than baseline on spindle cell.
-36136,2024-05-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.999,False,Dust extraction fan offline for 18 minutes on line finishing.
-36137,2024-05-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.574,False,SCADA backfill inserted two delayed telemetry points.
-36138,2024-05-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.472,False,Sensor signal clipping observed during startup surge.
-36139,2024-05-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.116,False,Quality team requested trace review for lot 24-118B.
-36140,2024-05-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.623,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36141,2024-05-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.002,False,Edge collector replayed buffered events after network recovery.
-36142,2024-05-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.798,False,Maintenance note logged for coupling imbalance inspection.
-36143,2024-05-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.901,False,Maintenance crew confirmed lubrication interval was missed.
-36144,2024-05-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.047,False,Thermal ramp exceeded expected warmup curve before shift start.
-36145,2024-05-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Maintenance note logged for coupling imbalance inspection.
-36146,2024-05-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.798,False,Telemetry quality flag downgraded during sensor self-test window.
-36147,2024-05-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.756,False,Operator reset acknowledged after red-tag inspection.
-36148,2024-05-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.584,False,SCADA backfill inserted two delayed telemetry points.
-36149,2024-05-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.949,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36150,2024-05-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.801,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36151,2024-05-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.614,False,Thermal ramp exceeded expected warmup curve before shift start.
-36152,2024-05-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.453,False,Sensor heartbeat delayed by one interval after gateway retry.
-36153,2024-05-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.283,False,Packaging line stop reduced adjacent vibration background.
-36154,2024-05-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.825,False,Packaging line stop reduced adjacent vibration background.
-36155,2024-05-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.454,False,Pressure peak corresponds to oversized billet batch processing.
-36156,2024-05-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.203,False,Sensor battery health remains nominal after firmware update.
-36157,2024-05-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.513,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36158,2024-05-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.55,False,Pressure line purge completed before restart authorization.
-36159,2024-05-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.997,False,Maintenance crew confirmed lubrication interval was missed.
-36160,2024-05-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.573,False,Condensation warning cleared after dehumidifier ramp-up.
-36161,2024-05-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.031,False,Transient outlier matched forklift impact near cabinet wall.
-36162,2024-05-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,56.916,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36163,2024-05-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.053,False,Night shift startup produced higher than normal vibration floor.
-36164,2024-05-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.603,False,Temperature remained elevated during unscheduled overtime run.
-36165,2024-05-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.368,False,Packaging line stop reduced adjacent vibration background.
-36166,2024-05-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.572,False,Short-lived packet loss observed at edge gateway gw-02.
-36167,2024-05-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.681,False,Temperature remained elevated during unscheduled overtime run.
-36168,2024-05-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.965,False,Pressure line purge completed before restart authorization.
-36169,2024-05-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.293,False,Quality team requested trace review for lot 24-118B.
-36170,2024-05-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.361,False,Sensor enclosure opened for manual calibration verification.
-36171,2024-05-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.854,False,Unbalanced load introduced cyclical pressure ripple.
-36172,2024-05-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.122,False,Night shift startup produced higher than normal vibration floor.
-36173,2024-05-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.853,False,Warning threshold updated for pilot predictive-maintenance model.
-36174,2024-05-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.236,False,Packaging line stop reduced adjacent vibration background.
-36175,2024-05-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.706,False,Hydraulic line pressure oscillation detected under load.
-36176,2024-05-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.543,False,Machine idle period extended during planned sanitation window.
-36177,2024-05-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.096,False,Temperature remained elevated during unscheduled overtime run.
-36178,2024-05-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.617,False,Operator reset acknowledged after red-tag inspection.
-36179,2024-05-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.233,False,Pressure line purge completed before restart authorization.
-36180,2024-05-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.467,False,Reliability engineer tagged sample window for model retraining.
-36181,2024-05-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.973,False,Sensor heartbeat delayed by one interval after gateway retry.
-36182,2024-05-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.691,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36183,2024-05-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.415,False,Transient outlier matched forklift impact near cabinet wall.
-36184,2024-05-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.663,False,Maintenance note logged for coupling imbalance inspection.
-36185,2024-05-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.495,False,Coolant loop adjustment reduced chamber temperature spread.
-36186,2024-05-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,52.416,False,Short-lived packet loss observed at edge gateway gw-02.
-36187,2024-05-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.995,False,Temperature remained elevated during unscheduled overtime run.
-36188,2024-05-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.127,False,Vibration burst exceeds envelope during tool change cycle.
-36189,2024-05-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.653,False,Thermal ramp exceeded expected warmup curve before shift start.
-36190,2024-05-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.328,False,Vibration burst exceeds envelope during tool change cycle.
-36191,2024-05-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.856,False,Reliability engineer tagged sample window for model retraining.
-36192,2024-05-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.185,False,Vibration baseline recovered after tool holder replacement.
-36193,2024-05-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.383,False,Reliability engineer tagged sample window for model retraining.
-36194,2024-05-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.829,False,Warning threshold updated for pilot predictive-maintenance model.
-36195,2024-05-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.498,False,Sensor heartbeat delayed by one interval after gateway retry.
-36196,2024-05-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.081,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36197,2024-05-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.39,False,Warning threshold updated for pilot predictive-maintenance model.
-36198,2024-05-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.106,False,Anomaly review flagged possible bearing wear progression.
-36199,2024-05-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.244,False,Humidity excursion near finishing booth during coating run.
-36200,2024-05-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.458,False,Humidity excursion near finishing booth during coating run.
-36201,2024-05-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.92,False,Sensor heartbeat delayed by one interval after gateway retry.
-36202,2024-05-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.616,False,Coolant loop adjustment reduced chamber temperature spread.
-36203,2024-05-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.249,False,Machine throughput increase drove sustained pressure uplift.
-36204,2024-05-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.034,False,Reliability engineer tagged sample window for model retraining.
-36205,2024-05-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.83,False,SCADA backfill inserted two delayed telemetry points.
-36206,2024-05-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.247,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36207,2024-05-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.125,False,Thermal overshoot event coincided with recipe change on furnace.
-36208,2024-05-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.154,False,Pressure peak corresponds to oversized billet batch processing.
-36209,2024-05-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.481,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36210,2024-05-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.212,False,Coolant loop adjustment reduced chamber temperature spread.
-36211,2024-05-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.971,False,Sensor heartbeat delayed by one interval after gateway retry.
-36212,2024-05-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.308,False,Sensor heartbeat delayed by one interval after gateway retry.
-36213,2024-05-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.778,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36214,2024-05-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.819,False,Sensor heartbeat delayed by one interval after gateway retry.
-36215,2024-05-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.142,False,Humidity climbed during dock-door open period in afternoon shift.
-36216,2024-05-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.722,False,Air handler maintenance reduced humidity variance on finishing line.
-36217,2024-05-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.764,False,Maintenance crew confirmed lubrication interval was missed.
-36218,2024-05-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.614,False,Sensor enclosure opened for manual calibration verification.
-36219,2024-05-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.747,False,Thermal ramp exceeded expected warmup curve before shift start.
-36220,2024-05-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.242,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36221,2024-05-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.951,False,Pressure settled back to nominal after valve reseat.
-36222,2024-05-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.324,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36223,2024-05-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.731,False,Humidity readings track seasonal rise across late spring.
-36224,2024-05-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.15,False,Temperature variance narrowed after coolant nozzle cleaning.
-36225,2024-05-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.791,False,Coolant loop adjustment reduced chamber temperature spread.
-36226,2024-05-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.476,False,Maintenance note logged for coupling imbalance inspection.
-36227,2024-05-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.178,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36228,2024-05-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.415,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36229,2024-05-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.429,False,Temperature variance narrowed after coolant nozzle cleaning.
-36230,2024-05-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.069,False,Maintenance note logged for coupling imbalance inspection.
-36231,2024-05-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Pressure settled back to nominal after valve reseat.
-36232,2024-05-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.078,False,Temporary gateway failover completed without data loss.
-36233,2024-05-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.152,False,Sensor battery health remains nominal after firmware update.
-36234,2024-05-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.511,False,Temporary gateway failover completed without data loss.
-36235,2024-05-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.491,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36236,2024-05-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.15,False,Shift handoff note referenced unusual noise near press enclosure.
-36237,2024-05-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.985,False,Humidity climbed during dock-door open period in afternoon shift.
-36238,2024-05-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.017,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36239,2024-05-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.458,False,Thermal overshoot event coincided with recipe change on furnace.
-36240,2024-05-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.049,False,Thermal ramp exceeded expected warmup curve before shift start.
-36241,2024-05-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.261,False,Operator reset acknowledged after red-tag inspection.
-36242,2024-05-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.697,False,Machine idle period extended during planned sanitation window.
-36243,2024-05-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.626,False,Calibration check overdue by 11 days for press-line transducer.
-36244,2024-05-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.962,False,Warning threshold updated for pilot predictive-maintenance model.
-36245,2024-05-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.022,False,Pressure settled back to nominal after valve reseat.
-36246,2024-05-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.43,False,Operator reset acknowledged after red-tag inspection.
-36247,2024-05-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.927,False,Bearing temperature rising faster than baseline on spindle cell.
-36248,2024-05-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.107,False,Maintenance crew confirmed lubrication interval was missed.
-36249,2024-05-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.898,False,Temperature variance narrowed after coolant nozzle cleaning.
-36250,2024-05-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.419,False,Hydraulic line pressure oscillation detected under load.
-36251,2024-05-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.16,False,Sensor signal clipping observed during startup surge.
-36252,2024-05-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.554,False,Warning threshold updated for pilot predictive-maintenance model.
-36253,2024-05-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.345,False,Quality team requested trace review for lot 24-118B.
-36254,2024-05-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.196,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36255,2024-05-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.147,False,Thermal overshoot event coincided with recipe change on furnace.
-36256,2024-05-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.048,False,Temperature variance narrowed after coolant nozzle cleaning.
-36257,2024-05-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.571,False,Supervisory alert generated after three consecutive threshold breaches.
-36258,2024-05-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.481,False,Pressure line purge completed before restart authorization.
-36259,2024-05-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.332,False,Temperature variance narrowed after coolant nozzle cleaning.
-36260,2024-05-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.361,False,Warning threshold updated for pilot predictive-maintenance model.
-36261,2024-05-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Packaging line stop reduced adjacent vibration background.
-36262,2024-05-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.511,False,Condensation warning cleared after dehumidifier ramp-up.
-36263,2024-05-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.7,False,Sensor enclosure opened for manual calibration verification.
-36264,2024-05-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.457,False,Unbalanced load introduced cyclical pressure ripple.
-36265,2024-05-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.525,False,Pressure line purge completed before restart authorization.
-36266,2024-05-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.295,False,Air handler maintenance reduced humidity variance on finishing line.
-36267,2024-05-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.803,False,Maintenance crew confirmed lubrication interval was missed.
-36268,2024-05-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.778,False,Condensation warning cleared after dehumidifier ramp-up.
-36269,2024-05-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Thermal overshoot event coincided with recipe change on furnace.
-36270,2024-05-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.025,False,Temporary gateway failover completed without data loss.
-36271,2024-05-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.333,False,Pressure line purge completed before restart authorization.
-36272,2024-05-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.788,False,Thermal overshoot event coincided with recipe change on furnace.
-36273,2024-05-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.627,False,Sensor battery health remains nominal after firmware update.
-36274,2024-05-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.5,False,Quality team requested trace review for lot 24-118B.
-36275,2024-05-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.032,False,Night shift startup produced higher than normal vibration floor.
-36276,2024-05-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.511,False,Hydraulic line pressure oscillation detected under load.
-36277,2024-05-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.215,False,Coolant loop adjustment reduced chamber temperature spread.
-36278,2024-05-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.924,False,Dust extraction fan offline for 18 minutes on line finishing.
-36279,2024-05-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.111,False,Maintenance scheduler deferred calibration due to spare shortage.
-36280,2024-05-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.956,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36281,2024-05-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.152,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36282,2024-05-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.768,False,Supervisory alert generated after three consecutive threshold breaches.
-36283,2024-05-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.222,False,Temporary gateway failover completed without data loss.
-36284,2024-05-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.931,False,Thermal ramp exceeded expected warmup curve before shift start.
-36285,2024-05-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.98,False,Anomaly review flagged possible bearing wear progression.
-36286,2024-05-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.366,False,Hydraulic line pressure oscillation detected under load.
-36287,2024-05-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.592,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36288,2024-05-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.757,False,Calibration check overdue by 11 days for press-line transducer.
-36289,2024-05-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Vibration baseline recovered after tool holder replacement.
-36290,2024-05-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.904,False,Sensor signal clipping observed during startup surge.
-36291,2024-05-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.739,False,Telemetry quality flag downgraded during sensor self-test window.
-36292,2024-05-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.232,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36293,2024-05-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.523,False,Maintenance scheduler deferred calibration due to spare shortage.
-36294,2024-05-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.397,False,Temporary gateway failover completed without data loss.
-36295,2024-05-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.392,False,Thermal overshoot event coincided with recipe change on furnace.
-36296,2024-05-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.762,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36297,2024-05-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.946,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36298,2024-05-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.439,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36299,2024-05-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.426,False,Temporary gateway failover completed without data loss.
-36300,2024-05-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.229,False,Thermal overshoot event coincided with recipe change on furnace.
-36301,2024-05-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.025,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36302,2024-05-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.034,False,Packaging line stop reduced adjacent vibration background.
-36303,2024-05-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.444,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36304,2024-05-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.604,False,Bearing temperature rising faster than baseline on spindle cell.
-36305,2024-05-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.463,False,Warning threshold updated for pilot predictive-maintenance model.
-36306,2024-05-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.531,False,Unbalanced load introduced cyclical pressure ripple.
-36307,2024-05-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.85,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36308,2024-05-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.026,False,Bearing temperature rising faster than baseline on spindle cell.
-36309,2024-05-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Operator reported intermittent chatter on machine CNC-04.
-36310,2024-05-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.22,False,Warning threshold updated for pilot predictive-maintenance model.
-36311,2024-05-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.646,False,Humidity readings track seasonal rise across late spring.
-36312,2024-05-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.186,False,Operator reset acknowledged after red-tag inspection.
-36313,2024-05-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.368,False,Pressure peak corresponds to oversized billet batch processing.
-36314,2024-05-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.166,False,Sensor battery health remains nominal after firmware update.
-36315,2024-05-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36316,2024-05-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.777,False,Humidity readings track seasonal rise across late spring.
-36317,2024-05-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.931,False,Shift handoff note referenced unusual noise near press enclosure.
-36318,2024-05-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.803,False,Packaging line stop reduced adjacent vibration background.
-36319,2024-05-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.41,False,Quality team requested trace review for lot 24-118B.
-36320,2024-05-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.789,False,Temperature variance narrowed after coolant nozzle cleaning.
-36321,2024-05-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.161,False,Bearing temperature rising faster than baseline on spindle cell.
-36322,2024-05-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.531,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36323,2024-05-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.059,False,Humidity baseline improved after seal replacement.
-36324,2024-05-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.238,False,Sensor battery health remains nominal after firmware update.
-36325,2024-05-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.485,False,Vibration baseline recovered after tool holder replacement.
-36326,2024-05-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.173,False,Night shift startup produced higher than normal vibration floor.
-36327,2024-05-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.218,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36328,2024-05-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.245,False,Unbalanced load introduced cyclical pressure ripple.
-36329,2024-05-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.538,False,Hydraulic line pressure oscillation detected under load.
-36330,2024-05-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.668,False,Sensor enclosure opened for manual calibration verification.
-36331,2024-05-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Dust extraction fan offline for 18 minutes on line finishing.
-36332,2024-05-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.547,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36333,2024-05-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.853,False,Operator reported intermittent chatter on machine CNC-04.
-36334,2024-05-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.953,False,Pressure line purge completed before restart authorization.
-36335,2024-05-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.777,False,Operator reported intermittent chatter on machine CNC-04.
-36336,2024-05-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.197,False,Shift handoff note referenced unusual noise near press enclosure.
-36337,2024-05-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.943,False,Vibration baseline recovered after tool holder replacement.
-36338,2024-05-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.015,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36339,2024-05-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.664,False,Quality team requested trace review for lot 24-118B.
-36340,2024-05-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.388,False,Dust extraction fan offline for 18 minutes on line finishing.
-36341,2024-05-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.29,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36342,2024-05-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.622,False,Condensation warning cleared after dehumidifier ramp-up.
-36343,2024-05-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.693,False,Maintenance scheduler deferred calibration due to spare shortage.
-36344,2024-05-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.934,False,Telemetry quality flag downgraded during sensor self-test window.
-36345,2024-05-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.836,False,Temperature variance narrowed after coolant nozzle cleaning.
-36346,2024-05-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.462,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36347,2024-05-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.565,False,Anomaly review flagged possible bearing wear progression.
-36348,2024-05-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.434,False,Dust extraction fan offline for 18 minutes on line finishing.
-36349,2024-05-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.136,False,Short-lived packet loss observed at edge gateway gw-02.
-36350,2024-05-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.814,False,Telemetry quality flag downgraded during sensor self-test window.
-36351,2024-05-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.165,False,Quality hold reduced finishing booth activity for one shift.
-36352,2024-05-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.397,False,Quality team requested trace review for lot 24-118B.
-36353,2024-05-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.321,False,Shift handoff note referenced unusual noise near press enclosure.
-36354,2024-05-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.255,False,Quality team requested trace review for lot 24-118B.
-36355,2024-05-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.157,False,Hydraulic line pressure oscillation detected under load.
-36356,2024-05-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.735,False,Air handler maintenance reduced humidity variance on finishing line.
-36357,2024-05-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.767,False,Vibration harmonics broadened during extended production run.
-36358,2024-05-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.162,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36359,2024-05-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.643,False,Temperature variance narrowed after coolant nozzle cleaning.
-36360,2024-05-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.5,False,Edge collector replayed buffered events after network recovery.
-36361,2024-05-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.727,False,Supervisory alert generated after three consecutive threshold breaches.
-36362,2024-05-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.996,False,Maintenance scheduler deferred calibration due to spare shortage.
-36363,2024-05-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.742,False,Warning threshold updated for pilot predictive-maintenance model.
-36364,2024-05-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.734,False,Pressure peak corresponds to oversized billet batch processing.
-36365,2024-05-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.553,False,Telemetry quality flag downgraded during sensor self-test window.
-36366,2024-05-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.609,False,Quality team requested trace review for lot 24-118B.
-36367,2024-05-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36368,2024-05-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.519,False,Pressure peak corresponds to oversized billet batch processing.
-36369,2024-05-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.542,False,Dust extraction fan offline for 18 minutes on line finishing.
-36370,2024-05-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.432,False,Humidity climbed during dock-door open period in afternoon shift.
-36371,2024-05-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.673,False,Pressure settled back to nominal after valve reseat.
-36372,2024-05-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.79,False,Maintenance crew confirmed lubrication interval was missed.
-36373,2024-05-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.275,False,Edge collector replayed buffered events after network recovery.
-36374,2024-05-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.754,False,Operator reported intermittent chatter on machine CNC-04.
-36375,2024-05-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.947,False,SCADA backfill inserted two delayed telemetry points.
-36376,2024-05-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.183,False,Telemetry quality flag downgraded during sensor self-test window.
-36377,2024-05-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.634,False,Quality hold reduced finishing booth activity for one shift.
-36378,2024-05-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,60.674,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36379,2024-05-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Anomaly review flagged possible bearing wear progression.
-36380,2024-05-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.265,False,Air handler maintenance reduced humidity variance on finishing line.
-36381,2024-05-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.123,False,Temporary gateway failover completed without data loss.
-36382,2024-05-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.592,False,Night shift startup produced higher than normal vibration floor.
-36383,2024-05-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.243,False,Quality team requested trace review for lot 24-118B.
-36384,2024-05-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.169,False,Maintenance note logged for coupling imbalance inspection.
-36385,2024-05-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.695,False,Humidity excursion near finishing booth during coating run.
-36386,2024-05-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.569,False,Thermal ramp exceeded expected warmup curve before shift start.
-36387,2024-05-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.177,False,Supervisory alert generated after three consecutive threshold breaches.
-36388,2024-05-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.186,False,Night shift startup produced higher than normal vibration floor.
-36389,2024-05-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.234,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36390,2024-05-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.559,False,Machine throughput increase drove sustained pressure uplift.
-36391,2024-05-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.912,False,Press cycle dwell time lengthened during high-volume batch.
-36392,2024-05-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.252,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36393,2024-05-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.795,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36394,2024-05-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.152,False,Calibration check overdue by 11 days for press-line transducer.
-36395,2024-05-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.426,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36396,2024-05-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.585,False,Pressure line purge completed before restart authorization.
-36397,2024-05-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.799,False,Dust extraction fan offline for 18 minutes on line finishing.
-36398,2024-05-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.756,False,Maintenance scheduler deferred calibration due to spare shortage.
-36399,2024-05-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.659,False,Hydraulic line pressure oscillation detected under load.
-36400,2024-05-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.192,False,Press cycle dwell time lengthened during high-volume batch.
-36401,2024-05-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.032,False,Packaging line stop reduced adjacent vibration background.
-36402,2024-05-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.569,False,Machine throughput increase drove sustained pressure uplift.
-36403,2024-05-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.531,False,Night shift startup produced higher than normal vibration floor.
-36404,2024-05-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.572,False,Coolant loop adjustment reduced chamber temperature spread.
-36405,2024-05-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Supervisory alert generated after three consecutive threshold breaches.
-36406,2024-05-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.179,False,Supervisory alert generated after three consecutive threshold breaches.
-36407,2024-05-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,SCADA backfill inserted two delayed telemetry points.
-36408,2024-05-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.858,False,Air handler maintenance reduced humidity variance on finishing line.
-36409,2024-05-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.203,False,Bearing temperature rising faster than baseline on spindle cell.
-36410,2024-05-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.873,False,Press cycle dwell time lengthened during high-volume batch.
-36411,2024-05-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Sensor battery health remains nominal after firmware update.
-36412,2024-05-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.751,False,Vibration burst exceeds envelope during tool change cycle.
-36413,2024-05-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.463,False,Shift handoff note referenced unusual noise near press enclosure.
-36414,2024-05-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.53,False,Quality hold reduced finishing booth activity for one shift.
-36415,2024-05-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.472,False,Press cycle dwell time lengthened during high-volume batch.
-36416,2024-05-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.96,False,Operator reset acknowledged after red-tag inspection.
-36417,2024-05-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.362,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36418,2024-05-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.824,False,Short-lived packet loss observed at edge gateway gw-02.
-36419,2024-05-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.056,False,Maintenance note logged for coupling imbalance inspection.
-36420,2024-05-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.845,False,Pressure line purge completed before restart authorization.
-36421,2024-05-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.749,False,SCADA backfill inserted two delayed telemetry points.
-36422,2024-05-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.457,False,Dust extraction fan offline for 18 minutes on line finishing.
-36423,2024-05-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.188,False,Press cycle dwell time lengthened during high-volume batch.
-36424,2024-05-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.477,False,Humidity excursion near finishing booth during coating run.
-36425,2024-05-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.016,False,Unbalanced load introduced cyclical pressure ripple.
-36426,2024-05-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.992,False,Supervisory alert generated after three consecutive threshold breaches.
-36427,2024-05-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.647,False,Pressure line purge completed before restart authorization.
-36428,2024-05-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.696,False,Sensor battery health remains nominal after firmware update.
-36429,2024-05-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.4,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36430,2024-05-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.995,False,Press cycle dwell time lengthened during high-volume batch.
-36431,2024-05-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.303,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36432,2024-05-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.856,False,Machine throughput increase drove sustained pressure uplift.
-36433,2024-05-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Operator reset acknowledged after red-tag inspection.
-36434,2024-05-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.169,False,Temporary gateway failover completed without data loss.
-36435,2024-05-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.118,False,Press cycle dwell time lengthened during high-volume batch.
-36436,2024-05-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.27,False,Thermal overshoot event coincided with recipe change on furnace.
-36437,2024-05-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.048,False,Quality team requested trace review for lot 24-118B.
-36438,2024-05-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.288,False,Maintenance scheduler deferred calibration due to spare shortage.
-36439,2024-05-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Bearing temperature rising faster than baseline on spindle cell.
-36440,2024-05-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.829,False,Press cycle dwell time lengthened during high-volume batch.
-36441,2024-05-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.412,False,Temporary gateway failover completed without data loss.
-36442,2024-05-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.013,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36443,2024-05-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.734,False,Operator reported intermittent chatter on machine CNC-04.
-36444,2024-05-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.464,False,Vibration harmonics broadened during extended production run.
-36445,2024-05-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Edge collector replayed buffered events after network recovery.
-36446,2024-05-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.027,False,Pressure peak corresponds to oversized billet batch processing.
-36447,2024-05-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.394,False,Sensor signal clipping observed during startup surge.
-36448,2024-05-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.952,False,Quality hold reduced finishing booth activity for one shift.
-36449,2024-05-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.997,False,Transient outlier matched forklift impact near cabinet wall.
-36450,2024-05-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.784,False,Pressure peak corresponds to oversized billet batch processing.
-36451,2024-05-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.314,False,Reliability engineer tagged sample window for model retraining.
-36452,2024-05-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.041,False,Humidity excursion near finishing booth during coating run.
-36453,2024-05-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.296,False,Press cycle dwell time lengthened during high-volume batch.
-36454,2024-05-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.496,False,Maintenance note logged for coupling imbalance inspection.
-36455,2024-05-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.078,False,Anomaly review flagged possible bearing wear progression.
-36456,2024-05-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.711,False,Humidity excursion near finishing booth during coating run.
-36457,2024-05-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Dust extraction fan offline for 18 minutes on line finishing.
-36458,2024-05-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.012,False,Air handler maintenance reduced humidity variance on finishing line.
-36459,2024-05-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.231,False,Sensor battery health remains nominal after firmware update.
-36460,2024-05-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.127,False,Unbalanced load introduced cyclical pressure ripple.
-36461,2024-05-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.476,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36462,2024-05-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.524,False,Temperature remained elevated during unscheduled overtime run.
-36463,2024-05-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.859,False,Edge collector replayed buffered events after network recovery.
-36464,2024-05-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.799,False,Humidity climbed during dock-door open period in afternoon shift.
-36465,2024-05-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.533,False,Temporary gateway failover completed without data loss.
-36466,2024-05-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.164,False,Telemetry quality flag downgraded during sensor self-test window.
-36467,2024-05-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.808,False,Quality team requested trace review for lot 24-118B.
-36468,2024-05-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.025,False,Sensor heartbeat delayed by one interval after gateway retry.
-36469,2024-05-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.927,False,Maintenance scheduler deferred calibration due to spare shortage.
-36470,2024-05-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,56.565,False,Pressure peak corresponds to oversized billet batch processing.
-36471,2024-05-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36472,2024-05-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.26,False,Vibration burst exceeds envelope during tool change cycle.
-36473,2024-05-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.424,False,Temperature remained elevated during unscheduled overtime run.
-36474,2024-05-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.057,False,Calibration check overdue by 11 days for press-line transducer.
-36475,2024-05-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.49,False,Anomaly review flagged possible bearing wear progression.
-36476,2024-05-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.932,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36477,2024-05-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.829,False,Quality hold reduced finishing booth activity for one shift.
-36478,2024-05-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.493,False,Thermal overshoot event coincided with recipe change on furnace.
-36479,2024-05-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.838,False,Humidity readings track seasonal rise across late spring.
-36480,2024-05-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.502,False,Sensor heartbeat delayed by one interval after gateway retry.
-36481,2024-05-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.626,False,Short-lived packet loss observed at edge gateway gw-02.
-36482,2024-05-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.937,False,Humidity excursion near finishing booth during coating run.
-36483,2024-05-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.402,False,SCADA backfill inserted two delayed telemetry points.
-36484,2024-05-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.533,False,Packaging line stop reduced adjacent vibration background.
-36485,2024-05-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.751,False,Dust extraction fan offline for 18 minutes on line finishing.
-36486,2024-05-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.671,False,Sensor signal clipping observed during startup surge.
-36487,2024-05-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.435,False,Unbalanced load introduced cyclical pressure ripple.
-36488,2024-05-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.028,False,Humidity readings track seasonal rise across late spring.
-36489,2024-05-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.272,False,Sensor enclosure opened for manual calibration verification.
-36490,2024-05-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.306,False,Humidity excursion near finishing booth during coating run.
-36491,2024-05-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.514,False,Press cycle dwell time lengthened during high-volume batch.
-36492,2024-05-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.488,False,Humidity climbed during dock-door open period in afternoon shift.
-36493,2024-05-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.924,False,Anomaly review flagged possible bearing wear progression.
-36494,2024-05-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.357,False,Packaging line stop reduced adjacent vibration background.
-36495,2024-05-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.787,False,Vibration baseline recovered after tool holder replacement.
-36496,2024-05-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.131,False,Maintenance scheduler deferred calibration due to spare shortage.
-36497,2024-05-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.716,False,Sensor signal clipping observed during startup surge.
-36498,2024-05-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.199,False,Maintenance note logged for coupling imbalance inspection.
-36499,2024-05-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.845,False,Maintenance crew confirmed lubrication interval was missed.
-36500,2024-05-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.642,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36501,2024-05-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.256,False,Sensor heartbeat delayed by one interval after gateway retry.
-36502,2024-05-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.09,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36503,2024-05-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.196,False,Dust extraction fan offline for 18 minutes on line finishing.
-36504,2024-05-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.759,False,Vibration burst exceeds envelope during tool change cycle.
-36505,2024-05-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.457,False,Vibration burst exceeds envelope during tool change cycle.
-36506,2024-05-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.321,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36507,2024-05-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.218,False,Air handler maintenance reduced humidity variance on finishing line.
-36508,2024-05-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.879,False,Machine throughput increase drove sustained pressure uplift.
-36509,2024-05-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.618,False,Unbalanced load introduced cyclical pressure ripple.
-36510,2024-05-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.099,False,Reliability engineer tagged sample window for model retraining.
-36511,2024-05-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Thermal ramp exceeded expected warmup curve before shift start.
-36512,2024-05-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.63,False,Bearing temperature rising faster than baseline on spindle cell.
-36513,2024-05-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.553,False,Humidity climbed during dock-door open period in afternoon shift.
-36514,2024-05-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.965,False,Vibration burst exceeds envelope during tool change cycle.
-36515,2024-05-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36516,2024-05-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.714,False,Humidity excursion near finishing booth during coating run.
-36517,2024-05-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.677,False,Operator reset acknowledged after red-tag inspection.
-36518,2024-05-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.975,False,Operator reset acknowledged after red-tag inspection.
-36519,2024-05-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.771,False,Maintenance scheduler deferred calibration due to spare shortage.
-36520,2024-05-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.954,False,Temperature remained elevated during unscheduled overtime run.
-36521,2024-05-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.123,False,Vibration baseline recovered after tool holder replacement.
-36522,2024-05-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,53.416,False,Coolant loop adjustment reduced chamber temperature spread.
-36523,2024-05-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.627,False,Supervisory alert generated after three consecutive threshold breaches.
-36524,2024-05-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.785,False,Transient outlier matched forklift impact near cabinet wall.
-36525,2024-05-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.122,False,Sensor signal clipping observed during startup surge.
-36526,2024-05-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.835,False,Vibration burst exceeds envelope during tool change cycle.
-36527,2024-05-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.438,False,Thermal overshoot event coincided with recipe change on furnace.
-36528,2024-05-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.877,False,Thermal overshoot event coincided with recipe change on furnace.
-36529,2024-05-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.055,False,Unbalanced load introduced cyclical pressure ripple.
-36530,2024-05-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.219,False,Humidity baseline improved after seal replacement.
-36531,2024-05-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.241,False,Condensation warning cleared after dehumidifier ramp-up.
-36532,2024-05-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.609,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36533,2024-05-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.415,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36534,2024-05-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.366,False,SCADA backfill inserted two delayed telemetry points.
-36535,2024-05-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.467,False,Thermal ramp exceeded expected warmup curve before shift start.
-36536,2024-05-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.863,False,Calibration check overdue by 11 days for press-line transducer.
-36537,2024-05-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.062,False,Pressure peak corresponds to oversized billet batch processing.
-36538,2024-05-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.016,False,SCADA backfill inserted two delayed telemetry points.
-36539,2024-05-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.541,False,Machine idle period extended during planned sanitation window.
-36540,2024-05-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.972,False,Maintenance crew confirmed lubrication interval was missed.
-36541,2024-05-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.585,False,Humidity climbed during dock-door open period in afternoon shift.
-36542,2024-05-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.687,False,Humidity readings track seasonal rise across late spring.
-36543,2024-05-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.043,False,Short-lived packet loss observed at edge gateway gw-02.
-36544,2024-05-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.66,False,Maintenance crew confirmed lubrication interval was missed.
-36545,2024-05-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.314,False,Humidity excursion near finishing booth during coating run.
-36546,2024-05-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.844,False,Machine throughput increase drove sustained pressure uplift.
-36547,2024-05-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.715,False,Humidity climbed during dock-door open period in afternoon shift.
-36548,2024-05-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.136,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36549,2024-05-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.153,False,Bearing temperature rising faster than baseline on spindle cell.
-36550,2024-05-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.38,False,Temperature variance narrowed after coolant nozzle cleaning.
-36551,2024-05-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.233,False,Humidity baseline improved after seal replacement.
-36552,2024-05-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.714,False,Night shift startup produced higher than normal vibration floor.
-36553,2024-05-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.252,False,Sensor battery health remains nominal after firmware update.
-36554,2024-05-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.067,False,Sensor battery health remains nominal after firmware update.
-36555,2024-05-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.135,False,Night shift startup produced higher than normal vibration floor.
-36556,2024-05-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.733,False,Maintenance note logged for coupling imbalance inspection.
-36557,2024-05-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.39,False,Maintenance note logged for coupling imbalance inspection.
-36558,2024-05-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.608,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36559,2024-05-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.27,False,Sensor heartbeat delayed by one interval after gateway retry.
-36560,2024-05-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.007,False,Transient outlier matched forklift impact near cabinet wall.
-36561,2024-05-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.388,False,Maintenance scheduler deferred calibration due to spare shortage.
-36562,2024-05-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.831,False,Pressure line purge completed before restart authorization.
-36563,2024-05-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.273,False,Supervisory alert generated after three consecutive threshold breaches.
-36564,2024-05-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.553,False,Transient outlier matched forklift impact near cabinet wall.
-36565,2024-05-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.588,False,Condensation warning cleared after dehumidifier ramp-up.
-36566,2024-05-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.973,False,Quality team requested trace review for lot 24-118B.
-36567,2024-05-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Sensor signal clipping observed during startup surge.
-36568,2024-05-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.902,False,Temporary gateway failover completed without data loss.
-36569,2024-05-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.622,False,Unbalanced load introduced cyclical pressure ripple.
-36570,2024-05-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.002,False,Pressure line purge completed before restart authorization.
-36571,2024-05-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.265,False,Vibration burst exceeds envelope during tool change cycle.
-36572,2024-05-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.286,False,Anomaly review flagged possible bearing wear progression.
-36573,2024-05-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Humidity baseline improved after seal replacement.
-36574,2024-05-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.492,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36575,2024-05-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.149,False,Edge collector replayed buffered events after network recovery.
-36576,2024-05-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.478,False,Thermal overshoot event coincided with recipe change on furnace.
-36577,2024-05-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.523,False,Short-lived packet loss observed at edge gateway gw-02.
-36578,2024-05-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.456,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36579,2024-05-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.462,False,Telemetry quality flag downgraded during sensor self-test window.
-36580,2024-05-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.703,False,Thermal overshoot event coincided with recipe change on furnace.
-36581,2024-05-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.123,False,Pressure settled back to nominal after valve reseat.
-36582,2024-05-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.905,False,Anomaly review flagged possible bearing wear progression.
-36583,2024-05-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.882,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36584,2024-05-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.312,False,Temperature remained elevated during unscheduled overtime run.
-36585,2024-05-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.185,False,Vibration harmonics broadened during extended production run.
-36586,2024-05-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.047,False,Humidity readings track seasonal rise across late spring.
-36587,2024-05-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.702,False,Sensor enclosure opened for manual calibration verification.
-36588,2024-05-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.921,False,Operator reset acknowledged after red-tag inspection.
-36589,2024-05-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.674,False,Anomaly review flagged possible bearing wear progression.
-36590,2024-05-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.761,False,Telemetry quality flag downgraded during sensor self-test window.
-36591,2024-05-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.276,False,Warning threshold updated for pilot predictive-maintenance model.
-36592,2024-05-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.607,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36593,2024-05-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.055,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36594,2024-05-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.248,False,SCADA backfill inserted two delayed telemetry points.
-36595,2024-05-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.666,False,Sensor battery health remains nominal after firmware update.
-36596,2024-05-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.626,False,Condensation warning cleared after dehumidifier ramp-up.
-36597,2024-05-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.57,False,Telemetry quality flag downgraded during sensor self-test window.
-36598,2024-05-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.429,False,Maintenance crew confirmed lubrication interval was missed.
-36599,2024-05-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.879,False,Pressure settled back to nominal after valve reseat.
-36600,2024-05-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.838,False,Humidity readings track seasonal rise across late spring.
-36601,2024-05-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.243,False,Humidity readings track seasonal rise across late spring.
-36602,2024-05-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.12,False,Supervisory alert generated after three consecutive threshold breaches.
-36603,2024-05-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.578,False,Telemetry quality flag downgraded during sensor self-test window.
-36604,2024-05-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.215,False,Sensor battery health remains nominal after firmware update.
-36605,2024-05-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.782,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36606,2024-05-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.949,False,Operator reported intermittent chatter on machine CNC-04.
-36607,2024-05-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.027,False,Warning threshold updated for pilot predictive-maintenance model.
-36608,2024-05-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.683,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36609,2024-05-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.602,False,Sensor heartbeat delayed by one interval after gateway retry.
-36610,2024-05-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.9,False,Thermal overshoot event coincided with recipe change on furnace.
-36611,2024-05-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.926,False,Shift handoff note referenced unusual noise near press enclosure.
-36612,2024-05-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.983,False,Warning threshold updated for pilot predictive-maintenance model.
-36613,2024-05-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.142,False,Sensor signal clipping observed during startup surge.
-36614,2024-05-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.239,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36615,2024-05-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.223,False,Pressure peak corresponds to oversized billet batch processing.
-36616,2024-05-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.459,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36617,2024-05-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.371,False,Warning threshold updated for pilot predictive-maintenance model.
-36618,2024-05-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.333,False,Air handler maintenance reduced humidity variance on finishing line.
-36619,2024-05-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.007,False,Operator reported intermittent chatter on machine CNC-04.
-36620,2024-05-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.196,False,Telemetry quality flag downgraded during sensor self-test window.
-36621,2024-05-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.683,False,Hydraulic line pressure oscillation detected under load.
-36622,2024-05-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.507,False,Maintenance note logged for coupling imbalance inspection.
-36623,2024-05-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.563,False,Condensation warning cleared after dehumidifier ramp-up.
-36624,2024-05-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.493,False,Quality hold reduced finishing booth activity for one shift.
-36625,2024-05-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.344,False,Operator reset acknowledged after red-tag inspection.
-36626,2024-05-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.379,False,Packaging line stop reduced adjacent vibration background.
-36627,2024-05-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Quality team requested trace review for lot 24-118B.
-36628,2024-05-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.596,False,Unbalanced load introduced cyclical pressure ripple.
-36629,2024-05-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.818,False,Machine idle period extended during planned sanitation window.
-36630,2024-05-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.23,False,Sensor signal clipping observed during startup surge.
-36631,2024-05-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.125,False,Short-lived packet loss observed at edge gateway gw-02.
-36632,2024-05-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.64,False,Reliability engineer tagged sample window for model retraining.
-36633,2024-05-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.369,False,Thermal ramp exceeded expected warmup curve before shift start.
-36634,2024-05-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.78,False,Transient outlier matched forklift impact near cabinet wall.
-36635,2024-05-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.522,False,Telemetry quality flag downgraded during sensor self-test window.
-36636,2024-05-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.451,False,Operator reported intermittent chatter on machine CNC-04.
-36637,2024-05-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.442,False,Operator reported intermittent chatter on machine CNC-04.
-36638,2024-05-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.941,False,Humidity climbed during dock-door open period in afternoon shift.
-36639,2024-05-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.765,False,Calibration check overdue by 11 days for press-line transducer.
-36640,2024-05-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.832,False,Quality team requested trace review for lot 24-118B.
-36641,2024-05-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.716,False,Press cycle dwell time lengthened during high-volume batch.
-36642,2024-05-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.851,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36643,2024-05-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.654,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36644,2024-05-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.087,False,Unbalanced load introduced cyclical pressure ripple.
-36645,2024-05-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.792,False,Thermal overshoot event coincided with recipe change on furnace.
-36646,2024-05-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.553,False,Humidity readings track seasonal rise across late spring.
-36647,2024-05-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.102,False,Machine throughput increase drove sustained pressure uplift.
-36648,2024-05-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.763,False,Temporary gateway failover completed without data loss.
-36649,2024-05-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36650,2024-05-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.905,False,Maintenance note logged for coupling imbalance inspection.
-36651,2024-05-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.049,False,Vibration burst exceeds envelope during tool change cycle.
-36652,2024-05-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.048,False,Night shift startup produced higher than normal vibration floor.
-36653,2024-05-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.42,False,Calibration check overdue by 11 days for press-line transducer.
-36654,2024-05-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.201,False,Condensation warning cleared after dehumidifier ramp-up.
-36655,2024-05-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Anomaly review flagged possible bearing wear progression.
-36656,2024-05-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.667,False,Dust extraction fan offline for 18 minutes on line finishing.
-36657,2024-05-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.014,False,Edge collector replayed buffered events after network recovery.
-36658,2024-05-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.556,False,Sensor heartbeat delayed by one interval after gateway retry.
-36659,2024-05-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.555,False,Sensor battery health remains nominal after firmware update.
-36660,2024-05-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.747,False,Packaging line stop reduced adjacent vibration background.
-36661,2024-05-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.429,False,Maintenance crew confirmed lubrication interval was missed.
-36662,2024-05-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.878,False,Telemetry quality flag downgraded during sensor self-test window.
-36663,2024-05-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.8,False,Sensor heartbeat delayed by one interval after gateway retry.
-36664,2024-05-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.823,False,Anomaly review flagged possible bearing wear progression.
-36665,2024-05-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.368,False,Sensor battery health remains nominal after firmware update.
-36666,2024-05-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.524,False,Unbalanced load introduced cyclical pressure ripple.
-36667,2024-05-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.448,False,Maintenance scheduler deferred calibration due to spare shortage.
-36668,2024-05-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.779,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36669,2024-05-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.738,False,Telemetry quality flag downgraded during sensor self-test window.
-36670,2024-05-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.994,False,Sensor battery health remains nominal after firmware update.
-36671,2024-05-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.885,False,Vibration burst exceeds envelope during tool change cycle.
-36672,2024-05-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.895,False,Machine idle period extended during planned sanitation window.
-36673,2024-05-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.548,False,Humidity readings track seasonal rise across late spring.
-36674,2024-05-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.377,False,Bearing temperature rising faster than baseline on spindle cell.
-36675,2024-05-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.862,False,Pressure line purge completed before restart authorization.
-36676,2024-05-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.256,False,Calibration check overdue by 11 days for press-line transducer.
-36677,2024-05-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.722,False,Temperature variance narrowed after coolant nozzle cleaning.
-36678,2024-05-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.297,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36679,2024-05-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.684,False,Press cycle dwell time lengthened during high-volume batch.
-36680,2024-05-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.202,False,Temperature variance narrowed after coolant nozzle cleaning.
-36681,2024-05-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.262,False,Sensor enclosure opened for manual calibration verification.
-36682,2024-05-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.486,False,Pressure peak corresponds to oversized billet batch processing.
-36683,2024-05-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.43,False,Sensor heartbeat delayed by one interval after gateway retry.
-36684,2024-05-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.168,False,Vibration burst exceeds envelope during tool change cycle.
-36685,2024-05-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.229,False,Humidity climbed during dock-door open period in afternoon shift.
-36686,2024-05-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.841,False,Condensation warning cleared after dehumidifier ramp-up.
-36687,2024-05-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.901,False,Reliability engineer tagged sample window for model retraining.
-36688,2024-05-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.767,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36689,2024-05-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.535,False,Sensor enclosure opened for manual calibration verification.
-36690,2024-05-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.814,False,Transient outlier matched forklift impact near cabinet wall.
-36691,2024-05-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.071,False,Vibration baseline recovered after tool holder replacement.
-36692,2024-05-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.928,False,Edge collector replayed buffered events after network recovery.
-36693,2024-05-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.506,False,Humidity baseline improved after seal replacement.
-36694,2024-05-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.27,False,Reliability engineer tagged sample window for model retraining.
-36695,2024-05-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.586,False,Unbalanced load introduced cyclical pressure ripple.
-36696,2024-05-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.331,False,Pressure peak corresponds to oversized billet batch processing.
-36697,2024-05-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.291,False,Temperature variance narrowed after coolant nozzle cleaning.
-36698,2024-05-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.702,False,Humidity readings track seasonal rise across late spring.
-36699,2024-05-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.754,False,Hydraulic line pressure oscillation detected under load.
-36700,2024-05-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.589,False,Supervisory alert generated after three consecutive threshold breaches.
-36701,2024-05-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.938,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36702,2024-05-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.916,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36703,2024-05-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,8.257,False,Humidity baseline improved after seal replacement.
-36704,2024-05-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.258,False,Thermal overshoot event coincided with recipe change on furnace.
-36705,2024-05-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.674,False,Supervisory alert generated after three consecutive threshold breaches.
-36706,2024-05-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.481,False,Operator reported intermittent chatter on machine CNC-04.
-36707,2024-05-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.706,False,Transient outlier matched forklift impact near cabinet wall.
-36708,2024-05-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.953,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36709,2024-05-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.06,False,Machine throughput increase drove sustained pressure uplift.
-36710,2024-05-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.098,False,Sensor enclosure opened for manual calibration verification.
-36711,2024-05-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.145,False,Quality team requested trace review for lot 24-118B.
-36712,2024-05-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.465,False,Coolant loop adjustment reduced chamber temperature spread.
-36713,2024-05-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.161,False,Temperature variance narrowed after coolant nozzle cleaning.
-36714,2024-05-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.628,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36715,2024-05-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.772,False,Sensor enclosure opened for manual calibration verification.
-36716,2024-05-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.759,False,Telemetry quality flag downgraded during sensor self-test window.
-36717,2024-05-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.016,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36718,2024-05-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.914,False,Night shift startup produced higher than normal vibration floor.
-36719,2024-05-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.151,False,Supervisory alert generated after three consecutive threshold breaches.
-36720,2024-05-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.828,False,Humidity excursion near finishing booth during coating run.
-36721,2024-05-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.366,False,Pressure line purge completed before restart authorization.
-36722,2024-05-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.277,False,Operator reset acknowledged after red-tag inspection.
-36723,2024-05-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.96,False,Vibration burst exceeds envelope during tool change cycle.
-36724,2024-05-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.238,False,Supervisory alert generated after three consecutive threshold breaches.
-36725,2024-05-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.223,False,Hydraulic line pressure oscillation detected under load.
-36726,2024-05-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.949,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36727,2024-05-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.091,False,Condensation warning cleared after dehumidifier ramp-up.
-36728,2024-05-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.712,False,Temperature remained elevated during unscheduled overtime run.
-36729,2024-05-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.823,False,Pressure settled back to nominal after valve reseat.
-36730,2024-05-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.089,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36731,2024-05-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.255,False,Temporary gateway failover completed without data loss.
-36732,2024-05-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.146,False,Operator reset acknowledged after red-tag inspection.
-36733,2024-05-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.94,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36734,2024-05-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.821,False,Edge collector replayed buffered events after network recovery.
-36735,2024-05-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.89,False,Shift handoff note referenced unusual noise near press enclosure.
-36736,2024-05-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.555,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36737,2024-05-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.731,False,Machine idle period extended during planned sanitation window.
-36738,2024-05-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.307,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36739,2024-05-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.688,False,Shift handoff note referenced unusual noise near press enclosure.
-36740,2024-05-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,40.486,False,Machine idle period extended during planned sanitation window.
-36741,2024-05-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.886,False,Dust extraction fan offline for 18 minutes on line finishing.
-36742,2024-05-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.699,False,Humidity baseline improved after seal replacement.
-36743,2024-05-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.761,False,Machine idle period extended during planned sanitation window.
-36744,2024-05-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.368,False,Pressure line purge completed before restart authorization.
-36745,2024-05-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.969,False,Transient outlier matched forklift impact near cabinet wall.
-36746,2024-05-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.574,False,Thermal overshoot event coincided with recipe change on furnace.
-36747,2024-05-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.044,False,Calibration check overdue by 11 days for press-line transducer.
-36748,2024-05-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.638,False,Supervisory alert generated after three consecutive threshold breaches.
-36749,2024-05-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.743,False,Edge collector replayed buffered events after network recovery.
-36750,2024-05-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.396,False,Unbalanced load introduced cyclical pressure ripple.
-36751,2024-05-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.14,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36752,2024-05-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.255,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36753,2024-05-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Supervisory alert generated after three consecutive threshold breaches.
-36754,2024-05-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.65,False,Condensation warning cleared after dehumidifier ramp-up.
-36755,2024-05-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.335,False,Edge collector replayed buffered events after network recovery.
-36756,2024-05-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.957,False,Pressure line purge completed before restart authorization.
-36757,2024-05-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.951,False,Pressure settled back to nominal after valve reseat.
-36758,2024-05-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.242,False,Anomaly review flagged possible bearing wear progression.
-36759,2024-05-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.495,False,Machine throughput increase drove sustained pressure uplift.
-36760,2024-05-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.081,False,Machine throughput increase drove sustained pressure uplift.
-36761,2024-05-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.251,False,Operator reset acknowledged after red-tag inspection.
-36762,2024-05-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.41,False,Dust extraction fan offline for 18 minutes on line finishing.
-36763,2024-05-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.923,False,Temporary gateway failover completed without data loss.
-36764,2024-05-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.186,False,Sensor signal clipping observed during startup surge.
-36765,2024-05-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.423,False,Operator reset acknowledged after red-tag inspection.
-36766,2024-05-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.963,False,Quality team requested trace review for lot 24-118B.
-36767,2024-05-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.558,False,Supervisory alert generated after three consecutive threshold breaches.
-36768,2024-05-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.846,False,Dust extraction fan offline for 18 minutes on line finishing.
-36769,2024-05-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.513,False,Temperature remained elevated during unscheduled overtime run.
-36770,2024-05-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.114,False,Machine throughput increase drove sustained pressure uplift.
-36771,2024-05-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.137,False,Bearing temperature rising faster than baseline on spindle cell.
-36772,2024-05-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.144,False,Humidity excursion near finishing booth during coating run.
-36773,2024-05-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.514,False,Vibration harmonics broadened during extended production run.
-36774,2024-05-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.41,False,Sensor heartbeat delayed by one interval after gateway retry.
-36775,2024-05-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.335,False,Packaging line stop reduced adjacent vibration background.
-36776,2024-05-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.85,False,Humidity readings track seasonal rise across late spring.
-36777,2024-05-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.714,False,Machine throughput increase drove sustained pressure uplift.
-36778,2024-05-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.542,False,Warning threshold updated for pilot predictive-maintenance model.
-36779,2024-05-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.799,False,Packaging line stop reduced adjacent vibration background.
-36780,2024-05-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.662,False,Sensor heartbeat delayed by one interval after gateway retry.
-36781,2024-05-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.791,False,Vibration burst exceeds envelope during tool change cycle.
-36782,2024-05-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.828,False,Sensor signal clipping observed during startup surge.
-36783,2024-05-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.058,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36784,2024-05-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.025,False,Transient outlier matched forklift impact near cabinet wall.
-36785,2024-05-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.416,False,Operator reported intermittent chatter on machine CNC-04.
-36786,2024-05-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.282,False,Supervisory alert generated after three consecutive threshold breaches.
-36787,2024-05-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.648,False,Temperature variance narrowed after coolant nozzle cleaning.
-36788,2024-05-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.494,False,Vibration baseline recovered after tool holder replacement.
-36789,2024-05-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.841,False,Humidity excursion near finishing booth during coating run.
-36790,2024-05-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.215,False,Temperature remained elevated during unscheduled overtime run.
-36791,2024-05-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.217,False,Pressure line purge completed before restart authorization.
-36792,2024-05-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.78,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36793,2024-05-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.315,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36794,2024-05-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.697,False,Edge collector replayed buffered events after network recovery.
-36795,2024-05-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.321,False,Machine idle period extended during planned sanitation window.
-36796,2024-05-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.643,False,Sensor heartbeat delayed by one interval after gateway retry.
-36797,2024-05-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.433,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36798,2024-05-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.115,False,Calibration check overdue by 11 days for press-line transducer.
-36799,2024-05-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.541,False,Pressure line purge completed before restart authorization.
-36800,2024-05-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.8,False,Temperature remained elevated during unscheduled overtime run.
-36801,2024-05-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.502,False,Thermal ramp exceeded expected warmup curve before shift start.
-36802,2024-05-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.982,False,Sensor battery health remains nominal after firmware update.
-36803,2024-05-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.979,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36804,2024-05-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.176,False,Sensor battery health remains nominal after firmware update.
-36805,2024-05-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.242,False,Sensor battery health remains nominal after firmware update.
-36806,2024-05-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.001,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36807,2024-05-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.966,False,Vibration burst exceeds envelope during tool change cycle.
-36808,2024-05-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.695,False,Edge collector replayed buffered events after network recovery.
-36809,2024-05-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.733,False,Operator reset acknowledged after red-tag inspection.
-36810,2024-05-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,66.842,False,Vibration baseline recovered after tool holder replacement.
-36811,2024-05-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.377,False,Vibration burst exceeds envelope during tool change cycle.
-36812,2024-05-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.894,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36813,2024-05-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.327,False,Bearing temperature rising faster than baseline on spindle cell.
-36814,2024-05-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.81,False,Vibration baseline recovered after tool holder replacement.
-36815,2024-05-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.515,False,Maintenance note logged for coupling imbalance inspection.
-36816,2024-05-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.247,False,Temperature variance narrowed after coolant nozzle cleaning.
-36817,2024-05-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.132,False,Quality team requested trace review for lot 24-118B.
-36818,2024-05-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.966,False,Pressure peak corresponds to oversized billet batch processing.
-36819,2024-05-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.122,False,Warning threshold updated for pilot predictive-maintenance model.
-36820,2024-05-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.956,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36821,2024-05-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.975,False,Temporary gateway failover completed without data loss.
-36822,2024-05-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.68,False,Operator reset acknowledged after red-tag inspection.
-36823,2024-05-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.027,False,Air handler maintenance reduced humidity variance on finishing line.
-36824,2024-05-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.837,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36825,2024-05-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.449,False,Temperature variance narrowed after coolant nozzle cleaning.
-36826,2024-05-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.674,False,Humidity baseline improved after seal replacement.
-36827,2024-05-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.988,False,Operator reported intermittent chatter on machine CNC-04.
-36828,2024-05-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.515,False,Quality hold reduced finishing booth activity for one shift.
-36829,2024-05-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.79,False,Vibration harmonics broadened during extended production run.
-36830,2024-05-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.267,False,Machine throughput increase drove sustained pressure uplift.
-36831,2024-05-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.093,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36832,2024-05-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.115,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36833,2024-05-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.559,False,Transient outlier matched forklift impact near cabinet wall.
-36834,2024-05-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.87,False,Packaging line stop reduced adjacent vibration background.
-36835,2024-05-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.807,False,Dust extraction fan offline for 18 minutes on line finishing.
-36836,2024-05-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.019,False,Temperature variance narrowed after coolant nozzle cleaning.
-36837,2024-05-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Packaging line stop reduced adjacent vibration background.
-36838,2024-05-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.216,False,Operator reported intermittent chatter on machine CNC-04.
-36839,2024-05-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.735,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36840,2024-05-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.312,False,Night shift startup produced higher than normal vibration floor.
-36841,2024-05-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.92,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36842,2024-05-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.534,False,Humidity baseline improved after seal replacement.
-36843,2024-05-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.978,False,Condensation warning cleared after dehumidifier ramp-up.
-36844,2024-05-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.468,False,Anomaly review flagged possible bearing wear progression.
-36845,2024-05-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.221,False,Operator reset acknowledged after red-tag inspection.
-36846,2024-05-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.242,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36847,2024-05-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.295,False,Thermal overshoot event coincided with recipe change on furnace.
-36848,2024-05-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.0,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36849,2024-05-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.966,False,Telemetry quality flag downgraded during sensor self-test window.
-36850,2024-05-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.426,False,Thermal ramp exceeded expected warmup curve before shift start.
-36851,2024-05-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.888,False,Hydraulic line pressure oscillation detected under load.
-36852,2024-05-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.761,False,Edge collector replayed buffered events after network recovery.
-36853,2024-05-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.441,False,Maintenance scheduler deferred calibration due to spare shortage.
-36854,2024-05-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.104,False,Pressure line purge completed before restart authorization.
-36855,2024-05-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.118,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36856,2024-05-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.285,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36857,2024-05-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.674,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36858,2024-05-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.108,False,Temperature remained elevated during unscheduled overtime run.
-36859,2024-05-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.269,False,Calibration check overdue by 11 days for press-line transducer.
-36860,2024-05-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.127,False,SCADA backfill inserted two delayed telemetry points.
-36861,2024-05-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.508,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36862,2024-05-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.471,False,Unbalanced load introduced cyclical pressure ripple.
-36863,2024-05-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.054,False,Vibration baseline recovered after tool holder replacement.
-36864,2024-05-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.311,False,Short-lived packet loss observed at edge gateway gw-02.
-36865,2024-05-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.032,False,Operator reported intermittent chatter on machine CNC-04.
-36866,2024-05-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.745,False,Vibration baseline recovered after tool holder replacement.
-36867,2024-05-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.888,False,Sensor signal clipping observed during startup surge.
-36868,2024-05-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.069,False,Supervisory alert generated after three consecutive threshold breaches.
-36869,2024-05-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.213,False,Sensor enclosure opened for manual calibration verification.
-36870,2024-05-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.871,False,Temperature variance narrowed after coolant nozzle cleaning.
-36871,2024-05-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.88,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36872,2024-05-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.219,False,Maintenance note logged for coupling imbalance inspection.
-36873,2024-05-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.771,False,Temperature variance narrowed after coolant nozzle cleaning.
-36874,2024-05-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.243,False,Night shift startup produced higher than normal vibration floor.
-36875,2024-05-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.949,False,Bearing temperature rising faster than baseline on spindle cell.
-36876,2024-05-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.289,False,Temperature variance narrowed after coolant nozzle cleaning.
-36877,2024-05-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.597,False,Night shift startup produced higher than normal vibration floor.
-36878,2024-05-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.858,False,Packaging line stop reduced adjacent vibration background.
-36879,2024-05-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.776,False,Supervisory alert generated after three consecutive threshold breaches.
-36880,2024-05-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.322,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36881,2024-05-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.84,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36882,2024-05-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.599,False,Unbalanced load introduced cyclical pressure ripple.
-36883,2024-05-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.815,False,Warning threshold updated for pilot predictive-maintenance model.
-36884,2024-05-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.906,False,Operator reported intermittent chatter on machine CNC-04.
-36885,2024-05-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.995,False,Humidity excursion near finishing booth during coating run.
-36886,2024-05-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.562,False,Edge collector replayed buffered events after network recovery.
-36887,2024-05-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.851,False,Unbalanced load introduced cyclical pressure ripple.
-36888,2024-05-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.118,False,Reliability engineer tagged sample window for model retraining.
-36889,2024-05-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.065,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36890,2024-05-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.332,False,Humidity excursion near finishing booth during coating run.
-36891,2024-05-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.706,False,Sensor heartbeat delayed by one interval after gateway retry.
-36892,2024-05-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.515,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36893,2024-05-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.556,False,Humidity excursion near finishing booth during coating run.
-36894,2024-05-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.844,False,Sensor signal clipping observed during startup surge.
-36895,2024-05-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.94,False,Pressure peak corresponds to oversized billet batch processing.
-36896,2024-05-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.5,False,Short-lived packet loss observed at edge gateway gw-02.
-36897,2024-05-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.576,False,SCADA backfill inserted two delayed telemetry points.
-36898,2024-05-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.94,False,Temperature remained elevated during unscheduled overtime run.
-36899,2024-05-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.958,False,Machine throughput increase drove sustained pressure uplift.
-36900,2024-05-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.943,False,Maintenance note logged for coupling imbalance inspection.
-36901,2024-05-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.77,False,Maintenance scheduler deferred calibration due to spare shortage.
-36902,2024-05-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.817,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36903,2024-05-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.499,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36904,2024-05-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.596,False,Hydraulic line pressure oscillation detected under load.
-36905,2024-05-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.652,False,Humidity excursion near finishing booth during coating run.
-36906,2024-05-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.241,False,Machine throughput increase drove sustained pressure uplift.
-36907,2024-05-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.767,False,Quality team requested trace review for lot 24-118B.
-36908,2024-05-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.919,False,Short-lived packet loss observed at edge gateway gw-02.
-36909,2024-05-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.305,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36910,2024-05-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.77,False,Machine throughput increase drove sustained pressure uplift.
-36911,2024-05-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.496,False,Sensor heartbeat delayed by one interval after gateway retry.
-36912,2024-05-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.232,False,Humidity baseline improved after seal replacement.
-36913,2024-05-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.063,False,Anomaly review flagged possible bearing wear progression.
-36914,2024-05-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.032,False,Edge collector replayed buffered events after network recovery.
-36915,2024-05-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.062,False,Bearing temperature rising faster than baseline on spindle cell.
-36916,2024-05-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.067,False,Pressure peak corresponds to oversized billet batch processing.
-36917,2024-05-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.992,False,Pressure peak corresponds to oversized billet batch processing.
-36918,2024-05-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.713,False,Calibration check overdue by 11 days for press-line transducer.
-36919,2024-05-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.038,False,Short-lived packet loss observed at edge gateway gw-02.
-36920,2024-05-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.509,False,Reliability engineer tagged sample window for model retraining.
-36921,2024-05-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.475,False,Quality hold reduced finishing booth activity for one shift.
-36922,2024-05-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.979,False,Night shift startup produced higher than normal vibration floor.
-36923,2024-05-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.253,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36924,2024-05-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.697,False,Edge collector replayed buffered events after network recovery.
-36925,2024-05-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.382,False,Ambient temperature stabilized after HVAC stage-two engagement.
-36926,2024-05-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.17,False,Machine idle period extended during planned sanitation window.
-36927,2024-05-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.293,False,Coolant loop adjustment reduced chamber temperature spread.
-36928,2024-05-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.965,False,Night shift startup produced higher than normal vibration floor.
-36929,2024-05-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.358,False,Quality hold reduced finishing booth activity for one shift.
-36930,2024-05-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.727,False,Packaging line stop reduced adjacent vibration background.
-36931,2024-05-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.228,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36932,2024-05-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.664,False,Humidity climbed during dock-door open period in afternoon shift.
-36933,2024-05-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.434,False,Shift handoff note referenced unusual noise near press enclosure.
-36934,2024-05-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.137,False,Transient outlier matched forklift impact near cabinet wall.
-36935,2024-05-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.474,False,Reliability engineer tagged sample window for model retraining.
-36936,2024-05-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.562,False,Thermal overshoot event coincided with recipe change on furnace.
-36937,2024-05-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.758,False,Maintenance crew confirmed lubrication interval was missed.
-36938,2024-05-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,54.711,False,Quality team requested trace review for lot 24-118B.
-36939,2024-05-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Calibration check overdue by 11 days for press-line transducer.
-36940,2024-05-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.024,False,Warning threshold updated for pilot predictive-maintenance model.
-36941,2024-05-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.907,False,Press cycle dwell time lengthened during high-volume batch.
-36942,2024-05-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.057,False,Sensor battery health remains nominal after firmware update.
-36943,2024-05-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.311,False,Condensation warning cleared after dehumidifier ramp-up.
-36944,2024-05-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.513,False,Vibration burst exceeds envelope during tool change cycle.
-36945,2024-05-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.219,False,Pressure settled back to nominal after valve reseat.
-36946,2024-05-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.313,False,Unbalanced load introduced cyclical pressure ripple.
-36947,2024-05-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.852,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-36948,2024-05-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.548,False,Calibration check overdue by 11 days for press-line transducer.
-36949,2024-05-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,0.951,False,Quality hold reduced finishing booth activity for one shift.
-36950,2024-05-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.179,False,Unbalanced load introduced cyclical pressure ripple.
-36951,2024-05-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.119,False,Night shift startup produced higher than normal vibration floor.
-36952,2024-05-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.165,False,Hydraulic line pressure oscillation detected under load.
-36953,2024-05-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Heat-treat furnace door cycling increased localized temperature spikes.
-36954,2024-05-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.073,False,Temperature remained elevated during unscheduled overtime run.
-36955,2024-05-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.737,False,Sensor battery health remains nominal after firmware update.
-36956,2024-05-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.429,False,Compressed air fluctuation introduced pressure noise for two cycles.
-36957,2024-05-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.03,False,Sensor 3 drift suspected after cross-check with manual gauge.
-36958,2024-05-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.137,False,Sensor enclosure opened for manual calibration verification.
-36959,2024-05-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.002,False,Pressure line purge completed before restart authorization.
-36960,2024-05-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.698,False,Short-lived packet loss observed at edge gateway gw-02.
-36961,2024-05-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Sensor signal clipping observed during startup surge.
-36962,2024-05-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.873,False,Sensor enclosure opened for manual calibration verification.
-36963,2024-05-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.653,False,Calibration check overdue by 11 days for press-line transducer.
-36964,2024-05-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.09,False,Air handler maintenance reduced humidity variance on finishing line.
-36965,2024-05-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.479,False,Thermal ramp exceeded expected warmup curve before shift start.
-36966,2024-05-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.445,False,Maintenance note logged for coupling imbalance inspection.
-36967,2024-05-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.279,False,Hydraulic line pressure oscillation detected under load.
-36968,2024-05-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.666,False,Temporary gateway failover completed without data loss.
-36969,2024-05-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.918,False,Edge collector replayed buffered events after network recovery.
-36970,2024-05-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.425,False,SCADA backfill inserted two delayed telemetry points.
-36971,2024-05-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.621,False,Vibration baseline recovered after tool holder replacement.
-36972,2024-05-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.491,False,Night shift startup produced higher than normal vibration floor.
-36973,2024-05-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.295,False,Bearing temperature rising faster than baseline on spindle cell.
-36974,2024-05-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.94,False,Warning threshold updated for pilot predictive-maintenance model.
-36975,2024-05-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.432,False,Warning threshold updated for pilot predictive-maintenance model.
-36976,2024-05-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.524,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-36977,2024-05-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.181,False,Maintenance note logged for coupling imbalance inspection.
-36978,2024-05-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.92,False,Warning threshold updated for pilot predictive-maintenance model.
-36979,2024-05-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.573,False,Telemetry quality flag downgraded during sensor self-test window.
-36980,2024-05-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.164,False,Condensation warning cleared after dehumidifier ramp-up.
-36981,2024-05-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.397,False,Vibration harmonics broadened during extended production run.
-36982,2024-05-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.539,False,Warning threshold updated for pilot predictive-maintenance model.
-36983,2024-05-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.529,False,Reliability engineer tagged sample window for model retraining.
-36984,2024-05-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.177,False,Sensor enclosure opened for manual calibration verification.
-36985,2024-05-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.496,False,Air handler maintenance reduced humidity variance on finishing line.
-36986,2024-05-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.401,False,Sensor enclosure opened for manual calibration verification.
-36987,2024-05-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.79,False,Hydraulic line pressure oscillation detected under load.
-36988,2024-05-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.853,False,Pressure peak corresponds to oversized billet batch processing.
-36989,2024-05-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.207,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-36990,2024-05-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.799,False,Maintenance crew confirmed lubrication interval was missed.
-36991,2024-05-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.158,False,Operator reset acknowledged after red-tag inspection.
-36992,2024-05-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.681,False,Sensor heartbeat delayed by one interval after gateway retry.
-36993,2024-05-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.413,False,Reliability engineer tagged sample window for model retraining.
-36994,2024-05-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.18,False,Shift handoff note referenced unusual noise near press enclosure.
-36995,2024-05-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Temporary gateway failover completed without data loss.
-36996,2024-05-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.105,False,Vibration burst exceeds envelope during tool change cycle.
-36997,2024-05-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.346,False,Sensor heartbeat delayed by one interval after gateway retry.
-36998,2024-05-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.657,False,Calibration check overdue by 11 days for press-line transducer.
-36999,2024-05-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.523,False,Quality hold reduced finishing booth activity for one shift.
-37000,2024-05-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.994,False,Maintenance crew confirmed lubrication interval was missed.
-37001,2024-05-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.029,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37002,2024-05-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.883,False,Press cycle dwell time lengthened during high-volume batch.
-37003,2024-05-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.338,False,Machine throughput increase drove sustained pressure uplift.
-37004,2024-05-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.362,False,Temporary gateway failover completed without data loss.
-37005,2024-05-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.444,False,Calibration check overdue by 11 days for press-line transducer.
-37006,2024-05-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.633,False,Quality team requested trace review for lot 24-118B.
-37007,2024-05-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.51,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37008,2024-05-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.973,False,Temporary gateway failover completed without data loss.
-37009,2024-05-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.698,False,Quality hold reduced finishing booth activity for one shift.
-37010,2024-05-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.146,False,Bearing temperature rising faster than baseline on spindle cell.
-37011,2024-05-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.449,False,Supervisory alert generated after three consecutive threshold breaches.
-37012,2024-05-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.593,False,Vibration burst exceeds envelope during tool change cycle.
-37013,2024-05-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.5,False,Reliability engineer tagged sample window for model retraining.
-37014,2024-05-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.217,False,Temporary gateway failover completed without data loss.
-37015,2024-05-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.028,False,Edge collector replayed buffered events after network recovery.
-37016,2024-05-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.259,False,SCADA backfill inserted two delayed telemetry points.
-37017,2024-05-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.789,False,Humidity readings track seasonal rise across late spring.
-37018,2024-05-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.48,False,Humidity readings track seasonal rise across late spring.
-37019,2024-05-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.456,False,Vibration baseline recovered after tool holder replacement.
-37020,2024-05-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.843,False,Quality team requested trace review for lot 24-118B.
-37021,2024-05-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.386,False,Humidity baseline improved after seal replacement.
-37022,2024-05-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.722,False,Temporary gateway failover completed without data loss.
-37023,2024-05-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.604,False,Operator reset acknowledged after red-tag inspection.
-37024,2024-05-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.4,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37025,2024-05-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.656,False,Temperature variance narrowed after coolant nozzle cleaning.
-37026,2024-05-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.585,False,Temperature variance narrowed after coolant nozzle cleaning.
-37027,2024-05-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.99,False,Packaging line stop reduced adjacent vibration background.
-37028,2024-05-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.522,False,Vibration baseline recovered after tool holder replacement.
-37029,2024-05-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Quality hold reduced finishing booth activity for one shift.
-37030,2024-05-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.997,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37031,2024-05-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.228,False,Short-lived packet loss observed at edge gateway gw-02.
-37032,2024-05-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.494,False,Temperature variance narrowed after coolant nozzle cleaning.
-37033,2024-05-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.968,False,Edge collector replayed buffered events after network recovery.
-37034,2024-05-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.918,False,Night shift startup produced higher than normal vibration floor.
-37035,2024-05-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.73,False,Humidity excursion near finishing booth during coating run.
-37036,2024-05-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.249,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37037,2024-05-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.384,False,Warning threshold updated for pilot predictive-maintenance model.
-37038,2024-05-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.362,False,Vibration harmonics broadened during extended production run.
-37039,2024-05-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.983,False,Hydraulic line pressure oscillation detected under load.
-37040,2024-05-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.467,False,Humidity readings track seasonal rise across late spring.
-37041,2024-05-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.042,False,Coolant loop adjustment reduced chamber temperature spread.
-37042,2024-05-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.257,False,Short-lived packet loss observed at edge gateway gw-02.
-37043,2024-05-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.488,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37044,2024-05-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.266,False,SCADA backfill inserted two delayed telemetry points.
-37045,2024-05-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.32,False,Pressure line purge completed before restart authorization.
-37046,2024-05-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.869,False,Quality team requested trace review for lot 24-118B.
-37047,2024-05-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.546,False,Machine idle period extended during planned sanitation window.
-37048,2024-05-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.937,False,Edge collector replayed buffered events after network recovery.
-37049,2024-05-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.067,False,Humidity baseline improved after seal replacement.
-37050,2024-05-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.177,False,Telemetry quality flag downgraded during sensor self-test window.
-37051,2024-05-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.521,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37052,2024-05-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.11,False,Dust extraction fan offline for 18 minutes on line finishing.
-37053,2024-05-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.411,False,Anomaly review flagged possible bearing wear progression.
-37054,2024-05-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.716,False,Machine idle period extended during planned sanitation window.
-37055,2024-05-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.629,False,Hydraulic line pressure oscillation detected under load.
-37056,2024-05-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.155,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37057,2024-05-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Quality hold reduced finishing booth activity for one shift.
-37058,2024-05-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.912,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37059,2024-05-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.384,False,Humidity climbed during dock-door open period in afternoon shift.
-37060,2024-05-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.585,False,Telemetry quality flag downgraded during sensor self-test window.
-37061,2024-05-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.234,False,Warning threshold updated for pilot predictive-maintenance model.
-37062,2024-05-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,58.822,False,Sensor battery health remains nominal after firmware update.
-37063,2024-05-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.53,False,Vibration harmonics broadened during extended production run.
-37064,2024-05-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.217,False,Maintenance scheduler deferred calibration due to spare shortage.
-37065,2024-05-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.895,False,Humidity baseline improved after seal replacement.
-37066,2024-05-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.772,False,Air handler maintenance reduced humidity variance on finishing line.
-37067,2024-05-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.792,False,Maintenance scheduler deferred calibration due to spare shortage.
-37068,2024-05-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.207,False,Press cycle dwell time lengthened during high-volume batch.
-37069,2024-05-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.265,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37070,2024-05-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.242,False,Operator reported intermittent chatter on machine CNC-04.
-37071,2024-05-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.22,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37072,2024-05-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.963,False,Dust extraction fan offline for 18 minutes on line finishing.
-37073,2024-05-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.649,False,Sensor heartbeat delayed by one interval after gateway retry.
-37074,2024-05-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.083,False,Pressure peak corresponds to oversized billet batch processing.
-37075,2024-05-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Edge collector replayed buffered events after network recovery.
-37076,2024-05-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,42.953,False,Calibration check overdue by 11 days for press-line transducer.
-37077,2024-05-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.947,False,Quality team requested trace review for lot 24-118B.
-37078,2024-05-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.535,False,Machine idle period extended during planned sanitation window.
-37079,2024-05-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.197,False,Reliability engineer tagged sample window for model retraining.
-37080,2024-05-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.139,False,Warning threshold updated for pilot predictive-maintenance model.
-37081,2024-05-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.923,False,Temporary gateway failover completed without data loss.
-37082,2024-05-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.585,False,Vibration harmonics broadened during extended production run.
-37083,2024-05-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.821,False,Packaging line stop reduced adjacent vibration background.
-37084,2024-05-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.677,False,Short-lived packet loss observed at edge gateway gw-02.
-37085,2024-05-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.783,False,SCADA backfill inserted two delayed telemetry points.
-37086,2024-05-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.6,False,Calibration check overdue by 11 days for press-line transducer.
-37087,2024-05-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.698,False,Temporary gateway failover completed without data loss.
-37088,2024-05-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.274,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37089,2024-05-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.879,False,Short-lived packet loss observed at edge gateway gw-02.
-37090,2024-05-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.575,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37091,2024-05-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.53,False,Temperature remained elevated during unscheduled overtime run.
-37092,2024-05-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.737,False,Humidity excursion near finishing booth during coating run.
-37093,2024-05-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.442,False,Operator reset acknowledged after red-tag inspection.
-37094,2024-05-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.976,False,Reliability engineer tagged sample window for model retraining.
-37095,2024-05-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.3,False,Humidity readings track seasonal rise across late spring.
-37096,2024-05-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.972,False,Unbalanced load introduced cyclical pressure ripple.
-37097,2024-05-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.105,False,Reliability engineer tagged sample window for model retraining.
-37098,2024-05-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.413,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37099,2024-05-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.395,False,Transient outlier matched forklift impact near cabinet wall.
-37100,2024-05-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.713,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37101,2024-05-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.435,False,Short-lived packet loss observed at edge gateway gw-02.
-37102,2024-05-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.897,False,Temporary gateway failover completed without data loss.
-37103,2024-05-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37104,2024-05-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.288,False,Shift handoff note referenced unusual noise near press enclosure.
-37105,2024-05-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.734,False,Humidity climbed during dock-door open period in afternoon shift.
-37106,2024-05-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.098,False,Quality hold reduced finishing booth activity for one shift.
-37107,2024-05-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.407,False,Night shift startup produced higher than normal vibration floor.
-37108,2024-05-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.673,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37109,2024-05-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.724,False,Press cycle dwell time lengthened during high-volume batch.
-37110,2024-05-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.692,False,Condensation warning cleared after dehumidifier ramp-up.
-37111,2024-05-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.963,False,Sensor heartbeat delayed by one interval after gateway retry.
-37112,2024-05-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.362,False,Anomaly review flagged possible bearing wear progression.
-37113,2024-05-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.934,False,Bearing temperature rising faster than baseline on spindle cell.
-37114,2024-05-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.398,False,Telemetry quality flag downgraded during sensor self-test window.
-37115,2024-05-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.518,False,Coolant loop adjustment reduced chamber temperature spread.
-37116,2024-05-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.826,False,Edge collector replayed buffered events after network recovery.
-37117,2024-05-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.449,False,Edge collector replayed buffered events after network recovery.
-37118,2024-05-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.518,False,Shift handoff note referenced unusual noise near press enclosure.
-37119,2024-05-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.309,False,Edge collector replayed buffered events after network recovery.
-37120,2024-05-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.505,False,Telemetry quality flag downgraded during sensor self-test window.
-37121,2024-05-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.119,False,Maintenance note logged for coupling imbalance inspection.
-37122,2024-05-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.918,False,Pressure peak corresponds to oversized billet batch processing.
-37123,2024-05-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.607,False,Calibration check overdue by 11 days for press-line transducer.
-37124,2024-05-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.866,False,Machine idle period extended during planned sanitation window.
-37125,2024-05-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.581,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37126,2024-05-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.247,False,Thermal ramp exceeded expected warmup curve before shift start.
-37127,2024-05-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.163,False,Sensor signal clipping observed during startup surge.
-37128,2024-05-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.395,False,Sensor signal clipping observed during startup surge.
-37129,2024-05-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.285,False,Sensor battery health remains nominal after firmware update.
-37130,2024-05-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.558,False,Operator reset acknowledged after red-tag inspection.
-37131,2024-05-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.222,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37132,2024-05-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.3,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37133,2024-05-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.674,False,Anomaly review flagged possible bearing wear progression.
-37134,2024-05-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.582,False,Condensation warning cleared after dehumidifier ramp-up.
-37135,2024-05-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.834,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37136,2024-05-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.662,False,Bearing temperature rising faster than baseline on spindle cell.
-37137,2024-05-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.681,False,Calibration check overdue by 11 days for press-line transducer.
-37138,2024-05-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.737,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37139,2024-05-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.097,False,Calibration check overdue by 11 days for press-line transducer.
-37140,2024-05-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.714,False,Short-lived packet loss observed at edge gateway gw-02.
-37141,2024-05-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.213,False,Coolant loop adjustment reduced chamber temperature spread.
-37142,2024-05-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.278,False,Unbalanced load introduced cyclical pressure ripple.
-37143,2024-05-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.089,False,Pressure peak corresponds to oversized billet batch processing.
-37144,2024-05-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.954,False,Edge collector replayed buffered events after network recovery.
-37145,2024-05-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.468,False,Thermal overshoot event coincided with recipe change on furnace.
-37146,2024-05-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.529,False,Night shift startup produced higher than normal vibration floor.
-37147,2024-05-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.328,False,Humidity climbed during dock-door open period in afternoon shift.
-37148,2024-05-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.547,False,Sensor enclosure opened for manual calibration verification.
-37149,2024-05-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.375,False,Transient outlier matched forklift impact near cabinet wall.
-37150,2024-05-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.323,False,Press cycle dwell time lengthened during high-volume batch.
-37151,2024-05-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.388,False,Unbalanced load introduced cyclical pressure ripple.
-37152,2024-05-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.919,False,Sensor enclosure opened for manual calibration verification.
-37153,2024-05-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.125,False,Telemetry quality flag downgraded during sensor self-test window.
-37154,2024-05-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.276,False,Pressure peak corresponds to oversized billet batch processing.
-37155,2024-05-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.778,False,Sensor heartbeat delayed by one interval after gateway retry.
-37156,2024-05-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.221,False,Short-lived packet loss observed at edge gateway gw-02.
-37157,2024-05-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.951,False,Coolant loop adjustment reduced chamber temperature spread.
-37158,2024-05-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.189,False,Hydraulic line pressure oscillation detected under load.
-37159,2024-05-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.417,False,Condensation warning cleared after dehumidifier ramp-up.
-37160,2024-05-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.323,False,Machine throughput increase drove sustained pressure uplift.
-37161,2024-05-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.232,False,Machine throughput increase drove sustained pressure uplift.
-37162,2024-05-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.112,False,Condensation warning cleared after dehumidifier ramp-up.
-37163,2024-05-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.893,False,Telemetry quality flag downgraded during sensor self-test window.
-37164,2024-05-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.457,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37165,2024-05-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.953,False,Machine throughput increase drove sustained pressure uplift.
-37166,2024-05-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.578,False,Unbalanced load introduced cyclical pressure ripple.
-37167,2024-05-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.001,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37168,2024-05-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.548,False,Maintenance crew confirmed lubrication interval was missed.
-37169,2024-05-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.953,False,Edge collector replayed buffered events after network recovery.
-37170,2024-05-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.458,False,Sensor signal clipping observed during startup surge.
-37171,2024-05-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.049,False,Short-lived packet loss observed at edge gateway gw-02.
-37172,2024-05-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.09,False,Condensation warning cleared after dehumidifier ramp-up.
-37173,2024-05-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.962,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37174,2024-05-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.481,False,Supervisory alert generated after three consecutive threshold breaches.
-37175,2024-05-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.214,False,Warning threshold updated for pilot predictive-maintenance model.
-37176,2024-05-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.336,False,Temperature remained elevated during unscheduled overtime run.
-37177,2024-05-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.557,False,Pressure settled back to nominal after valve reseat.
-37178,2024-05-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.824,False,Reliability engineer tagged sample window for model retraining.
-37179,2024-05-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.924,False,Operator reset acknowledged after red-tag inspection.
-37180,2024-05-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.645,False,Sensor enclosure opened for manual calibration verification.
-37181,2024-05-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.241,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37182,2024-05-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.424,False,Coolant loop adjustment reduced chamber temperature spread.
-37183,2024-05-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.449,False,Quality team requested trace review for lot 24-118B.
-37184,2024-05-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.612,False,Telemetry quality flag downgraded during sensor self-test window.
-37185,2024-05-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.021,False,Pressure line purge completed before restart authorization.
-37186,2024-05-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.294,False,Sensor signal clipping observed during startup surge.
-37187,2024-05-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.017,False,Anomaly review flagged possible bearing wear progression.
-37188,2024-05-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.154,False,Vibration harmonics broadened during extended production run.
-37189,2024-05-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.385,False,Vibration harmonics broadened during extended production run.
-37190,2024-05-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.397,False,SCADA backfill inserted two delayed telemetry points.
-37191,2024-05-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.732,False,Coolant loop adjustment reduced chamber temperature spread.
-37192,2024-05-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.473,False,Transient outlier matched forklift impact near cabinet wall.
-37193,2024-05-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.118,False,Air handler maintenance reduced humidity variance on finishing line.
-37194,2024-05-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.048,False,Humidity climbed during dock-door open period in afternoon shift.
-37195,2024-05-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.285,False,Anomaly review flagged possible bearing wear progression.
-37196,2024-05-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.396,False,Condensation warning cleared after dehumidifier ramp-up.
-37197,2024-05-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.214,False,Temperature variance narrowed after coolant nozzle cleaning.
-37198,2024-05-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.09,False,Thermal ramp exceeded expected warmup curve before shift start.
-37199,2024-05-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.875,False,Anomaly review flagged possible bearing wear progression.
-37200,2024-05-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.19,False,Humidity baseline improved after seal replacement.
-37201,2024-05-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.784,False,Thermal overshoot event coincided with recipe change on furnace.
-37202,2024-05-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.26,False,SCADA backfill inserted two delayed telemetry points.
-37203,2024-05-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.947,False,Humidity readings track seasonal rise across late spring.
-37204,2024-05-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.067,False,Vibration harmonics broadened during extended production run.
-37205,2024-05-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.73,False,SCADA backfill inserted two delayed telemetry points.
-37206,2024-05-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.964,False,Unbalanced load introduced cyclical pressure ripple.
-37207,2024-05-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.439,False,Dust extraction fan offline for 18 minutes on line finishing.
-37208,2024-05-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.99,False,Short-lived packet loss observed at edge gateway gw-02.
-37209,2024-05-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.329,False,Humidity climbed during dock-door open period in afternoon shift.
-37210,2024-05-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.977,False,Telemetry quality flag downgraded during sensor self-test window.
-37211,2024-05-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.584,False,Vibration burst exceeds envelope during tool change cycle.
-37212,2024-05-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.638,False,Night shift startup produced higher than normal vibration floor.
-37213,2024-05-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.45,False,Temperature remained elevated during unscheduled overtime run.
-37214,2024-05-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.113,False,Maintenance note logged for coupling imbalance inspection.
-37215,2024-05-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.623,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37216,2024-05-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.807,False,Dust extraction fan offline for 18 minutes on line finishing.
-37217,2024-05-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Temperature variance narrowed after coolant nozzle cleaning.
-37218,2024-05-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.826,False,Thermal overshoot event coincided with recipe change on furnace.
-37219,2024-05-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.879,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37220,2024-05-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.97,False,Packaging line stop reduced adjacent vibration background.
-37221,2024-05-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.327,False,Machine idle period extended during planned sanitation window.
-37222,2024-05-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.555,False,Shift handoff note referenced unusual noise near press enclosure.
-37223,2024-05-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.355,False,Thermal overshoot event coincided with recipe change on furnace.
-37224,2024-05-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.511,False,Short-lived packet loss observed at edge gateway gw-02.
-37225,2024-05-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.459,False,Shift handoff note referenced unusual noise near press enclosure.
-37226,2024-05-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.935,False,Coolant loop adjustment reduced chamber temperature spread.
-37227,2024-05-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.21,False,SCADA backfill inserted two delayed telemetry points.
-37228,2024-05-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.202,False,Machine idle period extended during planned sanitation window.
-37229,2024-05-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.38,False,Shift handoff note referenced unusual noise near press enclosure.
-37230,2024-05-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.593,False,Sensor enclosure opened for manual calibration verification.
-37231,2024-05-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.447,False,Telemetry quality flag downgraded during sensor self-test window.
-37232,2024-05-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.664,False,Air handler maintenance reduced humidity variance on finishing line.
-37233,2024-05-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Telemetry quality flag downgraded during sensor self-test window.
-37234,2024-05-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.923,False,Humidity excursion near finishing booth during coating run.
-37235,2024-05-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.987,False,Hydraulic line pressure oscillation detected under load.
-37236,2024-05-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.604,False,Night shift startup produced higher than normal vibration floor.
-37237,2024-05-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.998,False,Temperature variance narrowed after coolant nozzle cleaning.
-37238,2024-05-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.345,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37239,2024-05-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.975,False,Sensor heartbeat delayed by one interval after gateway retry.
-37240,2024-05-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.034,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37241,2024-05-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.731,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37242,2024-05-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.801,False,Vibration harmonics broadened during extended production run.
-37243,2024-05-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.088,False,Reliability engineer tagged sample window for model retraining.
-37244,2024-05-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.694,False,Operator reported intermittent chatter on machine CNC-04.
-37245,2024-05-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.228,False,Vibration harmonics broadened during extended production run.
-37246,2024-05-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.902,False,Pressure line purge completed before restart authorization.
-37247,2024-05-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.471,False,Machine idle period extended during planned sanitation window.
-37248,2024-05-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.515,False,Pressure settled back to nominal after valve reseat.
-37249,2024-05-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Supervisory alert generated after three consecutive threshold breaches.
-37250,2024-05-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.266,False,Thermal overshoot event coincided with recipe change on furnace.
-37251,2024-05-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.935,False,Sensor battery health remains nominal after firmware update.
-37252,2024-05-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.25,False,Short-lived packet loss observed at edge gateway gw-02.
-37253,2024-05-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.409,False,Temporary gateway failover completed without data loss.
-37254,2024-05-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.973,False,Humidity excursion near finishing booth during coating run.
-37255,2024-05-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.558,False,Quality team requested trace review for lot 24-118B.
-37256,2024-05-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.826,False,Temporary gateway failover completed without data loss.
-37257,2024-05-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.044,False,Air handler maintenance reduced humidity variance on finishing line.
-37258,2024-05-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.713,False,Operator reported intermittent chatter on machine CNC-04.
-37259,2024-05-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.002,False,Coolant loop adjustment reduced chamber temperature spread.
-37260,2024-05-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.829,False,Sensor heartbeat delayed by one interval after gateway retry.
-37261,2024-05-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.35,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37262,2024-05-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.449,False,Anomaly review flagged possible bearing wear progression.
-37263,2024-05-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.772,False,Sensor battery health remains nominal after firmware update.
-37264,2024-05-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.791,False,Packaging line stop reduced adjacent vibration background.
-37265,2024-05-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.761,False,Unbalanced load introduced cyclical pressure ripple.
-37266,2024-05-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.567,False,Vibration harmonics broadened during extended production run.
-37267,2024-05-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.319,False,Unbalanced load introduced cyclical pressure ripple.
-37268,2024-05-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.879,False,Sensor heartbeat delayed by one interval after gateway retry.
-37269,2024-05-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.051,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37270,2024-05-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.193,False,Maintenance note logged for coupling imbalance inspection.
-37271,2024-05-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.181,False,Operator reset acknowledged after red-tag inspection.
-37272,2024-05-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.488,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37273,2024-05-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.272,False,Temperature variance narrowed after coolant nozzle cleaning.
-37274,2024-05-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.003,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37275,2024-05-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.788,False,Vibration harmonics broadened during extended production run.
-37276,2024-05-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.696,False,Pressure peak corresponds to oversized billet batch processing.
-37277,2024-05-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.564,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37278,2024-05-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.414,False,Vibration baseline recovered after tool holder replacement.
-37279,2024-05-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.559,False,Packaging line stop reduced adjacent vibration background.
-37280,2024-05-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.556,False,Sensor enclosure opened for manual calibration verification.
-37281,2024-05-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.172,False,Temperature remained elevated during unscheduled overtime run.
-37282,2024-05-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.041,False,Vibration harmonics broadened during extended production run.
-37283,2024-05-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.197,False,Bearing temperature rising faster than baseline on spindle cell.
-37284,2024-05-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.57,False,Sensor heartbeat delayed by one interval after gateway retry.
-37285,2024-05-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.724,False,Operator reset acknowledged after red-tag inspection.
-37286,2024-05-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.358,False,Humidity baseline improved after seal replacement.
-37287,2024-05-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.396,False,Sensor battery health remains nominal after firmware update.
-37288,2024-05-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.192,False,Warning threshold updated for pilot predictive-maintenance model.
-37289,2024-05-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.783,False,Thermal overshoot event coincided with recipe change on furnace.
-37290,2024-05-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.962,False,Night shift startup produced higher than normal vibration floor.
-37291,2024-05-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.8,False,Packaging line stop reduced adjacent vibration background.
-37292,2024-05-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.558,False,Operator reset acknowledged after red-tag inspection.
-37293,2024-05-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.69,False,Hydraulic line pressure oscillation detected under load.
-37294,2024-05-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.547,False,Vibration baseline recovered after tool holder replacement.
-37295,2024-05-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.528,False,Humidity climbed during dock-door open period in afternoon shift.
-37296,2024-05-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.07,False,Pressure peak corresponds to oversized billet batch processing.
-37297,2024-05-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.298,False,Bearing temperature rising faster than baseline on spindle cell.
-37298,2024-05-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.098,False,Pressure settled back to nominal after valve reseat.
-37299,2024-05-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.89,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37300,2024-05-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.667,False,Temperature variance narrowed after coolant nozzle cleaning.
-37301,2024-05-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,SCADA backfill inserted two delayed telemetry points.
-37302,2024-05-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.009,False,Vibration harmonics broadened during extended production run.
-37303,2024-05-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.839,False,Machine throughput increase drove sustained pressure uplift.
-37304,2024-05-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.319,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37305,2024-05-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.337,False,Thermal overshoot event coincided with recipe change on furnace.
-37306,2024-05-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.052,False,Sensor signal clipping observed during startup surge.
-37307,2024-05-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.196,False,Machine throughput increase drove sustained pressure uplift.
-37308,2024-05-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.115,False,Humidity climbed during dock-door open period in afternoon shift.
-37309,2024-05-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Vibration burst exceeds envelope during tool change cycle.
-37310,2024-05-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.018,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37311,2024-05-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.51,False,Reliability engineer tagged sample window for model retraining.
-37312,2024-05-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.526,False,Temporary gateway failover completed without data loss.
-37313,2024-05-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.378,False,Dust extraction fan offline for 18 minutes on line finishing.
-37314,2024-05-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.357,False,Temperature variance narrowed after coolant nozzle cleaning.
-37315,2024-05-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.646,False,Warning threshold updated for pilot predictive-maintenance model.
-37316,2024-05-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.508,False,Pressure line purge completed before restart authorization.
-37317,2024-05-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.922,False,Maintenance crew confirmed lubrication interval was missed.
-37318,2024-05-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.407,False,Sensor signal clipping observed during startup surge.
-37319,2024-05-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.999,False,Hydraulic line pressure oscillation detected under load.
-37320,2024-05-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.917,False,Humidity baseline improved after seal replacement.
-37321,2024-05-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.01,False,Bearing temperature rising faster than baseline on spindle cell.
-37322,2024-05-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.43,False,Short-lived packet loss observed at edge gateway gw-02.
-37323,2024-05-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.169,False,Vibration burst exceeds envelope during tool change cycle.
-37324,2024-05-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.859,False,Hydraulic line pressure oscillation detected under load.
-37325,2024-05-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.832,False,Condensation warning cleared after dehumidifier ramp-up.
-37326,2024-05-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.721,False,Pressure peak corresponds to oversized billet batch processing.
-37327,2024-05-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.355,False,Reliability engineer tagged sample window for model retraining.
-37328,2024-05-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.17,False,Pressure settled back to nominal after valve reseat.
-37329,2024-05-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.994,False,Vibration burst exceeds envelope during tool change cycle.
-37330,2024-05-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.105,False,Operator reported intermittent chatter on machine CNC-04.
-37331,2024-05-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.717,False,Edge collector replayed buffered events after network recovery.
-37332,2024-05-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.705,False,Hydraulic line pressure oscillation detected under load.
-37333,2024-05-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.736,False,Night shift startup produced higher than normal vibration floor.
-37334,2024-05-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.546,False,Maintenance scheduler deferred calibration due to spare shortage.
-37335,2024-05-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.348,False,Vibration harmonics broadened during extended production run.
-37336,2024-05-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.833,False,Supervisory alert generated after three consecutive threshold breaches.
-37337,2024-05-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.572,False,Edge collector replayed buffered events after network recovery.
-37338,2024-05-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.114,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37339,2024-05-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.276,False,Humidity climbed during dock-door open period in afternoon shift.
-37340,2024-05-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.182,False,Edge collector replayed buffered events after network recovery.
-37341,2024-05-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.082,False,Reliability engineer tagged sample window for model retraining.
-37342,2024-05-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.544,False,Press cycle dwell time lengthened during high-volume batch.
-37343,2024-05-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,critical,8.625,False,Machine idle period extended during planned sanitation window.
-37344,2024-05-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.825,False,Humidity excursion near finishing booth during coating run.
-37345,2024-05-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.566,False,Dust extraction fan offline for 18 minutes on line finishing.
-37346,2024-05-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.16,False,Humidity readings track seasonal rise across late spring.
-37347,2024-05-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.245,False,Hydraulic line pressure oscillation detected under load.
-37348,2024-05-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.857,False,Pressure settled back to nominal after valve reseat.
-37349,2024-05-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.325,False,Quality hold reduced finishing booth activity for one shift.
-37350,2024-05-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.559,False,Humidity baseline improved after seal replacement.
-37351,2024-05-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.083,False,Thermal ramp exceeded expected warmup curve before shift start.
-37352,2024-05-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.953,False,Machine throughput increase drove sustained pressure uplift.
-37353,2024-05-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.185,False,Operator reported intermittent chatter on machine CNC-04.
-37354,2024-05-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.777,False,Calibration check overdue by 11 days for press-line transducer.
-37355,2024-05-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.833,False,Humidity excursion near finishing booth during coating run.
-37356,2024-05-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.955,False,Humidity baseline improved after seal replacement.
-37357,2024-05-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.736,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37358,2024-05-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.06,False,Short-lived packet loss observed at edge gateway gw-02.
-37359,2024-05-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.583,False,Operator reported intermittent chatter on machine CNC-04.
-37360,2024-05-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.948,False,Bearing temperature rising faster than baseline on spindle cell.
-37361,2024-05-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.503,False,Vibration baseline recovered after tool holder replacement.
-37362,2024-05-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.115,False,Machine idle period extended during planned sanitation window.
-37363,2024-05-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Reliability engineer tagged sample window for model retraining.
-37364,2024-05-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.336,False,Maintenance note logged for coupling imbalance inspection.
-37365,2024-05-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.544,False,Machine throughput increase drove sustained pressure uplift.
-37366,2024-05-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.528,False,Air handler maintenance reduced humidity variance on finishing line.
-37367,2024-05-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.611,False,Pressure line purge completed before restart authorization.
-37368,2024-05-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.93,False,Thermal ramp exceeded expected warmup curve before shift start.
-37369,2024-05-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.13,False,Night shift startup produced higher than normal vibration floor.
-37370,2024-05-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.5,False,SCADA backfill inserted two delayed telemetry points.
-37371,2024-05-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.803,False,Sensor enclosure opened for manual calibration verification.
-37372,2024-05-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.754,False,Air handler maintenance reduced humidity variance on finishing line.
-37373,2024-05-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.124,False,Warning threshold updated for pilot predictive-maintenance model.
-37374,2024-05-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.355,False,Temperature remained elevated during unscheduled overtime run.
-37375,2024-05-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.742,False,Humidity readings track seasonal rise across late spring.
-37376,2024-05-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.805,False,Pressure line purge completed before restart authorization.
-37377,2024-05-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.254,False,Maintenance crew confirmed lubrication interval was missed.
-37378,2024-05-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.001,False,Sensor signal clipping observed during startup surge.
-37379,2024-05-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.027,False,Edge collector replayed buffered events after network recovery.
-37380,2024-05-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.954,False,Maintenance note logged for coupling imbalance inspection.
-37381,2024-05-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.734,False,Unbalanced load introduced cyclical pressure ripple.
-37382,2024-05-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.789,False,Humidity baseline improved after seal replacement.
-37383,2024-05-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.551,False,Press cycle dwell time lengthened during high-volume batch.
-37384,2024-05-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.331,False,Vibration burst exceeds envelope during tool change cycle.
-37385,2024-05-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Condensation warning cleared after dehumidifier ramp-up.
-37386,2024-05-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.375,False,Maintenance crew confirmed lubrication interval was missed.
-37387,2024-05-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.383,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37388,2024-05-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.244,False,Pressure peak corresponds to oversized billet batch processing.
-37389,2024-05-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.933,False,Pressure peak corresponds to oversized billet batch processing.
-37390,2024-05-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.607,False,Quality hold reduced finishing booth activity for one shift.
-37391,2024-05-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.014,False,Maintenance scheduler deferred calibration due to spare shortage.
-37392,2024-05-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.908,False,Telemetry quality flag downgraded during sensor self-test window.
-37393,2024-05-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.166,False,Vibration burst exceeds envelope during tool change cycle.
-37394,2024-05-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.935,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37395,2024-05-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.247,False,Air handler maintenance reduced humidity variance on finishing line.
-37396,2024-05-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.722,False,Temporary gateway failover completed without data loss.
-37397,2024-05-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.926,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37398,2024-05-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.475,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37399,2024-05-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.334,False,Temperature remained elevated during unscheduled overtime run.
-37400,2024-05-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.493,False,Quality team requested trace review for lot 24-118B.
-37401,2024-05-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.892,False,Reliability engineer tagged sample window for model retraining.
-37402,2024-05-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.911,False,Vibration harmonics broadened during extended production run.
-37403,2024-05-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.103,False,Pressure settled back to nominal after valve reseat.
-37404,2024-05-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.539,False,Bearing temperature rising faster than baseline on spindle cell.
-37405,2024-05-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.976,False,Press cycle dwell time lengthened during high-volume batch.
-37406,2024-05-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.841,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37407,2024-05-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.149,False,Shift handoff note referenced unusual noise near press enclosure.
-37408,2024-05-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.836,False,Quality team requested trace review for lot 24-118B.
-37409,2024-05-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.072,False,Bearing temperature rising faster than baseline on spindle cell.
-37410,2024-05-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.984,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37411,2024-05-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.963,False,Thermal overshoot event coincided with recipe change on furnace.
-37412,2024-05-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.649,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37413,2024-05-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.66,False,Calibration check overdue by 11 days for press-line transducer.
-37414,2024-05-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.974,False,Humidity excursion near finishing booth during coating run.
-37415,2024-05-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.5,False,Shift handoff note referenced unusual noise near press enclosure.
-37416,2024-05-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.465,False,Warning threshold updated for pilot predictive-maintenance model.
-37417,2024-05-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.809,False,Quality hold reduced finishing booth activity for one shift.
-37418,2024-05-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.705,False,Vibration burst exceeds envelope during tool change cycle.
-37419,2024-05-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.351,False,Press cycle dwell time lengthened during high-volume batch.
-37420,2024-05-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.04,False,Pressure peak corresponds to oversized billet batch processing.
-37421,2024-05-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Reliability engineer tagged sample window for model retraining.
-37422,2024-05-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.161,False,Warning threshold updated for pilot predictive-maintenance model.
-37423,2024-05-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.84,False,Maintenance crew confirmed lubrication interval was missed.
-37424,2024-05-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.83,False,Edge collector replayed buffered events after network recovery.
-37425,2024-05-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.888,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37426,2024-05-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.233,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37427,2024-05-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.68,False,Pressure line purge completed before restart authorization.
-37428,2024-05-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.093,False,Vibration burst exceeds envelope during tool change cycle.
-37429,2024-05-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.367,False,Quality team requested trace review for lot 24-118B.
-37430,2024-05-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.914,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37431,2024-05-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.548,False,Quality team requested trace review for lot 24-118B.
-37432,2024-05-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.413,False,Vibration harmonics broadened during extended production run.
-37433,2024-05-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.883,False,Temporary gateway failover completed without data loss.
-37434,2024-05-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.979,False,Edge collector replayed buffered events after network recovery.
-37435,2024-05-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.978,False,Pressure line purge completed before restart authorization.
-37436,2024-05-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.899,False,Humidity excursion near finishing booth during coating run.
-37437,2024-05-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.829,False,Machine idle period extended during planned sanitation window.
-37438,2024-05-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.464,False,Night shift startup produced higher than normal vibration floor.
-37439,2024-05-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Machine idle period extended during planned sanitation window.
-37440,2024-05-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.371,False,Quality hold reduced finishing booth activity for one shift.
-37441,2024-05-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.56,False,Bearing temperature rising faster than baseline on spindle cell.
-37442,2024-05-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.138,False,Quality hold reduced finishing booth activity for one shift.
-37443,2024-05-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.268,False,Air handler maintenance reduced humidity variance on finishing line.
-37444,2024-05-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.408,False,Packaging line stop reduced adjacent vibration background.
-37445,2024-05-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.465,False,Machine idle period extended during planned sanitation window.
-37446,2024-05-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.346,False,Vibration burst exceeds envelope during tool change cycle.
-37447,2024-05-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.316,False,Temperature variance narrowed after coolant nozzle cleaning.
-37448,2024-05-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.637,False,Packaging line stop reduced adjacent vibration background.
-37449,2024-05-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.224,False,Humidity climbed during dock-door open period in afternoon shift.
-37450,2024-05-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.168,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37451,2024-05-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.81,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37452,2024-05-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.742,False,Humidity excursion near finishing booth during coating run.
-37453,2024-05-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.489,False,Supervisory alert generated after three consecutive threshold breaches.
-37454,2024-05-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.958,False,Condensation warning cleared after dehumidifier ramp-up.
-37455,2024-05-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.004,False,Hydraulic line pressure oscillation detected under load.
-37456,2024-05-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.661,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37457,2024-05-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.612,False,Quality hold reduced finishing booth activity for one shift.
-37458,2024-05-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.618,False,Maintenance note logged for coupling imbalance inspection.
-37459,2024-05-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.975,False,Warning threshold updated for pilot predictive-maintenance model.
-37460,2024-05-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.403,False,Vibration burst exceeds envelope during tool change cycle.
-37461,2024-05-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.883,False,Sensor heartbeat delayed by one interval after gateway retry.
-37462,2024-05-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.312,False,Thermal overshoot event coincided with recipe change on furnace.
-37463,2024-05-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.735,False,Short-lived packet loss observed at edge gateway gw-02.
-37464,2024-05-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.303,False,Machine throughput increase drove sustained pressure uplift.
-37465,2024-05-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.332,False,Transient outlier matched forklift impact near cabinet wall.
-37466,2024-05-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.538,False,Pressure peak corresponds to oversized billet batch processing.
-37467,2024-05-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.311,False,Temperature remained elevated during unscheduled overtime run.
-37468,2024-05-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.75,False,Thermal overshoot event coincided with recipe change on furnace.
-37469,2024-05-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.597,False,Shift handoff note referenced unusual noise near press enclosure.
-37470,2024-05-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.469,False,Packaging line stop reduced adjacent vibration background.
-37471,2024-05-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Pressure line purge completed before restart authorization.
-37472,2024-05-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.12,False,Maintenance note logged for coupling imbalance inspection.
-37473,2024-05-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.266,False,Maintenance note logged for coupling imbalance inspection.
-37474,2024-05-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.092,False,Temporary gateway failover completed without data loss.
-37475,2024-05-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.143,False,Pressure peak corresponds to oversized billet batch processing.
-37476,2024-05-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.832,False,Transient outlier matched forklift impact near cabinet wall.
-37477,2024-05-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.889,False,Warning threshold updated for pilot predictive-maintenance model.
-37478,2024-05-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.949,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37479,2024-05-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.548,False,Humidity baseline improved after seal replacement.
-37480,2024-05-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.912,False,Maintenance note logged for coupling imbalance inspection.
-37481,2024-05-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.557,False,Thermal ramp exceeded expected warmup curve before shift start.
-37482,2024-05-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.932,False,Operator reported intermittent chatter on machine CNC-04.
-37483,2024-05-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.518,False,Machine throughput increase drove sustained pressure uplift.
-37484,2024-05-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.281,False,Maintenance scheduler deferred calibration due to spare shortage.
-37485,2024-05-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.706,False,Sensor enclosure opened for manual calibration verification.
-37486,2024-05-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.853,False,Shift handoff note referenced unusual noise near press enclosure.
-37487,2024-05-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.767,False,Humidity baseline improved after seal replacement.
-37488,2024-05-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.703,False,Hydraulic line pressure oscillation detected under load.
-37489,2024-05-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.707,False,Transient outlier matched forklift impact near cabinet wall.
-37490,2024-05-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.28,False,Shift handoff note referenced unusual noise near press enclosure.
-37491,2024-05-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Bearing temperature rising faster than baseline on spindle cell.
-37492,2024-05-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.343,False,Vibration harmonics broadened during extended production run.
-37493,2024-05-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.43,False,Machine idle period extended during planned sanitation window.
-37494,2024-05-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.251,False,Warning threshold updated for pilot predictive-maintenance model.
-37495,2024-05-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.496,False,Telemetry quality flag downgraded during sensor self-test window.
-37496,2024-05-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.24,False,Humidity excursion near finishing booth during coating run.
-37497,2024-05-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Thermal overshoot event coincided with recipe change on furnace.
-37498,2024-05-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.235,False,Unbalanced load introduced cyclical pressure ripple.
-37499,2024-05-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.571,False,Supervisory alert generated after three consecutive threshold breaches.
-37500,2024-05-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.23,False,Machine idle period extended during planned sanitation window.
-37501,2024-05-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.942,False,Thermal overshoot event coincided with recipe change on furnace.
-37502,2024-05-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.968,False,Sensor heartbeat delayed by one interval after gateway retry.
-37503,2024-05-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.14,False,Temperature variance narrowed after coolant nozzle cleaning.
-37504,2024-05-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.655,False,Maintenance scheduler deferred calibration due to spare shortage.
-37505,2024-05-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.264,False,Temperature variance narrowed after coolant nozzle cleaning.
-37506,2024-05-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.192,False,Quality hold reduced finishing booth activity for one shift.
-37507,2024-05-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Pressure line purge completed before restart authorization.
-37508,2024-05-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.731,False,Temperature remained elevated during unscheduled overtime run.
-37509,2024-05-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.132,False,Sensor heartbeat delayed by one interval after gateway retry.
-37510,2024-05-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.029,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37511,2024-05-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37512,2024-05-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.967,False,Humidity baseline improved after seal replacement.
-37513,2024-05-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.565,False,Short-lived packet loss observed at edge gateway gw-02.
-37514,2024-05-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.739,False,Bearing temperature rising faster than baseline on spindle cell.
-37515,2024-05-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.297,False,Coolant loop adjustment reduced chamber temperature spread.
-37516,2024-05-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.046,False,Vibration burst exceeds envelope during tool change cycle.
-37517,2024-05-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.715,False,Operator reset acknowledged after red-tag inspection.
-37518,2024-05-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.192,False,Packaging line stop reduced adjacent vibration background.
-37519,2024-05-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.207,False,Machine idle period extended during planned sanitation window.
-37520,2024-05-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.38,False,Hydraulic line pressure oscillation detected under load.
-37521,2024-05-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.599,False,Bearing temperature rising faster than baseline on spindle cell.
-37522,2024-05-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.349,False,SCADA backfill inserted two delayed telemetry points.
-37523,2024-05-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.463,False,Anomaly review flagged possible bearing wear progression.
-37524,2024-05-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.661,False,Sensor enclosure opened for manual calibration verification.
-37525,2024-05-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.508,False,Maintenance scheduler deferred calibration due to spare shortage.
-37526,2024-05-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.954,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37527,2024-05-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,SCADA backfill inserted two delayed telemetry points.
-37528,2024-05-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.168,False,Warning threshold updated for pilot predictive-maintenance model.
-37529,2024-05-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.107,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37530,2024-05-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.735,False,Vibration harmonics broadened during extended production run.
-37531,2024-05-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.598,False,Quality team requested trace review for lot 24-118B.
-37532,2024-05-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.207,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37533,2024-05-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.981,False,Sensor battery health remains nominal after firmware update.
-37534,2024-05-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.721,False,Edge collector replayed buffered events after network recovery.
-37535,2024-05-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.829,False,Unbalanced load introduced cyclical pressure ripple.
-37536,2024-05-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.463,False,Quality team requested trace review for lot 24-118B.
-37537,2024-05-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.43,False,Humidity climbed during dock-door open period in afternoon shift.
-37538,2024-05-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.284,False,Air handler maintenance reduced humidity variance on finishing line.
-37539,2024-05-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.845,False,Unbalanced load introduced cyclical pressure ripple.
-37540,2024-05-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.27,False,Unbalanced load introduced cyclical pressure ripple.
-37541,2024-05-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.669,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37542,2024-05-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.844,False,Humidity excursion near finishing booth during coating run.
-37543,2024-05-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37544,2024-05-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.792,False,Sensor signal clipping observed during startup surge.
-37545,2024-05-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.516,False,Reliability engineer tagged sample window for model retraining.
-37546,2024-05-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.215,False,Unbalanced load introduced cyclical pressure ripple.
-37547,2024-05-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.983,False,Vibration burst exceeds envelope during tool change cycle.
-37548,2024-05-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.714,False,Unbalanced load introduced cyclical pressure ripple.
-37549,2024-05-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.768,False,Condensation warning cleared after dehumidifier ramp-up.
-37550,2024-05-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.399,False,Dust extraction fan offline for 18 minutes on line finishing.
-37551,2024-05-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.656,False,Unbalanced load introduced cyclical pressure ripple.
-37552,2024-05-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.137,False,Reliability engineer tagged sample window for model retraining.
-37553,2024-05-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.11,False,Warning threshold updated for pilot predictive-maintenance model.
-37554,2024-05-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.754,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37555,2024-05-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.553,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37556,2024-05-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.001,False,Machine throughput increase drove sustained pressure uplift.
-37557,2024-05-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.795,False,Sensor battery health remains nominal after firmware update.
-37558,2024-05-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.748,False,Bearing temperature rising faster than baseline on spindle cell.
-37559,2024-05-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.249,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37560,2024-05-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.456,False,Humidity excursion near finishing booth during coating run.
-37561,2024-05-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.551,False,Calibration check overdue by 11 days for press-line transducer.
-37562,2024-05-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.886,False,Condensation warning cleared after dehumidifier ramp-up.
-37563,2024-05-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.805,False,Pressure line purge completed before restart authorization.
-37564,2024-05-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.619,False,Packaging line stop reduced adjacent vibration background.
-37565,2024-05-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Maintenance scheduler deferred calibration due to spare shortage.
-37566,2024-05-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.269,False,Unbalanced load introduced cyclical pressure ripple.
-37567,2024-05-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.3,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37568,2024-05-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.262,False,Reliability engineer tagged sample window for model retraining.
-37569,2024-05-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.832,False,Operator reset acknowledged after red-tag inspection.
-37570,2024-05-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.5,False,Pressure settled back to nominal after valve reseat.
-37571,2024-05-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.99,False,Humidity excursion near finishing booth during coating run.
-37572,2024-05-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.425,False,Machine idle period extended during planned sanitation window.
-37573,2024-05-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.326,False,Pressure line purge completed before restart authorization.
-37574,2024-05-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.29,False,Humidity baseline improved after seal replacement.
-37575,2024-05-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.754,False,Night shift startup produced higher than normal vibration floor.
-37576,2024-05-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.083,False,Vibration harmonics broadened during extended production run.
-37577,2024-05-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.722,False,Maintenance note logged for coupling imbalance inspection.
-37578,2024-05-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.29,False,Packaging line stop reduced adjacent vibration background.
-37579,2024-05-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.412,False,Edge collector replayed buffered events after network recovery.
-37580,2024-05-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.692,False,Hydraulic line pressure oscillation detected under load.
-37581,2024-05-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.454,False,Maintenance note logged for coupling imbalance inspection.
-37582,2024-05-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.456,False,Dust extraction fan offline for 18 minutes on line finishing.
-37583,2024-05-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.768,False,Pressure peak corresponds to oversized billet batch processing.
-37584,2024-05-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.468,False,Maintenance crew confirmed lubrication interval was missed.
-37585,2024-05-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.576,False,Anomaly review flagged possible bearing wear progression.
-37586,2024-05-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.814,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37587,2024-05-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.172,False,Dust extraction fan offline for 18 minutes on line finishing.
-37588,2024-05-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.791,False,Sensor battery health remains nominal after firmware update.
-37589,2024-05-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.921,False,Reliability engineer tagged sample window for model retraining.
-37590,2024-05-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.294,False,Quality team requested trace review for lot 24-118B.
-37591,2024-05-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.691,False,Transient outlier matched forklift impact near cabinet wall.
-37592,2024-05-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.16,False,Warning threshold updated for pilot predictive-maintenance model.
-37593,2024-05-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.261,False,Warning threshold updated for pilot predictive-maintenance model.
-37594,2024-05-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.069,False,Hydraulic line pressure oscillation detected under load.
-37595,2024-05-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.228,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37596,2024-05-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.728,False,Operator reported intermittent chatter on machine CNC-04.
-37597,2024-05-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.375,False,Humidity excursion near finishing booth during coating run.
-37598,2024-05-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.007,False,Maintenance note logged for coupling imbalance inspection.
-37599,2024-05-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.987,False,Machine idle period extended during planned sanitation window.
-37600,2024-05-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.296,False,Bearing temperature rising faster than baseline on spindle cell.
-37601,2024-05-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.169,False,Quality team requested trace review for lot 24-118B.
-37602,2024-05-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.828,False,Supervisory alert generated after three consecutive threshold breaches.
-37603,2024-05-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.734,False,Vibration baseline recovered after tool holder replacement.
-37604,2024-05-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.088,False,Air handler maintenance reduced humidity variance on finishing line.
-37605,2024-05-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.153,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37606,2024-05-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.149,False,Operator reported intermittent chatter on machine CNC-04.
-37607,2024-05-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.707,False,Condensation warning cleared after dehumidifier ramp-up.
-37608,2024-05-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.153,False,Vibration burst exceeds envelope during tool change cycle.
-37609,2024-05-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.64,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37610,2024-05-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.555,False,Sensor heartbeat delayed by one interval after gateway retry.
-37611,2024-05-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.237,False,SCADA backfill inserted two delayed telemetry points.
-37612,2024-05-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.707,False,Temperature remained elevated during unscheduled overtime run.
-37613,2024-05-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.702,False,Humidity climbed during dock-door open period in afternoon shift.
-37614,2024-05-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.917,False,Thermal overshoot event coincided with recipe change on furnace.
-37615,2024-05-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.298,False,Thermal ramp exceeded expected warmup curve before shift start.
-37616,2024-05-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,23.932,False,Operator reported intermittent chatter on machine CNC-04.
-37617,2024-05-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.081,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37618,2024-05-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.021,False,Vibration harmonics broadened during extended production run.
-37619,2024-05-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.932,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37620,2024-05-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.762,False,Pressure settled back to nominal after valve reseat.
-37621,2024-05-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,4.374,False,Shift handoff note referenced unusual noise near press enclosure.
-37622,2024-05-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.528,False,Packaging line stop reduced adjacent vibration background.
-37623,2024-05-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.349,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37624,2024-05-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.499,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37625,2024-05-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.097,False,Anomaly review flagged possible bearing wear progression.
-37626,2024-05-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.14,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37627,2024-05-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.321,False,Unbalanced load introduced cyclical pressure ripple.
-37628,2024-05-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,40.004,False,Vibration harmonics broadened during extended production run.
-37629,2024-05-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.258,False,Temperature variance narrowed after coolant nozzle cleaning.
-37630,2024-05-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.305,False,Quality team requested trace review for lot 24-118B.
-37631,2024-05-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,9.194,False,Sensor heartbeat delayed by one interval after gateway retry.
-37632,2024-05-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.962,False,Vibration baseline recovered after tool holder replacement.
-37633,2024-05-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Sensor enclosure opened for manual calibration verification.
-37634,2024-05-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.882,False,Vibration baseline recovered after tool holder replacement.
-37635,2024-05-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.466,False,Reliability engineer tagged sample window for model retraining.
-37636,2024-05-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.864,False,Maintenance note logged for coupling imbalance inspection.
-37637,2024-05-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.883,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37638,2024-05-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.237,False,Air handler maintenance reduced humidity variance on finishing line.
-37639,2024-05-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.272,False,Thermal overshoot event coincided with recipe change on furnace.
-37640,2024-05-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.238,False,Packaging line stop reduced adjacent vibration background.
-37641,2024-05-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.787,False,Pressure line purge completed before restart authorization.
-37642,2024-05-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.406,False,Bearing temperature rising faster than baseline on spindle cell.
-37643,2024-05-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.707,False,Warning threshold updated for pilot predictive-maintenance model.
-37644,2024-05-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.687,False,Telemetry quality flag downgraded during sensor self-test window.
-37645,2024-05-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.664,False,Coolant loop adjustment reduced chamber temperature spread.
-37646,2024-05-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.07,False,Sensor heartbeat delayed by one interval after gateway retry.
-37647,2024-05-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.615,False,Sensor heartbeat delayed by one interval after gateway retry.
-37648,2024-05-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.419,False,Unbalanced load introduced cyclical pressure ripple.
-37649,2024-05-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.943,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37650,2024-05-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.812,False,Temperature variance narrowed after coolant nozzle cleaning.
-37651,2024-05-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.848,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37652,2024-05-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.291,False,Temperature variance narrowed after coolant nozzle cleaning.
-37653,2024-05-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.57,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37654,2024-05-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.767,False,Edge collector replayed buffered events after network recovery.
-37655,2024-05-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.345,False,Temperature variance narrowed after coolant nozzle cleaning.
-37656,2024-05-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.403,False,SCADA backfill inserted two delayed telemetry points.
-37657,2024-05-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Air handler maintenance reduced humidity variance on finishing line.
-37658,2024-05-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.881,False,Press cycle dwell time lengthened during high-volume batch.
-37659,2024-05-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.693,False,Temporary gateway failover completed without data loss.
-37660,2024-05-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.345,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37661,2024-05-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.49,False,Coolant loop adjustment reduced chamber temperature spread.
-37662,2024-05-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.267,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37663,2024-05-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.029,False,Machine throughput increase drove sustained pressure uplift.
-37664,2024-05-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.334,False,Condensation warning cleared after dehumidifier ramp-up.
-37665,2024-05-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.383,False,Maintenance crew confirmed lubrication interval was missed.
-37666,2024-05-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.96,False,Calibration check overdue by 11 days for press-line transducer.
-37667,2024-05-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.709,False,Humidity climbed during dock-door open period in afternoon shift.
-37668,2024-05-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.629,False,Operator reported intermittent chatter on machine CNC-04.
-37669,2024-05-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.755,False,Temporary gateway failover completed without data loss.
-37670,2024-05-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.543,False,Warning threshold updated for pilot predictive-maintenance model.
-37671,2024-05-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.83,False,Edge collector replayed buffered events after network recovery.
-37672,2024-05-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.409,False,Vibration baseline recovered after tool holder replacement.
-37673,2024-05-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.206,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37674,2024-05-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.259,False,Unbalanced load introduced cyclical pressure ripple.
-37675,2024-05-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.076,False,Edge collector replayed buffered events after network recovery.
-37676,2024-05-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.571,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37677,2024-05-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.029,False,Temporary gateway failover completed without data loss.
-37678,2024-05-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.05,False,Supervisory alert generated after three consecutive threshold breaches.
-37679,2024-05-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.194,False,Hydraulic line pressure oscillation detected under load.
-37680,2024-05-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.223,False,Press cycle dwell time lengthened during high-volume batch.
-37681,2024-05-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.874,False,Short-lived packet loss observed at edge gateway gw-02.
-37682,2024-05-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.237,False,Sensor enclosure opened for manual calibration verification.
-37683,2024-05-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.225,False,Quality hold reduced finishing booth activity for one shift.
-37684,2024-05-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.153,False,Coolant loop adjustment reduced chamber temperature spread.
-37685,2024-05-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.662,False,Vibration harmonics broadened during extended production run.
-37686,2024-05-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.409,False,Press cycle dwell time lengthened during high-volume batch.
-37687,2024-05-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.726,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37688,2024-05-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.859,False,Dust extraction fan offline for 18 minutes on line finishing.
-37689,2024-05-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.13,False,Temporary gateway failover completed without data loss.
-37690,2024-05-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.384,False,Pressure settled back to nominal after valve reseat.
-37691,2024-05-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.3,False,Anomaly review flagged possible bearing wear progression.
-37692,2024-05-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.576,False,Sensor signal clipping observed during startup surge.
-37693,2024-05-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.996,False,Machine idle period extended during planned sanitation window.
-37694,2024-05-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.498,False,Humidity readings track seasonal rise across late spring.
-37695,2024-05-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.742,False,Maintenance scheduler deferred calibration due to spare shortage.
-37696,2024-05-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.629,False,Humidity excursion near finishing booth during coating run.
-37697,2024-05-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.872,False,Condensation warning cleared after dehumidifier ramp-up.
-37698,2024-05-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.805,False,Sensor enclosure opened for manual calibration verification.
-37699,2024-05-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.841,False,Maintenance note logged for coupling imbalance inspection.
-37700,2024-05-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.766,False,Night shift startup produced higher than normal vibration floor.
-37701,2024-05-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.091,False,Temperature variance narrowed after coolant nozzle cleaning.
-37702,2024-05-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.04,False,Packaging line stop reduced adjacent vibration background.
-37703,2024-05-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.102,False,Condensation warning cleared after dehumidifier ramp-up.
-37704,2024-05-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.311,False,Pressure line purge completed before restart authorization.
-37705,2024-05-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.879,False,Humidity baseline improved after seal replacement.
-37706,2024-05-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.781,False,Thermal overshoot event coincided with recipe change on furnace.
-37707,2024-05-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Operator reset acknowledged after red-tag inspection.
-37708,2024-05-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.59,False,Maintenance crew confirmed lubrication interval was missed.
-37709,2024-05-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.655,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37710,2024-05-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.715,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37711,2024-05-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.466,False,Humidity excursion near finishing booth during coating run.
-37712,2024-05-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.167,False,Unbalanced load introduced cyclical pressure ripple.
-37713,2024-05-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.378,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37714,2024-05-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.334,False,Night shift startup produced higher than normal vibration floor.
-37715,2024-05-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.736,False,Night shift startup produced higher than normal vibration floor.
-37716,2024-05-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.18,False,Supervisory alert generated after three consecutive threshold breaches.
-37717,2024-05-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.871,False,Temperature remained elevated during unscheduled overtime run.
-37718,2024-05-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.63,False,Sensor battery health remains nominal after firmware update.
-37719,2024-05-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.446,False,Anomaly review flagged possible bearing wear progression.
-37720,2024-05-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.873,False,SCADA backfill inserted two delayed telemetry points.
-37721,2024-05-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.898,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37722,2024-05-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.442,False,Humidity climbed during dock-door open period in afternoon shift.
-37723,2024-05-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.162,False,Dust extraction fan offline for 18 minutes on line finishing.
-37724,2024-05-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.889,False,Maintenance note logged for coupling imbalance inspection.
-37725,2024-05-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.085,False,Short-lived packet loss observed at edge gateway gw-02.
-37726,2024-05-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.659,False,Unbalanced load introduced cyclical pressure ripple.
-37727,2024-05-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.64,False,Sensor enclosure opened for manual calibration verification.
-37728,2024-05-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.895,False,Sensor enclosure opened for manual calibration verification.
-37729,2024-05-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.711,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37730,2024-05-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.711,False,Humidity readings track seasonal rise across late spring.
-37731,2024-05-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.233,False,Packaging line stop reduced adjacent vibration background.
-37732,2024-05-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.915,False,Pressure peak corresponds to oversized billet batch processing.
-37733,2024-05-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.85,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37734,2024-05-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.78,False,Machine idle period extended during planned sanitation window.
-37735,2024-05-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.873,False,Press cycle dwell time lengthened during high-volume batch.
-37736,2024-05-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.252,False,Condensation warning cleared after dehumidifier ramp-up.
-37737,2024-05-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.553,False,Sensor enclosure opened for manual calibration verification.
-37738,2024-05-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.779,False,Press cycle dwell time lengthened during high-volume batch.
-37739,2024-05-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.56,False,Pressure line purge completed before restart authorization.
-37740,2024-05-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.634,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37741,2024-05-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.75,False,Vibration burst exceeds envelope during tool change cycle.
-37742,2024-05-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.926,False,Sensor battery health remains nominal after firmware update.
-37743,2024-05-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.37,False,Condensation warning cleared after dehumidifier ramp-up.
-37744,2024-05-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.942,False,Humidity baseline improved after seal replacement.
-37745,2024-05-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.511,False,Sensor battery health remains nominal after firmware update.
-37746,2024-05-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.544,False,Transient outlier matched forklift impact near cabinet wall.
-37747,2024-05-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.754,False,Temperature remained elevated during unscheduled overtime run.
-37748,2024-05-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.776,False,Machine throughput increase drove sustained pressure uplift.
-37749,2024-05-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.336,False,SCADA backfill inserted two delayed telemetry points.
-37750,2024-05-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.145,False,Temporary gateway failover completed without data loss.
-37751,2024-05-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.478,False,Warning threshold updated for pilot predictive-maintenance model.
-37752,2024-05-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.883,False,Press cycle dwell time lengthened during high-volume batch.
-37753,2024-05-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.202,False,Anomaly review flagged possible bearing wear progression.
-37754,2024-05-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.845,False,Condensation warning cleared after dehumidifier ramp-up.
-37755,2024-05-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.087,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37756,2024-05-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.965,False,SCADA backfill inserted two delayed telemetry points.
-37757,2024-05-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.147,False,Hydraulic line pressure oscillation detected under load.
-37758,2024-05-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.525,False,Humidity excursion near finishing booth during coating run.
-37759,2024-05-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.073,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37760,2024-05-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.038,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37761,2024-05-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Reliability engineer tagged sample window for model retraining.
-37762,2024-05-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.605,False,Machine throughput increase drove sustained pressure uplift.
-37763,2024-05-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.217,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37764,2024-05-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.003,False,Quality hold reduced finishing booth activity for one shift.
-37765,2024-05-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.244,False,Shift handoff note referenced unusual noise near press enclosure.
-37766,2024-05-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.647,False,Pressure line purge completed before restart authorization.
-37767,2024-05-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.677,False,Maintenance note logged for coupling imbalance inspection.
-37768,2024-05-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.431,False,Maintenance note logged for coupling imbalance inspection.
-37769,2024-05-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.474,False,Maintenance scheduler deferred calibration due to spare shortage.
-37770,2024-05-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.586,False,Supervisory alert generated after three consecutive threshold breaches.
-37771,2024-05-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.113,False,Maintenance note logged for coupling imbalance inspection.
-37772,2024-05-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.226,False,Operator reported intermittent chatter on machine CNC-04.
-37773,2024-05-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.706,False,SCADA backfill inserted two delayed telemetry points.
-37774,2024-05-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.383,False,Transient outlier matched forklift impact near cabinet wall.
-37775,2024-05-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,critical,7.447,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37776,2024-05-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.086,False,Sensor signal clipping observed during startup surge.
-37777,2024-05-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Humidity climbed during dock-door open period in afternoon shift.
-37778,2024-05-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.149,False,Maintenance scheduler deferred calibration due to spare shortage.
-37779,2024-05-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.892,False,Pressure settled back to nominal after valve reseat.
-37780,2024-05-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.527,False,Operator reset acknowledged after red-tag inspection.
-37781,2024-05-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.753,False,Vibration baseline recovered after tool holder replacement.
-37782,2024-05-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.685,False,Thermal ramp exceeded expected warmup curve before shift start.
-37783,2024-05-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.735,False,Humidity climbed during dock-door open period in afternoon shift.
-37784,2024-05-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.611,False,Sensor heartbeat delayed by one interval after gateway retry.
-37785,2024-05-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.626,False,Pressure peak corresponds to oversized billet batch processing.
-37786,2024-05-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.451,False,Vibration baseline recovered after tool holder replacement.
-37787,2024-05-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.683,False,Press cycle dwell time lengthened during high-volume batch.
-37788,2024-05-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.752,False,Pressure line purge completed before restart authorization.
-37789,2024-05-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.684,False,Sensor battery health remains nominal after firmware update.
-37790,2024-05-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.792,False,Air handler maintenance reduced humidity variance on finishing line.
-37791,2024-05-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.055,False,Machine throughput increase drove sustained pressure uplift.
-37792,2024-05-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.389,False,Telemetry quality flag downgraded during sensor self-test window.
-37793,2024-05-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.121,False,Pressure peak corresponds to oversized billet batch processing.
-37794,2024-05-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.095,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37795,2024-05-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.352,False,Air handler maintenance reduced humidity variance on finishing line.
-37796,2024-05-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.438,False,Unbalanced load introduced cyclical pressure ripple.
-37797,2024-05-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.094,False,Humidity excursion near finishing booth during coating run.
-37798,2024-05-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.412,False,Edge collector replayed buffered events after network recovery.
-37799,2024-05-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.795,False,Temperature variance narrowed after coolant nozzle cleaning.
-37800,2024-05-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.366,False,Humidity climbed during dock-door open period in afternoon shift.
-37801,2024-05-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.385,False,Dust extraction fan offline for 18 minutes on line finishing.
-37802,2024-05-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.151,False,Edge collector replayed buffered events after network recovery.
-37803,2024-05-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.552,False,Sensor heartbeat delayed by one interval after gateway retry.
-37804,2024-05-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.365,False,Quality team requested trace review for lot 24-118B.
-37805,2024-05-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.317,False,Packaging line stop reduced adjacent vibration background.
-37806,2024-05-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.75,False,Quality hold reduced finishing booth activity for one shift.
-37807,2024-05-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.65,False,Vibration harmonics broadened during extended production run.
-37808,2024-05-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.074,False,Humidity climbed during dock-door open period in afternoon shift.
-37809,2024-05-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.053,False,Sensor enclosure opened for manual calibration verification.
-37810,2024-05-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.921,False,Sensor 3 drift suspected after cross-check with manual gauge.
-37811,2024-05-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,5.837,False,Humidity baseline improved after seal replacement.
-37812,2024-05-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.205,False,Humidity readings track seasonal rise across late spring.
-37813,2024-05-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.503,False,Telemetry quality flag downgraded during sensor self-test window.
-37814,2024-05-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.958,False,Sensor enclosure opened for manual calibration verification.
-37815,2024-05-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.055,False,Operator reset acknowledged after red-tag inspection.
-37816,2024-05-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.741,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37817,2024-05-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.544,False,Thermal overshoot event coincided with recipe change on furnace.
-37818,2024-05-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.175,False,Machine throughput increase drove sustained pressure uplift.
-37819,2024-05-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Warning threshold updated for pilot predictive-maintenance model.
-37820,2024-05-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.743,False,Shift handoff note referenced unusual noise near press enclosure.
-37821,2024-05-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.376,False,Anomaly review flagged possible bearing wear progression.
-37822,2024-05-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.538,False,Air handler maintenance reduced humidity variance on finishing line.
-37823,2024-05-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.887,False,Hydraulic line pressure oscillation detected under load.
-37824,2024-05-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.71,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37825,2024-05-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.674,False,Temperature variance narrowed after coolant nozzle cleaning.
-37826,2024-05-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.519,False,Packaging line stop reduced adjacent vibration background.
-37827,2024-05-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.892,False,Sensor battery health remains nominal after firmware update.
-37828,2024-05-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.22,False,Edge collector replayed buffered events after network recovery.
-37829,2024-05-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.753,False,Packaging line stop reduced adjacent vibration background.
-37830,2024-05-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.061,False,Unbalanced load introduced cyclical pressure ripple.
-37831,2024-05-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.391,False,Hydraulic line pressure oscillation detected under load.
-37832,2024-05-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.405,False,Reliability engineer tagged sample window for model retraining.
-37833,2024-05-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.528,False,Dust extraction fan offline for 18 minutes on line finishing.
-37834,2024-05-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.017,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37835,2024-05-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.028,False,Thermal overshoot event coincided with recipe change on furnace.
-37836,2024-05-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.613,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37837,2024-05-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.44,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37838,2024-05-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.28,False,Unbalanced load introduced cyclical pressure ripple.
-37839,2024-05-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.304,False,Supervisory alert generated after three consecutive threshold breaches.
-37840,2024-05-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.171,False,Packaging line stop reduced adjacent vibration background.
-37841,2024-05-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.537,False,Air handler maintenance reduced humidity variance on finishing line.
-37842,2024-05-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.575,False,Calibration check overdue by 11 days for press-line transducer.
-37843,2024-05-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.442,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37844,2024-05-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.619,False,Transient outlier matched forklift impact near cabinet wall.
-37845,2024-05-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.427,False,Bearing temperature rising faster than baseline on spindle cell.
-37846,2024-05-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.252,False,Unbalanced load introduced cyclical pressure ripple.
-37847,2024-05-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.05,False,Humidity baseline improved after seal replacement.
-37848,2024-05-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.423,False,Vibration baseline recovered after tool holder replacement.
-37849,2024-05-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.185,False,Dust extraction fan offline for 18 minutes on line finishing.
-37850,2024-05-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.931,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37851,2024-05-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.789,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37852,2024-05-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.546,False,Humidity excursion near finishing booth during coating run.
-37853,2024-05-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.558,False,Bearing temperature rising faster than baseline on spindle cell.
-37854,2024-05-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.964,False,SCADA backfill inserted two delayed telemetry points.
-37855,2024-05-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.233,False,Edge collector replayed buffered events after network recovery.
-37856,2024-05-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.272,False,Temperature variance narrowed after coolant nozzle cleaning.
-37857,2024-05-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.363,False,Warning threshold updated for pilot predictive-maintenance model.
-37858,2024-05-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.22,False,Operator reported intermittent chatter on machine CNC-04.
-37859,2024-05-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.388,False,Dust extraction fan offline for 18 minutes on line finishing.
-37860,2024-05-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.481,False,Humidity climbed during dock-door open period in afternoon shift.
-37861,2024-05-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.113,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37862,2024-05-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.315,False,Calibration check overdue by 11 days for press-line transducer.
-37863,2024-05-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.143,False,Pressure settled back to nominal after valve reseat.
-37864,2024-05-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.155,False,Temporary gateway failover completed without data loss.
-37865,2024-05-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.215,False,Telemetry quality flag downgraded during sensor self-test window.
-37866,2024-05-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.793,False,Vibration harmonics broadened during extended production run.
-37867,2024-05-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.814,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37868,2024-05-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.743,False,Maintenance scheduler deferred calibration due to spare shortage.
-37869,2024-05-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Maintenance crew confirmed lubrication interval was missed.
-37870,2024-05-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.466,False,Maintenance scheduler deferred calibration due to spare shortage.
-37871,2024-05-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.177,False,Compressed air fluctuation introduced pressure noise for two cycles.
-37872,2024-05-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.782,False,Machine throughput increase drove sustained pressure uplift.
-37873,2024-05-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.861,False,Thermal overshoot event coincided with recipe change on furnace.
-37874,2024-05-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.328,False,Maintenance scheduler deferred calibration due to spare shortage.
-37875,2024-05-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.746,False,Condensation warning cleared after dehumidifier ramp-up.
-37876,2024-05-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.755,False,Vibration baseline recovered after tool holder replacement.
-37877,2024-05-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Humidity climbed during dock-door open period in afternoon shift.
-37878,2024-05-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.433,False,Quality hold reduced finishing booth activity for one shift.
-37879,2024-05-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.655,False,Sensor heartbeat delayed by one interval after gateway retry.
-37880,2024-05-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.493,False,Quality hold reduced finishing booth activity for one shift.
-37881,2024-05-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.531,False,Maintenance note logged for coupling imbalance inspection.
-37882,2024-05-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.212,False,Packaging line stop reduced adjacent vibration background.
-37883,2024-05-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.396,False,Calibration check overdue by 11 days for press-line transducer.
-37884,2024-05-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.043,False,Humidity excursion near finishing booth during coating run.
-37885,2024-05-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.629,False,Temperature variance narrowed after coolant nozzle cleaning.
-37886,2024-05-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.787,False,Press cycle dwell time lengthened during high-volume batch.
-37887,2024-05-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.837,False,Dust extraction fan offline for 18 minutes on line finishing.
-37888,2024-05-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.015,False,Quality team requested trace review for lot 24-118B.
-37889,2024-05-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.105,False,Air handler maintenance reduced humidity variance on finishing line.
-37890,2024-05-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.033,False,Pressure line purge completed before restart authorization.
-37891,2024-05-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Hydraulic line pressure oscillation detected under load.
-37892,2024-05-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.542,False,Sensor heartbeat delayed by one interval after gateway retry.
-37893,2024-05-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.193,False,Machine idle period extended during planned sanitation window.
-37894,2024-05-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.445,False,Sensor enclosure opened for manual calibration verification.
-37895,2024-05-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.507,False,Machine idle period extended during planned sanitation window.
-37896,2024-05-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.516,False,Coolant loop adjustment reduced chamber temperature spread.
-37897,2024-05-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.153,False,Press cycle dwell time lengthened during high-volume batch.
-37898,2024-05-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.765,False,Operator reported intermittent chatter on machine CNC-04.
-37899,2024-05-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.719,False,Warning threshold updated for pilot predictive-maintenance model.
-37900,2024-05-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.346,False,Temperature remained elevated during unscheduled overtime run.
-37901,2024-05-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.527,False,Pressure line purge completed before restart authorization.
-37902,2024-05-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.051,False,Vibration harmonics broadened during extended production run.
-37903,2024-05-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.356,False,Unbalanced load introduced cyclical pressure ripple.
-37904,2024-05-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.562,False,Telemetry quality flag downgraded during sensor self-test window.
-37905,2024-05-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.064,False,Humidity excursion near finishing booth during coating run.
-37906,2024-05-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.023,False,Reliability engineer tagged sample window for model retraining.
-37907,2024-05-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.104,False,Telemetry quality flag downgraded during sensor self-test window.
-37908,2024-05-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.383,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-37909,2024-05-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.242,False,Machine throughput increase drove sustained pressure uplift.
-37910,2024-05-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.225,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37911,2024-05-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.522,False,Bearing temperature rising faster than baseline on spindle cell.
-37912,2024-05-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.448,False,Reliability engineer tagged sample window for model retraining.
-37913,2024-05-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.826,False,Warning threshold updated for pilot predictive-maintenance model.
-37914,2024-05-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.96,False,Anomaly review flagged possible bearing wear progression.
-37915,2024-05-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.243,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37916,2024-05-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.626,False,Coolant loop adjustment reduced chamber temperature spread.
-37917,2024-05-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.293,False,Quality hold reduced finishing booth activity for one shift.
-37918,2024-05-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.011,False,Pressure peak corresponds to oversized billet batch processing.
-37919,2024-05-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.943,False,Maintenance crew confirmed lubrication interval was missed.
-37920,2024-05-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.233,False,Quality hold reduced finishing booth activity for one shift.
-37921,2024-05-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.69,False,Warning threshold updated for pilot predictive-maintenance model.
-37922,2024-05-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.655,False,Condensation warning cleared after dehumidifier ramp-up.
-37923,2024-05-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.924,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37924,2024-05-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.644,False,Vibration harmonics broadened during extended production run.
-37925,2024-05-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.138,False,Operator reported intermittent chatter on machine CNC-04.
-37926,2024-05-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.53,False,Humidity climbed during dock-door open period in afternoon shift.
-37927,2024-05-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.327,False,Quality hold reduced finishing booth activity for one shift.
-37928,2024-05-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.846,False,Pressure settled back to nominal after valve reseat.
-37929,2024-05-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.584,False,Operator reset acknowledged after red-tag inspection.
-37930,2024-05-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.495,False,Temporary gateway failover completed without data loss.
-37931,2024-05-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Shift handoff note referenced unusual noise near press enclosure.
-37932,2024-05-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,36.013,False,SCADA backfill inserted two delayed telemetry points.
-37933,2024-05-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Air handler maintenance reduced humidity variance on finishing line.
-37934,2024-05-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.803,False,Sensor signal clipping observed during startup surge.
-37935,2024-05-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Humidity excursion near finishing booth during coating run.
-37936,2024-05-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.658,False,Bearing temperature rising faster than baseline on spindle cell.
-37937,2024-05-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.4,False,Machine throughput increase drove sustained pressure uplift.
-37938,2024-05-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.765,False,Reliability engineer tagged sample window for model retraining.
-37939,2024-05-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.152,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-37940,2024-05-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.27,False,Thermal overshoot event coincided with recipe change on furnace.
-37941,2024-05-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.93,False,Vibration baseline recovered after tool holder replacement.
-37942,2024-05-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.181,False,Night shift startup produced higher than normal vibration floor.
-37943,2024-05-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.67,False,Humidity baseline improved after seal replacement.
-37944,2024-05-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.741,False,Heat-treat furnace door cycling increased localized temperature spikes.
-37945,2024-05-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.403,False,Telemetry quality flag downgraded during sensor self-test window.
-37946,2024-05-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.721,False,Sensor battery health remains nominal after firmware update.
-37947,2024-05-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.267,False,Air handler maintenance reduced humidity variance on finishing line.
-37948,2024-05-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.718,False,Short-lived packet loss observed at edge gateway gw-02.
-37949,2024-05-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.46,False,Quality team requested trace review for lot 24-118B.
-37950,2024-05-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.437,False,Maintenance crew confirmed lubrication interval was missed.
-37951,2024-05-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.181,False,Warning threshold updated for pilot predictive-maintenance model.
-37952,2024-05-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.287,False,Ambient temperature stabilized after HVAC stage-two engagement.
-37953,2024-05-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.776,False,Calibration check overdue by 11 days for press-line transducer.
-37954,2024-05-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.612,False,SCADA backfill inserted two delayed telemetry points.
-37955,2024-05-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.05,False,Sensor battery health remains nominal after firmware update.
-37956,2024-05-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.238,False,Maintenance scheduler deferred calibration due to spare shortage.
-37957,2024-05-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.168,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37958,2024-05-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.398,False,Sensor heartbeat delayed by one interval after gateway retry.
-37959,2024-05-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.016,False,Dust extraction fan offline for 18 minutes on line finishing.
-37960,2024-05-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.895,False,Unbalanced load introduced cyclical pressure ripple.
-37961,2024-05-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.168,False,Vibration baseline recovered after tool holder replacement.
-37962,2024-05-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.061,False,Pressure settled back to nominal after valve reseat.
-37963,2024-05-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.361,False,Calibration check overdue by 11 days for press-line transducer.
-37964,2024-05-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.808,False,Vibration baseline recovered after tool holder replacement.
-37965,2024-05-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.624,False,Warning threshold updated for pilot predictive-maintenance model.
-37966,2024-05-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.012,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-37967,2024-05-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.254,False,Quality team requested trace review for lot 24-118B.
-37968,2024-05-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.251,False,Dust extraction fan offline for 18 minutes on line finishing.
-37969,2024-05-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Calibration check overdue by 11 days for press-line transducer.
-37970,2024-05-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.438,False,Air handler maintenance reduced humidity variance on finishing line.
-37971,2024-05-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.703,False,Condensation warning cleared after dehumidifier ramp-up.
-37972,2024-05-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.508,False,Air handler maintenance reduced humidity variance on finishing line.
-37973,2024-05-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.958,False,Shift handoff note referenced unusual noise near press enclosure.
-37974,2024-05-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.05,False,Temperature variance narrowed after coolant nozzle cleaning.
-37975,2024-05-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.504,False,Reliability engineer tagged sample window for model retraining.
-37976,2024-05-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.282,False,Packaging line stop reduced adjacent vibration background.
-37977,2024-05-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.947,False,Humidity baseline improved after seal replacement.
-37978,2024-05-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.004,False,Night shift startup produced higher than normal vibration floor.
-37979,2024-05-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.71,False,Supervisory alert generated after three consecutive threshold breaches.
-37980,2024-05-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.99,False,Calibration check overdue by 11 days for press-line transducer.
-37981,2024-05-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.509,False,Operator reset acknowledged after red-tag inspection.
-37982,2024-05-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.303,False,Thermal overshoot event coincided with recipe change on furnace.
-37983,2024-05-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.365,False,Dust extraction fan offline for 18 minutes on line finishing.
-37984,2024-05-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.054,False,Shift handoff note referenced unusual noise near press enclosure.
-37985,2024-05-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.35,False,Anomaly review flagged possible bearing wear progression.
-37986,2024-05-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.025,False,Hydraulic line pressure oscillation detected under load.
-37987,2024-05-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.456,False,SCADA backfill inserted two delayed telemetry points.
-37988,2024-05-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.28,False,Temperature variance narrowed after coolant nozzle cleaning.
-37989,2024-05-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.099,False,Condensation warning cleared after dehumidifier ramp-up.
-37990,2024-05-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.031,False,Vibration burst exceeds envelope during tool change cycle.
-37991,2024-05-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.286,False,Pressure settled back to nominal after valve reseat.
-37992,2024-05-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.924,False,Temperature remained elevated during unscheduled overtime run.
-37993,2024-05-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.13,False,Condensation warning cleared after dehumidifier ramp-up.
-37994,2024-05-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.041,False,Operator reset acknowledged after red-tag inspection.
-37995,2024-05-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.545,False,SCADA backfill inserted two delayed telemetry points.
-37996,2024-05-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.936,False,Temperature variance narrowed after coolant nozzle cleaning.
-37997,2024-05-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.612,False,Sensor enclosure opened for manual calibration verification.
-37998,2024-05-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.333,False,Sensor heartbeat delayed by one interval after gateway retry.
-37999,2024-05-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.957,False,Supervisory alert generated after three consecutive threshold breaches.
-38000,2024-05-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.254,False,Maintenance scheduler deferred calibration due to spare shortage.
-38001,2024-05-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.004,False,Edge collector replayed buffered events after network recovery.
-38002,2024-05-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,60.109,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38003,2024-05-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.396,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38004,2024-05-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.095,False,Humidity baseline improved after seal replacement.
-38005,2024-05-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.603,False,Edge collector replayed buffered events after network recovery.
-38006,2024-05-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.634,False,Telemetry quality flag downgraded during sensor self-test window.
-38007,2024-05-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.288,False,Temporary gateway failover completed without data loss.
-38008,2024-05-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.947,False,Temperature remained elevated during unscheduled overtime run.
-38009,2024-05-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.934,False,Humidity baseline improved after seal replacement.
-38010,2024-05-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.154,False,Unbalanced load introduced cyclical pressure ripple.
-38011,2024-05-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.758,False,Maintenance scheduler deferred calibration due to spare shortage.
-38012,2024-05-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.989,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38013,2024-05-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.25,False,Quality hold reduced finishing booth activity for one shift.
-38014,2024-05-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.558,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38015,2024-05-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Quality team requested trace review for lot 24-118B.
-38016,2024-05-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.94,False,Air handler maintenance reduced humidity variance on finishing line.
-38017,2024-05-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.987,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38018,2024-05-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.513,False,Pressure settled back to nominal after valve reseat.
-38019,2024-05-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.742,False,Calibration check overdue by 11 days for press-line transducer.
-38020,2024-05-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.822,False,Sensor battery health remains nominal after firmware update.
-38021,2024-05-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.57,False,Machine idle period extended during planned sanitation window.
-38022,2024-05-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.356,False,Temporary gateway failover completed without data loss.
-38023,2024-05-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.135,False,Vibration baseline recovered after tool holder replacement.
-38024,2024-05-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.375,False,Humidity climbed during dock-door open period in afternoon shift.
-38025,2024-05-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.856,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38026,2024-05-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.105,False,Temperature variance narrowed after coolant nozzle cleaning.
-38027,2024-05-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.3,False,Operator reset acknowledged after red-tag inspection.
-38028,2024-05-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.453,False,Packaging line stop reduced adjacent vibration background.
-38029,2024-05-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.694,False,Bearing temperature rising faster than baseline on spindle cell.
-38030,2024-05-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.357,False,Air handler maintenance reduced humidity variance on finishing line.
-38031,2024-05-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.041,False,Sensor heartbeat delayed by one interval after gateway retry.
-38032,2024-05-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.448,False,Sensor signal clipping observed during startup surge.
-38033,2024-05-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.424,False,Temporary gateway failover completed without data loss.
-38034,2024-05-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.293,False,Pressure line purge completed before restart authorization.
-38035,2024-05-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.913,False,Pressure peak corresponds to oversized billet batch processing.
-38036,2024-05-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.92,False,Pressure line purge completed before restart authorization.
-38037,2024-05-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.161,False,Hydraulic line pressure oscillation detected under load.
-38038,2024-05-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.581,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38039,2024-05-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.5,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38040,2024-05-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.37,False,Thermal ramp exceeded expected warmup curve before shift start.
-38041,2024-05-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.06,False,Dust extraction fan offline for 18 minutes on line finishing.
-38042,2024-05-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.49,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38043,2024-05-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.063,False,Maintenance scheduler deferred calibration due to spare shortage.
-38044,2024-05-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.569,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38045,2024-05-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Temporary gateway failover completed without data loss.
-38046,2024-05-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.212,False,Calibration check overdue by 11 days for press-line transducer.
-38047,2024-05-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.542,False,Vibration harmonics broadened during extended production run.
-38048,2024-05-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.797,False,Air handler maintenance reduced humidity variance on finishing line.
-38049,2024-05-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Quality hold reduced finishing booth activity for one shift.
-38050,2024-05-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.617,False,Press cycle dwell time lengthened during high-volume batch.
-38051,2024-05-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.244,False,Vibration burst exceeds envelope during tool change cycle.
-38052,2024-05-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.52,False,Transient outlier matched forklift impact near cabinet wall.
-38053,2024-05-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Temperature variance narrowed after coolant nozzle cleaning.
-38054,2024-05-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.4,False,Quality hold reduced finishing booth activity for one shift.
-38055,2024-05-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.939,False,Vibration burst exceeds envelope during tool change cycle.
-38056,2024-05-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.004,False,Sensor battery health remains nominal after firmware update.
-38057,2024-05-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.266,False,Shift handoff note referenced unusual noise near press enclosure.
-38058,2024-05-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.349,False,Short-lived packet loss observed at edge gateway gw-02.
-38059,2024-05-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.777,False,Machine throughput increase drove sustained pressure uplift.
-38060,2024-05-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.248,False,SCADA backfill inserted two delayed telemetry points.
-38061,2024-05-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.72,False,Transient outlier matched forklift impact near cabinet wall.
-38062,2024-05-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.857,False,Operator reset acknowledged after red-tag inspection.
-38063,2024-05-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.412,False,Packaging line stop reduced adjacent vibration background.
-38064,2024-05-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.027,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38065,2024-05-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.949,False,Coolant loop adjustment reduced chamber temperature spread.
-38066,2024-05-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.091,False,Sensor signal clipping observed during startup surge.
-38067,2024-05-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.371,False,Thermal overshoot event coincided with recipe change on furnace.
-38068,2024-05-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.238,False,Operator reported intermittent chatter on machine CNC-04.
-38069,2024-05-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.221,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38070,2024-05-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.796,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38071,2024-05-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.647,False,Temporary gateway failover completed without data loss.
-38072,2024-05-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.55,False,Sensor battery health remains nominal after firmware update.
-38073,2024-05-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.621,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38074,2024-05-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.965,False,Maintenance crew confirmed lubrication interval was missed.
-38075,2024-05-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.39,False,Calibration check overdue by 11 days for press-line transducer.
-38076,2024-05-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.998,False,Telemetry quality flag downgraded during sensor self-test window.
-38077,2024-05-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.376,False,Telemetry quality flag downgraded during sensor self-test window.
-38078,2024-05-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.485,False,Pressure peak corresponds to oversized billet batch processing.
-38079,2024-05-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.511,False,Thermal ramp exceeded expected warmup curve before shift start.
-38080,2024-05-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.547,False,Quality hold reduced finishing booth activity for one shift.
-38081,2024-05-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.062,False,Sensor enclosure opened for manual calibration verification.
-38082,2024-05-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.167,False,Telemetry quality flag downgraded during sensor self-test window.
-38083,2024-05-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Sensor heartbeat delayed by one interval after gateway retry.
-38084,2024-05-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.303,False,Temporary gateway failover completed without data loss.
-38085,2024-05-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.147,False,Sensor signal clipping observed during startup surge.
-38086,2024-05-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.492,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38087,2024-05-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.458,False,SCADA backfill inserted two delayed telemetry points.
-38088,2024-05-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.747,False,Temperature variance narrowed after coolant nozzle cleaning.
-38089,2024-05-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.141,False,Sensor enclosure opened for manual calibration verification.
-38090,2024-05-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.617,False,Operator reported intermittent chatter on machine CNC-04.
-38091,2024-05-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.218,False,Vibration harmonics broadened during extended production run.
-38092,2024-05-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.26,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38093,2024-05-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.609,False,Sensor heartbeat delayed by one interval after gateway retry.
-38094,2024-05-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.861,False,Dust extraction fan offline for 18 minutes on line finishing.
-38095,2024-05-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.314,False,Edge collector replayed buffered events after network recovery.
-38096,2024-05-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.99,False,Telemetry quality flag downgraded during sensor self-test window.
-38097,2024-05-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.94,False,Pressure settled back to nominal after valve reseat.
-38098,2024-05-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.029,False,Humidity excursion near finishing booth during coating run.
-38099,2024-05-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.151,False,Sensor signal clipping observed during startup surge.
-38100,2024-05-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.934,False,Humidity excursion near finishing booth during coating run.
-38101,2024-05-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.984,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38102,2024-05-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.604,False,Coolant loop adjustment reduced chamber temperature spread.
-38103,2024-05-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.069,False,Pressure settled back to nominal after valve reseat.
-38104,2024-05-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.942,False,Maintenance scheduler deferred calibration due to spare shortage.
-38105,2024-05-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.136,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38106,2024-05-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.592,False,Hydraulic line pressure oscillation detected under load.
-38107,2024-05-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.14,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38108,2024-05-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.279,False,Bearing temperature rising faster than baseline on spindle cell.
-38109,2024-05-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.106,False,Press cycle dwell time lengthened during high-volume batch.
-38110,2024-05-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.515,False,Vibration burst exceeds envelope during tool change cycle.
-38111,2024-05-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.578,False,Packaging line stop reduced adjacent vibration background.
-38112,2024-05-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.613,False,Humidity climbed during dock-door open period in afternoon shift.
-38113,2024-05-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Packaging line stop reduced adjacent vibration background.
-38114,2024-05-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.316,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38115,2024-05-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.502,False,Humidity climbed during dock-door open period in afternoon shift.
-38116,2024-05-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.129,False,Pressure peak corresponds to oversized billet batch processing.
-38117,2024-05-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38118,2024-05-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.639,False,Packaging line stop reduced adjacent vibration background.
-38119,2024-05-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.589,False,Operator reset acknowledged after red-tag inspection.
-38120,2024-05-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.19,False,Calibration check overdue by 11 days for press-line transducer.
-38121,2024-05-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.607,False,Hydraulic line pressure oscillation detected under load.
-38122,2024-05-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.428,False,Operator reported intermittent chatter on machine CNC-04.
-38123,2024-05-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.265,False,Pressure settled back to nominal after valve reseat.
-38124,2024-05-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.721,False,Thermal overshoot event coincided with recipe change on furnace.
-38125,2024-05-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Telemetry quality flag downgraded during sensor self-test window.
-38126,2024-05-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.567,False,Quality team requested trace review for lot 24-118B.
-38127,2024-05-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.177,False,Edge collector replayed buffered events after network recovery.
-38128,2024-05-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.81,False,Edge collector replayed buffered events after network recovery.
-38129,2024-05-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.367,False,Sensor battery health remains nominal after firmware update.
-38130,2024-05-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.461,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38131,2024-05-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.828,False,Hydraulic line pressure oscillation detected under load.
-38132,2024-05-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.442,False,Transient outlier matched forklift impact near cabinet wall.
-38133,2024-05-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.927,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38134,2024-05-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.808,False,Maintenance note logged for coupling imbalance inspection.
-38135,2024-05-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.635,False,Maintenance crew confirmed lubrication interval was missed.
-38136,2024-05-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.914,False,Maintenance scheduler deferred calibration due to spare shortage.
-38137,2024-05-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Vibration burst exceeds envelope during tool change cycle.
-38138,2024-05-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,58.883,False,Maintenance scheduler deferred calibration due to spare shortage.
-38139,2024-05-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.665,False,Transient outlier matched forklift impact near cabinet wall.
-38140,2024-05-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.714,False,Bearing temperature rising faster than baseline on spindle cell.
-38141,2024-05-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.871,False,Calibration check overdue by 11 days for press-line transducer.
-38142,2024-05-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.097,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38143,2024-05-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.22,False,Machine idle period extended during planned sanitation window.
-38144,2024-05-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.387,False,Maintenance scheduler deferred calibration due to spare shortage.
-38145,2024-05-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.22,False,Vibration burst exceeds envelope during tool change cycle.
-38146,2024-05-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.806,False,Quality hold reduced finishing booth activity for one shift.
-38147,2024-05-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.708,False,Pressure settled back to nominal after valve reseat.
-38148,2024-05-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.575,False,Coolant loop adjustment reduced chamber temperature spread.
-38149,2024-05-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.19,False,Vibration harmonics broadened during extended production run.
-38150,2024-05-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.883,False,Air handler maintenance reduced humidity variance on finishing line.
-38151,2024-05-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.397,False,Humidity baseline improved after seal replacement.
-38152,2024-05-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.994,False,Night shift startup produced higher than normal vibration floor.
-38153,2024-05-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Thermal overshoot event coincided with recipe change on furnace.
-38154,2024-05-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.733,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38155,2024-05-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.141,False,Operator reset acknowledged after red-tag inspection.
-38156,2024-05-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.194,False,Night shift startup produced higher than normal vibration floor.
-38157,2024-05-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.335,False,Sensor enclosure opened for manual calibration verification.
-38158,2024-05-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.576,False,Machine throughput increase drove sustained pressure uplift.
-38159,2024-05-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.929,False,Reliability engineer tagged sample window for model retraining.
-38160,2024-05-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.559,False,Edge collector replayed buffered events after network recovery.
-38161,2024-05-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.767,False,Machine idle period extended during planned sanitation window.
-38162,2024-05-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.799,False,Pressure line purge completed before restart authorization.
-38163,2024-05-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.357,False,Press cycle dwell time lengthened during high-volume batch.
-38164,2024-05-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.155,False,Night shift startup produced higher than normal vibration floor.
-38165,2024-05-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38166,2024-05-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.793,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38167,2024-05-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.9,False,Hydraulic line pressure oscillation detected under load.
-38168,2024-05-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.253,False,Humidity baseline improved after seal replacement.
-38169,2024-05-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.613,False,Vibration harmonics broadened during extended production run.
-38170,2024-05-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.13,False,Warning threshold updated for pilot predictive-maintenance model.
-38171,2024-05-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.77,False,Thermal ramp exceeded expected warmup curve before shift start.
-38172,2024-05-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.783,False,Maintenance crew confirmed lubrication interval was missed.
-38173,2024-05-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.016,False,Machine throughput increase drove sustained pressure uplift.
-38174,2024-05-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.672,False,Quality team requested trace review for lot 24-118B.
-38175,2024-05-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.221,False,Maintenance scheduler deferred calibration due to spare shortage.
-38176,2024-05-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.925,False,Maintenance crew confirmed lubrication interval was missed.
-38177,2024-05-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.126,False,Quality hold reduced finishing booth activity for one shift.
-38178,2024-05-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.865,False,Packaging line stop reduced adjacent vibration background.
-38179,2024-05-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.422,False,Sensor battery health remains nominal after firmware update.
-38180,2024-05-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.909,False,Quality team requested trace review for lot 24-118B.
-38181,2024-05-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.601,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38182,2024-05-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.484,False,Maintenance note logged for coupling imbalance inspection.
-38183,2024-05-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.156,False,Operator reported intermittent chatter on machine CNC-04.
-38184,2024-05-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,28.582,False,Thermal overshoot event coincided with recipe change on furnace.
-38185,2024-05-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.049,False,Machine idle period extended during planned sanitation window.
-38186,2024-05-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.6,False,Humidity readings track seasonal rise across late spring.
-38187,2024-05-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.115,False,Humidity climbed during dock-door open period in afternoon shift.
-38188,2024-05-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.312,False,Sensor heartbeat delayed by one interval after gateway retry.
-38189,2024-05-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.343,False,Packaging line stop reduced adjacent vibration background.
-38190,2024-05-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.96,False,Vibration burst exceeds envelope during tool change cycle.
-38191,2024-05-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.223,False,Unbalanced load introduced cyclical pressure ripple.
-38192,2024-05-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.709,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38193,2024-05-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Maintenance note logged for coupling imbalance inspection.
-38194,2024-05-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.734,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38195,2024-05-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.316,False,Pressure peak corresponds to oversized billet batch processing.
-38196,2024-05-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.324,False,Humidity baseline improved after seal replacement.
-38197,2024-05-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.014,False,Sensor enclosure opened for manual calibration verification.
-38198,2024-05-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.272,False,Short-lived packet loss observed at edge gateway gw-02.
-38199,2024-05-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.184,False,Temperature remained elevated during unscheduled overtime run.
-38200,2024-05-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.592,False,Supervisory alert generated after three consecutive threshold breaches.
-38201,2024-05-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.72,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38202,2024-05-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.72,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38203,2024-05-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.555,False,Condensation warning cleared after dehumidifier ramp-up.
-38204,2024-05-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.457,False,Telemetry quality flag downgraded during sensor self-test window.
-38205,2024-05-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.809,False,Calibration check overdue by 11 days for press-line transducer.
-38206,2024-05-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.27,False,Anomaly review flagged possible bearing wear progression.
-38207,2024-05-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Condensation warning cleared after dehumidifier ramp-up.
-38208,2024-05-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.661,False,Packaging line stop reduced adjacent vibration background.
-38209,2024-05-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.542,False,Short-lived packet loss observed at edge gateway gw-02.
-38210,2024-05-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.389,False,Vibration burst exceeds envelope during tool change cycle.
-38211,2024-05-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.492,False,Maintenance crew confirmed lubrication interval was missed.
-38212,2024-05-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.975,False,Pressure line purge completed before restart authorization.
-38213,2024-05-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.11,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38214,2024-05-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.233,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38215,2024-05-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.939,False,Operator reported intermittent chatter on machine CNC-04.
-38216,2024-05-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.273,False,SCADA backfill inserted two delayed telemetry points.
-38217,2024-05-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.777,False,Thermal ramp exceeded expected warmup curve before shift start.
-38218,2024-05-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.793,False,Sensor heartbeat delayed by one interval after gateway retry.
-38219,2024-05-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.913,False,Sensor signal clipping observed during startup surge.
-38220,2024-05-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.579,False,Maintenance crew confirmed lubrication interval was missed.
-38221,2024-05-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.055,False,Calibration check overdue by 11 days for press-line transducer.
-38222,2024-05-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.81,False,Machine idle period extended during planned sanitation window.
-38223,2024-05-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.095,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38224,2024-05-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.62,False,Shift handoff note referenced unusual noise near press enclosure.
-38225,2024-05-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.231,False,Short-lived packet loss observed at edge gateway gw-02.
-38226,2024-05-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.934,False,Operator reported intermittent chatter on machine CNC-04.
-38227,2024-05-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.079,False,Pressure peak corresponds to oversized billet batch processing.
-38228,2024-05-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.67,False,Thermal ramp exceeded expected warmup curve before shift start.
-38229,2024-05-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.492,False,Shift handoff note referenced unusual noise near press enclosure.
-38230,2024-05-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.672,False,Temporary gateway failover completed without data loss.
-38231,2024-05-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.485,False,Maintenance note logged for coupling imbalance inspection.
-38232,2024-05-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.227,False,Vibration baseline recovered after tool holder replacement.
-38233,2024-05-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.001,False,Pressure settled back to nominal after valve reseat.
-38234,2024-05-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.955,False,Humidity baseline improved after seal replacement.
-38235,2024-05-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.86,False,Pressure settled back to nominal after valve reseat.
-38236,2024-05-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.547,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38237,2024-05-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.906,False,Coolant loop adjustment reduced chamber temperature spread.
-38238,2024-05-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.112,False,Condensation warning cleared after dehumidifier ramp-up.
-38239,2024-05-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.649,False,Humidity readings track seasonal rise across late spring.
-38240,2024-05-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.349,False,Humidity climbed during dock-door open period in afternoon shift.
-38241,2024-05-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.997,False,Temperature remained elevated during unscheduled overtime run.
-38242,2024-05-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.991,False,Maintenance scheduler deferred calibration due to spare shortage.
-38243,2024-05-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.532,False,Night shift startup produced higher than normal vibration floor.
-38244,2024-05-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.829,False,Humidity climbed during dock-door open period in afternoon shift.
-38245,2024-05-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.065,False,Telemetry quality flag downgraded during sensor self-test window.
-38246,2024-05-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.232,False,Night shift startup produced higher than normal vibration floor.
-38247,2024-05-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.481,False,Packaging line stop reduced adjacent vibration background.
-38248,2024-05-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.819,False,Vibration baseline recovered after tool holder replacement.
-38249,2024-05-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Coolant loop adjustment reduced chamber temperature spread.
-38250,2024-05-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.759,False,Dust extraction fan offline for 18 minutes on line finishing.
-38251,2024-05-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.705,False,Hydraulic line pressure oscillation detected under load.
-38252,2024-05-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.072,False,Vibration baseline recovered after tool holder replacement.
-38253,2024-05-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.855,False,Vibration harmonics broadened during extended production run.
-38254,2024-05-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.347,False,Humidity climbed during dock-door open period in afternoon shift.
-38255,2024-05-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.096,False,Night shift startup produced higher than normal vibration floor.
-38256,2024-05-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.314,False,Condensation warning cleared after dehumidifier ramp-up.
-38257,2024-05-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.504,False,Sensor heartbeat delayed by one interval after gateway retry.
-38258,2024-05-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.03,False,Sensor enclosure opened for manual calibration verification.
-38259,2024-05-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.654,False,Operator reset acknowledged after red-tag inspection.
-38260,2024-05-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.674,False,Press cycle dwell time lengthened during high-volume batch.
-38261,2024-05-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.065,False,Machine idle period extended during planned sanitation window.
-38262,2024-05-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.479,False,Shift handoff note referenced unusual noise near press enclosure.
-38263,2024-05-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.068,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38264,2024-05-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.809,False,Hydraulic line pressure oscillation detected under load.
-38265,2024-05-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.596,False,Humidity baseline improved after seal replacement.
-38266,2024-05-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.698,False,Operator reset acknowledged after red-tag inspection.
-38267,2024-05-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.463,False,SCADA backfill inserted two delayed telemetry points.
-38268,2024-05-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.352,False,Condensation warning cleared after dehumidifier ramp-up.
-38269,2024-05-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.16,False,Transient outlier matched forklift impact near cabinet wall.
-38270,2024-05-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.012,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38271,2024-05-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.589,False,Press cycle dwell time lengthened during high-volume batch.
-38272,2024-05-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.977,False,Pressure line purge completed before restart authorization.
-38273,2024-05-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.153,False,Temporary gateway failover completed without data loss.
-38274,2024-05-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.578,False,Maintenance scheduler deferred calibration due to spare shortage.
-38275,2024-05-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.209,False,Temporary gateway failover completed without data loss.
-38276,2024-05-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.128,False,Humidity excursion near finishing booth during coating run.
-38277,2024-05-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.189,False,Temporary gateway failover completed without data loss.
-38278,2024-05-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.549,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38279,2024-05-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.28,False,Vibration burst exceeds envelope during tool change cycle.
-38280,2024-05-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.329,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38281,2024-05-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Calibration check overdue by 11 days for press-line transducer.
-38282,2024-05-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.626,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38283,2024-05-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.296,False,Operator reset acknowledged after red-tag inspection.
-38284,2024-05-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.16,False,Temperature variance narrowed after coolant nozzle cleaning.
-38285,2024-05-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.311,False,Maintenance note logged for coupling imbalance inspection.
-38286,2024-05-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.179,False,Sensor signal clipping observed during startup surge.
-38287,2024-05-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.729,False,Condensation warning cleared after dehumidifier ramp-up.
-38288,2024-05-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.475,False,Maintenance crew confirmed lubrication interval was missed.
-38289,2024-05-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.107,False,Humidity readings track seasonal rise across late spring.
-38290,2024-05-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.02,False,Maintenance scheduler deferred calibration due to spare shortage.
-38291,2024-05-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.994,False,Maintenance note logged for coupling imbalance inspection.
-38292,2024-05-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.61,False,Humidity climbed during dock-door open period in afternoon shift.
-38293,2024-05-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.706,False,Vibration baseline recovered after tool holder replacement.
-38294,2024-05-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.929,False,Thermal ramp exceeded expected warmup curve before shift start.
-38295,2024-05-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.933,False,Calibration check overdue by 11 days for press-line transducer.
-38296,2024-05-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.898,False,Condensation warning cleared after dehumidifier ramp-up.
-38297,2024-05-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.302,False,Vibration harmonics broadened during extended production run.
-38298,2024-05-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.242,False,Quality team requested trace review for lot 24-118B.
-38299,2024-05-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.375,False,Humidity readings track seasonal rise across late spring.
-38300,2024-05-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.979,False,Night shift startup produced higher than normal vibration floor.
-38301,2024-05-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.637,False,Short-lived packet loss observed at edge gateway gw-02.
-38302,2024-05-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.482,False,Thermal ramp exceeded expected warmup curve before shift start.
-38303,2024-05-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.549,False,Transient outlier matched forklift impact near cabinet wall.
-38304,2024-05-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.265,False,Temporary gateway failover completed without data loss.
-38305,2024-05-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.966,False,Vibration harmonics broadened during extended production run.
-38306,2024-05-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.227,False,Night shift startup produced higher than normal vibration floor.
-38307,2024-05-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.131,False,Humidity climbed during dock-door open period in afternoon shift.
-38308,2024-05-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.001,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38309,2024-05-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38310,2024-05-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.029,False,Warning threshold updated for pilot predictive-maintenance model.
-38311,2024-05-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.747,False,Pressure line purge completed before restart authorization.
-38312,2024-05-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.798,False,Temperature remained elevated during unscheduled overtime run.
-38313,2024-05-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.746,False,Supervisory alert generated after three consecutive threshold breaches.
-38314,2024-05-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.267,False,Machine idle period extended during planned sanitation window.
-38315,2024-05-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.658,False,Transient outlier matched forklift impact near cabinet wall.
-38316,2024-05-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.842,False,Supervisory alert generated after three consecutive threshold breaches.
-38317,2024-05-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.477,False,Thermal overshoot event coincided with recipe change on furnace.
-38318,2024-05-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.273,False,Pressure line purge completed before restart authorization.
-38319,2024-05-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.442,False,Maintenance note logged for coupling imbalance inspection.
-38320,2024-05-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.116,False,Maintenance scheduler deferred calibration due to spare shortage.
-38321,2024-05-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Edge collector replayed buffered events after network recovery.
-38322,2024-05-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.396,False,SCADA backfill inserted two delayed telemetry points.
-38323,2024-05-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.372,False,Transient outlier matched forklift impact near cabinet wall.
-38324,2024-05-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.303,False,Packaging line stop reduced adjacent vibration background.
-38325,2024-05-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.067,False,Thermal overshoot event coincided with recipe change on furnace.
-38326,2024-05-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.126,False,Temperature remained elevated during unscheduled overtime run.
-38327,2024-05-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.581,False,Pressure settled back to nominal after valve reseat.
-38328,2024-05-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,27.925,False,Maintenance crew confirmed lubrication interval was missed.
-38329,2024-05-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.103,False,Sensor heartbeat delayed by one interval after gateway retry.
-38330,2024-05-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.913,False,Reliability engineer tagged sample window for model retraining.
-38331,2024-05-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.613,False,Maintenance scheduler deferred calibration due to spare shortage.
-38332,2024-05-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.808,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38333,2024-05-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.134,False,Night shift startup produced higher than normal vibration floor.
-38334,2024-05-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.709,False,Vibration harmonics broadened during extended production run.
-38335,2024-05-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.142,False,Maintenance crew confirmed lubrication interval was missed.
-38336,2024-05-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.767,False,Thermal overshoot event coincided with recipe change on furnace.
-38337,2024-05-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.694,False,Sensor enclosure opened for manual calibration verification.
-38338,2024-05-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.047,False,Thermal overshoot event coincided with recipe change on furnace.
-38339,2024-05-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.271,False,SCADA backfill inserted two delayed telemetry points.
-38340,2024-05-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.616,False,Packaging line stop reduced adjacent vibration background.
-38341,2024-05-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.41,False,Sensor battery health remains nominal after firmware update.
-38342,2024-05-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.067,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38343,2024-05-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.265,False,Short-lived packet loss observed at edge gateway gw-02.
-38344,2024-05-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.702,False,Unbalanced load introduced cyclical pressure ripple.
-38345,2024-05-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.477,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38346,2024-05-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.888,False,Telemetry quality flag downgraded during sensor self-test window.
-38347,2024-05-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.778,False,Packaging line stop reduced adjacent vibration background.
-38348,2024-05-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.207,False,Humidity baseline improved after seal replacement.
-38349,2024-05-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.034,False,Reliability engineer tagged sample window for model retraining.
-38350,2024-05-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.047,False,Warning threshold updated for pilot predictive-maintenance model.
-38351,2024-05-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.879,False,Humidity climbed during dock-door open period in afternoon shift.
-38352,2024-05-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.871,False,Maintenance scheduler deferred calibration due to spare shortage.
-38353,2024-05-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.131,False,Warning threshold updated for pilot predictive-maintenance model.
-38354,2024-05-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.591,False,Short-lived packet loss observed at edge gateway gw-02.
-38355,2024-05-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.3,False,Quality hold reduced finishing booth activity for one shift.
-38356,2024-05-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.173,False,Pressure settled back to nominal after valve reseat.
-38357,2024-05-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.936,False,Sensor battery health remains nominal after firmware update.
-38358,2024-05-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,56.525,False,Calibration check overdue by 11 days for press-line transducer.
-38359,2024-05-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.433,False,Humidity readings track seasonal rise across late spring.
-38360,2024-05-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.305,False,Calibration check overdue by 11 days for press-line transducer.
-38361,2024-05-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.708,False,Maintenance crew confirmed lubrication interval was missed.
-38362,2024-05-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.704,False,Vibration harmonics broadened during extended production run.
-38363,2024-05-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.286,False,SCADA backfill inserted two delayed telemetry points.
-38364,2024-05-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.353,False,Night shift startup produced higher than normal vibration floor.
-38365,2024-05-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.11,False,Humidity baseline improved after seal replacement.
-38366,2024-05-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.132,False,Coolant loop adjustment reduced chamber temperature spread.
-38367,2024-05-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.805,False,Vibration harmonics broadened during extended production run.
-38368,2024-05-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.279,False,Operator reset acknowledged after red-tag inspection.
-38369,2024-05-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Sensor heartbeat delayed by one interval after gateway retry.
-38370,2024-05-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.351,False,Machine idle period extended during planned sanitation window.
-38371,2024-05-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.812,False,Unbalanced load introduced cyclical pressure ripple.
-38372,2024-05-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.364,False,Packaging line stop reduced adjacent vibration background.
-38373,2024-05-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.356,False,Bearing temperature rising faster than baseline on spindle cell.
-38374,2024-05-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.405,False,Sensor battery health remains nominal after firmware update.
-38375,2024-05-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.24,False,Short-lived packet loss observed at edge gateway gw-02.
-38376,2024-05-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.725,False,Coolant loop adjustment reduced chamber temperature spread.
-38377,2024-05-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.062,False,Machine throughput increase drove sustained pressure uplift.
-38378,2024-05-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.238,False,Vibration baseline recovered after tool holder replacement.
-38379,2024-05-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.718,False,Warning threshold updated for pilot predictive-maintenance model.
-38380,2024-05-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.696,False,Vibration baseline recovered after tool holder replacement.
-38381,2024-05-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.221,False,Packaging line stop reduced adjacent vibration background.
-38382,2024-05-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.487,False,Transient outlier matched forklift impact near cabinet wall.
-38383,2024-05-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.665,False,Humidity readings track seasonal rise across late spring.
-38384,2024-05-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.977,False,Humidity climbed during dock-door open period in afternoon shift.
-38385,2024-05-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.45,False,Sensor enclosure opened for manual calibration verification.
-38386,2024-05-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.398,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38387,2024-05-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.359,False,Bearing temperature rising faster than baseline on spindle cell.
-38388,2024-05-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.894,False,Humidity baseline improved after seal replacement.
-38389,2024-05-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.024,False,Temporary gateway failover completed without data loss.
-38390,2024-05-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.412,False,Quality hold reduced finishing booth activity for one shift.
-38391,2024-05-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.348,False,Pressure peak corresponds to oversized billet batch processing.
-38392,2024-05-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.347,False,Transient outlier matched forklift impact near cabinet wall.
-38393,2024-05-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.786,False,Vibration harmonics broadened during extended production run.
-38394,2024-05-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.644,False,Vibration baseline recovered after tool holder replacement.
-38395,2024-05-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.515,False,Supervisory alert generated after three consecutive threshold breaches.
-38396,2024-05-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.547,False,Vibration baseline recovered after tool holder replacement.
-38397,2024-05-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.798,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38398,2024-05-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.222,False,Temperature remained elevated during unscheduled overtime run.
-38399,2024-05-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.691,False,Vibration harmonics broadened during extended production run.
-38400,2024-05-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.614,False,SCADA backfill inserted two delayed telemetry points.
-38401,2024-05-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.317,False,Quality hold reduced finishing booth activity for one shift.
-38402,2024-05-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.733,False,Machine throughput increase drove sustained pressure uplift.
-38403,2024-05-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.746,False,Machine throughput increase drove sustained pressure uplift.
-38404,2024-05-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.822,False,Thermal ramp exceeded expected warmup curve before shift start.
-38405,2024-05-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.375,False,Pressure peak corresponds to oversized billet batch processing.
-38406,2024-05-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.529,False,Pressure line purge completed before restart authorization.
-38407,2024-05-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.436,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38408,2024-05-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.318,False,SCADA backfill inserted two delayed telemetry points.
-38409,2024-05-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.428,False,Temporary gateway failover completed without data loss.
-38410,2024-05-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.328,False,Supervisory alert generated after three consecutive threshold breaches.
-38411,2024-05-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.406,False,Vibration harmonics broadened during extended production run.
-38412,2024-05-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.125,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38413,2024-05-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.418,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38414,2024-05-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.125,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38415,2024-05-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.234,False,Bearing temperature rising faster than baseline on spindle cell.
-38416,2024-05-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.787,False,Hydraulic line pressure oscillation detected under load.
-38417,2024-05-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.471,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38418,2024-05-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.934,False,Shift handoff note referenced unusual noise near press enclosure.
-38419,2024-05-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.853,False,Bearing temperature rising faster than baseline on spindle cell.
-38420,2024-05-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.727,False,Transient outlier matched forklift impact near cabinet wall.
-38421,2024-05-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.42,False,Humidity readings track seasonal rise across late spring.
-38422,2024-05-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.523,False,Short-lived packet loss observed at edge gateway gw-02.
-38423,2024-05-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.9,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38424,2024-05-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.488,False,Thermal overshoot event coincided with recipe change on furnace.
-38425,2024-05-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.767,False,Operator reset acknowledged after red-tag inspection.
-38426,2024-05-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.64,False,Packaging line stop reduced adjacent vibration background.
-38427,2024-05-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.268,False,Machine throughput increase drove sustained pressure uplift.
-38428,2024-05-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.539,False,Packaging line stop reduced adjacent vibration background.
-38429,2024-05-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.487,False,Humidity climbed during dock-door open period in afternoon shift.
-38430,2024-05-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.876,False,Sensor signal clipping observed during startup surge.
-38431,2024-05-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.802,False,Vibration baseline recovered after tool holder replacement.
-38432,2024-05-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,29.42,False,Machine throughput increase drove sustained pressure uplift.
-38433,2024-05-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.624,False,Press cycle dwell time lengthened during high-volume batch.
-38434,2024-05-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.912,False,Vibration harmonics broadened during extended production run.
-38435,2024-05-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.529,False,Pressure peak corresponds to oversized billet batch processing.
-38436,2024-05-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.582,False,Pressure peak corresponds to oversized billet batch processing.
-38437,2024-05-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.372,False,Machine idle period extended during planned sanitation window.
-38438,2024-05-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.412,False,Thermal overshoot event coincided with recipe change on furnace.
-38439,2024-05-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.597,False,Humidity readings track seasonal rise across late spring.
-38440,2024-05-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.108,False,Coolant loop adjustment reduced chamber temperature spread.
-38441,2024-05-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.425,False,Vibration burst exceeds envelope during tool change cycle.
-38442,2024-05-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.638,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38443,2024-05-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.356,False,Edge collector replayed buffered events after network recovery.
-38444,2024-05-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.125,False,Condensation warning cleared after dehumidifier ramp-up.
-38445,2024-05-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.415,False,Quality hold reduced finishing booth activity for one shift.
-38446,2024-05-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.061,False,Machine idle period extended during planned sanitation window.
-38447,2024-05-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.745,False,Bearing temperature rising faster than baseline on spindle cell.
-38448,2024-05-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.517,False,Sensor heartbeat delayed by one interval after gateway retry.
-38449,2024-05-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.1,False,Reliability engineer tagged sample window for model retraining.
-38450,2024-05-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.506,False,SCADA backfill inserted two delayed telemetry points.
-38451,2024-05-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.926,False,Humidity baseline improved after seal replacement.
-38452,2024-05-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.044,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38453,2024-05-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.302,False,Pressure peak corresponds to oversized billet batch processing.
-38454,2024-05-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,59.458,False,Maintenance crew confirmed lubrication interval was missed.
-38455,2024-05-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.886,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38456,2024-05-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.484,False,Pressure peak corresponds to oversized billet batch processing.
-38457,2024-05-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.629,False,Pressure settled back to nominal after valve reseat.
-38458,2024-05-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.834,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38459,2024-05-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.92,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38460,2024-05-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.838,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38461,2024-05-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.078,False,Warning threshold updated for pilot predictive-maintenance model.
-38462,2024-05-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.656,False,SCADA backfill inserted two delayed telemetry points.
-38463,2024-05-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.422,False,Short-lived packet loss observed at edge gateway gw-02.
-38464,2024-05-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,49.289,False,Humidity baseline improved after seal replacement.
-38465,2024-05-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.377,False,Sensor battery health remains nominal after firmware update.
-38466,2024-05-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.298,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38467,2024-05-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Pressure settled back to nominal after valve reseat.
-38468,2024-05-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.114,False,Sensor heartbeat delayed by one interval after gateway retry.
-38469,2024-05-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.08,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38470,2024-05-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.136,False,Calibration check overdue by 11 days for press-line transducer.
-38471,2024-05-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.326,False,Unbalanced load introduced cyclical pressure ripple.
-38472,2024-05-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.212,False,Sensor battery health remains nominal after firmware update.
-38473,2024-05-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Reliability engineer tagged sample window for model retraining.
-38474,2024-05-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.496,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38475,2024-05-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.504,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38476,2024-05-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.272,False,Vibration burst exceeds envelope during tool change cycle.
-38477,2024-05-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.534,False,Maintenance crew confirmed lubrication interval was missed.
-38478,2024-05-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.956,False,Quality hold reduced finishing booth activity for one shift.
-38479,2024-05-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.934,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38480,2024-05-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,54.803,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38481,2024-05-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.461,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38482,2024-05-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.562,False,Sensor enclosure opened for manual calibration verification.
-38483,2024-05-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.382,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38484,2024-05-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.814,False,Transient outlier matched forklift impact near cabinet wall.
-38485,2024-05-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Quality hold reduced finishing booth activity for one shift.
-38486,2024-05-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.245,False,Humidity baseline improved after seal replacement.
-38487,2024-05-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.577,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38488,2024-05-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.476,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38489,2024-05-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.172,False,Humidity baseline improved after seal replacement.
-38490,2024-05-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.701,False,Operator reset acknowledged after red-tag inspection.
-38491,2024-05-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.559,False,Thermal overshoot event coincided with recipe change on furnace.
-38492,2024-05-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.937,False,Machine idle period extended during planned sanitation window.
-38493,2024-05-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.646,False,Maintenance note logged for coupling imbalance inspection.
-38494,2024-05-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.588,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38495,2024-05-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.469,False,Coolant loop adjustment reduced chamber temperature spread.
-38496,2024-05-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.029,False,Vibration burst exceeds envelope during tool change cycle.
-38497,2024-05-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.81,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38498,2024-05-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.675,False,Temporary gateway failover completed without data loss.
-38499,2024-05-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.362,False,Humidity climbed during dock-door open period in afternoon shift.
-38500,2024-05-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.941,False,Maintenance crew confirmed lubrication interval was missed.
-38501,2024-05-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.641,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38502,2024-05-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.691,False,Reliability engineer tagged sample window for model retraining.
-38503,2024-05-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.207,False,Quality hold reduced finishing booth activity for one shift.
-38504,2024-05-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.489,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38505,2024-05-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.003,False,Pressure line purge completed before restart authorization.
-38506,2024-05-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.06,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38507,2024-05-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Night shift startup produced higher than normal vibration floor.
-38508,2024-05-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.147,False,Sensor enclosure opened for manual calibration verification.
-38509,2024-05-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.165,False,Transient outlier matched forklift impact near cabinet wall.
-38510,2024-05-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.389,False,Sensor enclosure opened for manual calibration verification.
-38511,2024-05-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.559,False,Maintenance note logged for coupling imbalance inspection.
-38512,2024-05-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.254,False,Edge collector replayed buffered events after network recovery.
-38513,2024-05-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.85,False,Edge collector replayed buffered events after network recovery.
-38514,2024-05-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.776,False,Machine throughput increase drove sustained pressure uplift.
-38515,2024-05-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.045,False,Humidity baseline improved after seal replacement.
-38516,2024-05-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.694,False,Air handler maintenance reduced humidity variance on finishing line.
-38517,2024-05-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.218,False,Temperature remained elevated during unscheduled overtime run.
-38518,2024-05-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.978,False,Hydraulic line pressure oscillation detected under load.
-38519,2024-05-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.936,False,Hydraulic line pressure oscillation detected under load.
-38520,2024-05-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.921,False,Night shift startup produced higher than normal vibration floor.
-38521,2024-05-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.676,False,Quality team requested trace review for lot 24-118B.
-38522,2024-05-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.096,False,Temperature variance narrowed after coolant nozzle cleaning.
-38523,2024-05-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.037,False,Condensation warning cleared after dehumidifier ramp-up.
-38524,2024-05-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.301,False,Air handler maintenance reduced humidity variance on finishing line.
-38525,2024-05-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.229,False,Sensor signal clipping observed during startup surge.
-38526,2024-05-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.861,False,Bearing temperature rising faster than baseline on spindle cell.
-38527,2024-05-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.701,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38528,2024-05-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.532,False,Coolant loop adjustment reduced chamber temperature spread.
-38529,2024-05-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.14,False,Pressure line purge completed before restart authorization.
-38530,2024-05-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.602,False,Temperature remained elevated during unscheduled overtime run.
-38531,2024-05-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.93,False,Temperature variance narrowed after coolant nozzle cleaning.
-38532,2024-05-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.017,False,Temperature variance narrowed after coolant nozzle cleaning.
-38533,2024-05-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.855,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38534,2024-05-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.298,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38535,2024-05-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.731,False,Sensor battery health remains nominal after firmware update.
-38536,2024-05-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.46,False,Warning threshold updated for pilot predictive-maintenance model.
-38537,2024-05-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.362,False,Hydraulic line pressure oscillation detected under load.
-38538,2024-05-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.331,False,Bearing temperature rising faster than baseline on spindle cell.
-38539,2024-05-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.148,False,Sensor battery health remains nominal after firmware update.
-38540,2024-05-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.691,False,Pressure peak corresponds to oversized billet batch processing.
-38541,2024-05-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Hydraulic line pressure oscillation detected under load.
-38542,2024-05-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.115,False,Telemetry quality flag downgraded during sensor self-test window.
-38543,2024-05-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.752,False,Temporary gateway failover completed without data loss.
-38544,2024-05-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.899,False,Sensor signal clipping observed during startup surge.
-38545,2024-05-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.148,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38546,2024-05-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.093,False,Pressure settled back to nominal after valve reseat.
-38547,2024-05-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Night shift startup produced higher than normal vibration floor.
-38548,2024-05-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.8,False,Quality team requested trace review for lot 24-118B.
-38549,2024-05-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.87,False,Supervisory alert generated after three consecutive threshold breaches.
-38550,2024-05-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.071,False,Machine idle period extended during planned sanitation window.
-38551,2024-05-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.528,False,Pressure settled back to nominal after valve reseat.
-38552,2024-05-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.475,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38553,2024-05-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Maintenance scheduler deferred calibration due to spare shortage.
-38554,2024-05-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.924,False,Supervisory alert generated after three consecutive threshold breaches.
-38555,2024-05-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.336,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38556,2024-05-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.574,False,Humidity baseline improved after seal replacement.
-38557,2024-05-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.997,False,Telemetry quality flag downgraded during sensor self-test window.
-38558,2024-05-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.627,False,Sensor signal clipping observed during startup surge.
-38559,2024-05-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.031,False,Temperature variance narrowed after coolant nozzle cleaning.
-38560,2024-05-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.133,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38561,2024-05-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.095,False,Pressure settled back to nominal after valve reseat.
-38562,2024-05-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.624,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38563,2024-05-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.707,False,Temporary gateway failover completed without data loss.
-38564,2024-05-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.622,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38565,2024-05-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.413,False,Calibration check overdue by 11 days for press-line transducer.
-38566,2024-05-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.827,False,Warning threshold updated for pilot predictive-maintenance model.
-38567,2024-05-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.7,False,Transient outlier matched forklift impact near cabinet wall.
-38568,2024-05-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.14,False,Pressure peak corresponds to oversized billet batch processing.
-38569,2024-05-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.794,False,Temperature remained elevated during unscheduled overtime run.
-38570,2024-05-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.199,False,Humidity baseline improved after seal replacement.
-38571,2024-05-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.468,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38572,2024-05-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.38,False,Temporary gateway failover completed without data loss.
-38573,2024-05-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.348,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38574,2024-05-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.629,False,Humidity readings track seasonal rise across late spring.
-38575,2024-05-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.806,False,Temporary gateway failover completed without data loss.
-38576,2024-05-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.997,False,Warning threshold updated for pilot predictive-maintenance model.
-38577,2024-05-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Temporary gateway failover completed without data loss.
-38578,2024-05-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.323,False,Humidity baseline improved after seal replacement.
-38579,2024-05-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.466,False,Telemetry quality flag downgraded during sensor self-test window.
-38580,2024-05-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.139,False,SCADA backfill inserted two delayed telemetry points.
-38581,2024-05-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.829,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38582,2024-05-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.901,False,Maintenance crew confirmed lubrication interval was missed.
-38583,2024-05-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.207,False,Humidity readings track seasonal rise across late spring.
-38584,2024-05-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.284,False,Bearing temperature rising faster than baseline on spindle cell.
-38585,2024-05-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.48,False,Sensor heartbeat delayed by one interval after gateway retry.
-38586,2024-05-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.587,False,Maintenance scheduler deferred calibration due to spare shortage.
-38587,2024-05-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.205,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38588,2024-05-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.224,False,Operator reported intermittent chatter on machine CNC-04.
-38589,2024-05-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,Vibration burst exceeds envelope during tool change cycle.
-38590,2024-05-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.869,False,Sensor enclosure opened for manual calibration verification.
-38591,2024-05-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.687,False,Vibration burst exceeds envelope during tool change cycle.
-38592,2024-05-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.621,False,Thermal overshoot event coincided with recipe change on furnace.
-38593,2024-05-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.721,False,Machine throughput increase drove sustained pressure uplift.
-38594,2024-05-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.446,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38595,2024-05-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.801,False,Bearing temperature rising faster than baseline on spindle cell.
-38596,2024-05-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.295,False,Humidity excursion near finishing booth during coating run.
-38597,2024-05-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38598,2024-05-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.365,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38599,2024-05-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.655,False,Night shift startup produced higher than normal vibration floor.
-38600,2024-05-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.68,False,Vibration harmonics broadened during extended production run.
-38601,2024-05-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.15,False,Sensor enclosure opened for manual calibration verification.
-38602,2024-05-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.013,False,Humidity climbed during dock-door open period in afternoon shift.
-38603,2024-05-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.726,False,Humidity excursion near finishing booth during coating run.
-38604,2024-05-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.115,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38605,2024-05-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.97,False,Maintenance note logged for coupling imbalance inspection.
-38606,2024-05-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.379,False,Calibration check overdue by 11 days for press-line transducer.
-38607,2024-05-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.214,False,Condensation warning cleared after dehumidifier ramp-up.
-38608,2024-05-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.833,False,Dust extraction fan offline for 18 minutes on line finishing.
-38609,2024-05-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.447,False,Operator reported intermittent chatter on machine CNC-04.
-38610,2024-05-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.074,False,Coolant loop adjustment reduced chamber temperature spread.
-38611,2024-05-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.102,False,Machine throughput increase drove sustained pressure uplift.
-38612,2024-05-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.656,False,Vibration burst exceeds envelope during tool change cycle.
-38613,2024-05-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Unbalanced load introduced cyclical pressure ripple.
-38614,2024-05-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.087,False,Transient outlier matched forklift impact near cabinet wall.
-38615,2024-05-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.586,False,Supervisory alert generated after three consecutive threshold breaches.
-38616,2024-05-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.522,False,Bearing temperature rising faster than baseline on spindle cell.
-38617,2024-05-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.409,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38618,2024-05-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.37,False,Anomaly review flagged possible bearing wear progression.
-38619,2024-05-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.727,False,Vibration burst exceeds envelope during tool change cycle.
-38620,2024-05-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.216,False,Short-lived packet loss observed at edge gateway gw-02.
-38621,2024-05-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.514,False,Sensor heartbeat delayed by one interval after gateway retry.
-38622,2024-05-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.868,False,Sensor signal clipping observed during startup surge.
-38623,2024-05-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.256,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38624,2024-05-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.773,False,Night shift startup produced higher than normal vibration floor.
-38625,2024-05-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.931,False,SCADA backfill inserted two delayed telemetry points.
-38626,2024-05-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.421,False,Pressure settled back to nominal after valve reseat.
-38627,2024-05-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.485,False,Hydraulic line pressure oscillation detected under load.
-38628,2024-05-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.872,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38629,2024-05-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.303,False,Sensor enclosure opened for manual calibration verification.
-38630,2024-05-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.224,False,Temporary gateway failover completed without data loss.
-38631,2024-05-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.825,False,Maintenance note logged for coupling imbalance inspection.
-38632,2024-05-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.206,False,Pressure line purge completed before restart authorization.
-38633,2024-05-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.065,False,Temperature remained elevated during unscheduled overtime run.
-38634,2024-05-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.731,False,Air handler maintenance reduced humidity variance on finishing line.
-38635,2024-05-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.545,False,Operator reported intermittent chatter on machine CNC-04.
-38636,2024-05-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.615,False,Hydraulic line pressure oscillation detected under load.
-38637,2024-05-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.159,False,SCADA backfill inserted two delayed telemetry points.
-38638,2024-05-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.545,False,Unbalanced load introduced cyclical pressure ripple.
-38639,2024-05-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.906,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38640,2024-05-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.442,False,Maintenance crew confirmed lubrication interval was missed.
-38641,2024-05-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.503,False,Vibration harmonics broadened during extended production run.
-38642,2024-05-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.378,False,Vibration burst exceeds envelope during tool change cycle.
-38643,2024-05-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.027,False,Supervisory alert generated after three consecutive threshold breaches.
-38644,2024-05-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.744,False,Warning threshold updated for pilot predictive-maintenance model.
-38645,2024-05-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.364,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38646,2024-05-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.265,False,Quality hold reduced finishing booth activity for one shift.
-38647,2024-05-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.593,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38648,2024-05-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.585,False,Humidity readings track seasonal rise across late spring.
-38649,2024-05-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.05,False,Vibration baseline recovered after tool holder replacement.
-38650,2024-05-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.133,False,SCADA backfill inserted two delayed telemetry points.
-38651,2024-05-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.211,False,Condensation warning cleared after dehumidifier ramp-up.
-38652,2024-05-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.846,False,Temperature remained elevated during unscheduled overtime run.
-38653,2024-05-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.698,False,Humidity climbed during dock-door open period in afternoon shift.
-38654,2024-05-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.173,False,Warning threshold updated for pilot predictive-maintenance model.
-38655,2024-05-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.53,False,Transient outlier matched forklift impact near cabinet wall.
-38656,2024-05-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.708,False,Pressure peak corresponds to oversized billet batch processing.
-38657,2024-05-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.144,False,Machine idle period extended during planned sanitation window.
-38658,2024-05-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.004,False,Vibration harmonics broadened during extended production run.
-38659,2024-05-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.694,False,Air handler maintenance reduced humidity variance on finishing line.
-38660,2024-05-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.735,False,Maintenance scheduler deferred calibration due to spare shortage.
-38661,2024-05-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.782,False,Humidity baseline improved after seal replacement.
-38662,2024-05-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.371,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38663,2024-05-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.205,False,Warning threshold updated for pilot predictive-maintenance model.
-38664,2024-05-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.53,False,Vibration baseline recovered after tool holder replacement.
-38665,2024-05-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.933,False,Hydraulic line pressure oscillation detected under load.
-38666,2024-05-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.359,False,Operator reported intermittent chatter on machine CNC-04.
-38667,2024-05-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.633,False,Press cycle dwell time lengthened during high-volume batch.
-38668,2024-05-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.87,False,Anomaly review flagged possible bearing wear progression.
-38669,2024-05-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.871,False,Coolant loop adjustment reduced chamber temperature spread.
-38670,2024-05-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.635,False,Sensor enclosure opened for manual calibration verification.
-38671,2024-05-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.312,False,Vibration baseline recovered after tool holder replacement.
-38672,2024-05-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.43,False,Telemetry quality flag downgraded during sensor self-test window.
-38673,2024-05-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.397,False,Operator reset acknowledged after red-tag inspection.
-38674,2024-05-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.664,False,Unbalanced load introduced cyclical pressure ripple.
-38675,2024-05-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38676,2024-05-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.873,False,Press cycle dwell time lengthened during high-volume batch.
-38677,2024-05-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.647,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38678,2024-05-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.791,False,Maintenance crew confirmed lubrication interval was missed.
-38679,2024-05-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Pressure settled back to nominal after valve reseat.
-38680,2024-05-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.173,False,Condensation warning cleared after dehumidifier ramp-up.
-38681,2024-05-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.589,False,Temperature variance narrowed after coolant nozzle cleaning.
-38682,2024-05-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.072,False,Anomaly review flagged possible bearing wear progression.
-38683,2024-05-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.443,False,Pressure line purge completed before restart authorization.
-38684,2024-05-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.218,False,Temperature variance narrowed after coolant nozzle cleaning.
-38685,2024-05-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.177,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38686,2024-05-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.669,False,Sensor heartbeat delayed by one interval after gateway retry.
-38687,2024-05-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.734,False,Sensor battery health remains nominal after firmware update.
-38688,2024-05-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.755,False,Night shift startup produced higher than normal vibration floor.
-38689,2024-05-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Machine idle period extended during planned sanitation window.
-38690,2024-05-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.863,False,Transient outlier matched forklift impact near cabinet wall.
-38691,2024-05-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.35,False,Temperature variance narrowed after coolant nozzle cleaning.
-38692,2024-05-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.319,False,Calibration check overdue by 11 days for press-line transducer.
-38693,2024-05-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.662,False,Packaging line stop reduced adjacent vibration background.
-38694,2024-05-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.924,False,Transient outlier matched forklift impact near cabinet wall.
-38695,2024-05-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.933,False,Maintenance crew confirmed lubrication interval was missed.
-38696,2024-05-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.955,False,Reliability engineer tagged sample window for model retraining.
-38697,2024-05-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38698,2024-05-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.711,False,Vibration baseline recovered after tool holder replacement.
-38699,2024-05-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.746,False,Machine throughput increase drove sustained pressure uplift.
-38700,2024-05-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.166,False,Dust extraction fan offline for 18 minutes on line finishing.
-38701,2024-05-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.919,False,Bearing temperature rising faster than baseline on spindle cell.
-38702,2024-05-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.543,False,Sensor enclosure opened for manual calibration verification.
-38703,2024-05-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.848,False,Humidity readings track seasonal rise across late spring.
-38704,2024-05-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.989,False,Pressure settled back to nominal after valve reseat.
-38705,2024-05-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.662,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38706,2024-05-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.702,False,Humidity baseline improved after seal replacement.
-38707,2024-05-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.79,False,Dust extraction fan offline for 18 minutes on line finishing.
-38708,2024-05-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.749,False,Maintenance crew confirmed lubrication interval was missed.
-38709,2024-05-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.961,False,Temperature variance narrowed after coolant nozzle cleaning.
-38710,2024-05-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.136,False,Thermal overshoot event coincided with recipe change on furnace.
-38711,2024-05-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.93,False,Packaging line stop reduced adjacent vibration background.
-38712,2024-05-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.352,False,Maintenance crew confirmed lubrication interval was missed.
-38713,2024-05-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.037,False,Transient outlier matched forklift impact near cabinet wall.
-38714,2024-05-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.592,False,Temperature variance narrowed after coolant nozzle cleaning.
-38715,2024-05-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,7.885,False,Edge collector replayed buffered events after network recovery.
-38716,2024-05-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.887,False,Temperature variance narrowed after coolant nozzle cleaning.
-38717,2024-05-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.618,False,Sensor signal clipping observed during startup surge.
-38718,2024-05-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.514,False,Vibration baseline recovered after tool holder replacement.
-38719,2024-05-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.027,False,Pressure line purge completed before restart authorization.
-38720,2024-05-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.532,False,Calibration check overdue by 11 days for press-line transducer.
-38721,2024-05-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.83,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38722,2024-05-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.395,False,Vibration harmonics broadened during extended production run.
-38723,2024-05-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.943,False,Edge collector replayed buffered events after network recovery.
-38724,2024-05-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.966,False,Pressure line purge completed before restart authorization.
-38725,2024-05-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.772,False,Air handler maintenance reduced humidity variance on finishing line.
-38726,2024-05-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.775,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38727,2024-05-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.571,False,Operator reported intermittent chatter on machine CNC-04.
-38728,2024-05-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.202,False,Pressure settled back to nominal after valve reseat.
-38729,2024-05-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.269,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38730,2024-05-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.513,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38731,2024-05-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.615,False,Warning threshold updated for pilot predictive-maintenance model.
-38732,2024-05-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.824,False,Calibration check overdue by 11 days for press-line transducer.
-38733,2024-05-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.323,False,Humidity climbed during dock-door open period in afternoon shift.
-38734,2024-05-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.932,False,Maintenance note logged for coupling imbalance inspection.
-38735,2024-05-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.073,False,Sensor battery health remains nominal after firmware update.
-38736,2024-05-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.138,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38737,2024-05-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.382,False,Unbalanced load introduced cyclical pressure ripple.
-38738,2024-05-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.95,False,Vibration baseline recovered after tool holder replacement.
-38739,2024-05-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.048,False,Sensor battery health remains nominal after firmware update.
-38740,2024-05-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.847,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38741,2024-05-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.442,False,Dust extraction fan offline for 18 minutes on line finishing.
-38742,2024-05-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.499,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38743,2024-05-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.737,False,Coolant loop adjustment reduced chamber temperature spread.
-38744,2024-05-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.491,False,Operator reported intermittent chatter on machine CNC-04.
-38745,2024-05-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.054,False,Humidity excursion near finishing booth during coating run.
-38746,2024-05-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.469,False,Maintenance crew confirmed lubrication interval was missed.
-38747,2024-05-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.891,False,Humidity excursion near finishing booth during coating run.
-38748,2024-05-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.81,False,Vibration burst exceeds envelope during tool change cycle.
-38749,2024-05-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Hydraulic line pressure oscillation detected under load.
-38750,2024-05-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.166,False,Machine throughput increase drove sustained pressure uplift.
-38751,2024-05-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.138,False,Vibration burst exceeds envelope during tool change cycle.
-38752,2024-05-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.663,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38753,2024-05-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.057,False,Pressure peak corresponds to oversized billet batch processing.
-38754,2024-05-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.839,False,Quality hold reduced finishing booth activity for one shift.
-38755,2024-05-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.109,False,Reliability engineer tagged sample window for model retraining.
-38756,2024-05-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.731,False,Packaging line stop reduced adjacent vibration background.
-38757,2024-05-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.016,False,Warning threshold updated for pilot predictive-maintenance model.
-38758,2024-05-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.713,False,Transient outlier matched forklift impact near cabinet wall.
-38759,2024-05-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.811,False,Anomaly review flagged possible bearing wear progression.
-38760,2024-05-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.915,False,Maintenance scheduler deferred calibration due to spare shortage.
-38761,2024-05-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Temporary gateway failover completed without data loss.
-38762,2024-05-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.078,False,Machine idle period extended during planned sanitation window.
-38763,2024-05-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.652,False,Sensor battery health remains nominal after firmware update.
-38764,2024-05-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.56,False,Sensor signal clipping observed during startup surge.
-38765,2024-05-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.252,False,Supervisory alert generated after three consecutive threshold breaches.
-38766,2024-05-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.27,False,Hydraulic line pressure oscillation detected under load.
-38767,2024-05-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.266,False,Humidity readings track seasonal rise across late spring.
-38768,2024-05-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.036,False,Operator reset acknowledged after red-tag inspection.
-38769,2024-05-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.547,False,Bearing temperature rising faster than baseline on spindle cell.
-38770,2024-05-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.542,False,Air handler maintenance reduced humidity variance on finishing line.
-38771,2024-05-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.241,False,Vibration harmonics broadened during extended production run.
-38772,2024-05-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,39.106,False,Operator reported intermittent chatter on machine CNC-04.
-38773,2024-05-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.074,False,Reliability engineer tagged sample window for model retraining.
-38774,2024-05-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.746,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38775,2024-05-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.254,False,Humidity baseline improved after seal replacement.
-38776,2024-05-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.278,False,Humidity baseline improved after seal replacement.
-38777,2024-05-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.579,False,Shift handoff note referenced unusual noise near press enclosure.
-38778,2024-05-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.561,False,Operator reported intermittent chatter on machine CNC-04.
-38779,2024-05-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.865,False,Humidity climbed during dock-door open period in afternoon shift.
-38780,2024-05-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.878,False,Bearing temperature rising faster than baseline on spindle cell.
-38781,2024-05-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Condensation warning cleared after dehumidifier ramp-up.
-38782,2024-05-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.233,False,Sensor battery health remains nominal after firmware update.
-38783,2024-05-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.948,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38784,2024-05-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.055,False,Humidity climbed during dock-door open period in afternoon shift.
-38785,2024-05-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.248,False,Maintenance crew confirmed lubrication interval was missed.
-38786,2024-05-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.412,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38787,2024-05-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.656,False,Quality team requested trace review for lot 24-118B.
-38788,2024-05-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.527,False,Bearing temperature rising faster than baseline on spindle cell.
-38789,2024-05-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.867,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38790,2024-05-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.744,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38791,2024-05-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.329,False,Reliability engineer tagged sample window for model retraining.
-38792,2024-05-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.319,False,Sensor signal clipping observed during startup surge.
-38793,2024-05-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.105,False,Temporary gateway failover completed without data loss.
-38794,2024-05-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.136,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38795,2024-05-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.44,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38796,2024-05-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.072,False,Maintenance scheduler deferred calibration due to spare shortage.
-38797,2024-05-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.503,False,Supervisory alert generated after three consecutive threshold breaches.
-38798,2024-05-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.839,False,Bearing temperature rising faster than baseline on spindle cell.
-38799,2024-05-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.933,False,Pressure settled back to nominal after valve reseat.
-38800,2024-05-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.525,False,Telemetry quality flag downgraded during sensor self-test window.
-38801,2024-05-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.127,False,Operator reset acknowledged after red-tag inspection.
-38802,2024-05-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.557,False,Pressure peak corresponds to oversized billet batch processing.
-38803,2024-05-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.304,False,Vibration burst exceeds envelope during tool change cycle.
-38804,2024-05-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.246,False,Calibration check overdue by 11 days for press-line transducer.
-38805,2024-05-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.308,False,Pressure peak corresponds to oversized billet batch processing.
-38806,2024-05-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.733,False,Temporary gateway failover completed without data loss.
-38807,2024-05-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.348,False,Thermal overshoot event coincided with recipe change on furnace.
-38808,2024-05-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.714,False,Supervisory alert generated after three consecutive threshold breaches.
-38809,2024-05-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.615,False,Air handler maintenance reduced humidity variance on finishing line.
-38810,2024-05-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.189,False,Short-lived packet loss observed at edge gateway gw-02.
-38811,2024-05-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.499,False,Shift handoff note referenced unusual noise near press enclosure.
-38812,2024-05-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.472,False,Pressure line purge completed before restart authorization.
-38813,2024-05-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.988,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38814,2024-05-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.793,False,Thermal overshoot event coincided with recipe change on furnace.
-38815,2024-05-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.53,False,Calibration check overdue by 11 days for press-line transducer.
-38816,2024-05-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.943,False,Edge collector replayed buffered events after network recovery.
-38817,2024-05-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.452,False,Vibration baseline recovered after tool holder replacement.
-38818,2024-05-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.284,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38819,2024-05-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.534,False,Coolant loop adjustment reduced chamber temperature spread.
-38820,2024-05-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.939,False,Humidity baseline improved after seal replacement.
-38821,2024-05-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.47,False,Temperature variance narrowed after coolant nozzle cleaning.
-38822,2024-05-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.184,False,Humidity climbed during dock-door open period in afternoon shift.
-38823,2024-05-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.036,False,Warning threshold updated for pilot predictive-maintenance model.
-38824,2024-05-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.845,False,Condensation warning cleared after dehumidifier ramp-up.
-38825,2024-05-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.087,False,Operator reset acknowledged after red-tag inspection.
-38826,2024-05-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.391,False,Quality team requested trace review for lot 24-118B.
-38827,2024-05-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.55,False,Condensation warning cleared after dehumidifier ramp-up.
-38828,2024-05-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.234,False,Hydraulic line pressure oscillation detected under load.
-38829,2024-05-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.932,False,Machine throughput increase drove sustained pressure uplift.
-38830,2024-05-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.729,False,Unbalanced load introduced cyclical pressure ripple.
-38831,2024-05-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.586,False,Pressure settled back to nominal after valve reseat.
-38832,2024-05-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.933,False,Transient outlier matched forklift impact near cabinet wall.
-38833,2024-05-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.507,False,Supervisory alert generated after three consecutive threshold breaches.
-38834,2024-05-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.302,False,Humidity baseline improved after seal replacement.
-38835,2024-05-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Short-lived packet loss observed at edge gateway gw-02.
-38836,2024-05-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.081,False,Pressure settled back to nominal after valve reseat.
-38837,2024-05-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.072,False,Press cycle dwell time lengthened during high-volume batch.
-38838,2024-05-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.13,False,Dust extraction fan offline for 18 minutes on line finishing.
-38839,2024-05-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.9,False,Vibration harmonics broadened during extended production run.
-38840,2024-05-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.932,False,Bearing temperature rising faster than baseline on spindle cell.
-38841,2024-05-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.44,False,Sensor enclosure opened for manual calibration verification.
-38842,2024-05-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.473,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38843,2024-05-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.274,False,Pressure line purge completed before restart authorization.
-38844,2024-05-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.115,False,Operator reset acknowledged after red-tag inspection.
-38845,2024-05-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.191,False,Humidity climbed during dock-door open period in afternoon shift.
-38846,2024-05-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.208,False,Edge collector replayed buffered events after network recovery.
-38847,2024-05-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.789,False,Reliability engineer tagged sample window for model retraining.
-38848,2024-05-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.01,False,Temporary gateway failover completed without data loss.
-38849,2024-05-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.495,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38850,2024-05-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.968,False,Maintenance crew confirmed lubrication interval was missed.
-38851,2024-05-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.777,False,Vibration harmonics broadened during extended production run.
-38852,2024-05-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.416,False,Short-lived packet loss observed at edge gateway gw-02.
-38853,2024-05-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.381,False,Hydraulic line pressure oscillation detected under load.
-38854,2024-05-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.907,False,Thermal ramp exceeded expected warmup curve before shift start.
-38855,2024-05-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Quality team requested trace review for lot 24-118B.
-38856,2024-05-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.971,False,Quality team requested trace review for lot 24-118B.
-38857,2024-05-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.102,False,Quality team requested trace review for lot 24-118B.
-38858,2024-05-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.255,False,Unbalanced load introduced cyclical pressure ripple.
-38859,2024-05-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.023,False,Quality team requested trace review for lot 24-118B.
-38860,2024-05-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.792,False,Press cycle dwell time lengthened during high-volume batch.
-38861,2024-05-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.943,False,Thermal overshoot event coincided with recipe change on furnace.
-38862,2024-05-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.594,False,Bearing temperature rising faster than baseline on spindle cell.
-38863,2024-05-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.259,False,Quality hold reduced finishing booth activity for one shift.
-38864,2024-05-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.488,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38865,2024-05-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.044,False,Quality team requested trace review for lot 24-118B.
-38866,2024-05-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.905,False,Humidity climbed during dock-door open period in afternoon shift.
-38867,2024-05-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.406,False,Humidity excursion near finishing booth during coating run.
-38868,2024-05-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.446,False,Calibration check overdue by 11 days for press-line transducer.
-38869,2024-05-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.585,False,Temperature remained elevated during unscheduled overtime run.
-38870,2024-05-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.717,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38871,2024-05-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.666,False,Thermal overshoot event coincided with recipe change on furnace.
-38872,2024-05-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.262,False,Condensation warning cleared after dehumidifier ramp-up.
-38873,2024-05-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Night shift startup produced higher than normal vibration floor.
-38874,2024-05-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.26,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38875,2024-05-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.787,False,Quality team requested trace review for lot 24-118B.
-38876,2024-05-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.138,False,Maintenance scheduler deferred calibration due to spare shortage.
-38877,2024-05-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.543,False,Thermal ramp exceeded expected warmup curve before shift start.
-38878,2024-05-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.065,False,Pressure line purge completed before restart authorization.
-38879,2024-05-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.203,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38880,2024-05-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.218,False,Operator reset acknowledged after red-tag inspection.
-38881,2024-05-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.666,False,Hydraulic line pressure oscillation detected under load.
-38882,2024-05-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.356,False,Machine throughput increase drove sustained pressure uplift.
-38883,2024-05-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.233,False,Machine throughput increase drove sustained pressure uplift.
-38884,2024-05-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.165,False,Bearing temperature rising faster than baseline on spindle cell.
-38885,2024-05-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.015,False,Hydraulic line pressure oscillation detected under load.
-38886,2024-05-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.252,False,Compressed air fluctuation introduced pressure noise for two cycles.
-38887,2024-05-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.552,False,Press cycle dwell time lengthened during high-volume batch.
-38888,2024-05-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.499,False,Night shift startup produced higher than normal vibration floor.
-38889,2024-05-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.41,False,Transient outlier matched forklift impact near cabinet wall.
-38890,2024-05-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.2,False,Humidity readings track seasonal rise across late spring.
-38891,2024-05-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.461,False,Supervisory alert generated after three consecutive threshold breaches.
-38892,2024-05-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.126,False,Reliability engineer tagged sample window for model retraining.
-38893,2024-05-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.384,False,SCADA backfill inserted two delayed telemetry points.
-38894,2024-05-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.89,False,Condensation warning cleared after dehumidifier ramp-up.
-38895,2024-05-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.149,False,Operator reported intermittent chatter on machine CNC-04.
-38896,2024-05-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.186,False,Warning threshold updated for pilot predictive-maintenance model.
-38897,2024-05-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.291,False,Vibration burst exceeds envelope during tool change cycle.
-38898,2024-05-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.656,False,Edge collector replayed buffered events after network recovery.
-38899,2024-05-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.735,False,Shift handoff note referenced unusual noise near press enclosure.
-38900,2024-05-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.389,False,Quality hold reduced finishing booth activity for one shift.
-38901,2024-05-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.691,False,Humidity readings track seasonal rise across late spring.
-38902,2024-05-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.98,False,Edge collector replayed buffered events after network recovery.
-38903,2024-05-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.692,False,Quality team requested trace review for lot 24-118B.
-38904,2024-05-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.601,False,Bearing temperature rising faster than baseline on spindle cell.
-38905,2024-05-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.388,False,Humidity readings track seasonal rise across late spring.
-38906,2024-05-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.437,False,Press cycle dwell time lengthened during high-volume batch.
-38907,2024-05-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.707,False,Sensor enclosure opened for manual calibration verification.
-38908,2024-05-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.353,False,Calibration check overdue by 11 days for press-line transducer.
-38909,2024-05-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.153,False,Unbalanced load introduced cyclical pressure ripple.
-38910,2024-05-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.697,False,Telemetry quality flag downgraded during sensor self-test window.
-38911,2024-05-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.576,False,Temporary gateway failover completed without data loss.
-38912,2024-05-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.813,False,Pressure peak corresponds to oversized billet batch processing.
-38913,2024-05-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.829,False,Vibration baseline recovered after tool holder replacement.
-38914,2024-05-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.208,False,Warning threshold updated for pilot predictive-maintenance model.
-38915,2024-05-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.995,False,Telemetry quality flag downgraded during sensor self-test window.
-38916,2024-05-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.761,False,Packaging line stop reduced adjacent vibration background.
-38917,2024-05-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.654,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38918,2024-05-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.384,False,Maintenance scheduler deferred calibration due to spare shortage.
-38919,2024-05-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.662,False,Bearing temperature rising faster than baseline on spindle cell.
-38920,2024-05-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.897,False,Maintenance note logged for coupling imbalance inspection.
-38921,2024-05-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.261,False,Anomaly review flagged possible bearing wear progression.
-38922,2024-05-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.032,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38923,2024-05-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.909,False,Quality hold reduced finishing booth activity for one shift.
-38924,2024-05-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.7,False,Ambient temperature stabilized after HVAC stage-two engagement.
-38925,2024-05-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.655,False,Press cycle dwell time lengthened during high-volume batch.
-38926,2024-05-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.632,False,Vibration harmonics broadened during extended production run.
-38927,2024-05-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.136,False,Vibration harmonics broadened during extended production run.
-38928,2024-05-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.986,False,Supervisory alert generated after three consecutive threshold breaches.
-38929,2024-05-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.417,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-38930,2024-05-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.355,False,Press cycle dwell time lengthened during high-volume batch.
-38931,2024-05-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Anomaly review flagged possible bearing wear progression.
-38932,2024-05-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.081,False,Thermal overshoot event coincided with recipe change on furnace.
-38933,2024-05-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.337,False,Edge collector replayed buffered events after network recovery.
-38934,2024-05-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.806,False,Thermal ramp exceeded expected warmup curve before shift start.
-38935,2024-05-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.149,False,Heat-treat furnace door cycling increased localized temperature spikes.
-38936,2024-05-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.629,False,Maintenance scheduler deferred calibration due to spare shortage.
-38937,2024-05-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.254,False,Humidity readings track seasonal rise across late spring.
-38938,2024-05-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.839,False,Sensor heartbeat delayed by one interval after gateway retry.
-38939,2024-05-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-38940,2024-05-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.485,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-38941,2024-05-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.581,False,Reliability engineer tagged sample window for model retraining.
-38942,2024-05-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.765,False,Night shift startup produced higher than normal vibration floor.
-38943,2024-05-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.557,False,Vibration burst exceeds envelope during tool change cycle.
-38944,2024-05-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.752,False,Warning threshold updated for pilot predictive-maintenance model.
-38945,2024-05-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.453,False,Humidity climbed during dock-door open period in afternoon shift.
-38946,2024-05-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.892,False,Temperature remained elevated during unscheduled overtime run.
-38947,2024-05-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.811,False,Telemetry quality flag downgraded during sensor self-test window.
-38948,2024-05-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.688,False,Transient outlier matched forklift impact near cabinet wall.
-38949,2024-05-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.971,False,Vibration harmonics broadened during extended production run.
-38950,2024-05-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.657,False,Maintenance scheduler deferred calibration due to spare shortage.
-38951,2024-05-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.327,False,Humidity readings track seasonal rise across late spring.
-38952,2024-05-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.817,False,Thermal overshoot event coincided with recipe change on furnace.
-38953,2024-05-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.711,False,Thermal ramp exceeded expected warmup curve before shift start.
-38954,2024-05-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.301,False,Pressure peak corresponds to oversized billet batch processing.
-38955,2024-05-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.95,False,Operator reported intermittent chatter on machine CNC-04.
-38956,2024-05-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.654,False,Supervisory alert generated after three consecutive threshold breaches.
-38957,2024-05-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Reliability engineer tagged sample window for model retraining.
-38958,2024-05-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.182,False,Edge collector replayed buffered events after network recovery.
-38959,2024-05-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.842,False,Thermal overshoot event coincided with recipe change on furnace.
-38960,2024-05-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.199,False,Thermal overshoot event coincided with recipe change on furnace.
-38961,2024-05-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.364,False,Thermal ramp exceeded expected warmup curve before shift start.
-38962,2024-05-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.202,False,Calibration check overdue by 11 days for press-line transducer.
-38963,2024-05-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.454,False,Warning threshold updated for pilot predictive-maintenance model.
-38964,2024-05-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.241,False,Vibration harmonics broadened during extended production run.
-38965,2024-05-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Shift handoff note referenced unusual noise near press enclosure.
-38966,2024-05-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.458,False,Machine idle period extended during planned sanitation window.
-38967,2024-05-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.848,False,Maintenance note logged for coupling imbalance inspection.
-38968,2024-05-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.091,False,Reliability engineer tagged sample window for model retraining.
-38969,2024-05-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.202,False,Sensor enclosure opened for manual calibration verification.
-38970,2024-05-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.001,False,Maintenance crew confirmed lubrication interval was missed.
-38971,2024-05-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.342,False,Sensor enclosure opened for manual calibration verification.
-38972,2024-05-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,28.772,False,Pressure line purge completed before restart authorization.
-38973,2024-05-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.564,False,Bearing temperature rising faster than baseline on spindle cell.
-38974,2024-05-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.012,False,Transient outlier matched forklift impact near cabinet wall.
-38975,2024-05-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.983,False,Supervisory alert generated after three consecutive threshold breaches.
-38976,2024-05-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.64,False,Coolant loop adjustment reduced chamber temperature spread.
-38977,2024-05-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.375,False,Sensor enclosure opened for manual calibration verification.
-38978,2024-05-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.817,False,Edge collector replayed buffered events after network recovery.
-38979,2024-05-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.417,False,Packaging line stop reduced adjacent vibration background.
-38980,2024-05-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.671,False,Temperature variance narrowed after coolant nozzle cleaning.
-38981,2024-05-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.881,False,Short-lived packet loss observed at edge gateway gw-02.
-38982,2024-05-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.597,False,Anomaly review flagged possible bearing wear progression.
-38983,2024-05-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.838,False,Calibration check overdue by 11 days for press-line transducer.
-38984,2024-05-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,32.296,False,Short-lived packet loss observed at edge gateway gw-02.
-38985,2024-05-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.365,False,Transient outlier matched forklift impact near cabinet wall.
-38986,2024-05-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.718,False,Sensor enclosure opened for manual calibration verification.
-38987,2024-05-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.07,False,SCADA backfill inserted two delayed telemetry points.
-38988,2024-05-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.117,False,Humidity excursion near finishing booth during coating run.
-38989,2024-05-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.711,False,Air handler maintenance reduced humidity variance on finishing line.
-38990,2024-05-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.604,False,Temperature remained elevated during unscheduled overtime run.
-38991,2024-05-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.452,False,Thermal overshoot event coincided with recipe change on furnace.
-38992,2024-05-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.602,False,Sensor 3 drift suspected after cross-check with manual gauge.
-38993,2024-05-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.655,False,Temporary gateway failover completed without data loss.
-38994,2024-05-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.818,False,Sensor battery health remains nominal after firmware update.
-38995,2024-05-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.233,False,Temperature remained elevated during unscheduled overtime run.
-38996,2024-05-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.303,False,Press cycle dwell time lengthened during high-volume batch.
-38997,2024-05-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.391,False,Condensation warning cleared after dehumidifier ramp-up.
-38998,2024-05-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.04,False,Bearing temperature rising faster than baseline on spindle cell.
-38999,2024-05-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.627,False,Vibration burst exceeds envelope during tool change cycle.
-39000,2024-05-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.066,False,Night shift startup produced higher than normal vibration floor.
-39001,2024-05-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.644,False,Air handler maintenance reduced humidity variance on finishing line.
-39002,2024-05-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.07,False,Vibration burst exceeds envelope during tool change cycle.
-39003,2024-05-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.152,False,Temperature remained elevated during unscheduled overtime run.
-39004,2024-05-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.571,False,Vibration harmonics broadened during extended production run.
-39005,2024-05-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.558,False,Unbalanced load introduced cyclical pressure ripple.
-39006,2024-05-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.628,False,Unbalanced load introduced cyclical pressure ripple.
-39007,2024-05-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.763,False,Maintenance note logged for coupling imbalance inspection.
-39008,2024-05-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.227,False,Short-lived packet loss observed at edge gateway gw-02.
-39009,2024-05-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.468,False,Humidity readings track seasonal rise across late spring.
-39010,2024-05-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.314,False,Coolant loop adjustment reduced chamber temperature spread.
-39011,2024-05-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.641,False,Vibration burst exceeds envelope during tool change cycle.
-39012,2024-05-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.659,False,SCADA backfill inserted two delayed telemetry points.
-39013,2024-05-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.758,False,Pressure line purge completed before restart authorization.
-39014,2024-05-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.442,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39015,2024-05-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.719,False,Warning threshold updated for pilot predictive-maintenance model.
-39016,2024-05-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.223,False,Humidity readings track seasonal rise across late spring.
-39017,2024-05-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.238,False,Humidity excursion near finishing booth during coating run.
-39018,2024-05-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.243,False,Humidity climbed during dock-door open period in afternoon shift.
-39019,2024-05-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.342,False,Vibration harmonics broadened during extended production run.
-39020,2024-05-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.799,False,Temperature variance narrowed after coolant nozzle cleaning.
-39021,2024-05-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.688,False,Vibration burst exceeds envelope during tool change cycle.
-39022,2024-05-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.749,False,Calibration check overdue by 11 days for press-line transducer.
-39023,2024-05-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.861,False,Pressure peak corresponds to oversized billet batch processing.
-39024,2024-05-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.536,False,Sensor heartbeat delayed by one interval after gateway retry.
-39025,2024-05-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.836,False,Pressure settled back to nominal after valve reseat.
-39026,2024-05-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.796,False,Operator reported intermittent chatter on machine CNC-04.
-39027,2024-05-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.678,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39028,2024-05-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.242,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39029,2024-05-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.999,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39030,2024-05-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,60.992,False,Packaging line stop reduced adjacent vibration background.
-39031,2024-05-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.728,False,Pressure peak corresponds to oversized billet batch processing.
-39032,2024-05-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.424,False,Supervisory alert generated after three consecutive threshold breaches.
-39033,2024-05-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.087,False,Coolant loop adjustment reduced chamber temperature spread.
-39034,2024-05-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.195,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39035,2024-05-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.385,False,Maintenance note logged for coupling imbalance inspection.
-39036,2024-05-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.834,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39037,2024-05-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.367,False,Packaging line stop reduced adjacent vibration background.
-39038,2024-05-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.92,False,Maintenance scheduler deferred calibration due to spare shortage.
-39039,2024-05-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.478,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39040,2024-05-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.129,False,Dust extraction fan offline for 18 minutes on line finishing.
-39041,2024-05-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.449,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39042,2024-05-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.91,False,Temporary gateway failover completed without data loss.
-39043,2024-05-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.2,False,Transient outlier matched forklift impact near cabinet wall.
-39044,2024-05-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.21,False,Calibration check overdue by 11 days for press-line transducer.
-39045,2024-05-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.12,False,Humidity climbed during dock-door open period in afternoon shift.
-39046,2024-05-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.048,False,Sensor enclosure opened for manual calibration verification.
-39047,2024-05-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.387,False,Anomaly review flagged possible bearing wear progression.
-39048,2024-05-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.856,False,Anomaly review flagged possible bearing wear progression.
-39049,2024-05-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.624,False,Temperature variance narrowed after coolant nozzle cleaning.
-39050,2024-05-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.407,False,Quality team requested trace review for lot 24-118B.
-39051,2024-05-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.734,False,Vibration baseline recovered after tool holder replacement.
-39052,2024-05-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.651,False,Sensor heartbeat delayed by one interval after gateway retry.
-39053,2024-05-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.953,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39054,2024-05-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.348,False,Machine idle period extended during planned sanitation window.
-39055,2024-05-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.852,False,Vibration burst exceeds envelope during tool change cycle.
-39056,2024-05-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.812,False,Transient outlier matched forklift impact near cabinet wall.
-39057,2024-05-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Anomaly review flagged possible bearing wear progression.
-39058,2024-05-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.128,False,Pressure settled back to nominal after valve reseat.
-39059,2024-05-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Reliability engineer tagged sample window for model retraining.
-39060,2024-05-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.837,False,Vibration harmonics broadened during extended production run.
-39061,2024-05-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.954,False,Sensor battery health remains nominal after firmware update.
-39062,2024-05-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.485,False,Reliability engineer tagged sample window for model retraining.
-39063,2024-05-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.391,False,Humidity climbed during dock-door open period in afternoon shift.
-39064,2024-05-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.385,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39065,2024-05-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Temperature variance narrowed after coolant nozzle cleaning.
-39066,2024-05-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.389,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39067,2024-05-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Maintenance note logged for coupling imbalance inspection.
-39068,2024-05-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.796,False,Maintenance note logged for coupling imbalance inspection.
-39069,2024-05-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.638,False,Supervisory alert generated after three consecutive threshold breaches.
-39070,2024-05-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.908,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39071,2024-05-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.583,False,Bearing temperature rising faster than baseline on spindle cell.
-39072,2024-05-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.75,False,Maintenance crew confirmed lubrication interval was missed.
-39073,2024-05-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.701,False,Temperature variance narrowed after coolant nozzle cleaning.
-39074,2024-05-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.158,False,Calibration check overdue by 11 days for press-line transducer.
-39075,2024-05-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.587,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39076,2024-05-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.703,False,Edge collector replayed buffered events after network recovery.
-39077,2024-05-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.338,False,Pressure line purge completed before restart authorization.
-39078,2024-05-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.703,False,Pressure peak corresponds to oversized billet batch processing.
-39079,2024-05-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.987,False,Hydraulic line pressure oscillation detected under load.
-39080,2024-05-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.353,False,Bearing temperature rising faster than baseline on spindle cell.
-39081,2024-05-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.948,False,Sensor signal clipping observed during startup surge.
-39082,2024-05-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.589,False,Air handler maintenance reduced humidity variance on finishing line.
-39083,2024-05-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39084,2024-05-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.211,False,Supervisory alert generated after three consecutive threshold breaches.
-39085,2024-05-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.279,False,Machine idle period extended during planned sanitation window.
-39086,2024-05-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.189,False,Pressure line purge completed before restart authorization.
-39087,2024-05-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.364,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39088,2024-05-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.783,False,Coolant loop adjustment reduced chamber temperature spread.
-39089,2024-05-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.661,False,Edge collector replayed buffered events after network recovery.
-39090,2024-05-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.678,False,Machine throughput increase drove sustained pressure uplift.
-39091,2024-05-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.455,False,Quality hold reduced finishing booth activity for one shift.
-39092,2024-05-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.095,False,Telemetry quality flag downgraded during sensor self-test window.
-39093,2024-05-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.234,False,Temporary gateway failover completed without data loss.
-39094,2024-05-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.405,False,Thermal ramp exceeded expected warmup curve before shift start.
-39095,2024-05-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.753,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39096,2024-05-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.107,False,Bearing temperature rising faster than baseline on spindle cell.
-39097,2024-05-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.965,False,Warning threshold updated for pilot predictive-maintenance model.
-39098,2024-05-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.141,False,Reliability engineer tagged sample window for model retraining.
-39099,2024-05-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.468,False,Dust extraction fan offline for 18 minutes on line finishing.
-39100,2024-05-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.548,False,Supervisory alert generated after three consecutive threshold breaches.
-39101,2024-05-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.894,False,Operator reported intermittent chatter on machine CNC-04.
-39102,2024-05-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.63,False,Sensor signal clipping observed during startup surge.
-39103,2024-05-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.547,False,SCADA backfill inserted two delayed telemetry points.
-39104,2024-05-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.245,False,Transient outlier matched forklift impact near cabinet wall.
-39105,2024-05-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.362,False,Transient outlier matched forklift impact near cabinet wall.
-39106,2024-05-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.351,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39107,2024-05-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.843,False,Operator reset acknowledged after red-tag inspection.
-39108,2024-05-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.314,False,Humidity baseline improved after seal replacement.
-39109,2024-05-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.938,False,Pressure settled back to nominal after valve reseat.
-39110,2024-05-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.634,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39111,2024-05-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.163,False,Transient outlier matched forklift impact near cabinet wall.
-39112,2024-05-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.387,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39113,2024-05-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.893,False,Transient outlier matched forklift impact near cabinet wall.
-39114,2024-05-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.234,False,Air handler maintenance reduced humidity variance on finishing line.
-39115,2024-05-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.292,False,Operator reset acknowledged after red-tag inspection.
-39116,2024-05-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.308,False,Quality hold reduced finishing booth activity for one shift.
-39117,2024-05-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.566,False,Bearing temperature rising faster than baseline on spindle cell.
-39118,2024-05-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.801,False,Anomaly review flagged possible bearing wear progression.
-39119,2024-05-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.07,False,Maintenance note logged for coupling imbalance inspection.
-39120,2024-05-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.286,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39121,2024-05-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.136,False,Vibration baseline recovered after tool holder replacement.
-39122,2024-05-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.46,False,Coolant loop adjustment reduced chamber temperature spread.
-39123,2024-05-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Machine idle period extended during planned sanitation window.
-39124,2024-05-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.927,False,Pressure peak corresponds to oversized billet batch processing.
-39125,2024-05-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.358,False,Sensor signal clipping observed during startup surge.
-39126,2024-05-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.883,False,Reliability engineer tagged sample window for model retraining.
-39127,2024-05-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.131,False,Night shift startup produced higher than normal vibration floor.
-39128,2024-05-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.768,False,Air handler maintenance reduced humidity variance on finishing line.
-39129,2024-05-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Thermal ramp exceeded expected warmup curve before shift start.
-39130,2024-05-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.873,False,Maintenance crew confirmed lubrication interval was missed.
-39131,2024-05-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.301,False,Maintenance crew confirmed lubrication interval was missed.
-39132,2024-05-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.689,False,Humidity baseline improved after seal replacement.
-39133,2024-05-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.852,False,Temperature remained elevated during unscheduled overtime run.
-39134,2024-05-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.758,False,Reliability engineer tagged sample window for model retraining.
-39135,2024-05-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.674,False,Temperature remained elevated during unscheduled overtime run.
-39136,2024-05-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.668,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39137,2024-05-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Thermal overshoot event coincided with recipe change on furnace.
-39138,2024-05-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.649,False,Machine idle period extended during planned sanitation window.
-39139,2024-05-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.545,False,Telemetry quality flag downgraded during sensor self-test window.
-39140,2024-05-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.988,False,Reliability engineer tagged sample window for model retraining.
-39141,2024-05-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.079,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39142,2024-05-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.987,False,Coolant loop adjustment reduced chamber temperature spread.
-39143,2024-05-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.328,False,Sensor signal clipping observed during startup surge.
-39144,2024-05-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,41.99,False,Maintenance crew confirmed lubrication interval was missed.
-39145,2024-05-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.215,False,SCADA backfill inserted two delayed telemetry points.
-39146,2024-05-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.546,False,Condensation warning cleared after dehumidifier ramp-up.
-39147,2024-05-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39148,2024-05-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.225,False,Supervisory alert generated after three consecutive threshold breaches.
-39149,2024-05-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Temperature remained elevated during unscheduled overtime run.
-39150,2024-05-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.869,False,Coolant loop adjustment reduced chamber temperature spread.
-39151,2024-05-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.212,False,Coolant loop adjustment reduced chamber temperature spread.
-39152,2024-05-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.763,False,Machine idle period extended during planned sanitation window.
-39153,2024-05-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.188,False,Operator reported intermittent chatter on machine CNC-04.
-39154,2024-05-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.786,False,Humidity readings track seasonal rise across late spring.
-39155,2024-05-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.026,False,Supervisory alert generated after three consecutive threshold breaches.
-39156,2024-05-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.208,False,Humidity readings track seasonal rise across late spring.
-39157,2024-05-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.005,False,Anomaly review flagged possible bearing wear progression.
-39158,2024-05-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.31,False,Hydraulic line pressure oscillation detected under load.
-39159,2024-05-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.1,False,Packaging line stop reduced adjacent vibration background.
-39160,2024-05-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.093,False,Pressure line purge completed before restart authorization.
-39161,2024-05-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.436,False,Temperature variance narrowed after coolant nozzle cleaning.
-39162,2024-05-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.761,False,Thermal overshoot event coincided with recipe change on furnace.
-39163,2024-05-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.632,False,Packaging line stop reduced adjacent vibration background.
-39164,2024-05-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.835,False,Operator reset acknowledged after red-tag inspection.
-39165,2024-05-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.373,False,Quality hold reduced finishing booth activity for one shift.
-39166,2024-05-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.412,False,Machine idle period extended during planned sanitation window.
-39167,2024-05-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.869,False,Sensor battery health remains nominal after firmware update.
-39168,2024-05-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.131,False,Temporary gateway failover completed without data loss.
-39169,2024-05-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.701,False,Short-lived packet loss observed at edge gateway gw-02.
-39170,2024-05-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.017,False,Vibration baseline recovered after tool holder replacement.
-39171,2024-05-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.627,False,Hydraulic line pressure oscillation detected under load.
-39172,2024-05-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.468,False,Bearing temperature rising faster than baseline on spindle cell.
-39173,2024-05-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.641,False,Supervisory alert generated after three consecutive threshold breaches.
-39174,2024-05-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.946,False,Packaging line stop reduced adjacent vibration background.
-39175,2024-05-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.129,False,Operator reset acknowledged after red-tag inspection.
-39176,2024-05-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.767,False,Vibration burst exceeds envelope during tool change cycle.
-39177,2024-05-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.384,False,Supervisory alert generated after three consecutive threshold breaches.
-39178,2024-05-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.88,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39179,2024-05-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.215,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39180,2024-05-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.476,False,Telemetry quality flag downgraded during sensor self-test window.
-39181,2024-05-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.815,False,Maintenance scheduler deferred calibration due to spare shortage.
-39182,2024-05-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.91,False,Pressure settled back to nominal after valve reseat.
-39183,2024-05-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.13,False,Machine throughput increase drove sustained pressure uplift.
-39184,2024-05-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.465,False,Short-lived packet loss observed at edge gateway gw-02.
-39185,2024-05-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.226,False,Night shift startup produced higher than normal vibration floor.
-39186,2024-05-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.937,False,Temperature variance narrowed after coolant nozzle cleaning.
-39187,2024-05-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.9,False,Humidity baseline improved after seal replacement.
-39188,2024-05-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.468,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39189,2024-05-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.577,False,Maintenance crew confirmed lubrication interval was missed.
-39190,2024-05-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.612,False,Air handler maintenance reduced humidity variance on finishing line.
-39191,2024-05-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.123,False,Air handler maintenance reduced humidity variance on finishing line.
-39192,2024-05-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.09,False,Vibration baseline recovered after tool holder replacement.
-39193,2024-05-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Temperature variance narrowed after coolant nozzle cleaning.
-39194,2024-05-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.632,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39195,2024-05-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.056,False,Condensation warning cleared after dehumidifier ramp-up.
-39196,2024-05-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.935,False,Quality hold reduced finishing booth activity for one shift.
-39197,2024-05-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.728,False,Calibration check overdue by 11 days for press-line transducer.
-39198,2024-05-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.905,False,Night shift startup produced higher than normal vibration floor.
-39199,2024-05-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.183,False,Temperature remained elevated during unscheduled overtime run.
-39200,2024-05-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.323,False,Pressure settled back to nominal after valve reseat.
-39201,2024-05-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.086,False,Hydraulic line pressure oscillation detected under load.
-39202,2024-05-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.527,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39203,2024-05-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.261,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39204,2024-05-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.007,False,Condensation warning cleared after dehumidifier ramp-up.
-39205,2024-05-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.095,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39206,2024-05-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.417,False,Packaging line stop reduced adjacent vibration background.
-39207,2024-05-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.924,False,Short-lived packet loss observed at edge gateway gw-02.
-39208,2024-05-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.135,False,Thermal overshoot event coincided with recipe change on furnace.
-39209,2024-05-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.04,False,Bearing temperature rising faster than baseline on spindle cell.
-39210,2024-05-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.583,False,Vibration baseline recovered after tool holder replacement.
-39211,2024-05-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.435,False,Anomaly review flagged possible bearing wear progression.
-39212,2024-05-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.779,False,Unbalanced load introduced cyclical pressure ripple.
-39213,2024-05-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.038,False,Humidity climbed during dock-door open period in afternoon shift.
-39214,2024-05-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.061,False,Night shift startup produced higher than normal vibration floor.
-39215,2024-05-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.676,False,Packaging line stop reduced adjacent vibration background.
-39216,2024-05-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.816,False,Vibration baseline recovered after tool holder replacement.
-39217,2024-05-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.207,False,Humidity readings track seasonal rise across late spring.
-39218,2024-05-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.273,False,Dust extraction fan offline for 18 minutes on line finishing.
-39219,2024-05-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Quality hold reduced finishing booth activity for one shift.
-39220,2024-05-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.965,False,Operator reported intermittent chatter on machine CNC-04.
-39221,2024-05-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.352,False,Machine throughput increase drove sustained pressure uplift.
-39222,2024-05-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.064,False,Humidity excursion near finishing booth during coating run.
-39223,2024-05-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.028,False,Thermal overshoot event coincided with recipe change on furnace.
-39224,2024-05-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.616,False,Machine throughput increase drove sustained pressure uplift.
-39225,2024-05-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.913,False,Vibration harmonics broadened during extended production run.
-39226,2024-05-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.353,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39227,2024-05-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.364,False,Humidity excursion near finishing booth during coating run.
-39228,2024-05-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.163,False,Edge collector replayed buffered events after network recovery.
-39229,2024-05-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.403,False,Quality hold reduced finishing booth activity for one shift.
-39230,2024-05-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.348,False,Dust extraction fan offline for 18 minutes on line finishing.
-39231,2024-05-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.428,False,Calibration check overdue by 11 days for press-line transducer.
-39232,2024-05-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.232,False,Humidity readings track seasonal rise across late spring.
-39233,2024-05-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.524,False,Thermal ramp exceeded expected warmup curve before shift start.
-39234,2024-05-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.911,False,Temporary gateway failover completed without data loss.
-39235,2024-05-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.859,False,Temporary gateway failover completed without data loss.
-39236,2024-05-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.743,False,Edge collector replayed buffered events after network recovery.
-39237,2024-05-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.565,False,Packaging line stop reduced adjacent vibration background.
-39238,2024-05-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.236,False,Dust extraction fan offline for 18 minutes on line finishing.
-39239,2024-05-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.799,False,Operator reported intermittent chatter on machine CNC-04.
-39240,2024-05-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,33.638,False,Pressure line purge completed before restart authorization.
-39241,2024-05-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.515,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39242,2024-05-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.302,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39243,2024-05-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.67,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39244,2024-05-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.648,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39245,2024-05-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.024,False,Thermal ramp exceeded expected warmup curve before shift start.
-39246,2024-05-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.82,False,Press cycle dwell time lengthened during high-volume batch.
-39247,2024-05-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.138,False,Quality hold reduced finishing booth activity for one shift.
-39248,2024-05-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.104,False,Temperature variance narrowed after coolant nozzle cleaning.
-39249,2024-05-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.92,False,Telemetry quality flag downgraded during sensor self-test window.
-39250,2024-05-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.476,False,Anomaly review flagged possible bearing wear progression.
-39251,2024-05-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.316,False,Vibration baseline recovered after tool holder replacement.
-39252,2024-05-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.305,False,Transient outlier matched forklift impact near cabinet wall.
-39253,2024-05-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.074,False,Machine idle period extended during planned sanitation window.
-39254,2024-05-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.425,False,Sensor signal clipping observed during startup surge.
-39255,2024-05-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.907,False,Sensor enclosure opened for manual calibration verification.
-39256,2024-05-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.124,False,Sensor heartbeat delayed by one interval after gateway retry.
-39257,2024-05-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.616,False,Dust extraction fan offline for 18 minutes on line finishing.
-39258,2024-05-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.662,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39259,2024-05-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.457,False,Calibration check overdue by 11 days for press-line transducer.
-39260,2024-05-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.621,False,Maintenance note logged for coupling imbalance inspection.
-39261,2024-05-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.4,False,Operator reported intermittent chatter on machine CNC-04.
-39262,2024-05-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.349,False,Unbalanced load introduced cyclical pressure ripple.
-39263,2024-05-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.213,False,Maintenance crew confirmed lubrication interval was missed.
-39264,2024-05-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.96,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39265,2024-05-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Supervisory alert generated after three consecutive threshold breaches.
-39266,2024-05-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.563,False,Air handler maintenance reduced humidity variance on finishing line.
-39267,2024-05-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.298,False,Pressure peak corresponds to oversized billet batch processing.
-39268,2024-05-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.622,False,Edge collector replayed buffered events after network recovery.
-39269,2024-05-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.091,False,Condensation warning cleared after dehumidifier ramp-up.
-39270,2024-05-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.13,False,Maintenance scheduler deferred calibration due to spare shortage.
-39271,2024-05-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.497,False,Humidity baseline improved after seal replacement.
-39272,2024-05-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.81,False,Pressure settled back to nominal after valve reseat.
-39273,2024-05-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.017,False,Temporary gateway failover completed without data loss.
-39274,2024-05-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.271,False,Temperature variance narrowed after coolant nozzle cleaning.
-39275,2024-05-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.452,False,Hydraulic line pressure oscillation detected under load.
-39276,2024-05-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.292,False,Vibration burst exceeds envelope during tool change cycle.
-39277,2024-05-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.993,False,Humidity excursion near finishing booth during coating run.
-39278,2024-05-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.917,False,Thermal ramp exceeded expected warmup curve before shift start.
-39279,2024-05-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.282,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39280,2024-05-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.838,False,Humidity climbed during dock-door open period in afternoon shift.
-39281,2024-05-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.559,False,Maintenance crew confirmed lubrication interval was missed.
-39282,2024-05-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.109,False,Calibration check overdue by 11 days for press-line transducer.
-39283,2024-05-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.349,False,Temporary gateway failover completed without data loss.
-39284,2024-05-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.819,False,Sensor signal clipping observed during startup surge.
-39285,2024-05-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.416,False,Sensor heartbeat delayed by one interval after gateway retry.
-39286,2024-05-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.712,False,Maintenance crew confirmed lubrication interval was missed.
-39287,2024-05-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.247,False,Pressure line purge completed before restart authorization.
-39288,2024-05-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.146,False,Vibration burst exceeds envelope during tool change cycle.
-39289,2024-05-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.341,False,Sensor signal clipping observed during startup surge.
-39290,2024-05-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.453,False,Sensor heartbeat delayed by one interval after gateway retry.
-39291,2024-05-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.032,False,Telemetry quality flag downgraded during sensor self-test window.
-39292,2024-05-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.03,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39293,2024-05-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.742,False,Humidity readings track seasonal rise across late spring.
-39294,2024-05-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.837,False,Sensor signal clipping observed during startup surge.
-39295,2024-05-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.318,False,Sensor enclosure opened for manual calibration verification.
-39296,2024-05-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.36,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39297,2024-05-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.141,False,Humidity climbed during dock-door open period in afternoon shift.
-39298,2024-05-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.215,False,Temperature variance narrowed after coolant nozzle cleaning.
-39299,2024-05-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.333,False,Press cycle dwell time lengthened during high-volume batch.
-39300,2024-05-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.004,False,Air handler maintenance reduced humidity variance on finishing line.
-39301,2024-05-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.553,False,Press cycle dwell time lengthened during high-volume batch.
-39302,2024-05-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.939,False,Condensation warning cleared after dehumidifier ramp-up.
-39303,2024-05-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.165,False,Operator reported intermittent chatter on machine CNC-04.
-39304,2024-05-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.322,False,Calibration check overdue by 11 days for press-line transducer.
-39305,2024-05-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.386,False,Pressure line purge completed before restart authorization.
-39306,2024-05-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.362,False,Supervisory alert generated after three consecutive threshold breaches.
-39307,2024-05-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.607,False,Supervisory alert generated after three consecutive threshold breaches.
-39308,2024-05-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.205,False,Pressure settled back to nominal after valve reseat.
-39309,2024-05-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.552,False,Reliability engineer tagged sample window for model retraining.
-39310,2024-05-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.774,False,Vibration burst exceeds envelope during tool change cycle.
-39311,2024-05-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,Operator reported intermittent chatter on machine CNC-04.
-39312,2024-05-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.767,False,Calibration check overdue by 11 days for press-line transducer.
-39313,2024-05-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.506,False,Vibration harmonics broadened during extended production run.
-39314,2024-05-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.442,False,Vibration burst exceeds envelope during tool change cycle.
-39315,2024-05-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.562,False,Machine throughput increase drove sustained pressure uplift.
-39316,2024-05-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.037,False,Reliability engineer tagged sample window for model retraining.
-39317,2024-05-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.274,False,Bearing temperature rising faster than baseline on spindle cell.
-39318,2024-05-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.942,False,Maintenance scheduler deferred calibration due to spare shortage.
-39319,2024-05-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.612,False,Sensor enclosure opened for manual calibration verification.
-39320,2024-05-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.502,False,Transient outlier matched forklift impact near cabinet wall.
-39321,2024-05-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Thermal ramp exceeded expected warmup curve before shift start.
-39322,2024-05-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.826,False,Pressure peak corresponds to oversized billet batch processing.
-39323,2024-05-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.418,False,Condensation warning cleared after dehumidifier ramp-up.
-39324,2024-05-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.645,False,Humidity climbed during dock-door open period in afternoon shift.
-39325,2024-05-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.041,False,Vibration baseline recovered after tool holder replacement.
-39326,2024-05-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.083,False,Pressure peak corresponds to oversized billet batch processing.
-39327,2024-05-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.596,False,SCADA backfill inserted two delayed telemetry points.
-39328,2024-05-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.053,False,Pressure peak corresponds to oversized billet batch processing.
-39329,2024-05-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Maintenance scheduler deferred calibration due to spare shortage.
-39330,2024-05-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.75,False,Vibration burst exceeds envelope during tool change cycle.
-39331,2024-05-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.738,False,Thermal overshoot event coincided with recipe change on furnace.
-39332,2024-05-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.756,False,Temperature remained elevated during unscheduled overtime run.
-39333,2024-05-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.901,False,Supervisory alert generated after three consecutive threshold breaches.
-39334,2024-05-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.312,False,Machine idle period extended during planned sanitation window.
-39335,2024-05-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.777,False,Vibration baseline recovered after tool holder replacement.
-39336,2024-05-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.737,False,Pressure peak corresponds to oversized billet batch processing.
-39337,2024-05-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.976,False,Thermal overshoot event coincided with recipe change on furnace.
-39338,2024-05-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.845,False,Shift handoff note referenced unusual noise near press enclosure.
-39339,2024-05-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.424,False,Pressure line purge completed before restart authorization.
-39340,2024-05-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.479,False,Anomaly review flagged possible bearing wear progression.
-39341,2024-05-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.942,False,Operator reported intermittent chatter on machine CNC-04.
-39342,2024-05-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.902,False,Press cycle dwell time lengthened during high-volume batch.
-39343,2024-05-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.942,False,Night shift startup produced higher than normal vibration floor.
-39344,2024-05-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.863,False,Thermal overshoot event coincided with recipe change on furnace.
-39345,2024-05-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.811,False,Humidity readings track seasonal rise across late spring.
-39346,2024-05-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.109,False,Vibration harmonics broadened during extended production run.
-39347,2024-05-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.536,False,Machine idle period extended during planned sanitation window.
-39348,2024-05-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.967,False,Edge collector replayed buffered events after network recovery.
-39349,2024-05-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39350,2024-05-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.206,False,Thermal ramp exceeded expected warmup curve before shift start.
-39351,2024-05-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.326,False,Sensor battery health remains nominal after firmware update.
-39352,2024-05-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.717,False,Calibration check overdue by 11 days for press-line transducer.
-39353,2024-05-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.751,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39354,2024-05-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.116,False,Packaging line stop reduced adjacent vibration background.
-39355,2024-05-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.049,False,Pressure settled back to nominal after valve reseat.
-39356,2024-05-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.771,False,SCADA backfill inserted two delayed telemetry points.
-39357,2024-05-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.885,False,Coolant loop adjustment reduced chamber temperature spread.
-39358,2024-05-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.708,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39359,2024-05-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Quality hold reduced finishing booth activity for one shift.
-39360,2024-05-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,36.471,False,Dust extraction fan offline for 18 minutes on line finishing.
-39361,2024-05-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Coolant loop adjustment reduced chamber temperature spread.
-39362,2024-05-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.855,False,Calibration check overdue by 11 days for press-line transducer.
-39363,2024-05-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.952,False,Vibration baseline recovered after tool holder replacement.
-39364,2024-05-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.27,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39365,2024-05-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.442,False,Thermal ramp exceeded expected warmup curve before shift start.
-39366,2024-05-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.411,False,Packaging line stop reduced adjacent vibration background.
-39367,2024-05-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.674,False,Sensor signal clipping observed during startup surge.
-39368,2024-05-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.718,False,Humidity climbed during dock-door open period in afternoon shift.
-39369,2024-05-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Short-lived packet loss observed at edge gateway gw-02.
-39370,2024-05-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.859,False,Air handler maintenance reduced humidity variance on finishing line.
-39371,2024-05-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.512,False,Machine throughput increase drove sustained pressure uplift.
-39372,2024-05-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.403,False,Temperature variance narrowed after coolant nozzle cleaning.
-39373,2024-05-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.61,False,Quality hold reduced finishing booth activity for one shift.
-39374,2024-05-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.217,False,Condensation warning cleared after dehumidifier ramp-up.
-39375,2024-05-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.512,False,Packaging line stop reduced adjacent vibration background.
-39376,2024-05-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.303,False,Operator reported intermittent chatter on machine CNC-04.
-39377,2024-05-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Night shift startup produced higher than normal vibration floor.
-39378,2024-05-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.499,False,Operator reported intermittent chatter on machine CNC-04.
-39379,2024-05-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.6,False,Packaging line stop reduced adjacent vibration background.
-39380,2024-05-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.17,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39381,2024-05-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.096,False,Vibration baseline recovered after tool holder replacement.
-39382,2024-05-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.608,False,Maintenance scheduler deferred calibration due to spare shortage.
-39383,2024-05-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.908,False,Temperature remained elevated during unscheduled overtime run.
-39384,2024-05-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.674,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39385,2024-05-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.793,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39386,2024-05-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.458,False,Humidity baseline improved after seal replacement.
-39387,2024-05-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Sensor signal clipping observed during startup surge.
-39388,2024-05-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.434,False,Quality hold reduced finishing booth activity for one shift.
-39389,2024-05-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.173,False,SCADA backfill inserted two delayed telemetry points.
-39390,2024-05-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.751,False,Calibration check overdue by 11 days for press-line transducer.
-39391,2024-05-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.405,False,Dust extraction fan offline for 18 minutes on line finishing.
-39392,2024-05-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.635,False,Pressure peak corresponds to oversized billet batch processing.
-39393,2024-05-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Maintenance scheduler deferred calibration due to spare shortage.
-39394,2024-05-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.874,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39395,2024-05-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.411,False,Humidity excursion near finishing booth during coating run.
-39396,2024-05-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.904,False,Edge collector replayed buffered events after network recovery.
-39397,2024-05-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.937,False,Anomaly review flagged possible bearing wear progression.
-39398,2024-05-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.599,False,Supervisory alert generated after three consecutive threshold breaches.
-39399,2024-05-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.567,False,Transient outlier matched forklift impact near cabinet wall.
-39400,2024-05-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.256,False,Machine throughput increase drove sustained pressure uplift.
-39401,2024-05-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39402,2024-05-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.402,False,Warning threshold updated for pilot predictive-maintenance model.
-39403,2024-05-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.627,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39404,2024-05-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.795,False,Humidity readings track seasonal rise across late spring.
-39405,2024-05-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.835,False,Telemetry quality flag downgraded during sensor self-test window.
-39406,2024-05-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.999,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39407,2024-05-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.262,False,Quality hold reduced finishing booth activity for one shift.
-39408,2024-05-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.978,False,Vibration burst exceeds envelope during tool change cycle.
-39409,2024-05-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.801,False,Vibration burst exceeds envelope during tool change cycle.
-39410,2024-05-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.271,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39411,2024-05-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.042,False,Thermal ramp exceeded expected warmup curve before shift start.
-39412,2024-05-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.921,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39413,2024-05-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.153,False,Thermal ramp exceeded expected warmup curve before shift start.
-39414,2024-05-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.595,False,Calibration check overdue by 11 days for press-line transducer.
-39415,2024-05-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.357,False,Vibration burst exceeds envelope during tool change cycle.
-39416,2024-05-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.763,False,Maintenance note logged for coupling imbalance inspection.
-39417,2024-05-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.804,False,Sensor battery health remains nominal after firmware update.
-39418,2024-05-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.913,False,Sensor battery health remains nominal after firmware update.
-39419,2024-05-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.578,False,Anomaly review flagged possible bearing wear progression.
-39420,2024-05-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.662,False,Humidity excursion near finishing booth during coating run.
-39421,2024-05-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Pressure settled back to nominal after valve reseat.
-39422,2024-05-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.386,False,Machine idle period extended during planned sanitation window.
-39423,2024-05-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.487,False,Machine throughput increase drove sustained pressure uplift.
-39424,2024-05-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.343,False,SCADA backfill inserted two delayed telemetry points.
-39425,2024-05-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.632,False,Coolant loop adjustment reduced chamber temperature spread.
-39426,2024-05-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.29,False,Supervisory alert generated after three consecutive threshold breaches.
-39427,2024-05-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.862,False,Temporary gateway failover completed without data loss.
-39428,2024-05-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.61,False,Vibration baseline recovered after tool holder replacement.
-39429,2024-05-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.929,False,Anomaly review flagged possible bearing wear progression.
-39430,2024-05-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.103,False,Machine idle period extended during planned sanitation window.
-39431,2024-05-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.903,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39432,2024-05-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.776,False,Humidity excursion near finishing booth during coating run.
-39433,2024-05-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.145,False,Humidity climbed during dock-door open period in afternoon shift.
-39434,2024-05-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.825,False,Quality team requested trace review for lot 24-118B.
-39435,2024-05-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.601,False,Machine throughput increase drove sustained pressure uplift.
-39436,2024-05-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.661,False,Vibration baseline recovered after tool holder replacement.
-39437,2024-05-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.802,False,Maintenance note logged for coupling imbalance inspection.
-39438,2024-05-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.267,False,Warning threshold updated for pilot predictive-maintenance model.
-39439,2024-05-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.418,False,Calibration check overdue by 11 days for press-line transducer.
-39440,2024-05-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.872,False,Hydraulic line pressure oscillation detected under load.
-39441,2024-05-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.321,False,Edge collector replayed buffered events after network recovery.
-39442,2024-05-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.804,False,Machine idle period extended during planned sanitation window.
-39443,2024-05-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.1,False,Operator reset acknowledged after red-tag inspection.
-39444,2024-05-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.611,False,Short-lived packet loss observed at edge gateway gw-02.
-39445,2024-05-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.614,False,Temporary gateway failover completed without data loss.
-39446,2024-05-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.574,False,Operator reported intermittent chatter on machine CNC-04.
-39447,2024-05-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.121,False,Supervisory alert generated after three consecutive threshold breaches.
-39448,2024-05-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.404,False,Humidity readings track seasonal rise across late spring.
-39449,2024-05-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39450,2024-05-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.367,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39451,2024-05-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.622,False,Press cycle dwell time lengthened during high-volume batch.
-39452,2024-05-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.829,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39453,2024-05-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.119,False,Maintenance scheduler deferred calibration due to spare shortage.
-39454,2024-05-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.759,False,Sensor enclosure opened for manual calibration verification.
-39455,2024-05-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.436,False,Packaging line stop reduced adjacent vibration background.
-39456,2024-05-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.515,False,Quality team requested trace review for lot 24-118B.
-39457,2024-05-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.557,False,Quality hold reduced finishing booth activity for one shift.
-39458,2024-05-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.372,False,Humidity readings track seasonal rise across late spring.
-39459,2024-05-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.075,False,Bearing temperature rising faster than baseline on spindle cell.
-39460,2024-05-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.745,False,Humidity baseline improved after seal replacement.
-39461,2024-05-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.742,False,Humidity climbed during dock-door open period in afternoon shift.
-39462,2024-05-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.931,False,Vibration burst exceeds envelope during tool change cycle.
-39463,2024-05-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.721,False,Air handler maintenance reduced humidity variance on finishing line.
-39464,2024-05-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.042,False,Thermal overshoot event coincided with recipe change on furnace.
-39465,2024-05-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.228,False,Pressure settled back to nominal after valve reseat.
-39466,2024-05-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.925,False,Humidity excursion near finishing booth during coating run.
-39467,2024-05-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.769,False,Maintenance note logged for coupling imbalance inspection.
-39468,2024-05-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.687,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39469,2024-05-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Supervisory alert generated after three consecutive threshold breaches.
-39470,2024-05-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.016,False,Sensor signal clipping observed during startup surge.
-39471,2024-05-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.148,False,Coolant loop adjustment reduced chamber temperature spread.
-39472,2024-05-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.2,False,Transient outlier matched forklift impact near cabinet wall.
-39473,2024-05-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.278,False,Humidity readings track seasonal rise across late spring.
-39474,2024-05-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.673,False,Maintenance crew confirmed lubrication interval was missed.
-39475,2024-05-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.824,False,Humidity climbed during dock-door open period in afternoon shift.
-39476,2024-05-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.409,False,Maintenance note logged for coupling imbalance inspection.
-39477,2024-05-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.802,False,Sensor signal clipping observed during startup surge.
-39478,2024-05-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,61.106,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39479,2024-05-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.231,False,Temperature remained elevated during unscheduled overtime run.
-39480,2024-05-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.72,False,Temporary gateway failover completed without data loss.
-39481,2024-05-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.446,False,Thermal overshoot event coincided with recipe change on furnace.
-39482,2024-05-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,62.193,False,Transient outlier matched forklift impact near cabinet wall.
-39483,2024-05-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.696,False,Night shift startup produced higher than normal vibration floor.
-39484,2024-05-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.534,False,Quality team requested trace review for lot 24-118B.
-39485,2024-05-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.019,False,Operator reset acknowledged after red-tag inspection.
-39486,2024-05-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.267,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39487,2024-05-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.671,False,Anomaly review flagged possible bearing wear progression.
-39488,2024-05-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.232,False,Supervisory alert generated after three consecutive threshold breaches.
-39489,2024-05-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.925,False,Edge collector replayed buffered events after network recovery.
-39490,2024-05-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.117,False,Hydraulic line pressure oscillation detected under load.
-39491,2024-05-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.802,False,Edge collector replayed buffered events after network recovery.
-39492,2024-05-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.867,False,Supervisory alert generated after three consecutive threshold breaches.
-39493,2024-05-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.699,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39494,2024-05-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.626,False,Shift handoff note referenced unusual noise near press enclosure.
-39495,2024-05-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.93,False,Maintenance scheduler deferred calibration due to spare shortage.
-39496,2024-05-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.257,False,Machine throughput increase drove sustained pressure uplift.
-39497,2024-05-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.18,False,Humidity excursion near finishing booth during coating run.
-39498,2024-05-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.757,False,Pressure line purge completed before restart authorization.
-39499,2024-05-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.956,False,Maintenance crew confirmed lubrication interval was missed.
-39500,2024-05-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.085,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39501,2024-05-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.814,False,Air handler maintenance reduced humidity variance on finishing line.
-39502,2024-05-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.768,False,Temporary gateway failover completed without data loss.
-39503,2024-05-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.267,False,Maintenance note logged for coupling imbalance inspection.
-39504,2024-05-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.937,False,Operator reset acknowledged after red-tag inspection.
-39505,2024-05-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.578,False,Humidity climbed during dock-door open period in afternoon shift.
-39506,2024-05-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.82,False,Hydraulic line pressure oscillation detected under load.
-39507,2024-05-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.698,False,Temperature remained elevated during unscheduled overtime run.
-39508,2024-05-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.135,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39509,2024-05-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.728,False,Maintenance crew confirmed lubrication interval was missed.
-39510,2024-05-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.073,False,Air handler maintenance reduced humidity variance on finishing line.
-39511,2024-05-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.729,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39512,2024-05-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.865,False,Vibration harmonics broadened during extended production run.
-39513,2024-05-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.967,False,Pressure peak corresponds to oversized billet batch processing.
-39514,2024-05-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.371,False,Condensation warning cleared after dehumidifier ramp-up.
-39515,2024-05-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.31,False,Coolant loop adjustment reduced chamber temperature spread.
-39516,2024-05-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.965,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39517,2024-05-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Condensation warning cleared after dehumidifier ramp-up.
-39518,2024-05-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.28,False,Coolant loop adjustment reduced chamber temperature spread.
-39519,2024-05-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.407,False,Pressure peak corresponds to oversized billet batch processing.
-39520,2024-05-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.074,False,Sensor signal clipping observed during startup surge.
-39521,2024-05-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.675,False,Thermal overshoot event coincided with recipe change on furnace.
-39522,2024-05-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.592,False,Humidity climbed during dock-door open period in afternoon shift.
-39523,2024-05-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Maintenance crew confirmed lubrication interval was missed.
-39524,2024-05-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.173,False,Thermal overshoot event coincided with recipe change on furnace.
-39525,2024-05-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39526,2024-05-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.36,False,Short-lived packet loss observed at edge gateway gw-02.
-39527,2024-05-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.865,False,Calibration check overdue by 11 days for press-line transducer.
-39528,2024-05-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.737,False,Operator reset acknowledged after red-tag inspection.
-39529,2024-05-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.501,False,Night shift startup produced higher than normal vibration floor.
-39530,2024-05-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.651,False,Maintenance scheduler deferred calibration due to spare shortage.
-39531,2024-05-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.348,False,Maintenance scheduler deferred calibration due to spare shortage.
-39532,2024-05-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.131,False,Hydraulic line pressure oscillation detected under load.
-39533,2024-05-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.636,False,Machine idle period extended during planned sanitation window.
-39534,2024-05-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.038,False,Air handler maintenance reduced humidity variance on finishing line.
-39535,2024-05-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.809,False,Dust extraction fan offline for 18 minutes on line finishing.
-39536,2024-05-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.81,False,Machine idle period extended during planned sanitation window.
-39537,2024-05-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.831,False,Supervisory alert generated after three consecutive threshold breaches.
-39538,2024-05-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.841,False,Vibration baseline recovered after tool holder replacement.
-39539,2024-05-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.006,False,Vibration baseline recovered after tool holder replacement.
-39540,2024-05-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.221,False,Machine throughput increase drove sustained pressure uplift.
-39541,2024-05-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.679,False,Night shift startup produced higher than normal vibration floor.
-39542,2024-05-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.422,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39543,2024-05-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.203,False,Condensation warning cleared after dehumidifier ramp-up.
-39544,2024-05-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.641,False,Pressure settled back to nominal after valve reseat.
-39545,2024-05-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39546,2024-05-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.224,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39547,2024-05-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.849,False,Edge collector replayed buffered events after network recovery.
-39548,2024-05-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.83,False,Machine throughput increase drove sustained pressure uplift.
-39549,2024-05-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.888,False,Condensation warning cleared after dehumidifier ramp-up.
-39550,2024-05-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.261,False,Humidity excursion near finishing booth during coating run.
-39551,2024-05-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.24,False,Reliability engineer tagged sample window for model retraining.
-39552,2024-05-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.549,False,Temperature variance narrowed after coolant nozzle cleaning.
-39553,2024-05-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.012,False,Quality hold reduced finishing booth activity for one shift.
-39554,2024-05-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.539,False,Hydraulic line pressure oscillation detected under load.
-39555,2024-05-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.5,False,Vibration baseline recovered after tool holder replacement.
-39556,2024-05-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.709,False,Short-lived packet loss observed at edge gateway gw-02.
-39557,2024-05-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Thermal ramp exceeded expected warmup curve before shift start.
-39558,2024-05-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.094,False,Air handler maintenance reduced humidity variance on finishing line.
-39559,2024-05-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.819,False,Supervisory alert generated after three consecutive threshold breaches.
-39560,2024-05-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.905,False,Thermal overshoot event coincided with recipe change on furnace.
-39561,2024-05-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.61,False,Temporary gateway failover completed without data loss.
-39562,2024-05-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.905,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39563,2024-05-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.237,False,Supervisory alert generated after three consecutive threshold breaches.
-39564,2024-05-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.904,False,Dust extraction fan offline for 18 minutes on line finishing.
-39565,2024-05-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.209,False,Maintenance crew confirmed lubrication interval was missed.
-39566,2024-05-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.205,False,SCADA backfill inserted two delayed telemetry points.
-39567,2024-05-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.755,False,Coolant loop adjustment reduced chamber temperature spread.
-39568,2024-05-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.557,False,Night shift startup produced higher than normal vibration floor.
-39569,2024-05-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.557,False,Shift handoff note referenced unusual noise near press enclosure.
-39570,2024-05-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.44,False,Edge collector replayed buffered events after network recovery.
-39571,2024-05-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.065,False,Dust extraction fan offline for 18 minutes on line finishing.
-39572,2024-05-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.584,False,Packaging line stop reduced adjacent vibration background.
-39573,2024-05-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.538,False,Humidity baseline improved after seal replacement.
-39574,2024-05-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.237,False,Maintenance note logged for coupling imbalance inspection.
-39575,2024-05-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.359,False,Telemetry quality flag downgraded during sensor self-test window.
-39576,2024-05-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.013,False,Pressure settled back to nominal after valve reseat.
-39577,2024-05-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.834,False,Quality hold reduced finishing booth activity for one shift.
-39578,2024-05-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.124,False,Shift handoff note referenced unusual noise near press enclosure.
-39579,2024-05-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.227,False,Hydraulic line pressure oscillation detected under load.
-39580,2024-05-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.017,False,Maintenance scheduler deferred calibration due to spare shortage.
-39581,2024-05-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.07,False,Vibration harmonics broadened during extended production run.
-39582,2024-05-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,61.813,False,Pressure peak corresponds to oversized billet batch processing.
-39583,2024-05-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.572,False,Thermal overshoot event coincided with recipe change on furnace.
-39584,2024-05-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.445,False,Machine idle period extended during planned sanitation window.
-39585,2024-05-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.155,False,Shift handoff note referenced unusual noise near press enclosure.
-39586,2024-05-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.549,False,Machine throughput increase drove sustained pressure uplift.
-39587,2024-05-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.904,False,Thermal ramp exceeded expected warmup curve before shift start.
-39588,2024-05-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.732,False,Maintenance note logged for coupling imbalance inspection.
-39589,2024-05-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.396,False,Humidity climbed during dock-door open period in afternoon shift.
-39590,2024-05-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.613,False,Maintenance scheduler deferred calibration due to spare shortage.
-39591,2024-05-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.651,False,Condensation warning cleared after dehumidifier ramp-up.
-39592,2024-05-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.318,False,Shift handoff note referenced unusual noise near press enclosure.
-39593,2024-05-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Sensor battery health remains nominal after firmware update.
-39594,2024-05-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.138,False,Sensor signal clipping observed during startup surge.
-39595,2024-05-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Hydraulic line pressure oscillation detected under load.
-39596,2024-05-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.303,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39597,2024-05-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.472,False,Bearing temperature rising faster than baseline on spindle cell.
-39598,2024-05-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.977,False,Sensor heartbeat delayed by one interval after gateway retry.
-39599,2024-05-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Dust extraction fan offline for 18 minutes on line finishing.
-39600,2024-05-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.093,False,Maintenance crew confirmed lubrication interval was missed.
-39601,2024-05-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.975,False,Operator reset acknowledged after red-tag inspection.
-39602,2024-05-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.773,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39603,2024-05-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.2,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39604,2024-05-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.719,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39605,2024-05-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.128,False,Coolant loop adjustment reduced chamber temperature spread.
-39606,2024-05-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.611,False,Thermal overshoot event coincided with recipe change on furnace.
-39607,2024-05-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.37,False,Maintenance note logged for coupling imbalance inspection.
-39608,2024-05-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.132,False,Temporary gateway failover completed without data loss.
-39609,2024-05-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.095,False,Operator reset acknowledged after red-tag inspection.
-39610,2024-05-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.829,False,Sensor enclosure opened for manual calibration verification.
-39611,2024-05-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.559,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39612,2024-05-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.647,False,Condensation warning cleared after dehumidifier ramp-up.
-39613,2024-05-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.099,False,Temperature remained elevated during unscheduled overtime run.
-39614,2024-05-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.685,False,Machine idle period extended during planned sanitation window.
-39615,2024-05-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.667,False,Pressure line purge completed before restart authorization.
-39616,2024-05-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.937,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39617,2024-05-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.755,False,SCADA backfill inserted two delayed telemetry points.
-39618,2024-05-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.747,False,Operator reported intermittent chatter on machine CNC-04.
-39619,2024-05-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.851,False,Pressure peak corresponds to oversized billet batch processing.
-39620,2024-05-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.018,False,Calibration check overdue by 11 days for press-line transducer.
-39621,2024-05-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.545,False,Shift handoff note referenced unusual noise near press enclosure.
-39622,2024-05-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.649,False,Humidity readings track seasonal rise across late spring.
-39623,2024-05-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.458,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39624,2024-05-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,36.034,False,Anomaly review flagged possible bearing wear progression.
-39625,2024-05-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.163,False,Operator reset acknowledged after red-tag inspection.
-39626,2024-05-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.446,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39627,2024-05-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.09,False,Maintenance scheduler deferred calibration due to spare shortage.
-39628,2024-05-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.003,False,Vibration burst exceeds envelope during tool change cycle.
-39629,2024-05-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.462,False,Temperature variance narrowed after coolant nozzle cleaning.
-39630,2024-05-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.726,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39631,2024-05-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.108,False,Maintenance scheduler deferred calibration due to spare shortage.
-39632,2024-05-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.312,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39633,2024-05-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.677,False,Sensor enclosure opened for manual calibration verification.
-39634,2024-05-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.365,False,Pressure settled back to nominal after valve reseat.
-39635,2024-05-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.401,False,Pressure line purge completed before restart authorization.
-39636,2024-05-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.395,False,Dust extraction fan offline for 18 minutes on line finishing.
-39637,2024-05-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.035,False,Calibration check overdue by 11 days for press-line transducer.
-39638,2024-05-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.675,False,Warning threshold updated for pilot predictive-maintenance model.
-39639,2024-05-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.944,False,Humidity readings track seasonal rise across late spring.
-39640,2024-05-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.989,False,Operator reported intermittent chatter on machine CNC-04.
-39641,2024-05-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.217,False,Temperature variance narrowed after coolant nozzle cleaning.
-39642,2024-05-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.58,False,Sensor signal clipping observed during startup surge.
-39643,2024-05-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.973,False,Humidity excursion near finishing booth during coating run.
-39644,2024-05-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.402,False,Hydraulic line pressure oscillation detected under load.
-39645,2024-05-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.329,False,Press cycle dwell time lengthened during high-volume batch.
-39646,2024-05-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,60.05,False,Unbalanced load introduced cyclical pressure ripple.
-39647,2024-05-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.964,False,Hydraulic line pressure oscillation detected under load.
-39648,2024-05-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.598,False,Vibration burst exceeds envelope during tool change cycle.
-39649,2024-05-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.95,False,Night shift startup produced higher than normal vibration floor.
-39650,2024-05-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.285,False,Sensor heartbeat delayed by one interval after gateway retry.
-39651,2024-05-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.577,False,Sensor heartbeat delayed by one interval after gateway retry.
-39652,2024-05-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.214,False,Sensor heartbeat delayed by one interval after gateway retry.
-39653,2024-05-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.247,False,Sensor enclosure opened for manual calibration verification.
-39654,2024-05-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.599,False,Reliability engineer tagged sample window for model retraining.
-39655,2024-05-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.574,False,Air handler maintenance reduced humidity variance on finishing line.
-39656,2024-05-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.436,False,Sensor battery health remains nominal after firmware update.
-39657,2024-05-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.413,False,Humidity climbed during dock-door open period in afternoon shift.
-39658,2024-05-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.608,False,Shift handoff note referenced unusual noise near press enclosure.
-39659,2024-05-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.507,False,Humidity readings track seasonal rise across late spring.
-39660,2024-05-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.45,False,Pressure settled back to nominal after valve reseat.
-39661,2024-05-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.206,False,Humidity baseline improved after seal replacement.
-39662,2024-05-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.564,False,Condensation warning cleared after dehumidifier ramp-up.
-39663,2024-05-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.22,False,Edge collector replayed buffered events after network recovery.
-39664,2024-05-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.078,False,Temporary gateway failover completed without data loss.
-39665,2024-05-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.162,False,Calibration check overdue by 11 days for press-line transducer.
-39666,2024-05-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.323,False,Operator reset acknowledged after red-tag inspection.
-39667,2024-05-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.655,False,Temperature variance narrowed after coolant nozzle cleaning.
-39668,2024-05-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.638,False,Sensor battery health remains nominal after firmware update.
-39669,2024-05-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.946,False,Maintenance crew confirmed lubrication interval was missed.
-39670,2024-05-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.103,False,Condensation warning cleared after dehumidifier ramp-up.
-39671,2024-05-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.162,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39672,2024-05-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.308,False,Quality hold reduced finishing booth activity for one shift.
-39673,2024-05-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.747,False,Maintenance note logged for coupling imbalance inspection.
-39674,2024-05-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.55,False,Maintenance scheduler deferred calibration due to spare shortage.
-39675,2024-05-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.578,False,Quality hold reduced finishing booth activity for one shift.
-39676,2024-05-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.957,False,Telemetry quality flag downgraded during sensor self-test window.
-39677,2024-05-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.125,False,Humidity excursion near finishing booth during coating run.
-39678,2024-05-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.125,False,Press cycle dwell time lengthened during high-volume batch.
-39679,2024-05-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.117,False,Maintenance note logged for coupling imbalance inspection.
-39680,2024-05-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.599,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39681,2024-05-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.517,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39682,2024-05-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.974,False,Maintenance note logged for coupling imbalance inspection.
-39683,2024-05-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.364,False,Operator reset acknowledged after red-tag inspection.
-39684,2024-05-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.613,False,Short-lived packet loss observed at edge gateway gw-02.
-39685,2024-05-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.654,False,Maintenance scheduler deferred calibration due to spare shortage.
-39686,2024-05-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.779,False,Sensor signal clipping observed during startup surge.
-39687,2024-05-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.046,False,Quality team requested trace review for lot 24-118B.
-39688,2024-05-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.877,False,Humidity excursion near finishing booth during coating run.
-39689,2024-05-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.258,False,Night shift startup produced higher than normal vibration floor.
-39690,2024-05-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.027,False,Operator reported intermittent chatter on machine CNC-04.
-39691,2024-05-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.935,False,Vibration harmonics broadened during extended production run.
-39692,2024-05-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.147,False,Vibration baseline recovered after tool holder replacement.
-39693,2024-05-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.671,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39694,2024-05-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.994,False,Temperature remained elevated during unscheduled overtime run.
-39695,2024-05-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Shift handoff note referenced unusual noise near press enclosure.
-39696,2024-05-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.155,False,Anomaly review flagged possible bearing wear progression.
-39697,2024-05-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.96,False,Hydraulic line pressure oscillation detected under load.
-39698,2024-05-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.66,False,Pressure settled back to nominal after valve reseat.
-39699,2024-05-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.419,False,SCADA backfill inserted two delayed telemetry points.
-39700,2024-05-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.093,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39701,2024-05-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,SCADA backfill inserted two delayed telemetry points.
-39702,2024-05-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.443,False,Thermal overshoot event coincided with recipe change on furnace.
-39703,2024-05-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.683,False,Machine idle period extended during planned sanitation window.
-39704,2024-05-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.209,False,Machine idle period extended during planned sanitation window.
-39705,2024-05-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Maintenance scheduler deferred calibration due to spare shortage.
-39706,2024-05-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.124,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39707,2024-05-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.267,False,Packaging line stop reduced adjacent vibration background.
-39708,2024-05-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.253,False,Temperature variance narrowed after coolant nozzle cleaning.
-39709,2024-05-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.072,False,Supervisory alert generated after three consecutive threshold breaches.
-39710,2024-05-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.326,False,Humidity baseline improved after seal replacement.
-39711,2024-05-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.413,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39712,2024-05-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.351,False,Operator reported intermittent chatter on machine CNC-04.
-39713,2024-05-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.781,False,Quality team requested trace review for lot 24-118B.
-39714,2024-05-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.598,False,Reliability engineer tagged sample window for model retraining.
-39715,2024-05-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.011,False,Thermal ramp exceeded expected warmup curve before shift start.
-39716,2024-05-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.372,False,Dust extraction fan offline for 18 minutes on line finishing.
-39717,2024-05-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.446,False,Temperature remained elevated during unscheduled overtime run.
-39718,2024-05-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.456,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39719,2024-05-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.014,False,Operator reset acknowledged after red-tag inspection.
-39720,2024-05-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.917,False,Machine throughput increase drove sustained pressure uplift.
-39721,2024-05-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Humidity excursion near finishing booth during coating run.
-39722,2024-05-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.874,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39723,2024-05-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.526,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39724,2024-05-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.235,False,Machine idle period extended during planned sanitation window.
-39725,2024-05-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.838,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39726,2024-05-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.699,False,Machine idle period extended during planned sanitation window.
-39727,2024-05-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.643,False,Thermal overshoot event coincided with recipe change on furnace.
-39728,2024-05-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.336,False,Humidity readings track seasonal rise across late spring.
-39729,2024-05-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.613,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39730,2024-05-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.748,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39731,2024-05-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.071,False,Pressure peak corresponds to oversized billet batch processing.
-39732,2024-05-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.663,False,Operator reset acknowledged after red-tag inspection.
-39733,2024-05-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.985,False,Pressure settled back to nominal after valve reseat.
-39734,2024-05-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.407,False,Temperature variance narrowed after coolant nozzle cleaning.
-39735,2024-05-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.023,False,Humidity excursion near finishing booth during coating run.
-39736,2024-05-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.332,False,Humidity excursion near finishing booth during coating run.
-39737,2024-05-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.269,False,Humidity baseline improved after seal replacement.
-39738,2024-05-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.151,False,Hydraulic line pressure oscillation detected under load.
-39739,2024-05-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.03,False,Unbalanced load introduced cyclical pressure ripple.
-39740,2024-05-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.517,False,Telemetry quality flag downgraded during sensor self-test window.
-39741,2024-05-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.582,False,Temperature variance narrowed after coolant nozzle cleaning.
-39742,2024-05-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.096,False,Temporary gateway failover completed without data loss.
-39743,2024-05-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.052,False,Anomaly review flagged possible bearing wear progression.
-39744,2024-05-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.063,False,Thermal overshoot event coincided with recipe change on furnace.
-39745,2024-05-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.104,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39746,2024-05-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.557,False,Dust extraction fan offline for 18 minutes on line finishing.
-39747,2024-05-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.855,False,Sensor battery health remains nominal after firmware update.
-39748,2024-05-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.953,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39749,2024-05-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.899,False,Sensor signal clipping observed during startup surge.
-39750,2024-05-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.689,False,Telemetry quality flag downgraded during sensor self-test window.
-39751,2024-05-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.323,False,Coolant loop adjustment reduced chamber temperature spread.
-39752,2024-05-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.754,False,Machine throughput increase drove sustained pressure uplift.
-39753,2024-05-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.106,False,Bearing temperature rising faster than baseline on spindle cell.
-39754,2024-05-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.331,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39755,2024-05-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.466,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39756,2024-05-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.244,False,Vibration baseline recovered after tool holder replacement.
-39757,2024-05-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.081,False,Pressure peak corresponds to oversized billet batch processing.
-39758,2024-05-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.405,False,Dust extraction fan offline for 18 minutes on line finishing.
-39759,2024-05-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.556,False,Maintenance crew confirmed lubrication interval was missed.
-39760,2024-05-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.204,False,Shift handoff note referenced unusual noise near press enclosure.
-39761,2024-05-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,Anomaly review flagged possible bearing wear progression.
-39762,2024-05-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.383,False,Bearing temperature rising faster than baseline on spindle cell.
-39763,2024-05-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.992,False,Hydraulic line pressure oscillation detected under load.
-39764,2024-05-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.601,False,Edge collector replayed buffered events after network recovery.
-39765,2024-05-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.137,False,Humidity excursion near finishing booth during coating run.
-39766,2024-05-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.036,False,Short-lived packet loss observed at edge gateway gw-02.
-39767,2024-05-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.98,False,Temporary gateway failover completed without data loss.
-39768,2024-05-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.421,False,Telemetry quality flag downgraded during sensor self-test window.
-39769,2024-05-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.913,False,Pressure peak corresponds to oversized billet batch processing.
-39770,2024-05-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.115,False,Calibration check overdue by 11 days for press-line transducer.
-39771,2024-05-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Temperature variance narrowed after coolant nozzle cleaning.
-39772,2024-05-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.089,False,Humidity excursion near finishing booth during coating run.
-39773,2024-05-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.987,False,Press cycle dwell time lengthened during high-volume batch.
-39774,2024-05-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.919,False,Vibration burst exceeds envelope during tool change cycle.
-39775,2024-05-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.15,False,Packaging line stop reduced adjacent vibration background.
-39776,2024-05-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.088,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-39777,2024-05-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.568,False,Dust extraction fan offline for 18 minutes on line finishing.
-39778,2024-05-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,52.87,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39779,2024-05-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.311,False,SCADA backfill inserted two delayed telemetry points.
-39780,2024-05-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.24,False,Humidity climbed during dock-door open period in afternoon shift.
-39781,2024-05-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Anomaly review flagged possible bearing wear progression.
-39782,2024-05-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.353,False,Night shift startup produced higher than normal vibration floor.
-39783,2024-05-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.884,False,Maintenance crew confirmed lubrication interval was missed.
-39784,2024-05-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.363,False,Maintenance note logged for coupling imbalance inspection.
-39785,2024-05-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.83,False,Night shift startup produced higher than normal vibration floor.
-39786,2024-05-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.768,False,Vibration burst exceeds envelope during tool change cycle.
-39787,2024-05-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.705,False,Telemetry quality flag downgraded during sensor self-test window.
-39788,2024-05-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.183,False,Warning threshold updated for pilot predictive-maintenance model.
-39789,2024-05-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.121,False,Anomaly review flagged possible bearing wear progression.
-39790,2024-05-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.095,False,Humidity climbed during dock-door open period in afternoon shift.
-39791,2024-05-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.992,False,Anomaly review flagged possible bearing wear progression.
-39792,2024-05-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.185,False,Reliability engineer tagged sample window for model retraining.
-39793,2024-05-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.824,False,Machine idle period extended during planned sanitation window.
-39794,2024-05-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.043,False,Machine idle period extended during planned sanitation window.
-39795,2024-05-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.485,False,Sensor battery health remains nominal after firmware update.
-39796,2024-05-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.724,False,Unbalanced load introduced cyclical pressure ripple.
-39797,2024-05-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.498,False,Anomaly review flagged possible bearing wear progression.
-39798,2024-05-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.054,False,Maintenance note logged for coupling imbalance inspection.
-39799,2024-05-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.799,False,Temperature remained elevated during unscheduled overtime run.
-39800,2024-05-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.175,False,Pressure settled back to nominal after valve reseat.
-39801,2024-05-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Humidity excursion near finishing booth during coating run.
-39802,2024-05-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.814,False,Packaging line stop reduced adjacent vibration background.
-39803,2024-05-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.846,False,Quality team requested trace review for lot 24-118B.
-39804,2024-05-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.476,False,Calibration check overdue by 11 days for press-line transducer.
-39805,2024-05-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.304,False,Maintenance crew confirmed lubrication interval was missed.
-39806,2024-05-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.557,False,Thermal overshoot event coincided with recipe change on furnace.
-39807,2024-05-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.551,False,Humidity baseline improved after seal replacement.
-39808,2024-05-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.789,False,Unbalanced load introduced cyclical pressure ripple.
-39809,2024-05-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.196,False,Temperature remained elevated during unscheduled overtime run.
-39810,2024-05-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.033,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39811,2024-05-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.052,False,Thermal ramp exceeded expected warmup curve before shift start.
-39812,2024-05-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.603,False,Thermal overshoot event coincided with recipe change on furnace.
-39813,2024-05-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.345,False,Quality team requested trace review for lot 24-118B.
-39814,2024-05-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.807,False,Pressure peak corresponds to oversized billet batch processing.
-39815,2024-05-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.83,False,Quality hold reduced finishing booth activity for one shift.
-39816,2024-05-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.535,False,Quality team requested trace review for lot 24-118B.
-39817,2024-05-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.496,False,Pressure peak corresponds to oversized billet batch processing.
-39818,2024-05-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.839,False,Machine idle period extended during planned sanitation window.
-39819,2024-05-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Heat-treat furnace door cycling increased localized temperature spikes.
-39820,2024-05-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.289,False,Pressure peak corresponds to oversized billet batch processing.
-39821,2024-05-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.866,False,Maintenance note logged for coupling imbalance inspection.
-39822,2024-05-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.855,False,Maintenance crew confirmed lubrication interval was missed.
-39823,2024-05-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.886,False,Vibration burst exceeds envelope during tool change cycle.
-39824,2024-05-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.497,False,Coolant loop adjustment reduced chamber temperature spread.
-39825,2024-05-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.33,False,Temporary gateway failover completed without data loss.
-39826,2024-05-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.884,False,Sensor battery health remains nominal after firmware update.
-39827,2024-05-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.176,False,Shift handoff note referenced unusual noise near press enclosure.
-39828,2024-05-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.871,False,Temperature remained elevated during unscheduled overtime run.
-39829,2024-05-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.813,False,Machine throughput increase drove sustained pressure uplift.
-39830,2024-05-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.759,False,Maintenance crew confirmed lubrication interval was missed.
-39831,2024-05-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.565,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39832,2024-05-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.476,False,Humidity excursion near finishing booth during coating run.
-39833,2024-05-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.564,False,Supervisory alert generated after three consecutive threshold breaches.
-39834,2024-05-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.577,False,Humidity baseline improved after seal replacement.
-39835,2024-05-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.728,False,Packaging line stop reduced adjacent vibration background.
-39836,2024-05-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,47.744,False,Dust extraction fan offline for 18 minutes on line finishing.
-39837,2024-05-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.4,False,Humidity readings track seasonal rise across late spring.
-39838,2024-05-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.165,False,Quality hold reduced finishing booth activity for one shift.
-39839,2024-05-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.419,False,Pressure settled back to nominal after valve reseat.
-39840,2024-05-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.224,False,Thermal overshoot event coincided with recipe change on furnace.
-39841,2024-05-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.58,False,Humidity excursion near finishing booth during coating run.
-39842,2024-05-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,84.255,False,Vibration baseline recovered after tool holder replacement.
-39843,2024-05-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.459,False,Humidity baseline improved after seal replacement.
-39844,2024-05-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.593,False,Vibration burst exceeds envelope during tool change cycle.
-39845,2024-05-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.861,False,Sensor enclosure opened for manual calibration verification.
-39846,2024-05-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.423,False,Maintenance crew confirmed lubrication interval was missed.
-39847,2024-05-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.019,False,Humidity readings track seasonal rise across late spring.
-39848,2024-05-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.741,False,Pressure settled back to nominal after valve reseat.
-39849,2024-05-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39850,2024-05-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.051,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39851,2024-05-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39852,2024-05-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.874,False,Sensor signal clipping observed during startup surge.
-39853,2024-05-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.945,False,Temperature variance narrowed after coolant nozzle cleaning.
-39854,2024-05-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.183,False,Temporary gateway failover completed without data loss.
-39855,2024-05-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.438,False,Thermal overshoot event coincided with recipe change on furnace.
-39856,2024-05-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.206,False,Humidity readings track seasonal rise across late spring.
-39857,2024-05-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.644,False,Dust extraction fan offline for 18 minutes on line finishing.
-39858,2024-05-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.807,False,Telemetry quality flag downgraded during sensor self-test window.
-39859,2024-05-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.537,False,Hydraulic line pressure oscillation detected under load.
-39860,2024-05-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.059,False,Humidity climbed during dock-door open period in afternoon shift.
-39861,2024-05-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Warning threshold updated for pilot predictive-maintenance model.
-39862,2024-05-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.792,False,Edge collector replayed buffered events after network recovery.
-39863,2024-05-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.005,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39864,2024-05-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.694,False,Humidity excursion near finishing booth during coating run.
-39865,2024-05-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.995,False,Anomaly review flagged possible bearing wear progression.
-39866,2024-05-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.861,False,Humidity climbed during dock-door open period in afternoon shift.
-39867,2024-05-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Vibration baseline recovered after tool holder replacement.
-39868,2024-05-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.524,False,Machine idle period extended during planned sanitation window.
-39869,2024-05-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.111,False,Sensor signal clipping observed during startup surge.
-39870,2024-05-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.973,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39871,2024-05-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.036,False,Thermal overshoot event coincided with recipe change on furnace.
-39872,2024-05-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.874,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39873,2024-05-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.277,False,Edge collector replayed buffered events after network recovery.
-39874,2024-05-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.38,False,Compressed air fluctuation introduced pressure noise for two cycles.
-39875,2024-05-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.419,False,Reliability engineer tagged sample window for model retraining.
-39876,2024-05-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.203,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39877,2024-05-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.593,False,Thermal ramp exceeded expected warmup curve before shift start.
-39878,2024-05-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.822,False,Unbalanced load introduced cyclical pressure ripple.
-39879,2024-05-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.907,False,Sensor heartbeat delayed by one interval after gateway retry.
-39880,2024-05-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.746,False,Dust extraction fan offline for 18 minutes on line finishing.
-39881,2024-05-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.182,False,Transient outlier matched forklift impact near cabinet wall.
-39882,2024-05-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.375,False,Condensation warning cleared after dehumidifier ramp-up.
-39883,2024-05-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.964,False,Hydraulic line pressure oscillation detected under load.
-39884,2024-05-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.744,False,Sensor battery health remains nominal after firmware update.
-39885,2024-05-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.814,False,Sensor signal clipping observed during startup surge.
-39886,2024-05-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.876,False,Warning threshold updated for pilot predictive-maintenance model.
-39887,2024-05-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.292,False,Operator reported intermittent chatter on machine CNC-04.
-39888,2024-05-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.467,False,Night shift startup produced higher than normal vibration floor.
-39889,2024-05-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.209,False,Short-lived packet loss observed at edge gateway gw-02.
-39890,2024-05-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.236,False,Pressure peak corresponds to oversized billet batch processing.
-39891,2024-05-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.364,False,Quality team requested trace review for lot 24-118B.
-39892,2024-05-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.429,False,Pressure settled back to nominal after valve reseat.
-39893,2024-05-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,4.174,False,Quality hold reduced finishing booth activity for one shift.
-39894,2024-05-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.71,False,Edge collector replayed buffered events after network recovery.
-39895,2024-05-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.787,False,Machine throughput increase drove sustained pressure uplift.
-39896,2024-05-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.796,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39897,2024-05-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.3,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39898,2024-05-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.322,False,Packaging line stop reduced adjacent vibration background.
-39899,2024-05-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.657,False,Bearing temperature rising faster than baseline on spindle cell.
-39900,2024-05-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.341,False,Operator reported intermittent chatter on machine CNC-04.
-39901,2024-05-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.592,False,Supervisory alert generated after three consecutive threshold breaches.
-39902,2024-05-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.788,False,Transient outlier matched forklift impact near cabinet wall.
-39903,2024-05-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.52,False,Temperature remained elevated during unscheduled overtime run.
-39904,2024-05-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.181,False,Maintenance crew confirmed lubrication interval was missed.
-39905,2024-05-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Condensation warning cleared after dehumidifier ramp-up.
-39906,2024-05-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.498,False,Pressure peak corresponds to oversized billet batch processing.
-39907,2024-05-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.602,False,Maintenance scheduler deferred calibration due to spare shortage.
-39908,2024-05-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.22,False,Machine idle period extended during planned sanitation window.
-39909,2024-05-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.186,False,Dust extraction fan offline for 18 minutes on line finishing.
-39910,2024-05-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.327,False,Temperature variance narrowed after coolant nozzle cleaning.
-39911,2024-05-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.794,False,Pressure line purge completed before restart authorization.
-39912,2024-05-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.256,False,Maintenance crew confirmed lubrication interval was missed.
-39913,2024-05-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.843,False,Unbalanced load introduced cyclical pressure ripple.
-39914,2024-05-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.628,False,Quality team requested trace review for lot 24-118B.
-39915,2024-05-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.152,False,Thermal overshoot event coincided with recipe change on furnace.
-39916,2024-05-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.868,False,Machine idle period extended during planned sanitation window.
-39917,2024-05-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.133,False,Unbalanced load introduced cyclical pressure ripple.
-39918,2024-05-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.956,False,Machine throughput increase drove sustained pressure uplift.
-39919,2024-05-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.274,False,Humidity baseline improved after seal replacement.
-39920,2024-05-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.54,False,Shift handoff note referenced unusual noise near press enclosure.
-39921,2024-05-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.714,False,Bearing temperature rising faster than baseline on spindle cell.
-39922,2024-05-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.641,False,Humidity baseline improved after seal replacement.
-39923,2024-05-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.061,False,Dust extraction fan offline for 18 minutes on line finishing.
-39924,2024-05-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.456,False,Edge collector replayed buffered events after network recovery.
-39925,2024-05-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.788,False,Vibration baseline recovered after tool holder replacement.
-39926,2024-05-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.528,False,Night shift startup produced higher than normal vibration floor.
-39927,2024-05-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.37,False,Temporary gateway failover completed without data loss.
-39928,2024-05-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.707,False,Condensation warning cleared after dehumidifier ramp-up.
-39929,2024-05-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.77,False,Bearing temperature rising faster than baseline on spindle cell.
-39930,2024-05-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.375,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-39931,2024-05-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.967,False,Pressure peak corresponds to oversized billet batch processing.
-39932,2024-05-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.305,False,Machine idle period extended during planned sanitation window.
-39933,2024-05-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.655,False,Reliability engineer tagged sample window for model retraining.
-39934,2024-05-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.368,False,Operator reported intermittent chatter on machine CNC-04.
-39935,2024-05-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.387,False,Operator reported intermittent chatter on machine CNC-04.
-39936,2024-05-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.541,False,Temporary gateway failover completed without data loss.
-39937,2024-05-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Humidity readings track seasonal rise across late spring.
-39938,2024-05-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.538,False,Unbalanced load introduced cyclical pressure ripple.
-39939,2024-05-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.281,False,Unbalanced load introduced cyclical pressure ripple.
-39940,2024-05-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.125,False,Humidity baseline improved after seal replacement.
-39941,2024-05-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.777,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39942,2024-05-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.748,False,Coolant loop adjustment reduced chamber temperature spread.
-39943,2024-05-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.203,False,Anomaly review flagged possible bearing wear progression.
-39944,2024-05-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.136,False,Sensor signal clipping observed during startup surge.
-39945,2024-05-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.715,False,Edge collector replayed buffered events after network recovery.
-39946,2024-05-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.093,False,Night shift startup produced higher than normal vibration floor.
-39947,2024-05-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.986,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39948,2024-05-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.574,False,Transient outlier matched forklift impact near cabinet wall.
-39949,2024-05-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.278,False,Dust extraction fan offline for 18 minutes on line finishing.
-39950,2024-05-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.97,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39951,2024-05-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.02,False,Sensor signal clipping observed during startup surge.
-39952,2024-05-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.441,False,Vibration baseline recovered after tool holder replacement.
-39953,2024-05-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.995,False,Sensor battery health remains nominal after firmware update.
-39954,2024-05-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.335,False,Warning threshold updated for pilot predictive-maintenance model.
-39955,2024-05-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.092,False,Temperature remained elevated during unscheduled overtime run.
-39956,2024-05-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.595,False,Humidity baseline improved after seal replacement.
-39957,2024-05-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Packaging line stop reduced adjacent vibration background.
-39958,2024-05-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.989,False,Pressure peak corresponds to oversized billet batch processing.
-39959,2024-05-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.564,False,Humidity readings track seasonal rise across late spring.
-39960,2024-05-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.545,False,Supervisory alert generated after three consecutive threshold breaches.
-39961,2024-05-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.552,False,Temporary gateway failover completed without data loss.
-39962,2024-05-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.484,False,Coolant loop adjustment reduced chamber temperature spread.
-39963,2024-05-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.902,False,Vibration baseline recovered after tool holder replacement.
-39964,2024-05-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.535,False,Transient outlier matched forklift impact near cabinet wall.
-39965,2024-05-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.783,False,Calibration check overdue by 11 days for press-line transducer.
-39966,2024-05-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.899,False,Warning threshold updated for pilot predictive-maintenance model.
-39967,2024-05-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.731,False,Machine idle period extended during planned sanitation window.
-39968,2024-05-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.734,False,Hydraulic line pressure oscillation detected under load.
-39969,2024-05-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.272,False,Temporary gateway failover completed without data loss.
-39970,2024-05-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.187,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-39971,2024-05-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.895,False,Sensor enclosure opened for manual calibration verification.
-39972,2024-05-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.771,False,Telemetry quality flag downgraded during sensor self-test window.
-39973,2024-05-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.699,False,Reliability engineer tagged sample window for model retraining.
-39974,2024-05-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.769,False,Machine idle period extended during planned sanitation window.
-39975,2024-05-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.668,False,Sensor battery health remains nominal after firmware update.
-39976,2024-05-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,27.264,False,Anomaly review flagged possible bearing wear progression.
-39977,2024-05-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.046,False,Operator reset acknowledged after red-tag inspection.
-39978,2024-05-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.08,False,Operator reported intermittent chatter on machine CNC-04.
-39979,2024-05-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.249,False,Thermal overshoot event coincided with recipe change on furnace.
-39980,2024-05-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.037,False,Short-lived packet loss observed at edge gateway gw-02.
-39981,2024-05-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.749,False,Warning threshold updated for pilot predictive-maintenance model.
-39982,2024-05-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.008,False,Humidity baseline improved after seal replacement.
-39983,2024-05-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.726,False,Humidity readings track seasonal rise across late spring.
-39984,2024-05-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.109,False,Operator reset acknowledged after red-tag inspection.
-39985,2024-05-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.451,False,Warning threshold updated for pilot predictive-maintenance model.
-39986,2024-05-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.125,False,Temperature variance narrowed after coolant nozzle cleaning.
-39987,2024-05-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.708,False,Unbalanced load introduced cyclical pressure ripple.
-39988,2024-05-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.591,False,Maintenance note logged for coupling imbalance inspection.
-39989,2024-05-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.978,False,Anomaly review flagged possible bearing wear progression.
-39990,2024-05-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.78,False,Pressure peak corresponds to oversized billet batch processing.
-39991,2024-05-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.992,False,Sensor signal clipping observed during startup surge.
-39992,2024-05-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.47,False,Sensor enclosure opened for manual calibration verification.
-39993,2024-05-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.741,False,Hydraulic line pressure oscillation detected under load.
-39994,2024-05-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.151,False,Press cycle dwell time lengthened during high-volume batch.
-39995,2024-05-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.781,False,Sensor 3 drift suspected after cross-check with manual gauge.
-39996,2024-05-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.693,False,Edge collector replayed buffered events after network recovery.
-39997,2024-05-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.843,False,Hydraulic line pressure oscillation detected under load.
-39998,2024-05-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.918,False,Ambient temperature stabilized after HVAC stage-two engagement.
-39999,2024-05-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.718,False,Transient outlier matched forklift impact near cabinet wall.
-40000,2024-05-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.52,False,Temperature variance narrowed after coolant nozzle cleaning.
-40001,2024-05-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Sensor battery health remains nominal after firmware update.
-40002,2024-05-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.529,False,Calibration check overdue by 11 days for press-line transducer.
-40003,2024-05-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.936,False,Sensor battery health remains nominal after firmware update.
-40004,2024-05-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.53,False,Machine throughput increase drove sustained pressure uplift.
-40005,2024-05-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.244,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40006,2024-05-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.863,False,Hydraulic line pressure oscillation detected under load.
-40007,2024-05-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.386,False,Humidity baseline improved after seal replacement.
-40008,2024-05-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.754,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40009,2024-05-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.483,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40010,2024-05-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.303,False,Vibration baseline recovered after tool holder replacement.
-40011,2024-05-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.803,False,Humidity excursion near finishing booth during coating run.
-40012,2024-05-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.907,False,Sensor heartbeat delayed by one interval after gateway retry.
-40013,2024-05-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.861,False,Supervisory alert generated after three consecutive threshold breaches.
-40014,2024-05-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.453,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40015,2024-05-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.359,False,Condensation warning cleared after dehumidifier ramp-up.
-40016,2024-05-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.226,False,SCADA backfill inserted two delayed telemetry points.
-40017,2024-05-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Pressure peak corresponds to oversized billet batch processing.
-40018,2024-05-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.341,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40019,2024-05-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.697,False,Telemetry quality flag downgraded during sensor self-test window.
-40020,2024-05-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.589,False,Unbalanced load introduced cyclical pressure ripple.
-40021,2024-05-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.721,False,Vibration harmonics broadened during extended production run.
-40022,2024-05-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.819,False,Pressure settled back to nominal after valve reseat.
-40023,2024-05-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.233,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40024,2024-05-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.52,False,Thermal overshoot event coincided with recipe change on furnace.
-40025,2024-05-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.446,False,Sensor enclosure opened for manual calibration verification.
-40026,2024-05-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.115,False,Reliability engineer tagged sample window for model retraining.
-40027,2024-05-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.858,False,Operator reset acknowledged after red-tag inspection.
-40028,2024-05-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.863,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40029,2024-05-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.739,False,Pressure settled back to nominal after valve reseat.
-40030,2024-05-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.805,False,Unbalanced load introduced cyclical pressure ripple.
-40031,2024-05-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.8,False,Air handler maintenance reduced humidity variance on finishing line.
-40032,2024-05-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.678,False,Temporary gateway failover completed without data loss.
-40033,2024-05-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.786,False,Quality hold reduced finishing booth activity for one shift.
-40034,2024-05-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.338,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40035,2024-05-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.544,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40036,2024-05-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.494,False,Humidity readings track seasonal rise across late spring.
-40037,2024-05-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.159,False,Sensor battery health remains nominal after firmware update.
-40038,2024-05-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.182,False,Sensor enclosure opened for manual calibration verification.
-40039,2024-05-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.672,False,Telemetry quality flag downgraded during sensor self-test window.
-40040,2024-05-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.307,False,Vibration harmonics broadened during extended production run.
-40041,2024-05-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.336,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40042,2024-05-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.251,False,Maintenance note logged for coupling imbalance inspection.
-40043,2024-05-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.92,False,Vibration baseline recovered after tool holder replacement.
-40044,2024-05-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.966,False,Maintenance note logged for coupling imbalance inspection.
-40045,2024-05-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.715,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40046,2024-05-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.432,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40047,2024-05-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.836,False,Machine idle period extended during planned sanitation window.
-40048,2024-05-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.037,False,Anomaly review flagged possible bearing wear progression.
-40049,2024-05-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.15,False,Calibration check overdue by 11 days for press-line transducer.
-40050,2024-05-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.6,False,Warning threshold updated for pilot predictive-maintenance model.
-40051,2024-05-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.743,False,Maintenance crew confirmed lubrication interval was missed.
-40052,2024-05-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.671,False,Machine throughput increase drove sustained pressure uplift.
-40053,2024-05-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.33,False,Telemetry quality flag downgraded during sensor self-test window.
-40054,2024-05-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.161,False,Sensor enclosure opened for manual calibration verification.
-40055,2024-05-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.796,False,Telemetry quality flag downgraded during sensor self-test window.
-40056,2024-05-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.592,False,Temporary gateway failover completed without data loss.
-40057,2024-05-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.068,False,Machine throughput increase drove sustained pressure uplift.
-40058,2024-05-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.437,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40059,2024-05-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.352,False,Pressure line purge completed before restart authorization.
-40060,2024-05-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.346,False,Sensor heartbeat delayed by one interval after gateway retry.
-40061,2024-05-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.076,False,Thermal ramp exceeded expected warmup curve before shift start.
-40062,2024-05-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.065,False,Quality team requested trace review for lot 24-118B.
-40063,2024-05-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.963,False,Quality hold reduced finishing booth activity for one shift.
-40064,2024-05-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.21,False,Vibration baseline recovered after tool holder replacement.
-40065,2024-05-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.684,False,Telemetry quality flag downgraded during sensor self-test window.
-40066,2024-05-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.993,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40067,2024-05-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.277,False,Bearing temperature rising faster than baseline on spindle cell.
-40068,2024-05-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.052,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40069,2024-05-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.446,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40070,2024-05-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.96,False,Warning threshold updated for pilot predictive-maintenance model.
-40071,2024-05-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.816,False,Humidity readings track seasonal rise across late spring.
-40072,2024-05-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.809,False,Humidity baseline improved after seal replacement.
-40073,2024-05-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.004,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40074,2024-05-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.336,False,Sensor signal clipping observed during startup surge.
-40075,2024-05-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.878,False,Sensor enclosure opened for manual calibration verification.
-40076,2024-05-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.162,False,Unbalanced load introduced cyclical pressure ripple.
-40077,2024-05-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.551,False,Operator reported intermittent chatter on machine CNC-04.
-40078,2024-05-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.164,False,Temperature variance narrowed after coolant nozzle cleaning.
-40079,2024-05-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.97,False,Humidity climbed during dock-door open period in afternoon shift.
-40080,2024-05-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.773,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40081,2024-05-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Sensor signal clipping observed during startup surge.
-40082,2024-05-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.72,False,Operator reported intermittent chatter on machine CNC-04.
-40083,2024-05-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.882,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40084,2024-05-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.27,False,Transient outlier matched forklift impact near cabinet wall.
-40085,2024-05-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.957,False,Thermal ramp exceeded expected warmup curve before shift start.
-40086,2024-05-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.672,False,Quality hold reduced finishing booth activity for one shift.
-40087,2024-05-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.367,False,Vibration baseline recovered after tool holder replacement.
-40088,2024-05-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.279,False,Transient outlier matched forklift impact near cabinet wall.
-40089,2024-05-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.941,False,Humidity climbed during dock-door open period in afternoon shift.
-40090,2024-05-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.925,False,Quality team requested trace review for lot 24-118B.
-40091,2024-05-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.854,False,Quality team requested trace review for lot 24-118B.
-40092,2024-05-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.986,False,Transient outlier matched forklift impact near cabinet wall.
-40093,2024-05-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.403,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40094,2024-05-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.245,False,Night shift startup produced higher than normal vibration floor.
-40095,2024-05-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.965,False,Sensor heartbeat delayed by one interval after gateway retry.
-40096,2024-05-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.298,False,Humidity readings track seasonal rise across late spring.
-40097,2024-05-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.507,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40098,2024-05-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.867,False,Warning threshold updated for pilot predictive-maintenance model.
-40099,2024-05-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.458,False,Humidity climbed during dock-door open period in afternoon shift.
-40100,2024-05-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.389,False,Warning threshold updated for pilot predictive-maintenance model.
-40101,2024-05-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.395,False,Shift handoff note referenced unusual noise near press enclosure.
-40102,2024-05-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.059,False,Reliability engineer tagged sample window for model retraining.
-40103,2024-05-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.425,False,Reliability engineer tagged sample window for model retraining.
-40104,2024-05-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.175,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40105,2024-05-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.123,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40106,2024-05-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.156,False,Air handler maintenance reduced humidity variance on finishing line.
-40107,2024-05-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Maintenance crew confirmed lubrication interval was missed.
-40108,2024-05-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.003,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40109,2024-05-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Thermal overshoot event coincided with recipe change on furnace.
-40110,2024-05-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.3,False,Press cycle dwell time lengthened during high-volume batch.
-40111,2024-05-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.334,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40112,2024-05-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.843,False,Maintenance crew confirmed lubrication interval was missed.
-40113,2024-05-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.149,False,Thermal overshoot event coincided with recipe change on furnace.
-40114,2024-05-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.355,False,Warning threshold updated for pilot predictive-maintenance model.
-40115,2024-05-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Unbalanced load introduced cyclical pressure ripple.
-40116,2024-05-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.81,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40117,2024-05-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.562,False,Telemetry quality flag downgraded during sensor self-test window.
-40118,2024-05-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.564,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40119,2024-05-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.395,False,Quality team requested trace review for lot 24-118B.
-40120,2024-05-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.094,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40121,2024-05-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.638,False,Reliability engineer tagged sample window for model retraining.
-40122,2024-05-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.554,False,Hydraulic line pressure oscillation detected under load.
-40123,2024-05-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.227,False,Sensor battery health remains nominal after firmware update.
-40124,2024-05-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.686,False,Transient outlier matched forklift impact near cabinet wall.
-40125,2024-05-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.577,False,Sensor battery health remains nominal after firmware update.
-40126,2024-05-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.309,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40127,2024-05-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.311,False,Sensor heartbeat delayed by one interval after gateway retry.
-40128,2024-05-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.431,False,Thermal overshoot event coincided with recipe change on furnace.
-40129,2024-05-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.314,False,Vibration burst exceeds envelope during tool change cycle.
-40130,2024-05-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.103,False,Maintenance note logged for coupling imbalance inspection.
-40131,2024-05-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.713,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40132,2024-05-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.02,False,Temporary gateway failover completed without data loss.
-40133,2024-05-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.969,False,Sensor battery health remains nominal after firmware update.
-40134,2024-05-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.893,False,Quality hold reduced finishing booth activity for one shift.
-40135,2024-05-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.895,False,Sensor battery health remains nominal after firmware update.
-40136,2024-05-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.167,False,Temperature remained elevated during unscheduled overtime run.
-40137,2024-05-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.238,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40138,2024-05-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.808,False,Unbalanced load introduced cyclical pressure ripple.
-40139,2024-05-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.387,False,Edge collector replayed buffered events after network recovery.
-40140,2024-05-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.497,False,Humidity climbed during dock-door open period in afternoon shift.
-40141,2024-05-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.988,False,Unbalanced load introduced cyclical pressure ripple.
-40142,2024-05-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.249,False,Sensor battery health remains nominal after firmware update.
-40143,2024-05-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.347,False,SCADA backfill inserted two delayed telemetry points.
-40144,2024-05-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.596,False,Calibration check overdue by 11 days for press-line transducer.
-40145,2024-05-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Reliability engineer tagged sample window for model retraining.
-40146,2024-05-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.008,False,Temporary gateway failover completed without data loss.
-40147,2024-05-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.669,False,Pressure settled back to nominal after valve reseat.
-40148,2024-05-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.324,False,Press cycle dwell time lengthened during high-volume batch.
-40149,2024-05-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Quality team requested trace review for lot 24-118B.
-40150,2024-05-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.916,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40151,2024-05-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.391,False,Unbalanced load introduced cyclical pressure ripple.
-40152,2024-05-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.711,False,Quality hold reduced finishing booth activity for one shift.
-40153,2024-05-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.901,False,Pressure settled back to nominal after valve reseat.
-40154,2024-05-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.784,False,Maintenance scheduler deferred calibration due to spare shortage.
-40155,2024-05-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.824,False,Temporary gateway failover completed without data loss.
-40156,2024-05-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.185,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40157,2024-05-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40158,2024-05-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.801,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40159,2024-05-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.946,False,Maintenance note logged for coupling imbalance inspection.
-40160,2024-05-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.148,False,Sensor heartbeat delayed by one interval after gateway retry.
-40161,2024-05-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.376,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40162,2024-05-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,60.626,False,Maintenance crew confirmed lubrication interval was missed.
-40163,2024-05-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.612,False,Calibration check overdue by 11 days for press-line transducer.
-40164,2024-05-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.563,False,Warning threshold updated for pilot predictive-maintenance model.
-40165,2024-05-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.796,False,Reliability engineer tagged sample window for model retraining.
-40166,2024-05-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.545,False,Quality team requested trace review for lot 24-118B.
-40167,2024-05-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.834,False,Press cycle dwell time lengthened during high-volume batch.
-40168,2024-05-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.433,False,Humidity readings track seasonal rise across late spring.
-40169,2024-05-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,0.746,False,Packaging line stop reduced adjacent vibration background.
-40170,2024-05-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.112,False,Vibration harmonics broadened during extended production run.
-40171,2024-05-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.926,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40172,2024-05-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.477,False,Quality team requested trace review for lot 24-118B.
-40173,2024-05-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.299,False,Warning threshold updated for pilot predictive-maintenance model.
-40174,2024-05-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.799,False,Anomaly review flagged possible bearing wear progression.
-40175,2024-05-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.061,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40176,2024-05-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.723,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40177,2024-05-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.929,False,Short-lived packet loss observed at edge gateway gw-02.
-40178,2024-05-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.952,False,Operator reported intermittent chatter on machine CNC-04.
-40179,2024-05-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Machine throughput increase drove sustained pressure uplift.
-40180,2024-05-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.055,False,Night shift startup produced higher than normal vibration floor.
-40181,2024-05-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Quality team requested trace review for lot 24-118B.
-40182,2024-05-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.547,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40183,2024-05-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.389,False,Machine idle period extended during planned sanitation window.
-40184,2024-05-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.63,False,Sensor signal clipping observed during startup surge.
-40185,2024-05-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Quality team requested trace review for lot 24-118B.
-40186,2024-05-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.168,False,Supervisory alert generated after three consecutive threshold breaches.
-40187,2024-05-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.985,False,Condensation warning cleared after dehumidifier ramp-up.
-40188,2024-05-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.497,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40189,2024-05-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.935,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40190,2024-05-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.407,False,Operator reset acknowledged after red-tag inspection.
-40191,2024-05-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.799,False,Night shift startup produced higher than normal vibration floor.
-40192,2024-05-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.972,False,Humidity readings track seasonal rise across late spring.
-40193,2024-05-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.489,False,Humidity excursion near finishing booth during coating run.
-40194,2024-05-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.135,False,Short-lived packet loss observed at edge gateway gw-02.
-40195,2024-05-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.984,False,Operator reset acknowledged after red-tag inspection.
-40196,2024-05-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.305,False,Humidity baseline improved after seal replacement.
-40197,2024-05-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.854,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40198,2024-05-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.875,False,Temperature variance narrowed after coolant nozzle cleaning.
-40199,2024-05-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Humidity baseline improved after seal replacement.
-40200,2024-05-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.228,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40201,2024-05-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.761,False,Reliability engineer tagged sample window for model retraining.
-40202,2024-05-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.053,False,Vibration harmonics broadened during extended production run.
-40203,2024-05-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.044,False,Calibration check overdue by 11 days for press-line transducer.
-40204,2024-05-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.013,False,Humidity readings track seasonal rise across late spring.
-40205,2024-05-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.916,False,Press cycle dwell time lengthened during high-volume batch.
-40206,2024-05-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.295,False,Calibration check overdue by 11 days for press-line transducer.
-40207,2024-05-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.296,False,Sensor heartbeat delayed by one interval after gateway retry.
-40208,2024-05-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.114,False,Quality hold reduced finishing booth activity for one shift.
-40209,2024-05-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.496,False,Thermal ramp exceeded expected warmup curve before shift start.
-40210,2024-05-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.914,False,Maintenance note logged for coupling imbalance inspection.
-40211,2024-05-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.729,False,Vibration harmonics broadened during extended production run.
-40212,2024-05-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.729,False,Machine idle period extended during planned sanitation window.
-40213,2024-05-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.426,False,Maintenance scheduler deferred calibration due to spare shortage.
-40214,2024-05-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,58.44,False,Bearing temperature rising faster than baseline on spindle cell.
-40215,2024-05-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.59,False,Temperature variance narrowed after coolant nozzle cleaning.
-40216,2024-05-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.401,False,Press cycle dwell time lengthened during high-volume batch.
-40217,2024-05-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.729,False,Machine throughput increase drove sustained pressure uplift.
-40218,2024-05-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.524,False,Sensor enclosure opened for manual calibration verification.
-40219,2024-05-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Coolant loop adjustment reduced chamber temperature spread.
-40220,2024-05-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.575,False,Air handler maintenance reduced humidity variance on finishing line.
-40221,2024-05-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Pressure settled back to nominal after valve reseat.
-40222,2024-05-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.933,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40223,2024-05-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.392,False,SCADA backfill inserted two delayed telemetry points.
-40224,2024-05-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.038,False,Quality team requested trace review for lot 24-118B.
-40225,2024-05-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.259,False,Vibration harmonics broadened during extended production run.
-40226,2024-05-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.624,False,Air handler maintenance reduced humidity variance on finishing line.
-40227,2024-05-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.285,False,Temporary gateway failover completed without data loss.
-40228,2024-05-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.106,False,Transient outlier matched forklift impact near cabinet wall.
-40229,2024-05-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.011,False,Pressure peak corresponds to oversized billet batch processing.
-40230,2024-05-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.03,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40231,2024-05-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.117,False,Maintenance note logged for coupling imbalance inspection.
-40232,2024-05-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.209,False,Vibration burst exceeds envelope during tool change cycle.
-40233,2024-05-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40234,2024-05-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.548,False,Quality team requested trace review for lot 24-118B.
-40235,2024-05-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.837,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40236,2024-05-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,37.005,False,Humidity excursion near finishing booth during coating run.
-40237,2024-05-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.828,False,Shift handoff note referenced unusual noise near press enclosure.
-40238,2024-05-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.342,False,Quality team requested trace review for lot 24-118B.
-40239,2024-05-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.518,False,Coolant loop adjustment reduced chamber temperature spread.
-40240,2024-05-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.621,False,Hydraulic line pressure oscillation detected under load.
-40241,2024-05-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.412,False,Operator reported intermittent chatter on machine CNC-04.
-40242,2024-05-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.929,False,Thermal ramp exceeded expected warmup curve before shift start.
-40243,2024-05-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.342,False,Maintenance crew confirmed lubrication interval was missed.
-40244,2024-05-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.288,False,Night shift startup produced higher than normal vibration floor.
-40245,2024-05-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.935,False,Transient outlier matched forklift impact near cabinet wall.
-40246,2024-05-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.533,False,Pressure peak corresponds to oversized billet batch processing.
-40247,2024-05-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.373,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40248,2024-05-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.26,False,Telemetry quality flag downgraded during sensor self-test window.
-40249,2024-05-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.01,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40250,2024-05-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.388,False,Vibration harmonics broadened during extended production run.
-40251,2024-05-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.299,False,Humidity baseline improved after seal replacement.
-40252,2024-05-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.656,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40253,2024-05-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.433,False,Machine idle period extended during planned sanitation window.
-40254,2024-05-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.45,False,Warning threshold updated for pilot predictive-maintenance model.
-40255,2024-05-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.77,False,Pressure line purge completed before restart authorization.
-40256,2024-05-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.842,False,Night shift startup produced higher than normal vibration floor.
-40257,2024-05-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.853,False,Edge collector replayed buffered events after network recovery.
-40258,2024-05-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.055,False,Vibration burst exceeds envelope during tool change cycle.
-40259,2024-05-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.356,False,Operator reported intermittent chatter on machine CNC-04.
-40260,2024-05-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.214,False,Maintenance note logged for coupling imbalance inspection.
-40261,2024-05-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.558,False,Short-lived packet loss observed at edge gateway gw-02.
-40262,2024-05-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.748,False,Unbalanced load introduced cyclical pressure ripple.
-40263,2024-05-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.666,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40264,2024-05-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.512,False,Thermal overshoot event coincided with recipe change on furnace.
-40265,2024-05-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Sensor heartbeat delayed by one interval after gateway retry.
-40266,2024-05-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.481,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40267,2024-05-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.927,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40268,2024-05-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.973,False,Temperature variance narrowed after coolant nozzle cleaning.
-40269,2024-05-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.663,False,Shift handoff note referenced unusual noise near press enclosure.
-40270,2024-05-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.189,False,Supervisory alert generated after three consecutive threshold breaches.
-40271,2024-05-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.167,False,Vibration harmonics broadened during extended production run.
-40272,2024-05-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.706,False,Reliability engineer tagged sample window for model retraining.
-40273,2024-05-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.365,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40274,2024-05-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.413,False,Humidity climbed during dock-door open period in afternoon shift.
-40275,2024-05-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.231,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40276,2024-05-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.565,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40277,2024-05-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.074,False,Maintenance crew confirmed lubrication interval was missed.
-40278,2024-05-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.039,False,Maintenance scheduler deferred calibration due to spare shortage.
-40279,2024-05-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.255,False,Calibration check overdue by 11 days for press-line transducer.
-40280,2024-05-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.255,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40281,2024-05-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Maintenance scheduler deferred calibration due to spare shortage.
-40282,2024-05-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.136,False,Temporary gateway failover completed without data loss.
-40283,2024-05-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.039,False,Quality team requested trace review for lot 24-118B.
-40284,2024-05-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.984,False,Sensor enclosure opened for manual calibration verification.
-40285,2024-05-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.044,False,Telemetry quality flag downgraded during sensor self-test window.
-40286,2024-05-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.25,False,Sensor battery health remains nominal after firmware update.
-40287,2024-05-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.547,False,Packaging line stop reduced adjacent vibration background.
-40288,2024-05-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.644,False,Pressure peak corresponds to oversized billet batch processing.
-40289,2024-05-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.045,False,Hydraulic line pressure oscillation detected under load.
-40290,2024-05-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.861,False,Operator reset acknowledged after red-tag inspection.
-40291,2024-05-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.779,False,Hydraulic line pressure oscillation detected under load.
-40292,2024-05-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.737,False,Air handler maintenance reduced humidity variance on finishing line.
-40293,2024-05-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Air handler maintenance reduced humidity variance on finishing line.
-40294,2024-05-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.034,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40295,2024-05-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.028,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40296,2024-05-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.908,False,Thermal ramp exceeded expected warmup curve before shift start.
-40297,2024-05-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.134,False,Sensor enclosure opened for manual calibration verification.
-40298,2024-05-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.186,False,Vibration baseline recovered after tool holder replacement.
-40299,2024-05-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.23,False,Maintenance crew confirmed lubrication interval was missed.
-40300,2024-05-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.984,False,SCADA backfill inserted two delayed telemetry points.
-40301,2024-05-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.611,False,Humidity readings track seasonal rise across late spring.
-40302,2024-05-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.569,False,SCADA backfill inserted two delayed telemetry points.
-40303,2024-05-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.278,False,Temporary gateway failover completed without data loss.
-40304,2024-05-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.298,False,Quality team requested trace review for lot 24-118B.
-40305,2024-05-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.215,False,Unbalanced load introduced cyclical pressure ripple.
-40306,2024-05-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.712,False,Humidity baseline improved after seal replacement.
-40307,2024-05-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.355,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40308,2024-05-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.374,False,Maintenance note logged for coupling imbalance inspection.
-40309,2024-05-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.596,False,Thermal ramp exceeded expected warmup curve before shift start.
-40310,2024-05-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.11,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40311,2024-05-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.594,False,Sensor enclosure opened for manual calibration verification.
-40312,2024-05-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.926,False,Vibration baseline recovered after tool holder replacement.
-40313,2024-05-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.847,False,Warning threshold updated for pilot predictive-maintenance model.
-40314,2024-05-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.137,False,Temperature remained elevated during unscheduled overtime run.
-40315,2024-05-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.171,False,Supervisory alert generated after three consecutive threshold breaches.
-40316,2024-05-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.246,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40317,2024-05-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.019,False,Maintenance crew confirmed lubrication interval was missed.
-40318,2024-05-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.968,False,Condensation warning cleared after dehumidifier ramp-up.
-40319,2024-05-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.197,False,Quality hold reduced finishing booth activity for one shift.
-40320,2024-05-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.595,False,Maintenance note logged for coupling imbalance inspection.
-40321,2024-05-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.995,False,Vibration burst exceeds envelope during tool change cycle.
-40322,2024-05-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.149,False,Sensor battery health remains nominal after firmware update.
-40323,2024-05-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.63,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40324,2024-05-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.549,False,Shift handoff note referenced unusual noise near press enclosure.
-40325,2024-05-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.324,False,Humidity baseline improved after seal replacement.
-40326,2024-05-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.506,False,Vibration harmonics broadened during extended production run.
-40327,2024-05-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Vibration baseline recovered after tool holder replacement.
-40328,2024-05-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.791,False,Humidity readings track seasonal rise across late spring.
-40329,2024-05-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.932,False,Vibration harmonics broadened during extended production run.
-40330,2024-05-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.353,False,Supervisory alert generated after three consecutive threshold breaches.
-40331,2024-05-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.341,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40332,2024-05-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.946,False,Condensation warning cleared after dehumidifier ramp-up.
-40333,2024-05-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.79,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40334,2024-05-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.623,False,Anomaly review flagged possible bearing wear progression.
-40335,2024-05-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.116,False,Unbalanced load introduced cyclical pressure ripple.
-40336,2024-05-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.698,False,Machine throughput increase drove sustained pressure uplift.
-40337,2024-05-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.832,False,Telemetry quality flag downgraded during sensor self-test window.
-40338,2024-05-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.05,False,Press cycle dwell time lengthened during high-volume batch.
-40339,2024-05-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.084,False,Telemetry quality flag downgraded during sensor self-test window.
-40340,2024-05-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.888,False,Sensor heartbeat delayed by one interval after gateway retry.
-40341,2024-05-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.811,False,Operator reset acknowledged after red-tag inspection.
-40342,2024-05-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.092,False,Shift handoff note referenced unusual noise near press enclosure.
-40343,2024-05-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.124,False,Humidity climbed during dock-door open period in afternoon shift.
-40344,2024-05-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.298,False,Edge collector replayed buffered events after network recovery.
-40345,2024-05-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.237,False,Coolant loop adjustment reduced chamber temperature spread.
-40346,2024-05-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.092,False,Edge collector replayed buffered events after network recovery.
-40347,2024-05-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.414,False,Press cycle dwell time lengthened during high-volume batch.
-40348,2024-05-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.862,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40349,2024-05-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.293,False,Packaging line stop reduced adjacent vibration background.
-40350,2024-05-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.735,False,Vibration baseline recovered after tool holder replacement.
-40351,2024-05-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.574,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40352,2024-05-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.85,False,Maintenance note logged for coupling imbalance inspection.
-40353,2024-05-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.001,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40354,2024-05-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.22,False,Pressure line purge completed before restart authorization.
-40355,2024-05-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.324,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40356,2024-05-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.216,False,Shift handoff note referenced unusual noise near press enclosure.
-40357,2024-05-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.018,False,Temperature variance narrowed after coolant nozzle cleaning.
-40358,2024-05-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.465,False,Operator reported intermittent chatter on machine CNC-04.
-40359,2024-05-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.347,False,Air handler maintenance reduced humidity variance on finishing line.
-40360,2024-05-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.959,False,Transient outlier matched forklift impact near cabinet wall.
-40361,2024-05-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.62,False,Condensation warning cleared after dehumidifier ramp-up.
-40362,2024-05-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,54.134,False,Quality team requested trace review for lot 24-118B.
-40363,2024-05-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.682,False,Dust extraction fan offline for 18 minutes on line finishing.
-40364,2024-05-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.58,False,Humidity excursion near finishing booth during coating run.
-40365,2024-05-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.71,False,Maintenance scheduler deferred calibration due to spare shortage.
-40366,2024-05-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.444,False,Sensor enclosure opened for manual calibration verification.
-40367,2024-05-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.791,False,Operator reset acknowledged after red-tag inspection.
-40368,2024-05-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.082,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40369,2024-05-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.237,False,Temporary gateway failover completed without data loss.
-40370,2024-05-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.473,False,Thermal ramp exceeded expected warmup curve before shift start.
-40371,2024-05-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.846,False,Sensor enclosure opened for manual calibration verification.
-40372,2024-05-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.544,False,Telemetry quality flag downgraded during sensor self-test window.
-40373,2024-05-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.294,False,Maintenance crew confirmed lubrication interval was missed.
-40374,2024-05-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,53.98,False,Quality hold reduced finishing booth activity for one shift.
-40375,2024-05-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.994,False,Temperature variance narrowed after coolant nozzle cleaning.
-40376,2024-05-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.85,False,Thermal ramp exceeded expected warmup curve before shift start.
-40377,2024-05-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.062,False,Machine throughput increase drove sustained pressure uplift.
-40378,2024-05-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.833,False,Operator reported intermittent chatter on machine CNC-04.
-40379,2024-05-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.49,False,Humidity excursion near finishing booth during coating run.
-40380,2024-05-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.213,False,Short-lived packet loss observed at edge gateway gw-02.
-40381,2024-05-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.253,False,Humidity baseline improved after seal replacement.
-40382,2024-05-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.544,False,Quality hold reduced finishing booth activity for one shift.
-40383,2024-05-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.03,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40384,2024-05-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.718,False,Maintenance note logged for coupling imbalance inspection.
-40385,2024-05-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.193,False,Sensor heartbeat delayed by one interval after gateway retry.
-40386,2024-05-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.102,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40387,2024-05-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.001,False,Humidity readings track seasonal rise across late spring.
-40388,2024-05-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.916,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40389,2024-05-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.818,False,Operator reported intermittent chatter on machine CNC-04.
-40390,2024-05-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.188,False,Humidity readings track seasonal rise across late spring.
-40391,2024-05-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.796,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40392,2024-05-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.338,False,Vibration baseline recovered after tool holder replacement.
-40393,2024-05-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.303,False,Humidity excursion near finishing booth during coating run.
-40394,2024-05-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.37,False,Vibration harmonics broadened during extended production run.
-40395,2024-05-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.282,False,Calibration check overdue by 11 days for press-line transducer.
-40396,2024-05-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.77,False,Sensor enclosure opened for manual calibration verification.
-40397,2024-05-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.185,False,Sensor signal clipping observed during startup surge.
-40398,2024-05-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.794,False,Humidity baseline improved after seal replacement.
-40399,2024-05-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.328,False,Sensor battery health remains nominal after firmware update.
-40400,2024-05-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.053,False,Supervisory alert generated after three consecutive threshold breaches.
-40401,2024-05-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.277,False,Supervisory alert generated after three consecutive threshold breaches.
-40402,2024-05-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.176,False,Packaging line stop reduced adjacent vibration background.
-40403,2024-05-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.074,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40404,2024-05-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.803,False,Vibration baseline recovered after tool holder replacement.
-40405,2024-05-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.011,False,Humidity readings track seasonal rise across late spring.
-40406,2024-05-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.371,False,Hydraulic line pressure oscillation detected under load.
-40407,2024-05-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.062,False,Machine throughput increase drove sustained pressure uplift.
-40408,2024-05-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.59,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40409,2024-05-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Condensation warning cleared after dehumidifier ramp-up.
-40410,2024-05-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.87,False,Pressure peak corresponds to oversized billet batch processing.
-40411,2024-05-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.64,False,Thermal ramp exceeded expected warmup curve before shift start.
-40412,2024-05-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.319,False,Bearing temperature rising faster than baseline on spindle cell.
-40413,2024-05-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.108,False,Thermal overshoot event coincided with recipe change on furnace.
-40414,2024-05-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.946,False,Telemetry quality flag downgraded during sensor self-test window.
-40415,2024-05-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.335,False,Operator reported intermittent chatter on machine CNC-04.
-40416,2024-05-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.548,False,Humidity readings track seasonal rise across late spring.
-40417,2024-05-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.177,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40418,2024-05-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.963,False,Humidity readings track seasonal rise across late spring.
-40419,2024-05-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.818,False,Machine throughput increase drove sustained pressure uplift.
-40420,2024-05-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.121,False,Vibration burst exceeds envelope during tool change cycle.
-40421,2024-05-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.482,False,Warning threshold updated for pilot predictive-maintenance model.
-40422,2024-05-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.14,False,Vibration harmonics broadened during extended production run.
-40423,2024-05-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.28,False,Temperature remained elevated during unscheduled overtime run.
-40424,2024-05-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.122,False,Sensor enclosure opened for manual calibration verification.
-40425,2024-05-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.759,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40426,2024-05-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.617,False,Sensor battery health remains nominal after firmware update.
-40427,2024-05-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.379,False,Thermal ramp exceeded expected warmup curve before shift start.
-40428,2024-05-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.504,False,Humidity climbed during dock-door open period in afternoon shift.
-40429,2024-05-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.945,False,Edge collector replayed buffered events after network recovery.
-40430,2024-05-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.144,False,Pressure peak corresponds to oversized billet batch processing.
-40431,2024-05-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.524,False,Edge collector replayed buffered events after network recovery.
-40432,2024-05-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.94,False,Temperature variance narrowed after coolant nozzle cleaning.
-40433,2024-05-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.862,False,Calibration check overdue by 11 days for press-line transducer.
-40434,2024-05-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.255,False,Reliability engineer tagged sample window for model retraining.
-40435,2024-05-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.231,False,Sensor heartbeat delayed by one interval after gateway retry.
-40436,2024-05-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,38.438,False,Temporary gateway failover completed without data loss.
-40437,2024-05-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.299,False,Bearing temperature rising faster than baseline on spindle cell.
-40438,2024-05-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.907,False,Humidity baseline improved after seal replacement.
-40439,2024-05-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.095,False,Vibration burst exceeds envelope during tool change cycle.
-40440,2024-05-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.391,False,Air handler maintenance reduced humidity variance on finishing line.
-40441,2024-05-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.096,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40442,2024-05-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.003,False,Dust extraction fan offline for 18 minutes on line finishing.
-40443,2024-05-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.73,False,Condensation warning cleared after dehumidifier ramp-up.
-40444,2024-05-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.272,False,Pressure settled back to nominal after valve reseat.
-40445,2024-05-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.713,False,Supervisory alert generated after three consecutive threshold breaches.
-40446,2024-05-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.885,False,Quality team requested trace review for lot 24-118B.
-40447,2024-05-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.396,False,Temperature remained elevated during unscheduled overtime run.
-40448,2024-05-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.296,False,Short-lived packet loss observed at edge gateway gw-02.
-40449,2024-05-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.109,False,Air handler maintenance reduced humidity variance on finishing line.
-40450,2024-05-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.263,False,Night shift startup produced higher than normal vibration floor.
-40451,2024-05-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.653,False,Maintenance crew confirmed lubrication interval was missed.
-40452,2024-05-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.458,False,Vibration baseline recovered after tool holder replacement.
-40453,2024-05-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.746,False,Machine idle period extended during planned sanitation window.
-40454,2024-05-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.866,False,Vibration burst exceeds envelope during tool change cycle.
-40455,2024-05-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.654,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40456,2024-05-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.64,False,Sensor signal clipping observed during startup surge.
-40457,2024-05-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.866,False,Machine throughput increase drove sustained pressure uplift.
-40458,2024-05-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.335,False,Pressure peak corresponds to oversized billet batch processing.
-40459,2024-05-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.713,False,Calibration check overdue by 11 days for press-line transducer.
-40460,2024-05-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,26.12,False,Sensor enclosure opened for manual calibration verification.
-40461,2024-05-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.569,False,Temperature remained elevated during unscheduled overtime run.
-40462,2024-05-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.887,False,Pressure settled back to nominal after valve reseat.
-40463,2024-05-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.595,False,Unbalanced load introduced cyclical pressure ripple.
-40464,2024-05-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.088,False,Unbalanced load introduced cyclical pressure ripple.
-40465,2024-05-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.657,False,Thermal overshoot event coincided with recipe change on furnace.
-40466,2024-05-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.304,False,Vibration burst exceeds envelope during tool change cycle.
-40467,2024-05-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.373,False,Hydraulic line pressure oscillation detected under load.
-40468,2024-05-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.486,False,Machine throughput increase drove sustained pressure uplift.
-40469,2024-05-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.34,False,Quality team requested trace review for lot 24-118B.
-40470,2024-05-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.021,False,Operator reset acknowledged after red-tag inspection.
-40471,2024-05-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.014,False,Temperature variance narrowed after coolant nozzle cleaning.
-40472,2024-05-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.249,False,Operator reset acknowledged after red-tag inspection.
-40473,2024-05-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.661,False,Coolant loop adjustment reduced chamber temperature spread.
-40474,2024-05-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.136,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40475,2024-05-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.741,False,Thermal ramp exceeded expected warmup curve before shift start.
-40476,2024-05-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.306,False,Quality hold reduced finishing booth activity for one shift.
-40477,2024-05-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.08,False,Pressure peak corresponds to oversized billet batch processing.
-40478,2024-05-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.264,False,Packaging line stop reduced adjacent vibration background.
-40479,2024-05-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.182,False,Vibration baseline recovered after tool holder replacement.
-40480,2024-05-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.984,False,Machine idle period extended during planned sanitation window.
-40481,2024-05-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Packaging line stop reduced adjacent vibration background.
-40482,2024-05-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.182,False,Packaging line stop reduced adjacent vibration background.
-40483,2024-05-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.545,False,Temperature remained elevated during unscheduled overtime run.
-40484,2024-05-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.594,False,Temporary gateway failover completed without data loss.
-40485,2024-05-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.549,False,Thermal overshoot event coincided with recipe change on furnace.
-40486,2024-05-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.53,False,SCADA backfill inserted two delayed telemetry points.
-40487,2024-05-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.161,False,Temperature remained elevated during unscheduled overtime run.
-40488,2024-05-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.599,False,Sensor battery health remains nominal after firmware update.
-40489,2024-05-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.136,False,Dust extraction fan offline for 18 minutes on line finishing.
-40490,2024-05-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.811,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40491,2024-05-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.586,False,Packaging line stop reduced adjacent vibration background.
-40492,2024-05-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.769,False,Anomaly review flagged possible bearing wear progression.
-40493,2024-05-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.401,False,Sensor enclosure opened for manual calibration verification.
-40494,2024-05-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.243,False,Condensation warning cleared after dehumidifier ramp-up.
-40495,2024-05-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.587,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40496,2024-05-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.245,False,SCADA backfill inserted two delayed telemetry points.
-40497,2024-05-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Machine throughput increase drove sustained pressure uplift.
-40498,2024-05-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.905,False,Thermal overshoot event coincided with recipe change on furnace.
-40499,2024-05-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.787,False,Hydraulic line pressure oscillation detected under load.
-40500,2024-05-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.712,False,Maintenance scheduler deferred calibration due to spare shortage.
-40501,2024-05-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.268,False,Short-lived packet loss observed at edge gateway gw-02.
-40502,2024-05-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.722,False,Edge collector replayed buffered events after network recovery.
-40503,2024-05-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.891,False,Maintenance note logged for coupling imbalance inspection.
-40504,2024-05-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.369,False,Telemetry quality flag downgraded during sensor self-test window.
-40505,2024-05-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.908,False,Humidity excursion near finishing booth during coating run.
-40506,2024-05-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.418,False,Humidity climbed during dock-door open period in afternoon shift.
-40507,2024-05-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.988,False,Shift handoff note referenced unusual noise near press enclosure.
-40508,2024-05-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.579,False,Vibration harmonics broadened during extended production run.
-40509,2024-05-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.778,False,Calibration check overdue by 11 days for press-line transducer.
-40510,2024-05-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.012,False,Edge collector replayed buffered events after network recovery.
-40511,2024-05-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.727,False,Pressure settled back to nominal after valve reseat.
-40512,2024-05-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.432,False,Temperature variance narrowed after coolant nozzle cleaning.
-40513,2024-05-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.159,False,Press cycle dwell time lengthened during high-volume batch.
-40514,2024-05-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.436,False,Sensor signal clipping observed during startup surge.
-40515,2024-05-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.562,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40516,2024-05-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.8,False,Pressure peak corresponds to oversized billet batch processing.
-40517,2024-05-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40518,2024-05-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.507,False,Press cycle dwell time lengthened during high-volume batch.
-40519,2024-05-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.864,False,Shift handoff note referenced unusual noise near press enclosure.
-40520,2024-05-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.117,False,Anomaly review flagged possible bearing wear progression.
-40521,2024-05-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.902,False,Anomaly review flagged possible bearing wear progression.
-40522,2024-05-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.021,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40523,2024-05-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.256,False,Quality hold reduced finishing booth activity for one shift.
-40524,2024-05-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.23,False,Pressure line purge completed before restart authorization.
-40525,2024-05-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.168,False,Coolant loop adjustment reduced chamber temperature spread.
-40526,2024-05-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.391,False,Operator reset acknowledged after red-tag inspection.
-40527,2024-05-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.331,False,Condensation warning cleared after dehumidifier ramp-up.
-40528,2024-05-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.937,False,Quality hold reduced finishing booth activity for one shift.
-40529,2024-05-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.575,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40530,2024-05-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.469,False,Anomaly review flagged possible bearing wear progression.
-40531,2024-05-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.439,False,Sensor heartbeat delayed by one interval after gateway retry.
-40532,2024-05-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.758,False,Night shift startup produced higher than normal vibration floor.
-40533,2024-05-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.726,False,Night shift startup produced higher than normal vibration floor.
-40534,2024-05-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.293,False,Humidity excursion near finishing booth during coating run.
-40535,2024-05-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.905,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40536,2024-05-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.936,False,Hydraulic line pressure oscillation detected under load.
-40537,2024-05-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Sensor battery health remains nominal after firmware update.
-40538,2024-05-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.989,False,Night shift startup produced higher than normal vibration floor.
-40539,2024-05-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.231,False,Supervisory alert generated after three consecutive threshold breaches.
-40540,2024-05-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.332,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40541,2024-05-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.121,False,Calibration check overdue by 11 days for press-line transducer.
-40542,2024-05-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.762,False,Condensation warning cleared after dehumidifier ramp-up.
-40543,2024-05-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.974,False,Reliability engineer tagged sample window for model retraining.
-40544,2024-05-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.552,False,Operator reported intermittent chatter on machine CNC-04.
-40545,2024-05-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.004,False,Bearing temperature rising faster than baseline on spindle cell.
-40546,2024-05-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.475,False,Hydraulic line pressure oscillation detected under load.
-40547,2024-05-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.698,False,Calibration check overdue by 11 days for press-line transducer.
-40548,2024-05-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.731,False,Temperature variance narrowed after coolant nozzle cleaning.
-40549,2024-05-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.149,False,Maintenance crew confirmed lubrication interval was missed.
-40550,2024-05-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.352,False,Coolant loop adjustment reduced chamber temperature spread.
-40551,2024-05-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.588,False,Thermal overshoot event coincided with recipe change on furnace.
-40552,2024-05-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.231,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40553,2024-05-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.541,False,Telemetry quality flag downgraded during sensor self-test window.
-40554,2024-05-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.224,False,Coolant loop adjustment reduced chamber temperature spread.
-40555,2024-05-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.639,False,Short-lived packet loss observed at edge gateway gw-02.
-40556,2024-05-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.933,False,Pressure peak corresponds to oversized billet batch processing.
-40557,2024-05-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.511,False,Maintenance crew confirmed lubrication interval was missed.
-40558,2024-05-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.752,False,Humidity excursion near finishing booth during coating run.
-40559,2024-05-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.275,False,Machine throughput increase drove sustained pressure uplift.
-40560,2024-05-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.944,False,Edge collector replayed buffered events after network recovery.
-40561,2024-05-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.059,False,Packaging line stop reduced adjacent vibration background.
-40562,2024-05-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.859,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40563,2024-05-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40564,2024-05-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.36,False,Anomaly review flagged possible bearing wear progression.
-40565,2024-05-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.512,False,Pressure line purge completed before restart authorization.
-40566,2024-05-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,79.386,False,Temporary gateway failover completed without data loss.
-40567,2024-05-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.829,False,Transient outlier matched forklift impact near cabinet wall.
-40568,2024-05-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,47.717,False,Temperature remained elevated during unscheduled overtime run.
-40569,2024-05-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.615,False,Shift handoff note referenced unusual noise near press enclosure.
-40570,2024-05-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.686,False,Vibration baseline recovered after tool holder replacement.
-40571,2024-05-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40572,2024-05-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.469,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40573,2024-05-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.451,False,Temperature remained elevated during unscheduled overtime run.
-40574,2024-05-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.805,False,SCADA backfill inserted two delayed telemetry points.
-40575,2024-05-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.936,False,Humidity baseline improved after seal replacement.
-40576,2024-05-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.307,False,Vibration baseline recovered after tool holder replacement.
-40577,2024-05-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.435,False,Operator reported intermittent chatter on machine CNC-04.
-40578,2024-05-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.047,False,Air handler maintenance reduced humidity variance on finishing line.
-40579,2024-05-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.69,False,Anomaly review flagged possible bearing wear progression.
-40580,2024-05-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.87,False,Reliability engineer tagged sample window for model retraining.
-40581,2024-05-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.626,False,Vibration baseline recovered after tool holder replacement.
-40582,2024-05-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.557,False,Short-lived packet loss observed at edge gateway gw-02.
-40583,2024-05-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.052,False,Humidity baseline improved after seal replacement.
-40584,2024-05-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.352,False,Short-lived packet loss observed at edge gateway gw-02.
-40585,2024-05-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.539,False,Sensor signal clipping observed during startup surge.
-40586,2024-05-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.954,False,Warning threshold updated for pilot predictive-maintenance model.
-40587,2024-05-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.79,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40588,2024-05-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.169,False,Calibration check overdue by 11 days for press-line transducer.
-40589,2024-05-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.191,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40590,2024-05-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.38,False,Shift handoff note referenced unusual noise near press enclosure.
-40591,2024-05-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.658,False,Sensor battery health remains nominal after firmware update.
-40592,2024-05-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.667,False,Pressure line purge completed before restart authorization.
-40593,2024-05-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.998,False,Vibration burst exceeds envelope during tool change cycle.
-40594,2024-05-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.916,False,Vibration harmonics broadened during extended production run.
-40595,2024-05-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.926,False,Maintenance scheduler deferred calibration due to spare shortage.
-40596,2024-05-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.704,False,Hydraulic line pressure oscillation detected under load.
-40597,2024-05-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.742,False,Night shift startup produced higher than normal vibration floor.
-40598,2024-05-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.027,False,Telemetry quality flag downgraded during sensor self-test window.
-40599,2024-05-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.816,False,Vibration burst exceeds envelope during tool change cycle.
-40600,2024-05-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,33.26,False,Temperature remained elevated during unscheduled overtime run.
-40601,2024-05-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.927,False,Calibration check overdue by 11 days for press-line transducer.
-40602,2024-05-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.557,False,Vibration burst exceeds envelope during tool change cycle.
-40603,2024-05-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.981,False,Hydraulic line pressure oscillation detected under load.
-40604,2024-05-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.445,False,Packaging line stop reduced adjacent vibration background.
-40605,2024-05-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.78,False,Pressure peak corresponds to oversized billet batch processing.
-40606,2024-05-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.772,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40607,2024-05-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.582,False,Maintenance crew confirmed lubrication interval was missed.
-40608,2024-05-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.368,False,Pressure line purge completed before restart authorization.
-40609,2024-05-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.978,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40610,2024-05-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.714,False,Condensation warning cleared after dehumidifier ramp-up.
-40611,2024-05-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.303,False,Humidity excursion near finishing booth during coating run.
-40612,2024-05-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.671,False,Bearing temperature rising faster than baseline on spindle cell.
-40613,2024-05-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.573,False,Anomaly review flagged possible bearing wear progression.
-40614,2024-05-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.114,False,Vibration burst exceeds envelope during tool change cycle.
-40615,2024-05-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.583,False,Dust extraction fan offline for 18 minutes on line finishing.
-40616,2024-05-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,27.212,False,Pressure peak corresponds to oversized billet batch processing.
-40617,2024-05-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.904,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40618,2024-05-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.017,False,Condensation warning cleared after dehumidifier ramp-up.
-40619,2024-05-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.458,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40620,2024-05-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.736,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40621,2024-05-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.946,False,Packaging line stop reduced adjacent vibration background.
-40622,2024-05-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.591,False,Machine idle period extended during planned sanitation window.
-40623,2024-05-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.529,False,Operator reported intermittent chatter on machine CNC-04.
-40624,2024-05-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.488,False,Operator reported intermittent chatter on machine CNC-04.
-40625,2024-05-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Quality hold reduced finishing booth activity for one shift.
-40626,2024-05-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.434,False,Thermal ramp exceeded expected warmup curve before shift start.
-40627,2024-05-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.835,False,Press cycle dwell time lengthened during high-volume batch.
-40628,2024-05-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.693,False,Humidity baseline improved after seal replacement.
-40629,2024-05-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.102,False,Operator reported intermittent chatter on machine CNC-04.
-40630,2024-05-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.519,False,Pressure line purge completed before restart authorization.
-40631,2024-05-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.47,False,Pressure line purge completed before restart authorization.
-40632,2024-05-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.037,False,Maintenance note logged for coupling imbalance inspection.
-40633,2024-05-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.599,False,Calibration check overdue by 11 days for press-line transducer.
-40634,2024-05-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.613,False,Temporary gateway failover completed without data loss.
-40635,2024-05-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.549,False,Transient outlier matched forklift impact near cabinet wall.
-40636,2024-05-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.852,False,Machine idle period extended during planned sanitation window.
-40637,2024-05-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.802,False,Dust extraction fan offline for 18 minutes on line finishing.
-40638,2024-05-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.266,False,Hydraulic line pressure oscillation detected under load.
-40639,2024-05-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.622,False,Air handler maintenance reduced humidity variance on finishing line.
-40640,2024-05-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.816,False,Sensor heartbeat delayed by one interval after gateway retry.
-40641,2024-05-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.613,False,Sensor signal clipping observed during startup surge.
-40642,2024-05-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.345,False,Temporary gateway failover completed without data loss.
-40643,2024-05-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.758,False,Thermal overshoot event coincided with recipe change on furnace.
-40644,2024-05-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.163,False,Vibration burst exceeds envelope during tool change cycle.
-40645,2024-05-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,24.953,True,Supervisory alert generated after three consecutive threshold breaches.
-40646,2024-05-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.999,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40647,2024-05-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.791,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40648,2024-05-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.85,False,Transient outlier matched forklift impact near cabinet wall.
-40649,2024-05-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.201,True,Temperature remained elevated during unscheduled overtime run.
-40650,2024-05-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.158,False,SCADA backfill inserted two delayed telemetry points.
-40651,2024-05-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.215,False,Coolant loop adjustment reduced chamber temperature spread.
-40652,2024-05-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.346,False,Machine idle period extended during planned sanitation window.
-40653,2024-05-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.673,True,Quality hold reduced finishing booth activity for one shift.
-40654,2024-05-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.531,False,Maintenance scheduler deferred calibration due to spare shortage.
-40655,2024-05-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.596,False,Temporary gateway failover completed without data loss.
-40656,2024-05-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.387,False,Operator reported intermittent chatter on machine CNC-04.
-40657,2024-05-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.715,True,Condensation warning cleared after dehumidifier ramp-up.
-40658,2024-05-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,79.18,False,Operator reset acknowledged after red-tag inspection.
-40659,2024-05-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.254,False,Sensor enclosure opened for manual calibration verification.
-40660,2024-05-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.523,False,Quality hold reduced finishing booth activity for one shift.
-40661,2024-05-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.477,True,Press cycle dwell time lengthened during high-volume batch.
-40662,2024-05-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.094,False,Pressure settled back to nominal after valve reseat.
-40663,2024-05-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.899,False,Anomaly review flagged possible bearing wear progression.
-40664,2024-05-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.105,False,Transient outlier matched forklift impact near cabinet wall.
-40665,2024-05-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.891,True,Pressure peak corresponds to oversized billet batch processing.
-40666,2024-05-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.137,False,Maintenance scheduler deferred calibration due to spare shortage.
-40667,2024-05-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.086,False,Quality team requested trace review for lot 24-118B.
-40668,2024-05-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.479,False,Condensation warning cleared after dehumidifier ramp-up.
-40669,2024-05-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.775,True,Pressure line purge completed before restart authorization.
-40670,2024-05-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.005,False,Sensor heartbeat delayed by one interval after gateway retry.
-40671,2024-05-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Packaging line stop reduced adjacent vibration background.
-40672,2024-05-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.715,False,Short-lived packet loss observed at edge gateway gw-02.
-40673,2024-05-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.781,True,Quality team requested trace review for lot 24-118B.
-40674,2024-05-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.96,False,Reliability engineer tagged sample window for model retraining.
-40675,2024-05-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.21,False,Thermal overshoot event coincided with recipe change on furnace.
-40676,2024-05-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.967,False,Night shift startup produced higher than normal vibration floor.
-40677,2024-05-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.437,True,Hydraulic line pressure oscillation detected under load.
-40678,2024-05-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.708,False,Machine throughput increase drove sustained pressure uplift.
-40679,2024-05-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.901,False,Coolant loop adjustment reduced chamber temperature spread.
-40680,2024-05-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.766,False,Sensor enclosure opened for manual calibration verification.
-40681,2024-05-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,20.038,True,Calibration check overdue by 11 days for press-line transducer.
-40682,2024-05-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.074,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40683,2024-05-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,9.049,False,Reliability engineer tagged sample window for model retraining.
-40684,2024-05-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.643,False,Air handler maintenance reduced humidity variance on finishing line.
-40685,2024-05-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.599,True,Quality team requested trace review for lot 24-118B.
-40686,2024-05-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.054,False,Humidity readings track seasonal rise across late spring.
-40687,2024-05-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.211,False,Thermal ramp exceeded expected warmup curve before shift start.
-40688,2024-05-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.459,False,Pressure line purge completed before restart authorization.
-40689,2024-05-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.589,True,Packaging line stop reduced adjacent vibration background.
-40690,2024-05-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.287,False,Humidity excursion near finishing booth during coating run.
-40691,2024-05-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.629,False,Short-lived packet loss observed at edge gateway gw-02.
-40692,2024-05-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.28,False,Condensation warning cleared after dehumidifier ramp-up.
-40693,2024-05-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.189,True,Pressure peak corresponds to oversized billet batch processing.
-40694,2024-05-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.795,False,Bearing temperature rising faster than baseline on spindle cell.
-40695,2024-05-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.145,False,Temperature variance narrowed after coolant nozzle cleaning.
-40696,2024-05-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.444,False,Maintenance scheduler deferred calibration due to spare shortage.
-40697,2024-05-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,22.38,True,Ambient temperature stabilized after HVAC stage-two engagement.
-40698,2024-05-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.791,False,Warning threshold updated for pilot predictive-maintenance model.
-40699,2024-05-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.459,False,Pressure peak corresponds to oversized billet batch processing.
-40700,2024-05-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,27.559,False,Night shift startup produced higher than normal vibration floor.
-40701,2024-05-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.526,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40702,2024-05-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.682,False,Press cycle dwell time lengthened during high-volume batch.
-40703,2024-05-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.448,False,Sensor enclosure opened for manual calibration verification.
-40704,2024-05-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.051,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40705,2024-05-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,8.944,True,Temperature remained elevated during unscheduled overtime run.
-40706,2024-05-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.346,False,Humidity excursion near finishing booth during coating run.
-40707,2024-05-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.633,False,Humidity baseline improved after seal replacement.
-40708,2024-05-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.603,False,Coolant loop adjustment reduced chamber temperature spread.
-40709,2024-05-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,16.319,True,Maintenance note logged for coupling imbalance inspection.
-40710,2024-05-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.182,False,Supervisory alert generated after three consecutive threshold breaches.
-40711,2024-05-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.704,False,Operator reported intermittent chatter on machine CNC-04.
-40712,2024-05-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.373,False,Sensor heartbeat delayed by one interval after gateway retry.
-40713,2024-05-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.722,True,Supervisory alert generated after three consecutive threshold breaches.
-40714,2024-05-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.586,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40715,2024-05-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.539,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40716,2024-05-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.562,False,Coolant loop adjustment reduced chamber temperature spread.
-40717,2024-05-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,18.298,True,Temperature variance narrowed after coolant nozzle cleaning.
-40718,2024-05-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.329,False,Pressure peak corresponds to oversized billet batch processing.
-40719,2024-05-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.999,False,Short-lived packet loss observed at edge gateway gw-02.
-40720,2024-05-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.679,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40721,2024-05-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,25.752,True,Maintenance note logged for coupling imbalance inspection.
-40722,2024-05-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.241,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40723,2024-05-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.23,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40724,2024-05-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.025,False,Reliability engineer tagged sample window for model retraining.
-40725,2024-05-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,22.57,True,Sensor signal clipping observed during startup surge.
-40726,2024-05-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.249,False,SCADA backfill inserted two delayed telemetry points.
-40727,2024-05-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.431,False,Pressure line purge completed before restart authorization.
-40728,2024-05-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.747,False,Shift handoff note referenced unusual noise near press enclosure.
-40729,2024-05-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.677,True,Air handler maintenance reduced humidity variance on finishing line.
-40730,2024-05-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.754,False,Temporary gateway failover completed without data loss.
-40731,2024-05-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.371,False,Temperature variance narrowed after coolant nozzle cleaning.
-40732,2024-05-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.121,False,Humidity readings track seasonal rise across late spring.
-40733,2024-05-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.348,True,Sensor battery health remains nominal after firmware update.
-40734,2024-05-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.837,False,Pressure line purge completed before restart authorization.
-40735,2024-05-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.328,False,Sensor battery health remains nominal after firmware update.
-40736,2024-05-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.825,False,Sensor heartbeat delayed by one interval after gateway retry.
-40737,2024-05-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.789,True,Quality hold reduced finishing booth activity for one shift.
-40738,2024-05-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.667,False,Machine throughput increase drove sustained pressure uplift.
-40739,2024-05-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.437,False,Machine throughput increase drove sustained pressure uplift.
-40740,2024-05-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.425,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40741,2024-05-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.35,True,Dust extraction fan offline for 18 minutes on line finishing.
-40742,2024-05-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.098,False,Vibration harmonics broadened during extended production run.
-40743,2024-05-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.749,False,Vibration burst exceeds envelope during tool change cycle.
-40744,2024-05-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.516,False,Transient outlier matched forklift impact near cabinet wall.
-40745,2024-05-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,11.55,True,Calibration check overdue by 11 days for press-line transducer.
-40746,2024-05-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.311,False,Transient outlier matched forklift impact near cabinet wall.
-40747,2024-05-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.599,False,Maintenance note logged for coupling imbalance inspection.
-40748,2024-05-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.063,False,Warning threshold updated for pilot predictive-maintenance model.
-40749,2024-05-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,19.01,True,Warning threshold updated for pilot predictive-maintenance model.
-40750,2024-05-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.231,False,Sensor signal clipping observed during startup surge.
-40751,2024-05-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.493,False,Air handler maintenance reduced humidity variance on finishing line.
-40752,2024-05-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.308,False,Maintenance note logged for coupling imbalance inspection.
-40753,2024-05-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.178,True,Thermal overshoot event coincided with recipe change on furnace.
-40754,2024-05-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.945,False,Humidity excursion near finishing booth during coating run.
-40755,2024-05-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.887,False,Pressure line purge completed before restart authorization.
-40756,2024-05-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.192,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40757,2024-05-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.72,True,Temporary gateway failover completed without data loss.
-40758,2024-05-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.263,False,Coolant loop adjustment reduced chamber temperature spread.
-40759,2024-05-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.091,False,Maintenance scheduler deferred calibration due to spare shortage.
-40760,2024-05-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.241,False,Humidity baseline improved after seal replacement.
-40761,2024-05-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.381,True,Night shift startup produced higher than normal vibration floor.
-40762,2024-05-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.396,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40763,2024-05-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.608,False,Maintenance crew confirmed lubrication interval was missed.
-40764,2024-05-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.604,False,Sensor heartbeat delayed by one interval after gateway retry.
-40765,2024-05-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.841,True,Reliability engineer tagged sample window for model retraining.
-40766,2024-05-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.021,False,Dust extraction fan offline for 18 minutes on line finishing.
-40767,2024-05-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.27,False,Press cycle dwell time lengthened during high-volume batch.
-40768,2024-05-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.21,False,Temporary gateway failover completed without data loss.
-40769,2024-05-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.782,True,Humidity readings track seasonal rise across late spring.
-40770,2024-05-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.055,False,Air handler maintenance reduced humidity variance on finishing line.
-40771,2024-05-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.4,False,Pressure settled back to nominal after valve reseat.
-40772,2024-05-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.676,False,Machine throughput increase drove sustained pressure uplift.
-40773,2024-05-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,16.662,True,Thermal overshoot event coincided with recipe change on furnace.
-40774,2024-05-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.837,False,Unbalanced load introduced cyclical pressure ripple.
-40775,2024-05-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Press cycle dwell time lengthened during high-volume batch.
-40776,2024-05-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.51,False,Vibration burst exceeds envelope during tool change cycle.
-40777,2024-05-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.484,True,Calibration check overdue by 11 days for press-line transducer.
-40778,2024-05-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.704,False,Maintenance note logged for coupling imbalance inspection.
-40779,2024-05-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.462,False,Unbalanced load introduced cyclical pressure ripple.
-40780,2024-05-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.956,False,Transient outlier matched forklift impact near cabinet wall.
-40781,2024-05-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.586,True,Shift handoff note referenced unusual noise near press enclosure.
-40782,2024-05-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.739,False,Pressure line purge completed before restart authorization.
-40783,2024-05-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.12,False,Humidity excursion near finishing booth during coating run.
-40784,2024-05-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.777,False,Sensor heartbeat delayed by one interval after gateway retry.
-40785,2024-05-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,11.206,True,Operator reset acknowledged after red-tag inspection.
-40786,2024-05-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.53,False,Unbalanced load introduced cyclical pressure ripple.
-40787,2024-05-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.786,False,Press cycle dwell time lengthened during high-volume batch.
-40788,2024-05-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.191,False,Condensation warning cleared after dehumidifier ramp-up.
-40789,2024-05-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.487,True,Maintenance crew confirmed lubrication interval was missed.
-40790,2024-05-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.438,False,Vibration harmonics broadened during extended production run.
-40791,2024-05-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.364,False,Sensor heartbeat delayed by one interval after gateway retry.
-40792,2024-05-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.568,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40793,2024-05-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.038,True,Coolant loop adjustment reduced chamber temperature spread.
-40794,2024-05-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.478,False,Reliability engineer tagged sample window for model retraining.
-40795,2024-05-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.58,False,Pressure peak corresponds to oversized billet batch processing.
-40796,2024-05-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.653,False,Supervisory alert generated after three consecutive threshold breaches.
-40797,2024-05-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.262,True,Pressure settled back to nominal after valve reseat.
-40798,2024-05-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.311,False,Reliability engineer tagged sample window for model retraining.
-40799,2024-05-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.281,False,Short-lived packet loss observed at edge gateway gw-02.
-40800,2024-05-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.935,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40801,2024-05-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,31.359,True,Maintenance scheduler deferred calibration due to spare shortage.
-40802,2024-05-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.405,False,Telemetry quality flag downgraded during sensor self-test window.
-40803,2024-05-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.067,False,Vibration harmonics broadened during extended production run.
-40804,2024-05-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.226,False,Quality hold reduced finishing booth activity for one shift.
-40805,2024-05-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.343,True,Calibration check overdue by 11 days for press-line transducer.
-40806,2024-05-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.191,False,Humidity baseline improved after seal replacement.
-40807,2024-05-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.547,False,Hydraulic line pressure oscillation detected under load.
-40808,2024-05-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.301,False,Night shift startup produced higher than normal vibration floor.
-40809,2024-05-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.965,True,Operator reset acknowledged after red-tag inspection.
-40810,2024-05-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.982,False,Vibration burst exceeds envelope during tool change cycle.
-40811,2024-05-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.275,False,Press cycle dwell time lengthened during high-volume batch.
-40812,2024-05-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.35,False,Air handler maintenance reduced humidity variance on finishing line.
-40813,2024-05-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.931,True,Bearing temperature rising faster than baseline on spindle cell.
-40814,2024-05-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.973,False,Maintenance note logged for coupling imbalance inspection.
-40815,2024-05-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.803,False,Unbalanced load introduced cyclical pressure ripple.
-40816,2024-05-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.029,False,Pressure settled back to nominal after valve reseat.
-40817,2024-05-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.988,True,Condensation warning cleared after dehumidifier ramp-up.
-40818,2024-05-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.316,False,Shift handoff note referenced unusual noise near press enclosure.
-40819,2024-05-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.499,False,Temperature remained elevated during unscheduled overtime run.
-40820,2024-05-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.194,False,SCADA backfill inserted two delayed telemetry points.
-40821,2024-05-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,18.844,True,Thermal ramp exceeded expected warmup curve before shift start.
-40822,2024-05-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.111,False,Temperature remained elevated during unscheduled overtime run.
-40823,2024-05-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.766,False,Humidity excursion near finishing booth during coating run.
-40824,2024-05-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.068,False,Shift handoff note referenced unusual noise near press enclosure.
-40825,2024-05-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,20.343,True,Humidity excursion near finishing booth during coating run.
-40826,2024-05-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.223,False,Temperature remained elevated during unscheduled overtime run.
-40827,2024-05-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.768,False,Pressure settled back to nominal after valve reseat.
-40828,2024-05-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.035,False,Machine throughput increase drove sustained pressure uplift.
-40829,2024-05-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.481,True,Bearing temperature rising faster than baseline on spindle cell.
-40830,2024-05-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.443,False,Maintenance crew confirmed lubrication interval was missed.
-40831,2024-05-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.763,False,Calibration check overdue by 11 days for press-line transducer.
-40832,2024-05-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.11,False,Calibration check overdue by 11 days for press-line transducer.
-40833,2024-05-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.049,True,Sensor battery health remains nominal after firmware update.
-40834,2024-05-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.874,False,Humidity baseline improved after seal replacement.
-40835,2024-05-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.634,False,Thermal ramp exceeded expected warmup curve before shift start.
-40836,2024-05-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.368,False,Machine idle period extended during planned sanitation window.
-40837,2024-05-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,8.704,True,Reliability engineer tagged sample window for model retraining.
-40838,2024-05-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.337,False,Short-lived packet loss observed at edge gateway gw-02.
-40839,2024-05-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.84,False,Humidity climbed during dock-door open period in afternoon shift.
-40840,2024-05-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.974,False,Temporary gateway failover completed without data loss.
-40841,2024-05-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,19.451,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-40842,2024-05-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.494,False,Quality team requested trace review for lot 24-118B.
-40843,2024-05-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.299,False,Bearing temperature rising faster than baseline on spindle cell.
-40844,2024-05-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.181,False,Air handler maintenance reduced humidity variance on finishing line.
-40845,2024-05-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,24.293,True,Humidity readings track seasonal rise across late spring.
-40846,2024-05-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.123,False,Press cycle dwell time lengthened during high-volume batch.
-40847,2024-05-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.122,False,Unbalanced load introduced cyclical pressure ripple.
-40848,2024-05-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.921,False,Humidity readings track seasonal rise across late spring.
-40849,2024-05-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.402,True,Press cycle dwell time lengthened during high-volume batch.
-40850,2024-05-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.281,False,Air handler maintenance reduced humidity variance on finishing line.
-40851,2024-05-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.563,False,Shift handoff note referenced unusual noise near press enclosure.
-40852,2024-05-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.452,False,Vibration burst exceeds envelope during tool change cycle.
-40853,2024-05-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.471,True,Machine idle period extended during planned sanitation window.
-40854,2024-05-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.331,False,Vibration harmonics broadened during extended production run.
-40855,2024-05-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.192,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-40856,2024-05-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.143,False,Edge collector replayed buffered events after network recovery.
-40857,2024-05-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,10.588,True,Warning threshold updated for pilot predictive-maintenance model.
-40858,2024-05-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.718,False,Thermal ramp exceeded expected warmup curve before shift start.
-40859,2024-05-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.005,False,Sensor battery health remains nominal after firmware update.
-40860,2024-05-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.912,False,Press cycle dwell time lengthened during high-volume batch.
-40861,2024-05-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,20.25,True,Humidity climbed during dock-door open period in afternoon shift.
-40862,2024-05-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.141,False,Condensation warning cleared after dehumidifier ramp-up.
-40863,2024-05-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.81,False,Temperature variance narrowed after coolant nozzle cleaning.
-40864,2024-05-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.276,False,Maintenance scheduler deferred calibration due to spare shortage.
-40865,2024-05-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,11.077,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40866,2024-05-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.769,False,Hydraulic line pressure oscillation detected under load.
-40867,2024-05-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.064,False,Reliability engineer tagged sample window for model retraining.
-40868,2024-05-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.874,False,Maintenance note logged for coupling imbalance inspection.
-40869,2024-05-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.057,True,Operator reset acknowledged after red-tag inspection.
-40870,2024-05-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.888,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40871,2024-05-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.308,False,Sensor signal clipping observed during startup surge.
-40872,2024-05-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.637,False,Quality team requested trace review for lot 24-118B.
-40873,2024-05-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,10.48,True,Humidity excursion near finishing booth during coating run.
-40874,2024-05-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.543,False,Humidity readings track seasonal rise across late spring.
-40875,2024-05-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.512,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40876,2024-05-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.318,False,Sensor heartbeat delayed by one interval after gateway retry.
-40877,2024-05-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.277,True,Short-lived packet loss observed at edge gateway gw-02.
-40878,2024-05-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.33,False,Thermal ramp exceeded expected warmup curve before shift start.
-40879,2024-05-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.353,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40880,2024-05-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.8,False,Operator reported intermittent chatter on machine CNC-04.
-40881,2024-05-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.829,True,Vibration baseline recovered after tool holder replacement.
-40882,2024-05-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.033,False,Operator reported intermittent chatter on machine CNC-04.
-40883,2024-05-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.689,False,Sensor heartbeat delayed by one interval after gateway retry.
-40884,2024-05-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.252,False,Operator reset acknowledged after red-tag inspection.
-40885,2024-05-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.06,True,Thermal overshoot event coincided with recipe change on furnace.
-40886,2024-05-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.396,False,Shift handoff note referenced unusual noise near press enclosure.
-40887,2024-05-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.578,False,Quality hold reduced finishing booth activity for one shift.
-40888,2024-05-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.144,False,Humidity excursion near finishing booth during coating run.
-40889,2024-05-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.328,True,Humidity excursion near finishing booth during coating run.
-40890,2024-05-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.279,False,Coolant loop adjustment reduced chamber temperature spread.
-40891,2024-05-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.559,False,Press cycle dwell time lengthened during high-volume batch.
-40892,2024-05-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.055,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40893,2024-05-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.012,True,Warning threshold updated for pilot predictive-maintenance model.
-40894,2024-05-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.967,False,Vibration baseline recovered after tool holder replacement.
-40895,2024-05-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.151,False,Unbalanced load introduced cyclical pressure ripple.
-40896,2024-05-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.821,False,Pressure settled back to nominal after valve reseat.
-40897,2024-05-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.489,True,Press cycle dwell time lengthened during high-volume batch.
-40898,2024-05-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.772,False,Humidity excursion near finishing booth during coating run.
-40899,2024-05-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Sensor battery health remains nominal after firmware update.
-40900,2024-05-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.71,False,Condensation warning cleared after dehumidifier ramp-up.
-40901,2024-05-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.07,True,Maintenance note logged for coupling imbalance inspection.
-40902,2024-05-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.985,False,Sensor enclosure opened for manual calibration verification.
-40903,2024-05-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.464,False,Coolant loop adjustment reduced chamber temperature spread.
-40904,2024-05-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.301,False,Bearing temperature rising faster than baseline on spindle cell.
-40905,2024-05-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.692,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-40906,2024-05-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.393,False,Temperature remained elevated during unscheduled overtime run.
-40907,2024-05-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.561,False,Thermal overshoot event coincided with recipe change on furnace.
-40908,2024-05-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.226,False,Humidity baseline improved after seal replacement.
-40909,2024-05-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.33,True,Operator reset acknowledged after red-tag inspection.
-40910,2024-05-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.685,False,Ambient temperature stabilized after HVAC stage-two engagement.
-40911,2024-05-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.936,False,Anomaly review flagged possible bearing wear progression.
-40912,2024-05-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.003,False,Pressure settled back to nominal after valve reseat.
-40913,2024-05-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,18.641,True,Bearing temperature rising faster than baseline on spindle cell.
-40914,2024-05-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.991,False,Dust extraction fan offline for 18 minutes on line finishing.
-40915,2024-05-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.811,False,Maintenance crew confirmed lubrication interval was missed.
-40916,2024-05-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.46,False,Temperature variance narrowed after coolant nozzle cleaning.
-40917,2024-05-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.914,True,Pressure peak corresponds to oversized billet batch processing.
-40918,2024-05-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.107,False,Humidity baseline improved after seal replacement.
-40919,2024-05-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.607,False,Sensor battery health remains nominal after firmware update.
-40920,2024-05-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.076,False,Operator reported intermittent chatter on machine CNC-04.
-40921,2024-05-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.6,True,Humidity baseline improved after seal replacement.
-40922,2024-05-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.33,False,Temperature remained elevated during unscheduled overtime run.
-40923,2024-05-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.856,False,Dust extraction fan offline for 18 minutes on line finishing.
-40924,2024-05-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.359,False,SCADA backfill inserted two delayed telemetry points.
-40925,2024-05-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,19.931,True,Compressed air fluctuation introduced pressure noise for two cycles.
-40926,2024-05-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.611,False,Temperature variance narrowed after coolant nozzle cleaning.
-40927,2024-05-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.996,False,Thermal ramp exceeded expected warmup curve before shift start.
-40928,2024-05-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.47,False,Dust extraction fan offline for 18 minutes on line finishing.
-40929,2024-05-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,26.135,True,Coolant loop adjustment reduced chamber temperature spread.
-40930,2024-05-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.671,False,Quality hold reduced finishing booth activity for one shift.
-40931,2024-05-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.325,False,SCADA backfill inserted two delayed telemetry points.
-40932,2024-05-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.903,False,Reliability engineer tagged sample window for model retraining.
-40933,2024-05-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.456,True,Temporary gateway failover completed without data loss.
-40934,2024-05-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.83,False,Pressure line purge completed before restart authorization.
-40935,2024-05-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.424,False,Humidity excursion near finishing booth during coating run.
-40936,2024-05-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.845,False,Temporary gateway failover completed without data loss.
-40937,2024-05-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.268,True,Vibration baseline recovered after tool holder replacement.
-40938,2024-05-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.67,False,Telemetry quality flag downgraded during sensor self-test window.
-40939,2024-05-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.839,False,Humidity excursion near finishing booth during coating run.
-40940,2024-05-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.948,False,Edge collector replayed buffered events after network recovery.
-40941,2024-05-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.476,True,Bearing temperature rising faster than baseline on spindle cell.
-40942,2024-05-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.844,False,Air handler maintenance reduced humidity variance on finishing line.
-40943,2024-05-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.416,False,Thermal ramp exceeded expected warmup curve before shift start.
-40944,2024-05-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.954,False,Humidity climbed during dock-door open period in afternoon shift.
-40945,2024-05-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.397,True,Thermal ramp exceeded expected warmup curve before shift start.
-40946,2024-05-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.938,False,Hydraulic line pressure oscillation detected under load.
-40947,2024-05-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.448,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40948,2024-05-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.122,False,Hydraulic line pressure oscillation detected under load.
-40949,2024-05-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.106,True,Night shift startup produced higher than normal vibration floor.
-40950,2024-05-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.55,False,Machine throughput increase drove sustained pressure uplift.
-40951,2024-05-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.109,False,Humidity readings track seasonal rise across late spring.
-40952,2024-05-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,34.163,False,Sensor enclosure opened for manual calibration verification.
-40953,2024-05-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,34.582,True,Sensor signal clipping observed during startup surge.
-40954,2024-05-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.49,False,Anomaly review flagged possible bearing wear progression.
-40955,2024-05-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.772,False,Heat-treat furnace door cycling increased localized temperature spikes.
-40956,2024-05-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.608,False,Packaging line stop reduced adjacent vibration background.
-40957,2024-05-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.811,True,Humidity climbed during dock-door open period in afternoon shift.
-40958,2024-05-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.494,False,Maintenance scheduler deferred calibration due to spare shortage.
-40959,2024-05-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.728,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40960,2024-05-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.968,False,Packaging line stop reduced adjacent vibration background.
-40961,2024-05-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.814,True,Edge collector replayed buffered events after network recovery.
-40962,2024-05-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.635,False,Quality team requested trace review for lot 24-118B.
-40963,2024-05-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.696,False,Quality hold reduced finishing booth activity for one shift.
-40964,2024-05-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.071,False,Sensor battery health remains nominal after firmware update.
-40965,2024-05-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.532,True,Night shift startup produced higher than normal vibration floor.
-40966,2024-05-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.966,False,Calibration check overdue by 11 days for press-line transducer.
-40967,2024-05-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.018,False,Coolant loop adjustment reduced chamber temperature spread.
-40968,2024-05-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.869,False,Dust extraction fan offline for 18 minutes on line finishing.
-40969,2024-05-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,34.518,True,Humidity readings track seasonal rise across late spring.
-40970,2024-05-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.947,False,Pressure line purge completed before restart authorization.
-40971,2024-05-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.18,False,Pressure peak corresponds to oversized billet batch processing.
-40972,2024-05-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.162,False,Packaging line stop reduced adjacent vibration background.
-40973,2024-05-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.116,True,Maintenance scheduler deferred calibration due to spare shortage.
-40974,2024-05-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.348,False,Pressure peak corresponds to oversized billet batch processing.
-40975,2024-05-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.243,False,Maintenance crew confirmed lubrication interval was missed.
-40976,2024-05-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.638,False,Sensor heartbeat delayed by one interval after gateway retry.
-40977,2024-05-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.161,True,Vibration burst exceeds envelope during tool change cycle.
-40978,2024-05-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.368,False,Operator reported intermittent chatter on machine CNC-04.
-40979,2024-05-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.448,False,Humidity baseline improved after seal replacement.
-40980,2024-05-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.247,False,Dust extraction fan offline for 18 minutes on line finishing.
-40981,2024-05-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.137,True,Operator reported intermittent chatter on machine CNC-04.
-40982,2024-05-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.932,False,Calibration check overdue by 11 days for press-line transducer.
-40983,2024-05-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.275,False,Compressed air fluctuation introduced pressure noise for two cycles.
-40984,2024-05-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.271,False,Sensor 3 drift suspected after cross-check with manual gauge.
-40985,2024-05-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,21.907,True,Temperature remained elevated during unscheduled overtime run.
-40986,2024-05-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.397,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-40987,2024-05-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.771,False,Short-lived packet loss observed at edge gateway gw-02.
-40988,2024-05-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.492,False,Press cycle dwell time lengthened during high-volume batch.
-40989,2024-05-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,18.867,True,Supervisory alert generated after three consecutive threshold breaches.
-40990,2024-05-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.817,False,Dust extraction fan offline for 18 minutes on line finishing.
-40991,2024-05-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.77,False,Short-lived packet loss observed at edge gateway gw-02.
-40992,2024-05-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.04,False,Supervisory alert generated after three consecutive threshold breaches.
-40993,2024-05-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,10.384,True,Maintenance scheduler deferred calibration due to spare shortage.
-40994,2024-05-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.411,False,Telemetry quality flag downgraded during sensor self-test window.
-40995,2024-05-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.119,False,Night shift startup produced higher than normal vibration floor.
-40996,2024-05-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.482,False,Vibration burst exceeds envelope during tool change cycle.
-40997,2024-05-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,9.628,True,Packaging line stop reduced adjacent vibration background.
-40998,2024-05-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.142,False,Edge collector replayed buffered events after network recovery.
-40999,2024-05-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.49,False,Sensor enclosure opened for manual calibration verification.
-41000,2024-05-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.298,False,Quality team requested trace review for lot 24-118B.
-41001,2024-05-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,22.146,True,Machine throughput increase drove sustained pressure uplift.
-41002,2024-05-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.772,False,Vibration baseline recovered after tool holder replacement.
-41003,2024-05-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.96,False,Operator reset acknowledged after red-tag inspection.
-41004,2024-05-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.744,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41005,2024-05-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.372,True,Maintenance crew confirmed lubrication interval was missed.
-41006,2024-05-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.063,False,Coolant loop adjustment reduced chamber temperature spread.
-41007,2024-05-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.709,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41008,2024-05-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.209,False,Pressure settled back to nominal after valve reseat.
-41009,2024-05-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.497,True,Short-lived packet loss observed at edge gateway gw-02.
-41010,2024-05-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.111,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41011,2024-05-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.922,False,Vibration burst exceeds envelope during tool change cycle.
-41012,2024-05-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.736,False,Transient outlier matched forklift impact near cabinet wall.
-41013,2024-05-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.05,True,Shift handoff note referenced unusual noise near press enclosure.
-41014,2024-05-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.329,False,Quality hold reduced finishing booth activity for one shift.
-41015,2024-05-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.566,False,Calibration check overdue by 11 days for press-line transducer.
-41016,2024-05-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.778,False,Reliability engineer tagged sample window for model retraining.
-41017,2024-05-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,27.076,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-41018,2024-05-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.483,False,Transient outlier matched forklift impact near cabinet wall.
-41019,2024-05-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.943,False,Air handler maintenance reduced humidity variance on finishing line.
-41020,2024-05-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.11,False,Anomaly review flagged possible bearing wear progression.
-41021,2024-05-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.252,True,Thermal overshoot event coincided with recipe change on furnace.
-41022,2024-05-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.397,False,Vibration harmonics broadened during extended production run.
-41023,2024-05-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.378,False,Pressure settled back to nominal after valve reseat.
-41024,2024-05-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.629,False,Pressure line purge completed before restart authorization.
-41025,2024-05-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,19.083,True,Operator reset acknowledged after red-tag inspection.
-41026,2024-05-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.23,False,Temperature remained elevated during unscheduled overtime run.
-41027,2024-05-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.113,False,Night shift startup produced higher than normal vibration floor.
-41028,2024-05-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.575,False,Humidity climbed during dock-door open period in afternoon shift.
-41029,2024-05-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.184,True,Sensor battery health remains nominal after firmware update.
-41030,2024-05-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.796,False,Telemetry quality flag downgraded during sensor self-test window.
-41031,2024-05-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.011,False,Machine throughput increase drove sustained pressure uplift.
-41032,2024-05-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.963,False,Telemetry quality flag downgraded during sensor self-test window.
-41033,2024-05-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.857,True,Maintenance note logged for coupling imbalance inspection.
-41034,2024-05-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.543,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41035,2024-05-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Air handler maintenance reduced humidity variance on finishing line.
-41036,2024-05-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.687,False,Pressure settled back to nominal after valve reseat.
-41037,2024-05-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.011,True,Night shift startup produced higher than normal vibration floor.
-41038,2024-05-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.37,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41039,2024-05-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.53,False,Unbalanced load introduced cyclical pressure ripple.
-41040,2024-05-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.794,False,Sensor enclosure opened for manual calibration verification.
-41041,2024-05-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.637,True,Dust extraction fan offline for 18 minutes on line finishing.
-41042,2024-05-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.86,False,Quality hold reduced finishing booth activity for one shift.
-41043,2024-05-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.515,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41044,2024-05-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.756,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41045,2024-05-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,19.953,True,Machine idle period extended during planned sanitation window.
-41046,2024-05-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.072,False,Thermal ramp exceeded expected warmup curve before shift start.
-41047,2024-05-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.158,False,Supervisory alert generated after three consecutive threshold breaches.
-41048,2024-05-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.111,False,Anomaly review flagged possible bearing wear progression.
-41049,2024-05-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.672,True,Temperature variance narrowed after coolant nozzle cleaning.
-41050,2024-05-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.001,False,Pressure peak corresponds to oversized billet batch processing.
-41051,2024-05-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.981,False,Machine idle period extended during planned sanitation window.
-41052,2024-05-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.797,False,Sensor signal clipping observed during startup surge.
-41053,2024-05-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,21.651,True,Sensor battery health remains nominal after firmware update.
-41054,2024-05-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.985,False,Operator reset acknowledged after red-tag inspection.
-41055,2024-05-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.852,False,Quality hold reduced finishing booth activity for one shift.
-41056,2024-05-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.53,False,Machine throughput increase drove sustained pressure uplift.
-41057,2024-05-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.661,True,Short-lived packet loss observed at edge gateway gw-02.
-41058,2024-05-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.396,False,Sensor signal clipping observed during startup surge.
-41059,2024-05-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.581,False,Coolant loop adjustment reduced chamber temperature spread.
-41060,2024-05-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.51,False,Edge collector replayed buffered events after network recovery.
-41061,2024-05-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.891,True,Pressure line purge completed before restart authorization.
-41062,2024-05-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.664,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41063,2024-05-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.439,False,Pressure line purge completed before restart authorization.
-41064,2024-05-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.845,False,Calibration check overdue by 11 days for press-line transducer.
-41065,2024-05-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.894,True,Sensor enclosure opened for manual calibration verification.
-41066,2024-05-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.04,False,Anomaly review flagged possible bearing wear progression.
-41067,2024-05-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.431,False,Vibration burst exceeds envelope during tool change cycle.
-41068,2024-05-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.704,False,Pressure line purge completed before restart authorization.
-41069,2024-05-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.191,True,Maintenance note logged for coupling imbalance inspection.
-41070,2024-05-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.499,False,Maintenance note logged for coupling imbalance inspection.
-41071,2024-05-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.824,False,Machine throughput increase drove sustained pressure uplift.
-41072,2024-05-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.442,False,Press cycle dwell time lengthened during high-volume batch.
-41073,2024-05-22 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,16.285,True,Reliability engineer tagged sample window for model retraining.
-41074,2024-05-22 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.312,False,Packaging line stop reduced adjacent vibration background.
-41075,2024-05-22 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.875,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41076,2024-05-22 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.721,False,Shift handoff note referenced unusual noise near press enclosure.
-41077,2024-05-22 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.539,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-41078,2024-05-22 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.913,False,Condensation warning cleared after dehumidifier ramp-up.
-41079,2024-05-22 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.081,False,Pressure settled back to nominal after valve reseat.
-41080,2024-05-22 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.969,False,Maintenance scheduler deferred calibration due to spare shortage.
-41081,2024-05-22 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.928,True,Shift handoff note referenced unusual noise near press enclosure.
-41082,2024-05-22 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.195,False,Press cycle dwell time lengthened during high-volume batch.
-41083,2024-05-22 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Operator reported intermittent chatter on machine CNC-04.
-41084,2024-05-22 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.177,False,SCADA backfill inserted two delayed telemetry points.
-41085,2024-05-22 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.998,True,Maintenance scheduler deferred calibration due to spare shortage.
-41086,2024-05-22 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.3,False,Coolant loop adjustment reduced chamber temperature spread.
-41087,2024-05-22 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.894,False,Press cycle dwell time lengthened during high-volume batch.
-41088,2024-05-22 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.498,False,Quality hold reduced finishing booth activity for one shift.
-41089,2024-05-22 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,29.692,True,Calibration check overdue by 11 days for press-line transducer.
-41090,2024-05-22 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.523,False,Vibration harmonics broadened during extended production run.
-41091,2024-05-22 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.792,False,Bearing temperature rising faster than baseline on spindle cell.
-41092,2024-05-22 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.673,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41093,2024-05-22 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,23.901,True,Telemetry quality flag downgraded during sensor self-test window.
-41094,2024-05-22 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.663,False,Unbalanced load introduced cyclical pressure ripple.
-41095,2024-05-22 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.737,False,Reliability engineer tagged sample window for model retraining.
-41096,2024-05-22 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.048,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41097,2024-05-22 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,9.932,True,Reliability engineer tagged sample window for model retraining.
-41098,2024-05-22 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.238,False,Night shift startup produced higher than normal vibration floor.
-41099,2024-05-22 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.198,False,Telemetry quality flag downgraded during sensor self-test window.
-41100,2024-05-22 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.39,False,Calibration check overdue by 11 days for press-line transducer.
-41101,2024-05-22 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.826,True,Coolant loop adjustment reduced chamber temperature spread.
-41102,2024-05-22 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.263,False,Quality hold reduced finishing booth activity for one shift.
-41103,2024-05-22 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.778,False,Quality team requested trace review for lot 24-118B.
-41104,2024-05-22 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.504,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41105,2024-05-22 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.859,True,Sensor heartbeat delayed by one interval after gateway retry.
-41106,2024-05-22 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.506,False,Machine throughput increase drove sustained pressure uplift.
-41107,2024-05-22 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.233,False,Maintenance note logged for coupling imbalance inspection.
-41108,2024-05-22 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.47,False,Shift handoff note referenced unusual noise near press enclosure.
-41109,2024-05-22 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.943,True,Press cycle dwell time lengthened during high-volume batch.
-41110,2024-05-22 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.652,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41111,2024-05-22 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.932,False,Sensor signal clipping observed during startup surge.
-41112,2024-05-22 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.115,False,Vibration baseline recovered after tool holder replacement.
-41113,2024-05-22 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,10.701,True,Short-lived packet loss observed at edge gateway gw-02.
-41114,2024-05-22 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.628,False,Dust extraction fan offline for 18 minutes on line finishing.
-41115,2024-05-22 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.681,False,Machine throughput increase drove sustained pressure uplift.
-41116,2024-05-22 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.215,False,Sensor signal clipping observed during startup surge.
-41117,2024-05-22 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,23.044,True,Short-lived packet loss observed at edge gateway gw-02.
-41118,2024-05-22 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.152,False,Night shift startup produced higher than normal vibration floor.
-41119,2024-05-22 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Press cycle dwell time lengthened during high-volume batch.
-41120,2024-05-22 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.391,False,Warning threshold updated for pilot predictive-maintenance model.
-41121,2024-05-22 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,22.212,True,Night shift startup produced higher than normal vibration floor.
-41122,2024-05-22 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.003,False,Machine throughput increase drove sustained pressure uplift.
-41123,2024-05-22 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.912,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41124,2024-05-22 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.112,False,Unbalanced load introduced cyclical pressure ripple.
-41125,2024-05-22 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.568,True,Humidity baseline improved after seal replacement.
-41126,2024-05-22 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.923,False,Shift handoff note referenced unusual noise near press enclosure.
-41127,2024-05-22 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Humidity readings track seasonal rise across late spring.
-41128,2024-05-22 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.963,False,Thermal overshoot event coincided with recipe change on furnace.
-41129,2024-05-22 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.128,True,Reliability engineer tagged sample window for model retraining.
-41130,2024-05-22 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.209,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41131,2024-05-22 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.953,False,Edge collector replayed buffered events after network recovery.
-41132,2024-05-22 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.902,False,Night shift startup produced higher than normal vibration floor.
-41133,2024-05-22 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,11.105,True,Vibration baseline recovered after tool holder replacement.
-41134,2024-05-22 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.081,False,Short-lived packet loss observed at edge gateway gw-02.
-41135,2024-05-22 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.092,False,Unbalanced load introduced cyclical pressure ripple.
-41136,2024-05-22 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.5,False,Edge collector replayed buffered events after network recovery.
-41137,2024-05-22 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.715,True,Pressure peak corresponds to oversized billet batch processing.
-41138,2024-05-22 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.514,False,Transient outlier matched forklift impact near cabinet wall.
-41139,2024-05-22 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.361,False,Press cycle dwell time lengthened during high-volume batch.
-41140,2024-05-22 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.706,False,Temporary gateway failover completed without data loss.
-41141,2024-05-22 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.47,True,Maintenance scheduler deferred calibration due to spare shortage.
-41142,2024-05-22 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.283,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41143,2024-05-22 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.691,False,Temporary gateway failover completed without data loss.
-41144,2024-05-22 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.42,False,Machine throughput increase drove sustained pressure uplift.
-41145,2024-05-22 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,10.806,True,Sensor heartbeat delayed by one interval after gateway retry.
-41146,2024-05-22 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.425,False,Machine throughput increase drove sustained pressure uplift.
-41147,2024-05-22 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.7,False,Hydraulic line pressure oscillation detected under load.
-41148,2024-05-22 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.06,False,Pressure line purge completed before restart authorization.
-41149,2024-05-22 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,26.8,True,Maintenance note logged for coupling imbalance inspection.
-41150,2024-05-22 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.781,False,Operator reported intermittent chatter on machine CNC-04.
-41151,2024-05-22 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.364,False,Sensor heartbeat delayed by one interval after gateway retry.
-41152,2024-05-22 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.279,False,Short-lived packet loss observed at edge gateway gw-02.
-41153,2024-05-22 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.717,True,Pressure line purge completed before restart authorization.
-41154,2024-05-22 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.569,False,Temperature variance narrowed after coolant nozzle cleaning.
-41155,2024-05-22 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.535,False,Edge collector replayed buffered events after network recovery.
-41156,2024-05-22 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.588,False,Quality hold reduced finishing booth activity for one shift.
-41157,2024-05-22 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,23.247,True,Humidity baseline improved after seal replacement.
-41158,2024-05-22 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.282,False,Night shift startup produced higher than normal vibration floor.
-41159,2024-05-22 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.138,False,Air handler maintenance reduced humidity variance on finishing line.
-41160,2024-05-22 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.392,False,Short-lived packet loss observed at edge gateway gw-02.
-41161,2024-05-22 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,14.758,True,Thermal overshoot event coincided with recipe change on furnace.
-41162,2024-05-22 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.886,False,Unbalanced load introduced cyclical pressure ripple.
-41163,2024-05-22 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.865,False,Unbalanced load introduced cyclical pressure ripple.
-41164,2024-05-22 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.456,False,Sensor enclosure opened for manual calibration verification.
-41165,2024-05-22 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.147,True,Air handler maintenance reduced humidity variance on finishing line.
-41166,2024-05-22 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.86,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41167,2024-05-22 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.553,False,Unbalanced load introduced cyclical pressure ripple.
-41168,2024-05-22 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.659,False,Edge collector replayed buffered events after network recovery.
-41169,2024-05-22 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,16.222,True,Unbalanced load introduced cyclical pressure ripple.
-41170,2024-05-22 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.62,False,Humidity readings track seasonal rise across late spring.
-41171,2024-05-22 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.807,False,Supervisory alert generated after three consecutive threshold breaches.
-41172,2024-05-22 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.905,False,Pressure line purge completed before restart authorization.
-41173,2024-05-22 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,20.078,True,Bearing temperature rising faster than baseline on spindle cell.
-41174,2024-05-22 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.188,False,Maintenance note logged for coupling imbalance inspection.
-41175,2024-05-22 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Calibration check overdue by 11 days for press-line transducer.
-41176,2024-05-22 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.171,False,Machine throughput increase drove sustained pressure uplift.
-41177,2024-05-22 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,12.642,True,Vibration harmonics broadened during extended production run.
-41178,2024-05-22 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.812,False,Vibration harmonics broadened during extended production run.
-41179,2024-05-22 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.429,False,Thermal overshoot event coincided with recipe change on furnace.
-41180,2024-05-22 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.116,False,Supervisory alert generated after three consecutive threshold breaches.
-41181,2024-05-22 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,17.502,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41182,2024-05-22 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.948,False,Temporary gateway failover completed without data loss.
-41183,2024-05-22 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.167,False,Packaging line stop reduced adjacent vibration background.
-41184,2024-05-22 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.239,False,Sensor signal clipping observed during startup surge.
-41185,2024-05-23 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,12.935,True,Humidity climbed during dock-door open period in afternoon shift.
-41186,2024-05-23 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.722,False,Warning threshold updated for pilot predictive-maintenance model.
-41187,2024-05-23 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.95,False,Air handler maintenance reduced humidity variance on finishing line.
-41188,2024-05-23 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.534,False,Supervisory alert generated after three consecutive threshold breaches.
-41189,2024-05-23 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,8.368,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-41190,2024-05-23 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.492,False,Warning threshold updated for pilot predictive-maintenance model.
-41191,2024-05-23 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.676,False,Operator reset acknowledged after red-tag inspection.
-41192,2024-05-23 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.366,False,Pressure line purge completed before restart authorization.
-41193,2024-05-23 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,14.352,True,Shift handoff note referenced unusual noise near press enclosure.
-41194,2024-05-23 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.393,False,Machine idle period extended during planned sanitation window.
-41195,2024-05-23 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.318,False,Operator reset acknowledged after red-tag inspection.
-41196,2024-05-23 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.479,False,Humidity climbed during dock-door open period in afternoon shift.
-41197,2024-05-23 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.476,True,Humidity readings track seasonal rise across late spring.
-41198,2024-05-23 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.389,False,Calibration check overdue by 11 days for press-line transducer.
-41199,2024-05-23 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.146,False,Transient outlier matched forklift impact near cabinet wall.
-41200,2024-05-23 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.838,False,Vibration harmonics broadened during extended production run.
-41201,2024-05-23 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.462,True,Pressure peak corresponds to oversized billet batch processing.
-41202,2024-05-23 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.337,False,Vibration burst exceeds envelope during tool change cycle.
-41203,2024-05-23 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.469,False,Humidity climbed during dock-door open period in afternoon shift.
-41204,2024-05-23 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.084,False,Dust extraction fan offline for 18 minutes on line finishing.
-41205,2024-05-23 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.128,True,Sensor signal clipping observed during startup surge.
-41206,2024-05-23 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.89,False,Maintenance crew confirmed lubrication interval was missed.
-41207,2024-05-23 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.736,False,Sensor 3 drift suspected after cross-check with manual gauge.
-41208,2024-05-23 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.136,False,Reliability engineer tagged sample window for model retraining.
-41209,2024-05-23 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.01,True,Ambient temperature stabilized after HVAC stage-two engagement.
-41210,2024-05-23 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.21,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41211,2024-05-23 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.357,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41212,2024-05-23 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.954,False,Humidity baseline improved after seal replacement.
-41213,2024-05-23 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.456,True,Operator reset acknowledged after red-tag inspection.
-41214,2024-05-23 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.517,False,Unbalanced load introduced cyclical pressure ripple.
-41215,2024-05-23 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.199,False,Calibration check overdue by 11 days for press-line transducer.
-41216,2024-05-23 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.828,False,Temperature variance narrowed after coolant nozzle cleaning.
-41217,2024-05-23 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,18.114,True,SCADA backfill inserted two delayed telemetry points.
-41218,2024-05-23 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.894,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41219,2024-05-23 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.389,False,Coolant loop adjustment reduced chamber temperature spread.
-41220,2024-05-23 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.171,False,Transient outlier matched forklift impact near cabinet wall.
-41221,2024-05-23 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.425,True,Maintenance crew confirmed lubrication interval was missed.
-41222,2024-05-23 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.761,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41223,2024-05-23 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.112,False,Humidity readings track seasonal rise across late spring.
-41224,2024-05-23 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.571,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41225,2024-05-23 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,20.78,True,Quality hold reduced finishing booth activity for one shift.
-41226,2024-05-23 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.441,False,Air handler maintenance reduced humidity variance on finishing line.
-41227,2024-05-23 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.308,False,Sensor signal clipping observed during startup surge.
-41228,2024-05-23 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.323,False,Maintenance crew confirmed lubrication interval was missed.
-41229,2024-05-23 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.278,True,Compressed air fluctuation introduced pressure noise for two cycles.
-41230,2024-05-23 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.653,False,Anomaly review flagged possible bearing wear progression.
-41231,2024-05-23 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.479,False,Operator reset acknowledged after red-tag inspection.
-41232,2024-05-23 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.548,False,Temporary gateway failover completed without data loss.
-41233,2024-05-23 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.821,True,Dust extraction fan offline for 18 minutes on line finishing.
-41234,2024-05-23 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.608,False,Unbalanced load introduced cyclical pressure ripple.
-41235,2024-05-23 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.488,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41236,2024-05-23 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.693,False,Temporary gateway failover completed without data loss.
-41237,2024-05-23 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.836,True,Telemetry quality flag downgraded during sensor self-test window.
-41238,2024-05-23 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.834,False,Packaging line stop reduced adjacent vibration background.
-41239,2024-05-23 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.268,False,Calibration check overdue by 11 days for press-line transducer.
-41240,2024-05-23 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.406,False,Packaging line stop reduced adjacent vibration background.
-41241,2024-05-23 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,23.33,True,SCADA backfill inserted two delayed telemetry points.
-41242,2024-05-23 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.223,False,Transient outlier matched forklift impact near cabinet wall.
-41243,2024-05-23 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.347,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41244,2024-05-23 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.383,False,Vibration baseline recovered after tool holder replacement.
-41245,2024-05-23 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,13.81,True,Air handler maintenance reduced humidity variance on finishing line.
-41246,2024-05-23 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.535,False,Hydraulic line pressure oscillation detected under load.
-41247,2024-05-23 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.486,False,Maintenance crew confirmed lubrication interval was missed.
-41248,2024-05-23 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.26,False,Sensor heartbeat delayed by one interval after gateway retry.
-41249,2024-05-23 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,23.287,True,Ambient temperature stabilized after HVAC stage-two engagement.
-41250,2024-05-23 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.387,False,Thermal overshoot event coincided with recipe change on furnace.
-41251,2024-05-23 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.483,False,Machine idle period extended during planned sanitation window.
-41252,2024-05-23 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.629,False,Calibration check overdue by 11 days for press-line transducer.
-41253,2024-05-23 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,18.575,True,Vibration harmonics broadened during extended production run.
-41254,2024-05-23 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.962,False,Machine idle period extended during planned sanitation window.
-41255,2024-05-23 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.008,False,Humidity excursion near finishing booth during coating run.
-41256,2024-05-23 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.05,False,Sensor enclosure opened for manual calibration verification.
-41257,2024-05-23 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,27.048,True,Operator reset acknowledged after red-tag inspection.
-41258,2024-05-23 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.674,False,Coolant loop adjustment reduced chamber temperature spread.
-41259,2024-05-23 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.759,False,Maintenance scheduler deferred calibration due to spare shortage.
-41260,2024-05-23 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.806,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41261,2024-05-23 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,11.198,True,Sensor battery health remains nominal after firmware update.
-41262,2024-05-23 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.289,False,Temporary gateway failover completed without data loss.
-41263,2024-05-23 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.597,False,Sensor battery health remains nominal after firmware update.
-41264,2024-05-23 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.215,False,Operator reported intermittent chatter on machine CNC-04.
-41265,2024-05-23 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,16.949,True,Machine idle period extended during planned sanitation window.
-41266,2024-05-23 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.139,False,Sensor heartbeat delayed by one interval after gateway retry.
-41267,2024-05-23 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.849,False,Sensor battery health remains nominal after firmware update.
-41268,2024-05-23 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.346,False,Thermal overshoot event coincided with recipe change on furnace.
-41269,2024-05-23 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,15.648,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-41270,2024-05-23 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.942,False,Pressure settled back to nominal after valve reseat.
-41271,2024-05-23 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.83,False,Unbalanced load introduced cyclical pressure ripple.
-41272,2024-05-23 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.927,False,Humidity baseline improved after seal replacement.
-41273,2024-05-23 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,17.233,True,Humidity readings track seasonal rise across late spring.
-41274,2024-05-23 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.16,False,Operator reported intermittent chatter on machine CNC-04.
-41275,2024-05-23 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.159,False,Pressure peak corresponds to oversized billet batch processing.
-41276,2024-05-23 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.615,False,Sensor signal clipping observed during startup surge.
-41277,2024-05-23 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,21.265,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-41278,2024-05-23 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.365,False,Edge collector replayed buffered events after network recovery.
-41279,2024-05-23 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.039,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41280,2024-05-23 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.491,False,Sensor enclosure opened for manual calibration verification.
-41281,2024-05-23 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,24.654,True,Operator reported intermittent chatter on machine CNC-04.
-41282,2024-05-23 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.316,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41283,2024-05-23 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.204,False,Pressure line purge completed before restart authorization.
-41284,2024-05-23 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.301,False,Machine idle period extended during planned sanitation window.
-41285,2024-05-23 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.258,True,Packaging line stop reduced adjacent vibration background.
-41286,2024-05-23 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.754,False,Vibration baseline recovered after tool holder replacement.
-41287,2024-05-23 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.345,False,Machine idle period extended during planned sanitation window.
-41288,2024-05-23 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.8,False,Machine idle period extended during planned sanitation window.
-41289,2024-05-23 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,10.037,True,Hydraulic accumulator recharge lag increased under repeated cycles.
-41290,2024-05-23 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.939,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41291,2024-05-23 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,Vibration harmonics broadened during extended production run.
-41292,2024-05-23 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.114,False,Temperature remained elevated during unscheduled overtime run.
-41293,2024-05-23 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.597,True,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41294,2024-05-23 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.721,False,Sensor battery health remains nominal after firmware update.
-41295,2024-05-23 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.903,False,Edge collector replayed buffered events after network recovery.
-41296,2024-05-23 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.362,False,Sensor battery health remains nominal after firmware update.
-41297,2024-05-23 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,43.116,True,Vibration baseline recovered after tool holder replacement.
-41298,2024-05-23 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.42,False,Sensor signal clipping observed during startup surge.
-41299,2024-05-23 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.475,False,Packaging line stop reduced adjacent vibration background.
-41300,2024-05-23 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.346,False,Quality hold reduced finishing booth activity for one shift.
-41301,2024-05-23 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,11.617,True,Sensor 1 spike sequence matches historical bearing fault pattern.
-41302,2024-05-23 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.859,False,Coolant loop adjustment reduced chamber temperature spread.
-41303,2024-05-23 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.266,False,Temporary gateway failover completed without data loss.
-41304,2024-05-23 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.986,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41305,2024-05-23 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,15.494,True,Bearing temperature rising faster than baseline on spindle cell.
-41306,2024-05-23 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.098,False,Shift handoff note referenced unusual noise near press enclosure.
-41307,2024-05-23 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.126,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41308,2024-05-23 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.52,False,Operator reset acknowledged after red-tag inspection.
-41309,2024-05-23 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,19.352,True,Edge collector replayed buffered events after network recovery.
-41310,2024-05-23 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.938,False,Thermal overshoot event coincided with recipe change on furnace.
-41311,2024-05-23 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.773,False,Temperature remained elevated during unscheduled overtime run.
-41312,2024-05-23 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.659,False,Dust extraction fan offline for 18 minutes on line finishing.
-41313,2024-05-23 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,20.819,True,Short-lived packet loss observed at edge gateway gw-02.
-41314,2024-05-23 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.808,False,Sensor heartbeat delayed by one interval after gateway retry.
-41315,2024-05-23 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.794,False,Temperature remained elevated during unscheduled overtime run.
-41316,2024-05-23 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.153,False,Sensor enclosure opened for manual calibration verification.
-41317,2024-05-23 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,11.698,True,Calibration check overdue by 11 days for press-line transducer.
-41318,2024-05-23 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.803,False,Thermal ramp exceeded expected warmup curve before shift start.
-41319,2024-05-23 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.237,False,Sensor battery health remains nominal after firmware update.
-41320,2024-05-23 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.209,False,Maintenance crew confirmed lubrication interval was missed.
-41321,2024-05-23 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,24.167,True,Machine idle period extended during planned sanitation window.
-41322,2024-05-23 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.809,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41323,2024-05-23 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.092,False,Quality team requested trace review for lot 24-118B.
-41324,2024-05-23 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.542,False,Transient outlier matched forklift impact near cabinet wall.
-41325,2024-05-23 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,23.26,True,Quality team requested trace review for lot 24-118B.
-41326,2024-05-23 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.697,False,Pressure line purge completed before restart authorization.
-41327,2024-05-23 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.788,False,Humidity climbed during dock-door open period in afternoon shift.
-41328,2024-05-23 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.176,False,Sensor heartbeat delayed by one interval after gateway retry.
-41329,2024-05-23 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,18.159,True,Pressure line purge completed before restart authorization.
-41330,2024-05-23 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.429,False,Supervisory alert generated after three consecutive threshold breaches.
-41331,2024-05-23 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.077,False,Night shift startup produced higher than normal vibration floor.
-41332,2024-05-23 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.921,False,Shift handoff note referenced unusual noise near press enclosure.
-41333,2024-05-23 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.295,True,Maintenance note logged for coupling imbalance inspection.
-41334,2024-05-23 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.94,False,Humidity climbed during dock-door open period in afternoon shift.
-41335,2024-05-23 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.797,False,Sensor heartbeat delayed by one interval after gateway retry.
-41336,2024-05-23 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.501,False,Sensor battery health remains nominal after firmware update.
-41337,2024-05-23 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,14.13,True,Bearing temperature rising faster than baseline on spindle cell.
-41338,2024-05-23 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.146,False,Thermal overshoot event coincided with recipe change on furnace.
-41339,2024-05-23 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.045,False,Temperature remained elevated during unscheduled overtime run.
-41340,2024-05-23 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.277,False,Vibration harmonics broadened during extended production run.
-41341,2024-05-23 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,12.636,True,Humidity readings track seasonal rise across late spring.
-41342,2024-05-23 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.34,False,Edge collector replayed buffered events after network recovery.
-41343,2024-05-23 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.429,False,Sensor signal clipping observed during startup surge.
-41344,2024-05-23 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.355,False,Quality hold reduced finishing booth activity for one shift.
-41345,2024-05-23 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,13.991,True,Pressure settled back to nominal after valve reseat.
-41346,2024-05-23 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.005,False,Condensation warning cleared after dehumidifier ramp-up.
-41347,2024-05-23 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.065,False,Shift handoff note referenced unusual noise near press enclosure.
-41348,2024-05-23 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.053,False,Hydraulic line pressure oscillation detected under load.
-41349,2024-05-23 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,24.206,True,Heat-treat furnace door cycling increased localized temperature spikes.
-41350,2024-05-23 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.406,False,Reliability engineer tagged sample window for model retraining.
-41351,2024-05-23 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.485,False,Coolant loop adjustment reduced chamber temperature spread.
-41352,2024-05-23 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.394,False,Vibration baseline recovered after tool holder replacement.
-41353,2024-05-23 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,17.329,True,Quality team requested trace review for lot 24-118B.
-41354,2024-05-23 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.629,False,Transient outlier matched forklift impact near cabinet wall.
-41355,2024-05-23 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.743,False,Anomaly review flagged possible bearing wear progression.
-41356,2024-05-23 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.301,False,Sensor signal clipping observed during startup surge.
-41357,2024-05-23 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,18.228,True,Calibration check overdue by 11 days for press-line transducer.
-41358,2024-05-23 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.835,False,Temperature variance narrowed after coolant nozzle cleaning.
-41359,2024-05-23 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.308,False,Machine idle period extended during planned sanitation window.
-41360,2024-05-23 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.593,False,Maintenance scheduler deferred calibration due to spare shortage.
-41361,2024-05-23 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,16.35,True,Humidity excursion near finishing booth during coating run.
-41362,2024-05-23 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.069,False,Transient outlier matched forklift impact near cabinet wall.
-41363,2024-05-23 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.191,False,Machine throughput increase drove sustained pressure uplift.
-41364,2024-05-23 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.617,False,Condensation warning cleared after dehumidifier ramp-up.
-41365,2024-05-23 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,25.361,True,Air handler maintenance reduced humidity variance on finishing line.
-41366,2024-05-23 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.983,False,Transient outlier matched forklift impact near cabinet wall.
-41367,2024-05-23 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.468,False,Temperature remained elevated during unscheduled overtime run.
-41368,2024-05-23 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.79,False,Unbalanced load introduced cyclical pressure ripple.
-41369,2024-05-23 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,10.242,True,Reliability engineer tagged sample window for model retraining.
-41370,2024-05-23 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.936,False,Operator reported intermittent chatter on machine CNC-04.
-41371,2024-05-23 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.918,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41372,2024-05-23 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.721,False,Transient outlier matched forklift impact near cabinet wall.
-41373,2024-05-23 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,6.348,True,Thermal ramp exceeded expected warmup curve before shift start.
-41374,2024-05-23 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.994,False,Warning threshold updated for pilot predictive-maintenance model.
-41375,2024-05-23 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.157,False,Pressure line purge completed before restart authorization.
-41376,2024-05-23 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.291,False,Hydraulic line pressure oscillation detected under load.
-41377,2024-05-23 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.088,True,Temporary gateway failover completed without data loss.
-41378,2024-05-23 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.167,False,Pressure peak corresponds to oversized billet batch processing.
-41379,2024-05-23 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.747,False,Maintenance note logged for coupling imbalance inspection.
-41380,2024-05-23 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.047,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41381,2024-05-23 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,14.793,True,Sensor signal clipping observed during startup surge.
-41382,2024-05-23 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.857,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41383,2024-05-23 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.142,False,Supervisory alert generated after three consecutive threshold breaches.
-41384,2024-05-23 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.275,False,Vibration burst exceeds envelope during tool change cycle.
-41385,2024-05-23 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,14.935,True,Air handler maintenance reduced humidity variance on finishing line.
-41386,2024-05-23 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.967,False,Thermal overshoot event coincided with recipe change on furnace.
-41387,2024-05-23 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.3,False,Quality team requested trace review for lot 24-118B.
-41388,2024-05-23 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.044,False,Sensor enclosure opened for manual calibration verification.
-41389,2024-05-23 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,13.27,True,Anomaly review flagged possible bearing wear progression.
-41390,2024-05-23 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.142,False,Operator reported intermittent chatter on machine CNC-04.
-41391,2024-05-23 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.011,False,Unbalanced load introduced cyclical pressure ripple.
-41392,2024-05-23 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.011,False,Telemetry quality flag downgraded during sensor self-test window.
-41393,2024-05-23 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,11.35,True,Humidity climbed during dock-door open period in afternoon shift.
-41394,2024-05-23 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.901,False,Operator reset acknowledged after red-tag inspection.
-41395,2024-05-23 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.738,False,Bearing temperature rising faster than baseline on spindle cell.
-41396,2024-05-23 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.126,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41397,2024-05-23 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,15.054,True,Telemetry quality flag downgraded during sensor self-test window.
-41398,2024-05-23 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.581,False,Dust extraction fan offline for 18 minutes on line finishing.
-41399,2024-05-23 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.964,False,Maintenance scheduler deferred calibration due to spare shortage.
-41400,2024-05-23 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.081,False,Edge collector replayed buffered events after network recovery.
-41401,2024-05-23 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,14.865,True,Maintenance scheduler deferred calibration due to spare shortage.
-41402,2024-05-23 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.377,False,Quality hold reduced finishing booth activity for one shift.
-41403,2024-05-23 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.287,False,Short-lived packet loss observed at edge gateway gw-02.
-41404,2024-05-23 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.416,False,Pressure peak corresponds to oversized billet batch processing.
-41405,2024-05-23 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.311,False,Humidity excursion near finishing booth during coating run.
-41406,2024-05-23 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.651,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41407,2024-05-23 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.717,False,Coolant loop adjustment reduced chamber temperature spread.
-41408,2024-05-23 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.617,False,Thermal overshoot event coincided with recipe change on furnace.
-41409,2024-05-23 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.118,False,Unbalanced load introduced cyclical pressure ripple.
-41410,2024-05-23 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.227,False,Humidity excursion near finishing booth during coating run.
-41411,2024-05-23 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.66,False,Pressure peak corresponds to oversized billet batch processing.
-41412,2024-05-23 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.351,False,Sensor battery health remains nominal after firmware update.
-41413,2024-05-23 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.624,False,Temporary gateway failover completed without data loss.
-41414,2024-05-23 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.865,False,Quality hold reduced finishing booth activity for one shift.
-41415,2024-05-23 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.614,False,Transient outlier matched forklift impact near cabinet wall.
-41416,2024-05-23 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.78,False,Sensor battery health remains nominal after firmware update.
-41417,2024-05-23 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.358,False,Maintenance crew confirmed lubrication interval was missed.
-41418,2024-05-23 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.909,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41419,2024-05-23 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.883,False,Shift handoff note referenced unusual noise near press enclosure.
-41420,2024-05-23 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.4,False,Sensor signal clipping observed during startup surge.
-41421,2024-05-23 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.983,False,Shift handoff note referenced unusual noise near press enclosure.
-41422,2024-05-23 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.344,False,Condensation warning cleared after dehumidifier ramp-up.
-41423,2024-05-23 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.172,False,Reliability engineer tagged sample window for model retraining.
-41424,2024-05-23 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.616,False,SCADA backfill inserted two delayed telemetry points.
-41425,2024-05-23 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.098,False,Maintenance scheduler deferred calibration due to spare shortage.
-41426,2024-05-23 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.414,False,Thermal ramp exceeded expected warmup curve before shift start.
-41427,2024-05-23 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.891,False,Temperature variance narrowed after coolant nozzle cleaning.
-41428,2024-05-23 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.437,False,Maintenance note logged for coupling imbalance inspection.
-41429,2024-05-23 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.988,False,Vibration harmonics broadened during extended production run.
-41430,2024-05-23 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.761,False,Maintenance note logged for coupling imbalance inspection.
-41431,2024-05-23 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.01,False,Night shift startup produced higher than normal vibration floor.
-41432,2024-05-23 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.745,False,Vibration baseline recovered after tool holder replacement.
-41433,2024-05-23 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.675,False,Machine throughput increase drove sustained pressure uplift.
-41434,2024-05-23 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.216,False,Temperature remained elevated during unscheduled overtime run.
-41435,2024-05-23 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.689,False,Calibration check overdue by 11 days for press-line transducer.
-41436,2024-05-23 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.21,False,Pressure line purge completed before restart authorization.
-41437,2024-05-23 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.278,False,Maintenance note logged for coupling imbalance inspection.
-41438,2024-05-23 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.091,False,Pressure peak corresponds to oversized billet batch processing.
-41439,2024-05-23 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.649,False,Maintenance note logged for coupling imbalance inspection.
-41440,2024-05-23 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,26.474,False,Quality team requested trace review for lot 24-118B.
-41441,2024-05-23 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.867,False,Operator reset acknowledged after red-tag inspection.
-41442,2024-05-23 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.483,False,Thermal ramp exceeded expected warmup curve before shift start.
-41443,2024-05-23 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.086,False,Temporary gateway failover completed without data loss.
-41444,2024-05-23 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.558,False,Operator reset acknowledged after red-tag inspection.
-41445,2024-05-23 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.052,False,Machine idle period extended during planned sanitation window.
-41446,2024-05-23 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.542,False,Hydraulic line pressure oscillation detected under load.
-41447,2024-05-23 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.258,False,Air handler maintenance reduced humidity variance on finishing line.
-41448,2024-05-23 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.841,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41449,2024-05-23 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.555,False,Maintenance note logged for coupling imbalance inspection.
-41450,2024-05-23 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.164,False,Pressure peak corresponds to oversized billet batch processing.
-41451,2024-05-23 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.051,False,Bearing temperature rising faster than baseline on spindle cell.
-41452,2024-05-23 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.993,False,Sensor enclosure opened for manual calibration verification.
-41453,2024-05-23 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.516,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41454,2024-05-23 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.579,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41455,2024-05-23 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.717,False,SCADA backfill inserted two delayed telemetry points.
-41456,2024-05-23 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.406,False,Sensor heartbeat delayed by one interval after gateway retry.
-41457,2024-05-23 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.617,False,Sensor battery health remains nominal after firmware update.
-41458,2024-05-23 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.212,False,Pressure peak corresponds to oversized billet batch processing.
-41459,2024-05-23 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.986,False,Operator reset acknowledged after red-tag inspection.
-41460,2024-05-23 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,28.154,False,Quality hold reduced finishing booth activity for one shift.
-41461,2024-05-23 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.588,False,Packaging line stop reduced adjacent vibration background.
-41462,2024-05-23 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.383,False,Humidity climbed during dock-door open period in afternoon shift.
-41463,2024-05-23 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.984,False,Temperature variance narrowed after coolant nozzle cleaning.
-41464,2024-05-23 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.263,False,Sensor heartbeat delayed by one interval after gateway retry.
-41465,2024-05-23 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.035,False,Temperature variance narrowed after coolant nozzle cleaning.
-41466,2024-05-23 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.828,False,Coolant loop adjustment reduced chamber temperature spread.
-41467,2024-05-23 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.72,False,Night shift startup produced higher than normal vibration floor.
-41468,2024-05-23 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.364,False,Maintenance crew confirmed lubrication interval was missed.
-41469,2024-05-23 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.229,False,Anomaly review flagged possible bearing wear progression.
-41470,2024-05-23 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.98,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41471,2024-05-23 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.487,False,Vibration baseline recovered after tool holder replacement.
-41472,2024-05-23 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.376,False,Maintenance note logged for coupling imbalance inspection.
-41473,2024-05-24 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.088,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41474,2024-05-24 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.674,False,Press cycle dwell time lengthened during high-volume batch.
-41475,2024-05-24 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,Vibration harmonics broadened during extended production run.
-41476,2024-05-24 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.119,False,Dust extraction fan offline for 18 minutes on line finishing.
-41477,2024-05-24 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.393,False,SCADA backfill inserted two delayed telemetry points.
-41478,2024-05-24 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.387,False,Supervisory alert generated after three consecutive threshold breaches.
-41479,2024-05-24 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.587,False,Humidity climbed during dock-door open period in afternoon shift.
-41480,2024-05-24 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.248,False,Bearing temperature rising faster than baseline on spindle cell.
-41481,2024-05-24 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.87,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41482,2024-05-24 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.071,False,Quality hold reduced finishing booth activity for one shift.
-41483,2024-05-24 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.336,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41484,2024-05-24 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.842,False,Night shift startup produced higher than normal vibration floor.
-41485,2024-05-24 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.598,False,SCADA backfill inserted two delayed telemetry points.
-41486,2024-05-24 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.419,False,Unbalanced load introduced cyclical pressure ripple.
-41487,2024-05-24 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.787,False,Telemetry quality flag downgraded during sensor self-test window.
-41488,2024-05-24 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.338,False,Vibration burst exceeds envelope during tool change cycle.
-41489,2024-05-24 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.52,False,Temperature variance narrowed after coolant nozzle cleaning.
-41490,2024-05-24 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.175,False,Humidity baseline improved after seal replacement.
-41491,2024-05-24 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.569,False,Humidity climbed during dock-door open period in afternoon shift.
-41492,2024-05-24 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.784,False,Sensor heartbeat delayed by one interval after gateway retry.
-41493,2024-05-24 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.58,False,Condensation warning cleared after dehumidifier ramp-up.
-41494,2024-05-24 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.6,False,Operator reset acknowledged after red-tag inspection.
-41495,2024-05-24 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.167,False,Night shift startup produced higher than normal vibration floor.
-41496,2024-05-24 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.163,False,Transient outlier matched forklift impact near cabinet wall.
-41497,2024-05-24 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.908,False,Operator reset acknowledged after red-tag inspection.
-41498,2024-05-24 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.146,False,Anomaly review flagged possible bearing wear progression.
-41499,2024-05-24 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.148,False,Quality hold reduced finishing booth activity for one shift.
-41500,2024-05-24 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.122,False,Sensor enclosure opened for manual calibration verification.
-41501,2024-05-24 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.15,False,Pressure peak corresponds to oversized billet batch processing.
-41502,2024-05-24 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.976,False,Humidity excursion near finishing booth during coating run.
-41503,2024-05-24 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.293,False,Bearing temperature rising faster than baseline on spindle cell.
-41504,2024-05-24 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.464,False,Sensor signal clipping observed during startup surge.
-41505,2024-05-24 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.543,False,Telemetry quality flag downgraded during sensor self-test window.
-41506,2024-05-24 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.195,False,Supervisory alert generated after three consecutive threshold breaches.
-41507,2024-05-24 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.571,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41508,2024-05-24 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.359,False,Coolant loop adjustment reduced chamber temperature spread.
-41509,2024-05-24 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.62,False,Unbalanced load introduced cyclical pressure ripple.
-41510,2024-05-24 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.089,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41511,2024-05-24 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.361,False,Packaging line stop reduced adjacent vibration background.
-41512,2024-05-24 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.927,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41513,2024-05-24 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.546,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41514,2024-05-24 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.557,False,Dust extraction fan offline for 18 minutes on line finishing.
-41515,2024-05-24 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.793,False,Condensation warning cleared after dehumidifier ramp-up.
-41516,2024-05-24 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.977,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41517,2024-05-24 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.239,False,Humidity excursion near finishing booth during coating run.
-41518,2024-05-24 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.536,False,Vibration burst exceeds envelope during tool change cycle.
-41519,2024-05-24 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.43,False,Sensor signal clipping observed during startup surge.
-41520,2024-05-24 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.286,False,Vibration harmonics broadened during extended production run.
-41521,2024-05-24 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.287,False,Warning threshold updated for pilot predictive-maintenance model.
-41522,2024-05-24 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.584,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41523,2024-05-24 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.641,False,Shift handoff note referenced unusual noise near press enclosure.
-41524,2024-05-24 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.075,False,Dust extraction fan offline for 18 minutes on line finishing.
-41525,2024-05-24 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.242,False,Sensor 3 drift suspected after cross-check with manual gauge.
-41526,2024-05-24 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.686,False,Thermal ramp exceeded expected warmup curve before shift start.
-41527,2024-05-24 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.432,False,Maintenance note logged for coupling imbalance inspection.
-41528,2024-05-24 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.985,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41529,2024-05-24 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Edge collector replayed buffered events after network recovery.
-41530,2024-05-24 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.416,False,Quality hold reduced finishing booth activity for one shift.
-41531,2024-05-24 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.126,False,Reliability engineer tagged sample window for model retraining.
-41532,2024-05-24 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.485,False,Pressure line purge completed before restart authorization.
-41533,2024-05-24 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.712,False,Operator reported intermittent chatter on machine CNC-04.
-41534,2024-05-24 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.141,False,Pressure peak corresponds to oversized billet batch processing.
-41535,2024-05-24 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.835,False,SCADA backfill inserted two delayed telemetry points.
-41536,2024-05-24 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.024,False,Machine throughput increase drove sustained pressure uplift.
-41537,2024-05-24 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.889,False,Sensor heartbeat delayed by one interval after gateway retry.
-41538,2024-05-24 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.58,False,Short-lived packet loss observed at edge gateway gw-02.
-41539,2024-05-24 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.96,False,Night shift startup produced higher than normal vibration floor.
-41540,2024-05-24 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.603,False,Vibration harmonics broadened during extended production run.
-41541,2024-05-24 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.3,False,Sensor battery health remains nominal after firmware update.
-41542,2024-05-24 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.321,False,Packaging line stop reduced adjacent vibration background.
-41543,2024-05-24 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.656,False,Quality hold reduced finishing booth activity for one shift.
-41544,2024-05-24 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.657,False,Warning threshold updated for pilot predictive-maintenance model.
-41545,2024-05-24 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.521,False,Humidity baseline improved after seal replacement.
-41546,2024-05-24 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.076,False,Operator reset acknowledged after red-tag inspection.
-41547,2024-05-24 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.968,False,Vibration baseline recovered after tool holder replacement.
-41548,2024-05-24 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.256,False,SCADA backfill inserted two delayed telemetry points.
-41549,2024-05-24 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.241,False,Machine throughput increase drove sustained pressure uplift.
-41550,2024-05-24 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.934,False,Press cycle dwell time lengthened during high-volume batch.
-41551,2024-05-24 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.199,False,Humidity readings track seasonal rise across late spring.
-41552,2024-05-24 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.255,False,Condensation warning cleared after dehumidifier ramp-up.
-41553,2024-05-24 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.714,False,Temperature variance narrowed after coolant nozzle cleaning.
-41554,2024-05-24 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.517,False,Vibration burst exceeds envelope during tool change cycle.
-41555,2024-05-24 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.739,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41556,2024-05-24 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.971,False,Night shift startup produced higher than normal vibration floor.
-41557,2024-05-24 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.948,False,Maintenance crew confirmed lubrication interval was missed.
-41558,2024-05-24 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.833,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41559,2024-05-24 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.872,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41560,2024-05-24 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.091,False,Sensor 3 drift suspected after cross-check with manual gauge.
-41561,2024-05-24 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.078,False,Calibration check overdue by 11 days for press-line transducer.
-41562,2024-05-24 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.547,False,Vibration burst exceeds envelope during tool change cycle.
-41563,2024-05-24 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.667,False,Transient outlier matched forklift impact near cabinet wall.
-41564,2024-05-24 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.918,False,Sensor heartbeat delayed by one interval after gateway retry.
-41565,2024-05-24 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.755,False,Thermal ramp exceeded expected warmup curve before shift start.
-41566,2024-05-24 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.632,False,Supervisory alert generated after three consecutive threshold breaches.
-41567,2024-05-24 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.77,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41568,2024-05-24 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.646,False,Humidity climbed during dock-door open period in afternoon shift.
-41569,2024-05-24 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.056,False,Thermal overshoot event coincided with recipe change on furnace.
-41570,2024-05-24 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.825,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41571,2024-05-24 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.052,False,Temperature variance narrowed after coolant nozzle cleaning.
-41572,2024-05-24 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.882,False,Bearing temperature rising faster than baseline on spindle cell.
-41573,2024-05-24 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.545,False,Thermal overshoot event coincided with recipe change on furnace.
-41574,2024-05-24 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.145,False,Temperature remained elevated during unscheduled overtime run.
-41575,2024-05-24 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.383,False,Temperature remained elevated during unscheduled overtime run.
-41576,2024-05-24 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.357,False,Vibration harmonics broadened during extended production run.
-41577,2024-05-24 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.725,False,Vibration harmonics broadened during extended production run.
-41578,2024-05-24 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.574,False,Packaging line stop reduced adjacent vibration background.
-41579,2024-05-24 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.305,False,Supervisory alert generated after three consecutive threshold breaches.
-41580,2024-05-24 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.609,False,Hydraulic line pressure oscillation detected under load.
-41581,2024-05-24 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.537,False,Transient outlier matched forklift impact near cabinet wall.
-41582,2024-05-24 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.514,False,Humidity excursion near finishing booth during coating run.
-41583,2024-05-24 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.086,False,Humidity climbed during dock-door open period in afternoon shift.
-41584,2024-05-24 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.731,False,Unbalanced load introduced cyclical pressure ripple.
-41585,2024-05-24 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.595,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41586,2024-05-24 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.972,False,Shift handoff note referenced unusual noise near press enclosure.
-41587,2024-05-24 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.834,False,Short-lived packet loss observed at edge gateway gw-02.
-41588,2024-05-24 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.712,False,Bearing temperature rising faster than baseline on spindle cell.
-41589,2024-05-24 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.336,False,Temporary gateway failover completed without data loss.
-41590,2024-05-24 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.335,False,Anomaly review flagged possible bearing wear progression.
-41591,2024-05-24 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.102,False,Calibration check overdue by 11 days for press-line transducer.
-41592,2024-05-24 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.933,False,Humidity climbed during dock-door open period in afternoon shift.
-41593,2024-05-24 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.22,False,Air handler maintenance reduced humidity variance on finishing line.
-41594,2024-05-24 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.45,False,Thermal overshoot event coincided with recipe change on furnace.
-41595,2024-05-24 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.156,False,Transient outlier matched forklift impact near cabinet wall.
-41596,2024-05-24 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.182,False,Short-lived packet loss observed at edge gateway gw-02.
-41597,2024-05-24 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.772,False,Reliability engineer tagged sample window for model retraining.
-41598,2024-05-24 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.197,False,Dust extraction fan offline for 18 minutes on line finishing.
-41599,2024-05-24 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.112,False,Shift handoff note referenced unusual noise near press enclosure.
-41600,2024-05-24 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.782,False,Machine throughput increase drove sustained pressure uplift.
-41601,2024-05-24 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.331,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41602,2024-05-24 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.671,False,Vibration baseline recovered after tool holder replacement.
-41603,2024-05-24 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.699,False,Sensor signal clipping observed during startup surge.
-41604,2024-05-24 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.845,False,Maintenance note logged for coupling imbalance inspection.
-41605,2024-05-24 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.511,False,Hydraulic line pressure oscillation detected under load.
-41606,2024-05-24 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.639,False,Pressure peak corresponds to oversized billet batch processing.
-41607,2024-05-24 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.727,False,Vibration baseline recovered after tool holder replacement.
-41608,2024-05-24 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.911,False,Pressure settled back to nominal after valve reseat.
-41609,2024-05-24 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.897,False,Night shift startup produced higher than normal vibration floor.
-41610,2024-05-24 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.274,False,Unbalanced load introduced cyclical pressure ripple.
-41611,2024-05-24 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.176,False,Maintenance crew confirmed lubrication interval was missed.
-41612,2024-05-24 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.072,False,Sensor signal clipping observed during startup surge.
-41613,2024-05-24 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.406,False,Maintenance note logged for coupling imbalance inspection.
-41614,2024-05-24 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.426,False,Quality team requested trace review for lot 24-118B.
-41615,2024-05-24 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.148,False,Press cycle dwell time lengthened during high-volume batch.
-41616,2024-05-24 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.922,False,Humidity readings track seasonal rise across late spring.
-41617,2024-05-24 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Packaging line stop reduced adjacent vibration background.
-41618,2024-05-24 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.064,False,Hydraulic line pressure oscillation detected under load.
-41619,2024-05-24 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.2,False,Pressure peak corresponds to oversized billet batch processing.
-41620,2024-05-24 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.445,False,Operator reported intermittent chatter on machine CNC-04.
-41621,2024-05-24 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.287,False,Bearing temperature rising faster than baseline on spindle cell.
-41622,2024-05-24 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.898,False,Warning threshold updated for pilot predictive-maintenance model.
-41623,2024-05-24 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.769,False,Maintenance note logged for coupling imbalance inspection.
-41624,2024-05-24 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.687,False,Vibration baseline recovered after tool holder replacement.
-41625,2024-05-24 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41626,2024-05-24 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.875,False,Temperature variance narrowed after coolant nozzle cleaning.
-41627,2024-05-24 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.623,False,Operator reset acknowledged after red-tag inspection.
-41628,2024-05-24 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.956,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41629,2024-05-24 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.752,False,Telemetry quality flag downgraded during sensor self-test window.
-41630,2024-05-24 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.611,False,Supervisory alert generated after three consecutive threshold breaches.
-41631,2024-05-24 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.8,False,Press cycle dwell time lengthened during high-volume batch.
-41632,2024-05-24 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.184,False,Condensation warning cleared after dehumidifier ramp-up.
-41633,2024-05-24 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.923,False,Humidity excursion near finishing booth during coating run.
-41634,2024-05-24 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.057,False,Quality team requested trace review for lot 24-118B.
-41635,2024-05-24 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.663,False,Bearing temperature rising faster than baseline on spindle cell.
-41636,2024-05-24 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.388,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41637,2024-05-24 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.331,False,Condensation warning cleared after dehumidifier ramp-up.
-41638,2024-05-24 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.416,False,Operator reported intermittent chatter on machine CNC-04.
-41639,2024-05-24 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.558,False,Quality hold reduced finishing booth activity for one shift.
-41640,2024-05-24 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.509,False,Hydraulic line pressure oscillation detected under load.
-41641,2024-05-24 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.737,False,Unbalanced load introduced cyclical pressure ripple.
-41642,2024-05-24 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.132,False,Vibration harmonics broadened during extended production run.
-41643,2024-05-24 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.687,False,Machine idle period extended during planned sanitation window.
-41644,2024-05-24 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.442,False,Hydraulic line pressure oscillation detected under load.
-41645,2024-05-24 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.718,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41646,2024-05-24 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.498,False,Hydraulic line pressure oscillation detected under load.
-41647,2024-05-24 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.766,False,Operator reset acknowledged after red-tag inspection.
-41648,2024-05-24 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.309,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41649,2024-05-24 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.971,False,Shift handoff note referenced unusual noise near press enclosure.
-41650,2024-05-24 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.239,False,Temporary gateway failover completed without data loss.
-41651,2024-05-24 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Pressure settled back to nominal after valve reseat.
-41652,2024-05-24 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.529,False,Reliability engineer tagged sample window for model retraining.
-41653,2024-05-24 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.251,False,Operator reported intermittent chatter on machine CNC-04.
-41654,2024-05-24 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.463,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41655,2024-05-24 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.505,False,Temperature variance narrowed after coolant nozzle cleaning.
-41656,2024-05-24 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.69,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41657,2024-05-24 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.836,False,Vibration harmonics broadened during extended production run.
-41658,2024-05-24 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.145,False,Sensor signal clipping observed during startup surge.
-41659,2024-05-24 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.99,False,Press cycle dwell time lengthened during high-volume batch.
-41660,2024-05-24 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.041,False,Quality hold reduced finishing booth activity for one shift.
-41661,2024-05-24 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.992,False,Press cycle dwell time lengthened during high-volume batch.
-41662,2024-05-24 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.838,False,Pressure line purge completed before restart authorization.
-41663,2024-05-24 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Humidity readings track seasonal rise across late spring.
-41664,2024-05-24 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.353,False,Sensor battery health remains nominal after firmware update.
-41665,2024-05-24 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.348,False,Coolant loop adjustment reduced chamber temperature spread.
-41666,2024-05-24 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.679,False,Unbalanced load introduced cyclical pressure ripple.
-41667,2024-05-24 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.97,False,SCADA backfill inserted two delayed telemetry points.
-41668,2024-05-24 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.984,False,Transient outlier matched forklift impact near cabinet wall.
-41669,2024-05-24 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.694,False,Press cycle dwell time lengthened during high-volume batch.
-41670,2024-05-24 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.776,False,Thermal ramp exceeded expected warmup curve before shift start.
-41671,2024-05-24 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.244,False,Short-lived packet loss observed at edge gateway gw-02.
-41672,2024-05-24 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.568,False,Humidity excursion near finishing booth during coating run.
-41673,2024-05-24 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.383,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41674,2024-05-24 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.386,False,Supervisory alert generated after three consecutive threshold breaches.
-41675,2024-05-24 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.129,False,Air handler maintenance reduced humidity variance on finishing line.
-41676,2024-05-24 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.799,False,Temperature remained elevated during unscheduled overtime run.
-41677,2024-05-24 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.089,False,Vibration burst exceeds envelope during tool change cycle.
-41678,2024-05-24 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.277,False,Vibration burst exceeds envelope during tool change cycle.
-41679,2024-05-24 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.473,False,Warning threshold updated for pilot predictive-maintenance model.
-41680,2024-05-24 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.755,False,Humidity readings track seasonal rise across late spring.
-41681,2024-05-24 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.335,False,Humidity baseline improved after seal replacement.
-41682,2024-05-24 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.386,False,Air handler maintenance reduced humidity variance on finishing line.
-41683,2024-05-24 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.711,False,Air handler maintenance reduced humidity variance on finishing line.
-41684,2024-05-24 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.771,False,Supervisory alert generated after three consecutive threshold breaches.
-41685,2024-05-24 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.428,False,Coolant loop adjustment reduced chamber temperature spread.
-41686,2024-05-24 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.235,False,Vibration burst exceeds envelope during tool change cycle.
-41687,2024-05-24 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.474,False,SCADA backfill inserted two delayed telemetry points.
-41688,2024-05-24 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.723,False,Operator reported intermittent chatter on machine CNC-04.
-41689,2024-05-24 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.877,False,Operator reported intermittent chatter on machine CNC-04.
-41690,2024-05-24 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.811,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41691,2024-05-24 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.061,False,Sensor enclosure opened for manual calibration verification.
-41692,2024-05-24 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.126,False,Pressure settled back to nominal after valve reseat.
-41693,2024-05-24 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.011,False,Quality hold reduced finishing booth activity for one shift.
-41694,2024-05-24 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.924,False,Edge collector replayed buffered events after network recovery.
-41695,2024-05-24 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.968,False,Quality team requested trace review for lot 24-118B.
-41696,2024-05-24 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,32.739,False,Sensor enclosure opened for manual calibration verification.
-41697,2024-05-24 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.04,False,Machine idle period extended during planned sanitation window.
-41698,2024-05-24 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.705,False,Machine throughput increase drove sustained pressure uplift.
-41699,2024-05-24 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.932,False,Maintenance note logged for coupling imbalance inspection.
-41700,2024-05-24 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.742,False,Sensor battery health remains nominal after firmware update.
-41701,2024-05-24 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.432,False,Temporary gateway failover completed without data loss.
-41702,2024-05-24 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.652,False,Operator reported intermittent chatter on machine CNC-04.
-41703,2024-05-24 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.649,False,Humidity readings track seasonal rise across late spring.
-41704,2024-05-24 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.279,False,Maintenance crew confirmed lubrication interval was missed.
-41705,2024-05-24 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41706,2024-05-24 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.789,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41707,2024-05-24 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.35,False,Supervisory alert generated after three consecutive threshold breaches.
-41708,2024-05-24 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.444,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41709,2024-05-24 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.805,False,Calibration check overdue by 11 days for press-line transducer.
-41710,2024-05-24 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.996,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41711,2024-05-24 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.556,False,Coolant loop adjustment reduced chamber temperature spread.
-41712,2024-05-24 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.826,False,Night shift startup produced higher than normal vibration floor.
-41713,2024-05-24 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.044,False,Pressure settled back to nominal after valve reseat.
-41714,2024-05-24 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.446,False,Humidity climbed during dock-door open period in afternoon shift.
-41715,2024-05-24 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.364,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41716,2024-05-24 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.063,False,Sensor 3 drift suspected after cross-check with manual gauge.
-41717,2024-05-24 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.143,False,Pressure peak corresponds to oversized billet batch processing.
-41718,2024-05-24 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.578,False,Dust extraction fan offline for 18 minutes on line finishing.
-41719,2024-05-24 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.033,False,Pressure line purge completed before restart authorization.
-41720,2024-05-24 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.045,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41721,2024-05-24 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.059,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41722,2024-05-24 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.377,False,Humidity climbed during dock-door open period in afternoon shift.
-41723,2024-05-24 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.346,False,Packaging line stop reduced adjacent vibration background.
-41724,2024-05-24 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.047,False,Sensor signal clipping observed during startup surge.
-41725,2024-05-24 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.058,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41726,2024-05-24 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.778,False,Shift handoff note referenced unusual noise near press enclosure.
-41727,2024-05-24 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Humidity readings track seasonal rise across late spring.
-41728,2024-05-24 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.342,False,Shift handoff note referenced unusual noise near press enclosure.
-41729,2024-05-24 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.879,False,Telemetry quality flag downgraded during sensor self-test window.
-41730,2024-05-24 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.532,False,Air handler maintenance reduced humidity variance on finishing line.
-41731,2024-05-24 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.347,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41732,2024-05-24 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.375,False,Reliability engineer tagged sample window for model retraining.
-41733,2024-05-24 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.464,False,Unbalanced load introduced cyclical pressure ripple.
-41734,2024-05-24 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.298,False,Vibration burst exceeds envelope during tool change cycle.
-41735,2024-05-24 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.234,False,Quality team requested trace review for lot 24-118B.
-41736,2024-05-24 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.161,False,Sensor signal clipping observed during startup surge.
-41737,2024-05-24 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.294,False,Pressure settled back to nominal after valve reseat.
-41738,2024-05-24 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.888,False,Machine idle period extended during planned sanitation window.
-41739,2024-05-24 22:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.919,False,Sensor enclosure opened for manual calibration verification.
-41740,2024-05-24 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.611,False,Humidity excursion near finishing booth during coating run.
-41741,2024-05-24 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.104,False,Sensor enclosure opened for manual calibration verification.
-41742,2024-05-24 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.41,False,Warning threshold updated for pilot predictive-maintenance model.
-41743,2024-05-24 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.556,False,Warning threshold updated for pilot predictive-maintenance model.
-41744,2024-05-24 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.388,False,Temperature variance narrowed after coolant nozzle cleaning.
-41745,2024-05-24 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.328,False,Dust extraction fan offline for 18 minutes on line finishing.
-41746,2024-05-24 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.471,False,Temperature variance narrowed after coolant nozzle cleaning.
-41747,2024-05-24 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.73,False,Operator reset acknowledged after red-tag inspection.
-41748,2024-05-24 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.329,False,Maintenance scheduler deferred calibration due to spare shortage.
-41749,2024-05-24 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.291,False,Edge collector replayed buffered events after network recovery.
-41750,2024-05-24 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.992,False,Pressure settled back to nominal after valve reseat.
-41751,2024-05-24 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.39,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41752,2024-05-24 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.031,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41753,2024-05-24 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.048,False,Sensor enclosure opened for manual calibration verification.
-41754,2024-05-24 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.216,False,Vibration burst exceeds envelope during tool change cycle.
-41755,2024-05-24 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.28,False,Temperature variance narrowed after coolant nozzle cleaning.
-41756,2024-05-24 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.904,False,Quality team requested trace review for lot 24-118B.
-41757,2024-05-24 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.761,False,Shift handoff note referenced unusual noise near press enclosure.
-41758,2024-05-24 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.25,False,Shift handoff note referenced unusual noise near press enclosure.
-41759,2024-05-24 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.837,False,Operator reset acknowledged after red-tag inspection.
-41760,2024-05-24 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.043,False,Edge collector replayed buffered events after network recovery.
-41761,2024-05-25 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.087,False,Air handler maintenance reduced humidity variance on finishing line.
-41762,2024-05-25 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.797,False,Humidity readings track seasonal rise across late spring.
-41763,2024-05-25 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.549,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41764,2024-05-25 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.966,False,Maintenance scheduler deferred calibration due to spare shortage.
-41765,2024-05-25 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.476,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41766,2024-05-25 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.158,False,Unbalanced load introduced cyclical pressure ripple.
-41767,2024-05-25 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.642,False,Telemetry quality flag downgraded during sensor self-test window.
-41768,2024-05-25 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.972,False,Machine throughput increase drove sustained pressure uplift.
-41769,2024-05-25 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.832,False,Humidity baseline improved after seal replacement.
-41770,2024-05-25 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.726,False,Unbalanced load introduced cyclical pressure ripple.
-41771,2024-05-25 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.24,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41772,2024-05-25 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.578,False,Unbalanced load introduced cyclical pressure ripple.
-41773,2024-05-25 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.555,False,Humidity excursion near finishing booth during coating run.
-41774,2024-05-25 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.932,False,Pressure peak corresponds to oversized billet batch processing.
-41775,2024-05-25 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.683,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41776,2024-05-25 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.28,False,Hydraulic line pressure oscillation detected under load.
-41777,2024-05-25 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.611,False,Temperature variance narrowed after coolant nozzle cleaning.
-41778,2024-05-25 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.453,False,Maintenance note logged for coupling imbalance inspection.
-41779,2024-05-25 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.044,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41780,2024-05-25 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.604,False,Shift handoff note referenced unusual noise near press enclosure.
-41781,2024-05-25 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.971,False,Sensor enclosure opened for manual calibration verification.
-41782,2024-05-25 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.698,False,Thermal ramp exceeded expected warmup curve before shift start.
-41783,2024-05-25 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.504,False,Reliability engineer tagged sample window for model retraining.
-41784,2024-05-25 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.435,False,Condensation warning cleared after dehumidifier ramp-up.
-41785,2024-05-25 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Humidity climbed during dock-door open period in afternoon shift.
-41786,2024-05-25 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.968,False,Sensor battery health remains nominal after firmware update.
-41787,2024-05-25 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.713,False,Temporary gateway failover completed without data loss.
-41788,2024-05-25 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.914,False,Sensor heartbeat delayed by one interval after gateway retry.
-41789,2024-05-25 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.446,False,Humidity climbed during dock-door open period in afternoon shift.
-41790,2024-05-25 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.967,False,Humidity baseline improved after seal replacement.
-41791,2024-05-25 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.191,False,Thermal overshoot event coincided with recipe change on furnace.
-41792,2024-05-25 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.355,False,Night shift startup produced higher than normal vibration floor.
-41793,2024-05-25 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Shift handoff note referenced unusual noise near press enclosure.
-41794,2024-05-25 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.389,False,Maintenance scheduler deferred calibration due to spare shortage.
-41795,2024-05-25 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.834,False,Condensation warning cleared after dehumidifier ramp-up.
-41796,2024-05-25 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.72,False,Vibration baseline recovered after tool holder replacement.
-41797,2024-05-25 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.252,False,Dust extraction fan offline for 18 minutes on line finishing.
-41798,2024-05-25 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.808,False,Quality team requested trace review for lot 24-118B.
-41799,2024-05-25 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.407,False,Sensor heartbeat delayed by one interval after gateway retry.
-41800,2024-05-25 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.724,False,Humidity climbed during dock-door open period in afternoon shift.
-41801,2024-05-25 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.746,False,Maintenance scheduler deferred calibration due to spare shortage.
-41802,2024-05-25 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.441,False,Supervisory alert generated after three consecutive threshold breaches.
-41803,2024-05-25 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.488,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41804,2024-05-25 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.401,False,Bearing temperature rising faster than baseline on spindle cell.
-41805,2024-05-25 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.516,False,Calibration check overdue by 11 days for press-line transducer.
-41806,2024-05-25 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.552,False,Sensor 3 drift suspected after cross-check with manual gauge.
-41807,2024-05-25 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.648,False,Reliability engineer tagged sample window for model retraining.
-41808,2024-05-25 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.769,False,Anomaly review flagged possible bearing wear progression.
-41809,2024-05-25 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.027,False,Operator reset acknowledged after red-tag inspection.
-41810,2024-05-25 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.815,False,Maintenance note logged for coupling imbalance inspection.
-41811,2024-05-25 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.73,False,Temperature remained elevated during unscheduled overtime run.
-41812,2024-05-25 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.358,False,Temperature remained elevated during unscheduled overtime run.
-41813,2024-05-25 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.93,False,Quality team requested trace review for lot 24-118B.
-41814,2024-05-25 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.619,False,Reliability engineer tagged sample window for model retraining.
-41815,2024-05-25 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Humidity climbed during dock-door open period in afternoon shift.
-41816,2024-05-25 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.444,False,Telemetry quality flag downgraded during sensor self-test window.
-41817,2024-05-25 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.397,False,Telemetry quality flag downgraded during sensor self-test window.
-41818,2024-05-25 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.637,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41819,2024-05-25 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.408,False,Vibration harmonics broadened during extended production run.
-41820,2024-05-25 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.543,False,SCADA backfill inserted two delayed telemetry points.
-41821,2024-05-25 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.162,False,Sensor 3 drift suspected after cross-check with manual gauge.
-41822,2024-05-25 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.393,False,Humidity readings track seasonal rise across late spring.
-41823,2024-05-25 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.454,False,Maintenance scheduler deferred calibration due to spare shortage.
-41824,2024-05-25 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.423,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41825,2024-05-25 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.533,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41826,2024-05-25 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.728,False,Press cycle dwell time lengthened during high-volume batch.
-41827,2024-05-25 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.167,False,Temperature remained elevated during unscheduled overtime run.
-41828,2024-05-25 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.632,False,Warning threshold updated for pilot predictive-maintenance model.
-41829,2024-05-25 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.648,False,Pressure settled back to nominal after valve reseat.
-41830,2024-05-25 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.074,False,Supervisory alert generated after three consecutive threshold breaches.
-41831,2024-05-25 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.032,False,Humidity baseline improved after seal replacement.
-41832,2024-05-25 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.563,False,Thermal ramp exceeded expected warmup curve before shift start.
-41833,2024-05-25 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.85,False,Humidity baseline improved after seal replacement.
-41834,2024-05-25 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.622,False,Packaging line stop reduced adjacent vibration background.
-41835,2024-05-25 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.023,False,Thermal overshoot event coincided with recipe change on furnace.
-41836,2024-05-25 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.625,False,Maintenance note logged for coupling imbalance inspection.
-41837,2024-05-25 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.826,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41838,2024-05-25 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.87,False,Quality hold reduced finishing booth activity for one shift.
-41839,2024-05-25 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.047,False,Vibration burst exceeds envelope during tool change cycle.
-41840,2024-05-25 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.303,False,Warning threshold updated for pilot predictive-maintenance model.
-41841,2024-05-25 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.69,False,Short-lived packet loss observed at edge gateway gw-02.
-41842,2024-05-25 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.771,False,Sensor battery health remains nominal after firmware update.
-41843,2024-05-25 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.416,False,Shift handoff note referenced unusual noise near press enclosure.
-41844,2024-05-25 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.041,False,Sensor battery health remains nominal after firmware update.
-41845,2024-05-25 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Quality hold reduced finishing booth activity for one shift.
-41846,2024-05-25 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.699,False,Coolant loop adjustment reduced chamber temperature spread.
-41847,2024-05-25 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.302,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41848,2024-05-25 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.207,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41849,2024-05-25 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.023,False,Thermal overshoot event coincided with recipe change on furnace.
-41850,2024-05-25 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.316,False,Reliability engineer tagged sample window for model retraining.
-41851,2024-05-25 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.284,False,Operator reported intermittent chatter on machine CNC-04.
-41852,2024-05-25 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.348,False,Maintenance crew confirmed lubrication interval was missed.
-41853,2024-05-25 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.339,False,Quality team requested trace review for lot 24-118B.
-41854,2024-05-25 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.871,False,Calibration check overdue by 11 days for press-line transducer.
-41855,2024-05-25 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.392,False,Packaging line stop reduced adjacent vibration background.
-41856,2024-05-25 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.699,False,Sensor signal clipping observed during startup surge.
-41857,2024-05-25 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.072,False,Operator reported intermittent chatter on machine CNC-04.
-41858,2024-05-25 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.121,False,Sensor heartbeat delayed by one interval after gateway retry.
-41859,2024-05-25 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.618,False,Quality hold reduced finishing booth activity for one shift.
-41860,2024-05-25 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.762,False,Sensor enclosure opened for manual calibration verification.
-41861,2024-05-25 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.883,False,Dust extraction fan offline for 18 minutes on line finishing.
-41862,2024-05-25 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.251,False,Shift handoff note referenced unusual noise near press enclosure.
-41863,2024-05-25 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.477,False,Sensor enclosure opened for manual calibration verification.
-41864,2024-05-25 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.77,False,Supervisory alert generated after three consecutive threshold breaches.
-41865,2024-05-25 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Thermal overshoot event coincided with recipe change on furnace.
-41866,2024-05-25 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.576,False,Edge collector replayed buffered events after network recovery.
-41867,2024-05-25 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.097,False,Vibration burst exceeds envelope during tool change cycle.
-41868,2024-05-25 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.329,False,Vibration baseline recovered after tool holder replacement.
-41869,2024-05-25 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.247,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41870,2024-05-25 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.022,False,Pressure peak corresponds to oversized billet batch processing.
-41871,2024-05-25 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41872,2024-05-25 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.808,False,Maintenance crew confirmed lubrication interval was missed.
-41873,2024-05-25 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.4,False,Vibration baseline recovered after tool holder replacement.
-41874,2024-05-25 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.425,False,Transient outlier matched forklift impact near cabinet wall.
-41875,2024-05-25 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.372,False,Humidity readings track seasonal rise across late spring.
-41876,2024-05-25 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.415,False,Humidity readings track seasonal rise across late spring.
-41877,2024-05-25 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.96,False,Dust extraction fan offline for 18 minutes on line finishing.
-41878,2024-05-25 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.408,False,Press cycle dwell time lengthened during high-volume batch.
-41879,2024-05-25 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.44,False,Coolant loop adjustment reduced chamber temperature spread.
-41880,2024-05-25 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.034,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41881,2024-05-25 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.924,False,Humidity excursion near finishing booth during coating run.
-41882,2024-05-25 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.965,False,Vibration baseline recovered after tool holder replacement.
-41883,2024-05-25 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.356,False,Bearing temperature rising faster than baseline on spindle cell.
-41884,2024-05-25 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.381,False,SCADA backfill inserted two delayed telemetry points.
-41885,2024-05-25 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Sensor enclosure opened for manual calibration verification.
-41886,2024-05-25 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.056,False,Dust extraction fan offline for 18 minutes on line finishing.
-41887,2024-05-25 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.01,False,Sensor battery health remains nominal after firmware update.
-41888,2024-05-25 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.931,False,Humidity excursion near finishing booth during coating run.
-41889,2024-05-25 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Anomaly review flagged possible bearing wear progression.
-41890,2024-05-25 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.152,False,Operator reset acknowledged after red-tag inspection.
-41891,2024-05-25 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.633,False,Temperature remained elevated during unscheduled overtime run.
-41892,2024-05-25 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.034,False,Temporary gateway failover completed without data loss.
-41893,2024-05-25 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.052,False,Pressure settled back to nominal after valve reseat.
-41894,2024-05-25 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.277,False,Anomaly review flagged possible bearing wear progression.
-41895,2024-05-25 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Sensor signal clipping observed during startup surge.
-41896,2024-05-25 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.427,False,Bearing temperature rising faster than baseline on spindle cell.
-41897,2024-05-25 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.452,False,Sensor battery health remains nominal after firmware update.
-41898,2024-05-25 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.554,False,Sensor 3 drift suspected after cross-check with manual gauge.
-41899,2024-05-25 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.799,False,Reliability engineer tagged sample window for model retraining.
-41900,2024-05-25 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.546,False,Edge collector replayed buffered events after network recovery.
-41901,2024-05-25 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.033,False,Operator reset acknowledged after red-tag inspection.
-41902,2024-05-25 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.441,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41903,2024-05-25 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.405,False,Coolant loop adjustment reduced chamber temperature spread.
-41904,2024-05-25 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.629,False,Dust extraction fan offline for 18 minutes on line finishing.
-41905,2024-05-25 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.845,False,Night shift startup produced higher than normal vibration floor.
-41906,2024-05-25 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.768,False,Sensor signal clipping observed during startup surge.
-41907,2024-05-25 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.567,False,Vibration harmonics broadened during extended production run.
-41908,2024-05-25 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,24.559,False,Pressure settled back to nominal after valve reseat.
-41909,2024-05-25 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.423,False,Air handler maintenance reduced humidity variance on finishing line.
-41910,2024-05-25 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.409,False,Thermal ramp exceeded expected warmup curve before shift start.
-41911,2024-05-25 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.25,False,Maintenance scheduler deferred calibration due to spare shortage.
-41912,2024-05-25 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.23,False,Reliability engineer tagged sample window for model retraining.
-41913,2024-05-25 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.115,False,Sensor battery health remains nominal after firmware update.
-41914,2024-05-25 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.231,False,Operator reset acknowledged after red-tag inspection.
-41915,2024-05-25 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.857,False,Air handler maintenance reduced humidity variance on finishing line.
-41916,2024-05-25 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.532,False,Shift handoff note referenced unusual noise near press enclosure.
-41917,2024-05-25 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.55,False,Air handler maintenance reduced humidity variance on finishing line.
-41918,2024-05-25 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.544,False,Humidity baseline improved after seal replacement.
-41919,2024-05-25 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.879,False,Coolant loop adjustment reduced chamber temperature spread.
-41920,2024-05-25 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.103,False,Night shift startup produced higher than normal vibration floor.
-41921,2024-05-25 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.271,False,Ambient temperature stabilized after HVAC stage-two engagement.
-41922,2024-05-25 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.331,False,Telemetry quality flag downgraded during sensor self-test window.
-41923,2024-05-25 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.064,False,Condensation warning cleared after dehumidifier ramp-up.
-41924,2024-05-25 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.619,False,Supervisory alert generated after three consecutive threshold breaches.
-41925,2024-05-25 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.155,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-41926,2024-05-25 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.048,False,Sensor signal clipping observed during startup surge.
-41927,2024-05-25 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.465,False,Vibration harmonics broadened during extended production run.
-41928,2024-05-25 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.701,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41929,2024-05-25 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.477,False,Thermal overshoot event coincided with recipe change on furnace.
-41930,2024-05-25 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.829,False,Packaging line stop reduced adjacent vibration background.
-41931,2024-05-25 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.613,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-41932,2024-05-25 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.466,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41933,2024-05-25 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.314,False,Temperature variance narrowed after coolant nozzle cleaning.
-41934,2024-05-25 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.172,False,Night shift startup produced higher than normal vibration floor.
-41935,2024-05-25 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.467,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41936,2024-05-25 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.172,False,Humidity climbed during dock-door open period in afternoon shift.
-41937,2024-05-25 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.446,False,Reliability engineer tagged sample window for model retraining.
-41938,2024-05-25 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.172,False,Humidity readings track seasonal rise across late spring.
-41939,2024-05-25 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.82,False,Humidity readings track seasonal rise across late spring.
-41940,2024-05-25 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.73,False,Compressed air fluctuation introduced pressure noise for two cycles.
-41941,2024-05-25 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.896,False,Vibration baseline recovered after tool holder replacement.
-41942,2024-05-25 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.295,False,Sensor 3 drift suspected after cross-check with manual gauge.
-41943,2024-05-25 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Coolant loop adjustment reduced chamber temperature spread.
-41944,2024-05-25 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.232,False,Humidity baseline improved after seal replacement.
-41945,2024-05-25 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.938,False,Maintenance note logged for coupling imbalance inspection.
-41946,2024-05-25 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.959,False,Temporary gateway failover completed without data loss.
-41947,2024-05-25 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.955,False,Vibration burst exceeds envelope during tool change cycle.
-41948,2024-05-25 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.812,False,Operator reset acknowledged after red-tag inspection.
-41949,2024-05-25 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.524,False,Humidity readings track seasonal rise across late spring.
-41950,2024-05-25 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.779,False,Warning threshold updated for pilot predictive-maintenance model.
-41951,2024-05-25 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.454,False,Machine idle period extended during planned sanitation window.
-41952,2024-05-25 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.875,False,Operator reset acknowledged after red-tag inspection.
-41953,2024-05-25 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.499,False,Pressure peak corresponds to oversized billet batch processing.
-41954,2024-05-25 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.194,False,Vibration baseline recovered after tool holder replacement.
-41955,2024-05-25 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.403,False,Sensor enclosure opened for manual calibration verification.
-41956,2024-05-25 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,35.078,False,Humidity readings track seasonal rise across late spring.
-41957,2024-05-25 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.994,False,Heat-treat furnace door cycling increased localized temperature spikes.
-41958,2024-05-25 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.915,False,Temporary gateway failover completed without data loss.
-41959,2024-05-25 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.501,False,Vibration baseline recovered after tool holder replacement.
-41960,2024-05-25 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.886,False,Coolant loop adjustment reduced chamber temperature spread.
-41961,2024-05-25 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.482,False,Reliability engineer tagged sample window for model retraining.
-41962,2024-05-25 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.159,False,SCADA backfill inserted two delayed telemetry points.
-41963,2024-05-25 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.826,False,Telemetry quality flag downgraded during sensor self-test window.
-41964,2024-05-25 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.904,False,Vibration burst exceeds envelope during tool change cycle.
-41965,2024-05-25 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Humidity readings track seasonal rise across late spring.
-41966,2024-05-25 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.455,False,Pressure settled back to nominal after valve reseat.
-41967,2024-05-25 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.688,False,Sensor heartbeat delayed by one interval after gateway retry.
-41968,2024-05-25 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.804,False,Maintenance crew confirmed lubrication interval was missed.
-41969,2024-05-25 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.386,False,SCADA backfill inserted two delayed telemetry points.
-41970,2024-05-25 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.776,False,Pressure peak corresponds to oversized billet batch processing.
-41971,2024-05-25 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.484,False,Sensor enclosure opened for manual calibration verification.
-41972,2024-05-25 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.299,False,Machine idle period extended during planned sanitation window.
-41973,2024-05-25 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Sensor enclosure opened for manual calibration verification.
-41974,2024-05-25 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.468,False,Unbalanced load introduced cyclical pressure ripple.
-41975,2024-05-25 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.135,False,Temporary gateway failover completed without data loss.
-41976,2024-05-25 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.286,False,Telemetry quality flag downgraded during sensor self-test window.
-41977,2024-05-25 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.513,False,Temperature variance narrowed after coolant nozzle cleaning.
-41978,2024-05-25 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.703,False,Air handler maintenance reduced humidity variance on finishing line.
-41979,2024-05-25 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.125,False,Pressure peak corresponds to oversized billet batch processing.
-41980,2024-05-25 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.55,False,Humidity readings track seasonal rise across late spring.
-41981,2024-05-25 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.366,False,Dust extraction fan offline for 18 minutes on line finishing.
-41982,2024-05-25 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.389,False,Reliability engineer tagged sample window for model retraining.
-41983,2024-05-25 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.49,False,Coolant loop adjustment reduced chamber temperature spread.
-41984,2024-05-25 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.212,False,Thermal ramp exceeded expected warmup curve before shift start.
-41985,2024-05-25 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.193,False,Night shift startup produced higher than normal vibration floor.
-41986,2024-05-25 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.431,False,Short-lived packet loss observed at edge gateway gw-02.
-41987,2024-05-25 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.277,False,Maintenance crew confirmed lubrication interval was missed.
-41988,2024-05-25 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.743,False,Sensor battery health remains nominal after firmware update.
-41989,2024-05-25 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.512,False,Machine throughput increase drove sustained pressure uplift.
-41990,2024-05-25 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.379,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-41991,2024-05-25 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.287,False,Humidity baseline improved after seal replacement.
-41992,2024-05-25 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.438,False,Night shift startup produced higher than normal vibration floor.
-41993,2024-05-25 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.919,False,Shift handoff note referenced unusual noise near press enclosure.
-41994,2024-05-25 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.412,False,Operator reset acknowledged after red-tag inspection.
-41995,2024-05-25 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.133,False,Shift handoff note referenced unusual noise near press enclosure.
-41996,2024-05-25 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.893,False,Maintenance scheduler deferred calibration due to spare shortage.
-41997,2024-05-25 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.142,False,Quality hold reduced finishing booth activity for one shift.
-41998,2024-05-25 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.215,False,Vibration burst exceeds envelope during tool change cycle.
-41999,2024-05-25 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.924,False,Supervisory alert generated after three consecutive threshold breaches.
-42000,2024-05-25 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.749,False,Air handler maintenance reduced humidity variance on finishing line.
-42001,2024-05-25 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.441,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42002,2024-05-25 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.386,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42003,2024-05-25 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.731,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42004,2024-05-25 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.637,False,Vibration harmonics broadened during extended production run.
-42005,2024-05-25 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.095,False,Sensor battery health remains nominal after firmware update.
-42006,2024-05-25 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.787,False,Unbalanced load introduced cyclical pressure ripple.
-42007,2024-05-25 20:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.954,False,Humidity baseline improved after seal replacement.
-42008,2024-05-25 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.217,False,Maintenance crew confirmed lubrication interval was missed.
-42009,2024-05-25 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.913,False,Pressure peak corresponds to oversized billet batch processing.
-42010,2024-05-25 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.588,False,Machine throughput increase drove sustained pressure uplift.
-42011,2024-05-25 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.383,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42012,2024-05-25 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,23.783,False,Maintenance note logged for coupling imbalance inspection.
-42013,2024-05-25 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.763,False,Shift handoff note referenced unusual noise near press enclosure.
-42014,2024-05-25 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.132,False,Dust extraction fan offline for 18 minutes on line finishing.
-42015,2024-05-25 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.594,False,Coolant loop adjustment reduced chamber temperature spread.
-42016,2024-05-25 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.915,False,Calibration check overdue by 11 days for press-line transducer.
-42017,2024-05-25 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.407,False,Humidity baseline improved after seal replacement.
-42018,2024-05-25 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.777,False,Humidity baseline improved after seal replacement.
-42019,2024-05-25 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.109,False,Sensor signal clipping observed during startup surge.
-42020,2024-05-25 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.256,False,Pressure line purge completed before restart authorization.
-42021,2024-05-25 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.914,False,Supervisory alert generated after three consecutive threshold breaches.
-42022,2024-05-25 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.693,False,Pressure peak corresponds to oversized billet batch processing.
-42023,2024-05-25 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.534,False,Humidity baseline improved after seal replacement.
-42024,2024-05-25 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.012,False,Vibration harmonics broadened during extended production run.
-42025,2024-05-25 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.696,False,Pressure settled back to nominal after valve reseat.
-42026,2024-05-25 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.166,False,Maintenance scheduler deferred calibration due to spare shortage.
-42027,2024-05-25 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.996,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42028,2024-05-25 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.436,False,Humidity readings track seasonal rise across late spring.
-42029,2024-05-25 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Humidity excursion near finishing booth during coating run.
-42030,2024-05-25 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.359,False,Humidity excursion near finishing booth during coating run.
-42031,2024-05-25 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.119,False,Edge collector replayed buffered events after network recovery.
-42032,2024-05-25 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.261,False,Press cycle dwell time lengthened during high-volume batch.
-42033,2024-05-25 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.924,False,Hydraulic line pressure oscillation detected under load.
-42034,2024-05-25 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.103,False,Sensor heartbeat delayed by one interval after gateway retry.
-42035,2024-05-25 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.512,False,Maintenance note logged for coupling imbalance inspection.
-42036,2024-05-25 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.936,False,Thermal overshoot event coincided with recipe change on furnace.
-42037,2024-05-25 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.254,False,Pressure peak corresponds to oversized billet batch processing.
-42038,2024-05-25 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.722,False,Edge collector replayed buffered events after network recovery.
-42039,2024-05-25 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.933,False,Bearing temperature rising faster than baseline on spindle cell.
-42040,2024-05-25 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.981,False,Vibration baseline recovered after tool holder replacement.
-42041,2024-05-25 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.806,False,Pressure settled back to nominal after valve reseat.
-42042,2024-05-25 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.619,False,Packaging line stop reduced adjacent vibration background.
-42043,2024-05-25 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.227,False,Sensor heartbeat delayed by one interval after gateway retry.
-42044,2024-05-25 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.014,False,Vibration harmonics broadened during extended production run.
-42045,2024-05-25 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Transient outlier matched forklift impact near cabinet wall.
-42046,2024-05-25 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.058,False,Bearing temperature rising faster than baseline on spindle cell.
-42047,2024-05-25 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.419,False,Thermal ramp exceeded expected warmup curve before shift start.
-42048,2024-05-25 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.086,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42049,2024-05-26 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.846,False,Vibration harmonics broadened during extended production run.
-42050,2024-05-26 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.158,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42051,2024-05-26 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.417,False,Thermal ramp exceeded expected warmup curve before shift start.
-42052,2024-05-26 00:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,45.71,False,Humidity climbed during dock-door open period in afternoon shift.
-42053,2024-05-26 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.054,False,Operator reset acknowledged after red-tag inspection.
-42054,2024-05-26 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.751,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42055,2024-05-26 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.959,False,Thermal overshoot event coincided with recipe change on furnace.
-42056,2024-05-26 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.445,False,Unbalanced load introduced cyclical pressure ripple.
-42057,2024-05-26 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.607,False,Sensor enclosure opened for manual calibration verification.
-42058,2024-05-26 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.061,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42059,2024-05-26 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.561,False,Vibration burst exceeds envelope during tool change cycle.
-42060,2024-05-26 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.998,False,Humidity baseline improved after seal replacement.
-42061,2024-05-26 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.539,False,Operator reported intermittent chatter on machine CNC-04.
-42062,2024-05-26 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.031,False,Sensor signal clipping observed during startup surge.
-42063,2024-05-26 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.095,False,Humidity excursion near finishing booth during coating run.
-42064,2024-05-26 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.342,False,Reliability engineer tagged sample window for model retraining.
-42065,2024-05-26 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Sensor heartbeat delayed by one interval after gateway retry.
-42066,2024-05-26 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.733,False,Dust extraction fan offline for 18 minutes on line finishing.
-42067,2024-05-26 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.225,False,Humidity excursion near finishing booth during coating run.
-42068,2024-05-26 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.464,False,Press cycle dwell time lengthened during high-volume batch.
-42069,2024-05-26 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.43,False,Reliability engineer tagged sample window for model retraining.
-42070,2024-05-26 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.157,False,Hydraulic line pressure oscillation detected under load.
-42071,2024-05-26 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.586,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42072,2024-05-26 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.267,False,Telemetry quality flag downgraded during sensor self-test window.
-42073,2024-05-26 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.689,False,Maintenance crew confirmed lubrication interval was missed.
-42074,2024-05-26 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.515,False,Hydraulic line pressure oscillation detected under load.
-42075,2024-05-26 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.851,False,Condensation warning cleared after dehumidifier ramp-up.
-42076,2024-05-26 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.527,False,Bearing temperature rising faster than baseline on spindle cell.
-42077,2024-05-26 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.622,False,Humidity baseline improved after seal replacement.
-42078,2024-05-26 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.561,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42079,2024-05-26 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.974,False,Pressure peak corresponds to oversized billet batch processing.
-42080,2024-05-26 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.459,False,Warning threshold updated for pilot predictive-maintenance model.
-42081,2024-05-26 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.33,False,Operator reported intermittent chatter on machine CNC-04.
-42082,2024-05-26 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.082,False,Anomaly review flagged possible bearing wear progression.
-42083,2024-05-26 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.902,False,Humidity baseline improved after seal replacement.
-42084,2024-05-26 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.375,False,Dust extraction fan offline for 18 minutes on line finishing.
-42085,2024-05-26 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Warning threshold updated for pilot predictive-maintenance model.
-42086,2024-05-26 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.808,False,Temporary gateway failover completed without data loss.
-42087,2024-05-26 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.118,False,Thermal overshoot event coincided with recipe change on furnace.
-42088,2024-05-26 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,43.32,False,Pressure peak corresponds to oversized billet batch processing.
-42089,2024-05-26 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.363,False,SCADA backfill inserted two delayed telemetry points.
-42090,2024-05-26 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.2,False,Humidity baseline improved after seal replacement.
-42091,2024-05-26 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.309,False,Quality hold reduced finishing booth activity for one shift.
-42092,2024-05-26 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.211,False,Pressure peak corresponds to oversized billet batch processing.
-42093,2024-05-26 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.016,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42094,2024-05-26 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.464,False,Maintenance note logged for coupling imbalance inspection.
-42095,2024-05-26 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.105,False,Press cycle dwell time lengthened during high-volume batch.
-42096,2024-05-26 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.834,False,Press cycle dwell time lengthened during high-volume batch.
-42097,2024-05-26 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.476,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42098,2024-05-26 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.131,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42099,2024-05-26 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.747,False,Machine idle period extended during planned sanitation window.
-42100,2024-05-26 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.53,False,Sensor signal clipping observed during startup surge.
-42101,2024-05-26 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.524,False,Maintenance crew confirmed lubrication interval was missed.
-42102,2024-05-26 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.206,False,Vibration burst exceeds envelope during tool change cycle.
-42103,2024-05-26 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.428,False,Pressure peak corresponds to oversized billet batch processing.
-42104,2024-05-26 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.385,False,Vibration harmonics broadened during extended production run.
-42105,2024-05-26 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.713,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42106,2024-05-26 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.628,False,Warning threshold updated for pilot predictive-maintenance model.
-42107,2024-05-26 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.465,False,Maintenance crew confirmed lubrication interval was missed.
-42108,2024-05-26 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.713,False,Edge collector replayed buffered events after network recovery.
-42109,2024-05-26 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.626,False,Sensor heartbeat delayed by one interval after gateway retry.
-42110,2024-05-26 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.215,False,Night shift startup produced higher than normal vibration floor.
-42111,2024-05-26 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.729,False,Short-lived packet loss observed at edge gateway gw-02.
-42112,2024-05-26 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.848,False,Night shift startup produced higher than normal vibration floor.
-42113,2024-05-26 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.205,False,Vibration harmonics broadened during extended production run.
-42114,2024-05-26 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.334,False,Humidity climbed during dock-door open period in afternoon shift.
-42115,2024-05-26 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.986,False,Maintenance crew confirmed lubrication interval was missed.
-42116,2024-05-26 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.991,False,Thermal ramp exceeded expected warmup curve before shift start.
-42117,2024-05-26 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.904,False,Maintenance crew confirmed lubrication interval was missed.
-42118,2024-05-26 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.06,False,Humidity readings track seasonal rise across late spring.
-42119,2024-05-26 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.549,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42120,2024-05-26 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.231,False,Machine throughput increase drove sustained pressure uplift.
-42121,2024-05-26 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.203,False,Telemetry quality flag downgraded during sensor self-test window.
-42122,2024-05-26 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.185,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42123,2024-05-26 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.295,False,Transient outlier matched forklift impact near cabinet wall.
-42124,2024-05-26 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.482,False,Pressure line purge completed before restart authorization.
-42125,2024-05-26 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.604,False,Night shift startup produced higher than normal vibration floor.
-42126,2024-05-26 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.119,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42127,2024-05-26 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.032,False,Machine idle period extended during planned sanitation window.
-42128,2024-05-26 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.582,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42129,2024-05-26 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.143,False,Dust extraction fan offline for 18 minutes on line finishing.
-42130,2024-05-26 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.008,False,Pressure settled back to nominal after valve reseat.
-42131,2024-05-26 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.205,False,Operator reported intermittent chatter on machine CNC-04.
-42132,2024-05-26 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.811,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42133,2024-05-26 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.433,False,Air handler maintenance reduced humidity variance on finishing line.
-42134,2024-05-26 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.941,False,Air handler maintenance reduced humidity variance on finishing line.
-42135,2024-05-26 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.691,False,Quality team requested trace review for lot 24-118B.
-42136,2024-05-26 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.617,False,Dust extraction fan offline for 18 minutes on line finishing.
-42137,2024-05-26 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.82,False,Night shift startup produced higher than normal vibration floor.
-42138,2024-05-26 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.974,False,Thermal overshoot event coincided with recipe change on furnace.
-42139,2024-05-26 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.905,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42140,2024-05-26 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.349,False,Anomaly review flagged possible bearing wear progression.
-42141,2024-05-26 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.554,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42142,2024-05-26 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.019,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42143,2024-05-26 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.178,False,Telemetry quality flag downgraded during sensor self-test window.
-42144,2024-05-26 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.643,False,Calibration check overdue by 11 days for press-line transducer.
-42145,2024-05-26 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.073,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42146,2024-05-26 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.688,False,Warning threshold updated for pilot predictive-maintenance model.
-42147,2024-05-26 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.654,False,Calibration check overdue by 11 days for press-line transducer.
-42148,2024-05-26 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.056,False,Maintenance note logged for coupling imbalance inspection.
-42149,2024-05-26 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.029,False,Bearing temperature rising faster than baseline on spindle cell.
-42150,2024-05-26 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.354,False,Sensor heartbeat delayed by one interval after gateway retry.
-42151,2024-05-26 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.566,False,Operator reset acknowledged after red-tag inspection.
-42152,2024-05-26 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.2,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42153,2024-05-26 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.46,False,Transient outlier matched forklift impact near cabinet wall.
-42154,2024-05-26 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.253,False,Temporary gateway failover completed without data loss.
-42155,2024-05-26 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Humidity climbed during dock-door open period in afternoon shift.
-42156,2024-05-26 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.917,False,Press cycle dwell time lengthened during high-volume batch.
-42157,2024-05-26 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.336,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42158,2024-05-26 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.514,False,Edge collector replayed buffered events after network recovery.
-42159,2024-05-26 09:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.081,False,Condensation warning cleared after dehumidifier ramp-up.
-42160,2024-05-26 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.381,False,Humidity excursion near finishing booth during coating run.
-42161,2024-05-26 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.689,False,Humidity baseline improved after seal replacement.
-42162,2024-05-26 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.516,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42163,2024-05-26 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.211,False,Press cycle dwell time lengthened during high-volume batch.
-42164,2024-05-26 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.699,False,Calibration check overdue by 11 days for press-line transducer.
-42165,2024-05-26 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.979,False,Pressure settled back to nominal after valve reseat.
-42166,2024-05-26 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.126,False,Reliability engineer tagged sample window for model retraining.
-42167,2024-05-26 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.459,False,SCADA backfill inserted two delayed telemetry points.
-42168,2024-05-26 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.635,False,Thermal ramp exceeded expected warmup curve before shift start.
-42169,2024-05-26 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.314,False,Reliability engineer tagged sample window for model retraining.
-42170,2024-05-26 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.343,False,Short-lived packet loss observed at edge gateway gw-02.
-42171,2024-05-26 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.018,False,Night shift startup produced higher than normal vibration floor.
-42172,2024-05-26 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.204,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42173,2024-05-26 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.333,False,Vibration burst exceeds envelope during tool change cycle.
-42174,2024-05-26 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.943,False,Vibration baseline recovered after tool holder replacement.
-42175,2024-05-26 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.253,False,Pressure line purge completed before restart authorization.
-42176,2024-05-26 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.529,False,Machine idle period extended during planned sanitation window.
-42177,2024-05-26 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.362,False,Machine throughput increase drove sustained pressure uplift.
-42178,2024-05-26 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.802,False,Warning threshold updated for pilot predictive-maintenance model.
-42179,2024-05-26 10:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.153,False,Pressure settled back to nominal after valve reseat.
-42180,2024-05-26 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.168,False,Night shift startup produced higher than normal vibration floor.
-42181,2024-05-26 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.805,False,Vibration burst exceeds envelope during tool change cycle.
-42182,2024-05-26 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.744,False,Machine idle period extended during planned sanitation window.
-42183,2024-05-26 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.439,False,Coolant loop adjustment reduced chamber temperature spread.
-42184,2024-05-26 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.992,False,Reliability engineer tagged sample window for model retraining.
-42185,2024-05-26 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.497,False,Operator reported intermittent chatter on machine CNC-04.
-42186,2024-05-26 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.577,False,Night shift startup produced higher than normal vibration floor.
-42187,2024-05-26 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.229,False,SCADA backfill inserted two delayed telemetry points.
-42188,2024-05-26 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.536,False,Edge collector replayed buffered events after network recovery.
-42189,2024-05-26 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.259,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42190,2024-05-26 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.986,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42191,2024-05-26 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.579,False,Night shift startup produced higher than normal vibration floor.
-42192,2024-05-26 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.71,False,Coolant loop adjustment reduced chamber temperature spread.
-42193,2024-05-26 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.47,False,Thermal overshoot event coincided with recipe change on furnace.
-42194,2024-05-26 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.825,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42195,2024-05-26 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.778,False,Night shift startup produced higher than normal vibration floor.
-42196,2024-05-26 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.767,False,Temperature remained elevated during unscheduled overtime run.
-42197,2024-05-26 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.209,False,Calibration check overdue by 11 days for press-line transducer.
-42198,2024-05-26 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.675,False,Short-lived packet loss observed at edge gateway gw-02.
-42199,2024-05-26 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Humidity baseline improved after seal replacement.
-42200,2024-05-26 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.968,False,Condensation warning cleared after dehumidifier ramp-up.
-42201,2024-05-26 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.754,False,Calibration check overdue by 11 days for press-line transducer.
-42202,2024-05-26 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,53.814,False,Coolant loop adjustment reduced chamber temperature spread.
-42203,2024-05-26 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.684,False,Machine idle period extended during planned sanitation window.
-42204,2024-05-26 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.827,False,Maintenance scheduler deferred calibration due to spare shortage.
-42205,2024-05-26 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.842,False,Hydraulic line pressure oscillation detected under load.
-42206,2024-05-26 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.049,False,Thermal overshoot event coincided with recipe change on furnace.
-42207,2024-05-26 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.082,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42208,2024-05-26 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,37.32,False,Sensor battery health remains nominal after firmware update.
-42209,2024-05-26 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.18,False,SCADA backfill inserted two delayed telemetry points.
-42210,2024-05-26 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.379,False,Vibration baseline recovered after tool holder replacement.
-42211,2024-05-26 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.418,False,Humidity excursion near finishing booth during coating run.
-42212,2024-05-26 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.496,False,Quality hold reduced finishing booth activity for one shift.
-42213,2024-05-26 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.023,False,Warning threshold updated for pilot predictive-maintenance model.
-42214,2024-05-26 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,61.94,False,Sensor enclosure opened for manual calibration verification.
-42215,2024-05-26 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Pressure peak corresponds to oversized billet batch processing.
-42216,2024-05-26 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.153,False,Pressure settled back to nominal after valve reseat.
-42217,2024-05-26 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.041,False,Quality team requested trace review for lot 24-118B.
-42218,2024-05-26 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.444,False,Sensor heartbeat delayed by one interval after gateway retry.
-42219,2024-05-26 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.51,False,Humidity baseline improved after seal replacement.
-42220,2024-05-26 14:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.009,False,Humidity baseline improved after seal replacement.
-42221,2024-05-26 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.761,False,Anomaly review flagged possible bearing wear progression.
-42222,2024-05-26 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.865,False,Bearing temperature rising faster than baseline on spindle cell.
-42223,2024-05-26 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.037,False,Unbalanced load introduced cyclical pressure ripple.
-42224,2024-05-26 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.147,False,Telemetry quality flag downgraded during sensor self-test window.
-42225,2024-05-26 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.837,False,Quality hold reduced finishing booth activity for one shift.
-42226,2024-05-26 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.344,False,Telemetry quality flag downgraded during sensor self-test window.
-42227,2024-05-26 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.842,False,Humidity baseline improved after seal replacement.
-42228,2024-05-26 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.436,False,Maintenance note logged for coupling imbalance inspection.
-42229,2024-05-26 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.963,False,Condensation warning cleared after dehumidifier ramp-up.
-42230,2024-05-26 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.745,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42231,2024-05-26 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.973,False,Vibration harmonics broadened during extended production run.
-42232,2024-05-26 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.112,False,Supervisory alert generated after three consecutive threshold breaches.
-42233,2024-05-26 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.585,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42234,2024-05-26 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.138,False,Edge collector replayed buffered events after network recovery.
-42235,2024-05-26 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.806,False,Operator reset acknowledged after red-tag inspection.
-42236,2024-05-26 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.799,False,Air handler maintenance reduced humidity variance on finishing line.
-42237,2024-05-26 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.936,False,Edge collector replayed buffered events after network recovery.
-42238,2024-05-26 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.332,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42239,2024-05-26 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.113,False,Operator reset acknowledged after red-tag inspection.
-42240,2024-05-26 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.626,False,Vibration harmonics broadened during extended production run.
-42241,2024-05-26 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.554,False,Temperature remained elevated during unscheduled overtime run.
-42242,2024-05-26 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.092,False,Transient outlier matched forklift impact near cabinet wall.
-42243,2024-05-26 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Transient outlier matched forklift impact near cabinet wall.
-42244,2024-05-26 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.151,False,Condensation warning cleared after dehumidifier ramp-up.
-42245,2024-05-26 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.747,False,Press cycle dwell time lengthened during high-volume batch.
-42246,2024-05-26 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.058,False,Pressure peak corresponds to oversized billet batch processing.
-42247,2024-05-26 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.541,False,Hydraulic line pressure oscillation detected under load.
-42248,2024-05-26 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.929,False,Vibration baseline recovered after tool holder replacement.
-42249,2024-05-26 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.685,False,Maintenance note logged for coupling imbalance inspection.
-42250,2024-05-26 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.508,False,Vibration harmonics broadened during extended production run.
-42251,2024-05-26 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.827,False,Temporary gateway failover completed without data loss.
-42252,2024-05-26 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.447,False,Hydraulic line pressure oscillation detected under load.
-42253,2024-05-26 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.582,False,Thermal ramp exceeded expected warmup curve before shift start.
-42254,2024-05-26 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.783,False,Temperature variance narrowed after coolant nozzle cleaning.
-42255,2024-05-26 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.54,False,Operator reset acknowledged after red-tag inspection.
-42256,2024-05-26 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.46,False,Temporary gateway failover completed without data loss.
-42257,2024-05-26 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.637,False,Sensor heartbeat delayed by one interval after gateway retry.
-42258,2024-05-26 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.293,False,Pressure peak corresponds to oversized billet batch processing.
-42259,2024-05-26 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.905,False,Unbalanced load introduced cyclical pressure ripple.
-42260,2024-05-26 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.19,False,Maintenance scheduler deferred calibration due to spare shortage.
-42261,2024-05-26 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.932,False,Supervisory alert generated after three consecutive threshold breaches.
-42262,2024-05-26 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.56,False,Quality team requested trace review for lot 24-118B.
-42263,2024-05-26 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.582,False,Temporary gateway failover completed without data loss.
-42264,2024-05-26 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.222,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42265,2024-05-26 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.323,False,Unbalanced load introduced cyclical pressure ripple.
-42266,2024-05-26 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.534,False,Humidity readings track seasonal rise across late spring.
-42267,2024-05-26 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.214,False,Quality hold reduced finishing booth activity for one shift.
-42268,2024-05-26 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.41,False,Night shift startup produced higher than normal vibration floor.
-42269,2024-05-26 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.344,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42270,2024-05-26 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.849,False,Temperature variance narrowed after coolant nozzle cleaning.
-42271,2024-05-26 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.129,False,Sensor battery health remains nominal after firmware update.
-42272,2024-05-26 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.547,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42273,2024-05-26 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.291,False,Air handler maintenance reduced humidity variance on finishing line.
-42274,2024-05-26 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.876,False,Quality hold reduced finishing booth activity for one shift.
-42275,2024-05-26 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.558,False,Calibration check overdue by 11 days for press-line transducer.
-42276,2024-05-26 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.047,False,Calibration check overdue by 11 days for press-line transducer.
-42277,2024-05-26 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.138,False,Packaging line stop reduced adjacent vibration background.
-42278,2024-05-26 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.264,False,Vibration baseline recovered after tool holder replacement.
-42279,2024-05-26 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.02,False,Vibration burst exceeds envelope during tool change cycle.
-42280,2024-05-26 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.389,False,Quality team requested trace review for lot 24-118B.
-42281,2024-05-26 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.435,False,Shift handoff note referenced unusual noise near press enclosure.
-42282,2024-05-26 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.889,False,Vibration burst exceeds envelope during tool change cycle.
-42283,2024-05-26 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.622,False,Sensor heartbeat delayed by one interval after gateway retry.
-42284,2024-05-26 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.266,False,Thermal overshoot event coincided with recipe change on furnace.
-42285,2024-05-26 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.676,False,Dust extraction fan offline for 18 minutes on line finishing.
-42286,2024-05-26 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.569,False,Sensor enclosure opened for manual calibration verification.
-42287,2024-05-26 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.733,False,Dust extraction fan offline for 18 minutes on line finishing.
-42288,2024-05-26 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.395,False,Pressure peak corresponds to oversized billet batch processing.
-42289,2024-05-26 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.522,False,Pressure line purge completed before restart authorization.
-42290,2024-05-26 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.802,False,SCADA backfill inserted two delayed telemetry points.
-42291,2024-05-26 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.381,False,Calibration check overdue by 11 days for press-line transducer.
-42292,2024-05-26 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.586,False,Transient outlier matched forklift impact near cabinet wall.
-42293,2024-05-26 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Edge collector replayed buffered events after network recovery.
-42294,2024-05-26 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.938,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42295,2024-05-26 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.372,False,Edge collector replayed buffered events after network recovery.
-42296,2024-05-26 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.346,False,Humidity baseline improved after seal replacement.
-42297,2024-05-26 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.542,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42298,2024-05-26 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.426,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42299,2024-05-26 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.247,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42300,2024-05-26 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.843,False,Quality hold reduced finishing booth activity for one shift.
-42301,2024-05-26 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.164,False,Night shift startup produced higher than normal vibration floor.
-42302,2024-05-26 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.255,False,SCADA backfill inserted two delayed telemetry points.
-42303,2024-05-26 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.724,False,Reliability engineer tagged sample window for model retraining.
-42304,2024-05-26 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.887,False,Condensation warning cleared after dehumidifier ramp-up.
-42305,2024-05-26 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.539,False,Pressure peak corresponds to oversized billet batch processing.
-42306,2024-05-26 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.693,False,Bearing temperature rising faster than baseline on spindle cell.
-42307,2024-05-26 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.296,False,Quality hold reduced finishing booth activity for one shift.
-42308,2024-05-26 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.465,False,Calibration check overdue by 11 days for press-line transducer.
-42309,2024-05-26 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.216,False,Transient outlier matched forklift impact near cabinet wall.
-42310,2024-05-26 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.306,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42311,2024-05-26 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.881,False,Warning threshold updated for pilot predictive-maintenance model.
-42312,2024-05-26 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.115,False,Temporary gateway failover completed without data loss.
-42313,2024-05-26 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.725,False,Vibration baseline recovered after tool holder replacement.
-42314,2024-05-26 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.273,False,Sensor battery health remains nominal after firmware update.
-42315,2024-05-26 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.997,False,Machine throughput increase drove sustained pressure uplift.
-42316,2024-05-26 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.124,False,Vibration baseline recovered after tool holder replacement.
-42317,2024-05-26 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.866,False,Transient outlier matched forklift impact near cabinet wall.
-42318,2024-05-26 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.142,False,Warning threshold updated for pilot predictive-maintenance model.
-42319,2024-05-26 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.178,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42320,2024-05-26 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.581,False,Operator reported intermittent chatter on machine CNC-04.
-42321,2024-05-26 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.888,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42322,2024-05-26 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.336,False,Sensor heartbeat delayed by one interval after gateway retry.
-42323,2024-05-26 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.676,False,Maintenance crew confirmed lubrication interval was missed.
-42324,2024-05-26 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.531,False,Unbalanced load introduced cyclical pressure ripple.
-42325,2024-05-26 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.298,False,Hydraulic line pressure oscillation detected under load.
-42326,2024-05-26 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.836,False,Pressure settled back to nominal after valve reseat.
-42327,2024-05-26 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.678,False,Sensor signal clipping observed during startup surge.
-42328,2024-05-26 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.556,False,Machine throughput increase drove sustained pressure uplift.
-42329,2024-05-26 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.206,False,Sensor heartbeat delayed by one interval after gateway retry.
-42330,2024-05-26 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.526,False,Supervisory alert generated after three consecutive threshold breaches.
-42331,2024-05-26 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.073,False,Sensor enclosure opened for manual calibration verification.
-42332,2024-05-26 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.381,False,Maintenance note logged for coupling imbalance inspection.
-42333,2024-05-26 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.604,False,Press cycle dwell time lengthened during high-volume batch.
-42334,2024-05-26 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.869,False,Short-lived packet loss observed at edge gateway gw-02.
-42335,2024-05-26 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.977,False,Condensation warning cleared after dehumidifier ramp-up.
-42336,2024-05-26 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.571,False,Humidity baseline improved after seal replacement.
-42337,2024-05-27 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.625,False,Bearing temperature rising faster than baseline on spindle cell.
-42338,2024-05-27 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.094,False,Maintenance crew confirmed lubrication interval was missed.
-42339,2024-05-27 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.069,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42340,2024-05-27 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.363,False,Machine throughput increase drove sustained pressure uplift.
-42341,2024-05-27 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.567,False,Anomaly review flagged possible bearing wear progression.
-42342,2024-05-27 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.253,False,Sensor signal clipping observed during startup surge.
-42343,2024-05-27 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.246,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42344,2024-05-27 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.698,False,Sensor heartbeat delayed by one interval after gateway retry.
-42345,2024-05-27 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.11,False,Machine throughput increase drove sustained pressure uplift.
-42346,2024-05-27 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.16,False,Sensor enclosure opened for manual calibration verification.
-42347,2024-05-27 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.528,False,Reliability engineer tagged sample window for model retraining.
-42348,2024-05-27 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.261,False,Sensor signal clipping observed during startup surge.
-42349,2024-05-27 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.247,False,Reliability engineer tagged sample window for model retraining.
-42350,2024-05-27 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.3,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42351,2024-05-27 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.253,False,Coolant loop adjustment reduced chamber temperature spread.
-42352,2024-05-27 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.478,False,Machine throughput increase drove sustained pressure uplift.
-42353,2024-05-27 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.22,False,Warning threshold updated for pilot predictive-maintenance model.
-42354,2024-05-27 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.631,False,Vibration harmonics broadened during extended production run.
-42355,2024-05-27 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.151,False,Air handler maintenance reduced humidity variance on finishing line.
-42356,2024-05-27 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.903,False,Sensor battery health remains nominal after firmware update.
-42357,2024-05-27 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.224,False,Temperature variance narrowed after coolant nozzle cleaning.
-42358,2024-05-27 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.773,False,Edge collector replayed buffered events after network recovery.
-42359,2024-05-27 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.022,False,Calibration check overdue by 11 days for press-line transducer.
-42360,2024-05-27 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.83,False,Temperature variance narrowed after coolant nozzle cleaning.
-42361,2024-05-27 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.868,False,Sensor signal clipping observed during startup surge.
-42362,2024-05-27 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.079,False,Hydraulic line pressure oscillation detected under load.
-42363,2024-05-27 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.658,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42364,2024-05-27 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.521,False,Unbalanced load introduced cyclical pressure ripple.
-42365,2024-05-27 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.631,False,Shift handoff note referenced unusual noise near press enclosure.
-42366,2024-05-27 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.157,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42367,2024-05-27 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.23,False,Pressure line purge completed before restart authorization.
-42368,2024-05-27 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.637,False,Machine throughput increase drove sustained pressure uplift.
-42369,2024-05-27 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.825,False,Bearing temperature rising faster than baseline on spindle cell.
-42370,2024-05-27 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.172,False,Sensor battery health remains nominal after firmware update.
-42371,2024-05-27 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.098,False,Operator reported intermittent chatter on machine CNC-04.
-42372,2024-05-27 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.944,False,Sensor enclosure opened for manual calibration verification.
-42373,2024-05-27 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.08,False,Pressure line purge completed before restart authorization.
-42374,2024-05-27 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.59,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42375,2024-05-27 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Warning threshold updated for pilot predictive-maintenance model.
-42376,2024-05-27 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.689,False,Sensor heartbeat delayed by one interval after gateway retry.
-42377,2024-05-27 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.032,False,Supervisory alert generated after three consecutive threshold breaches.
-42378,2024-05-27 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.374,False,Short-lived packet loss observed at edge gateway gw-02.
-42379,2024-05-27 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.521,False,Reliability engineer tagged sample window for model retraining.
-42380,2024-05-27 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.301,False,Machine throughput increase drove sustained pressure uplift.
-42381,2024-05-27 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.658,False,Condensation warning cleared after dehumidifier ramp-up.
-42382,2024-05-27 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.763,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42383,2024-05-27 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.125,False,Sensor battery health remains nominal after firmware update.
-42384,2024-05-27 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.395,False,Calibration check overdue by 11 days for press-line transducer.
-42385,2024-05-27 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.72,False,Temporary gateway failover completed without data loss.
-42386,2024-05-27 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.027,False,SCADA backfill inserted two delayed telemetry points.
-42387,2024-05-27 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.022,False,SCADA backfill inserted two delayed telemetry points.
-42388,2024-05-27 04:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.391,False,Pressure peak corresponds to oversized billet batch processing.
-42389,2024-05-27 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.239,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42390,2024-05-27 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.306,False,Vibration burst exceeds envelope during tool change cycle.
-42391,2024-05-27 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.195,False,Pressure peak corresponds to oversized billet batch processing.
-42392,2024-05-27 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.251,False,Hydraulic line pressure oscillation detected under load.
-42393,2024-05-27 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.069,False,Humidity climbed during dock-door open period in afternoon shift.
-42394,2024-05-27 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.802,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42395,2024-05-27 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.768,False,Press cycle dwell time lengthened during high-volume batch.
-42396,2024-05-27 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.189,False,Sensor enclosure opened for manual calibration verification.
-42397,2024-05-27 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.827,False,Night shift startup produced higher than normal vibration floor.
-42398,2024-05-27 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.82,False,Packaging line stop reduced adjacent vibration background.
-42399,2024-05-27 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.66,False,Bearing temperature rising faster than baseline on spindle cell.
-42400,2024-05-27 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.4,False,Pressure line purge completed before restart authorization.
-42401,2024-05-27 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Shift handoff note referenced unusual noise near press enclosure.
-42402,2024-05-27 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,59.233,False,Sensor battery health remains nominal after firmware update.
-42403,2024-05-27 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.175,False,Vibration burst exceeds envelope during tool change cycle.
-42404,2024-05-27 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.906,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42405,2024-05-27 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.784,False,Thermal ramp exceeded expected warmup curve before shift start.
-42406,2024-05-27 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,62.433,False,Quality hold reduced finishing booth activity for one shift.
-42407,2024-05-27 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.146,False,Sensor enclosure opened for manual calibration verification.
-42408,2024-05-27 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.391,False,Quality hold reduced finishing booth activity for one shift.
-42409,2024-05-27 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.269,False,Reliability engineer tagged sample window for model retraining.
-42410,2024-05-27 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.729,False,Coolant loop adjustment reduced chamber temperature spread.
-42411,2024-05-27 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.904,False,Operator reset acknowledged after red-tag inspection.
-42412,2024-05-27 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.095,False,Operator reset acknowledged after red-tag inspection.
-42413,2024-05-27 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.729,False,Humidity readings track seasonal rise across late spring.
-42414,2024-05-27 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.089,False,Condensation warning cleared after dehumidifier ramp-up.
-42415,2024-05-27 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.822,False,Humidity readings track seasonal rise across late spring.
-42416,2024-05-27 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.053,False,Dust extraction fan offline for 18 minutes on line finishing.
-42417,2024-05-27 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.5,False,Short-lived packet loss observed at edge gateway gw-02.
-42418,2024-05-27 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.076,False,Quality team requested trace review for lot 24-118B.
-42419,2024-05-27 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.392,False,Machine throughput increase drove sustained pressure uplift.
-42420,2024-05-27 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.082,False,Calibration check overdue by 11 days for press-line transducer.
-42421,2024-05-27 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.02,False,Vibration harmonics broadened during extended production run.
-42422,2024-05-27 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.593,False,Maintenance crew confirmed lubrication interval was missed.
-42423,2024-05-27 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.674,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42424,2024-05-27 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.328,False,Sensor signal clipping observed during startup surge.
-42425,2024-05-27 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.069,False,Machine throughput increase drove sustained pressure uplift.
-42426,2024-05-27 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.549,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42427,2024-05-27 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.543,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42428,2024-05-27 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.182,False,Anomaly review flagged possible bearing wear progression.
-42429,2024-05-27 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.101,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42430,2024-05-27 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.701,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42431,2024-05-27 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.299,False,Operator reported intermittent chatter on machine CNC-04.
-42432,2024-05-27 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.085,False,Sensor heartbeat delayed by one interval after gateway retry.
-42433,2024-05-27 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.643,False,Telemetry quality flag downgraded during sensor self-test window.
-42434,2024-05-27 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.364,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42435,2024-05-27 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.829,False,Pressure line purge completed before restart authorization.
-42436,2024-05-27 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.915,False,Temporary gateway failover completed without data loss.
-42437,2024-05-27 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.011,False,Quality hold reduced finishing booth activity for one shift.
-42438,2024-05-27 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.891,False,Packaging line stop reduced adjacent vibration background.
-42439,2024-05-27 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.312,False,Vibration harmonics broadened during extended production run.
-42440,2024-05-27 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.625,False,Transient outlier matched forklift impact near cabinet wall.
-42441,2024-05-27 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.3,False,Pressure settled back to nominal after valve reseat.
-42442,2024-05-27 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.01,False,Pressure peak corresponds to oversized billet batch processing.
-42443,2024-05-27 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.184,False,Thermal overshoot event coincided with recipe change on furnace.
-42444,2024-05-27 08:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.595,False,Operator reported intermittent chatter on machine CNC-04.
-42445,2024-05-27 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.251,False,Humidity baseline improved after seal replacement.
-42446,2024-05-27 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,67.677,False,SCADA backfill inserted two delayed telemetry points.
-42447,2024-05-27 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.918,False,Pressure peak corresponds to oversized billet batch processing.
-42448,2024-05-27 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.835,False,Telemetry quality flag downgraded during sensor self-test window.
-42449,2024-05-27 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.612,False,Reliability engineer tagged sample window for model retraining.
-42450,2024-05-27 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.675,False,Quality team requested trace review for lot 24-118B.
-42451,2024-05-27 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.286,False,Humidity readings track seasonal rise across late spring.
-42452,2024-05-27 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.4,False,Quality hold reduced finishing booth activity for one shift.
-42453,2024-05-27 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.341,False,Sensor signal clipping observed during startup surge.
-42454,2024-05-27 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.207,False,Warning threshold updated for pilot predictive-maintenance model.
-42455,2024-05-27 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.872,False,Calibration check overdue by 11 days for press-line transducer.
-42456,2024-05-27 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.637,False,SCADA backfill inserted two delayed telemetry points.
-42457,2024-05-27 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.626,False,Anomaly review flagged possible bearing wear progression.
-42458,2024-05-27 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.438,False,Condensation warning cleared after dehumidifier ramp-up.
-42459,2024-05-27 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.121,False,Reliability engineer tagged sample window for model retraining.
-42460,2024-05-27 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.587,False,Anomaly review flagged possible bearing wear progression.
-42461,2024-05-27 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.347,False,Reliability engineer tagged sample window for model retraining.
-42462,2024-05-27 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.938,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42463,2024-05-27 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.735,False,Pressure line purge completed before restart authorization.
-42464,2024-05-27 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.252,False,Machine idle period extended during planned sanitation window.
-42465,2024-05-27 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.622,False,Packaging line stop reduced adjacent vibration background.
-42466,2024-05-27 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.439,False,Sensor battery health remains nominal after firmware update.
-42467,2024-05-27 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.268,False,Quality hold reduced finishing booth activity for one shift.
-42468,2024-05-27 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.928,False,Humidity readings track seasonal rise across late spring.
-42469,2024-05-27 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.183,False,Night shift startup produced higher than normal vibration floor.
-42470,2024-05-27 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.59,False,Warning threshold updated for pilot predictive-maintenance model.
-42471,2024-05-27 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.056,False,Pressure peak corresponds to oversized billet batch processing.
-42472,2024-05-27 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.087,False,Humidity readings track seasonal rise across late spring.
-42473,2024-05-27 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.202,False,Temperature remained elevated during unscheduled overtime run.
-42474,2024-05-27 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.737,False,Humidity climbed during dock-door open period in afternoon shift.
-42475,2024-05-27 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.806,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42476,2024-05-27 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.195,False,SCADA backfill inserted two delayed telemetry points.
-42477,2024-05-27 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.154,False,Sensor heartbeat delayed by one interval after gateway retry.
-42478,2024-05-27 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.043,False,Temperature variance narrowed after coolant nozzle cleaning.
-42479,2024-05-27 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.739,False,Night shift startup produced higher than normal vibration floor.
-42480,2024-05-27 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.616,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42481,2024-05-27 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.139,False,Telemetry quality flag downgraded during sensor self-test window.
-42482,2024-05-27 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.946,False,Temperature remained elevated during unscheduled overtime run.
-42483,2024-05-27 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.61,False,Maintenance scheduler deferred calibration due to spare shortage.
-42484,2024-05-27 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.467,False,Transient outlier matched forklift impact near cabinet wall.
-42485,2024-05-27 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.848,False,Machine idle period extended during planned sanitation window.
-42486,2024-05-27 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.265,False,Thermal overshoot event coincided with recipe change on furnace.
-42487,2024-05-27 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.611,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42488,2024-05-27 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.006,False,Maintenance scheduler deferred calibration due to spare shortage.
-42489,2024-05-27 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.971,False,Calibration check overdue by 11 days for press-line transducer.
-42490,2024-05-27 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.422,False,Condensation warning cleared after dehumidifier ramp-up.
-42491,2024-05-27 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.649,False,Sensor signal clipping observed during startup surge.
-42492,2024-05-27 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.325,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42493,2024-05-27 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.752,False,Anomaly review flagged possible bearing wear progression.
-42494,2024-05-27 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.681,False,Vibration baseline recovered after tool holder replacement.
-42495,2024-05-27 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.934,False,SCADA backfill inserted two delayed telemetry points.
-42496,2024-05-27 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.482,False,Operator reset acknowledged after red-tag inspection.
-42497,2024-05-27 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.591,False,Temporary gateway failover completed without data loss.
-42498,2024-05-27 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.722,False,Calibration check overdue by 11 days for press-line transducer.
-42499,2024-05-27 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.437,False,Machine throughput increase drove sustained pressure uplift.
-42500,2024-05-27 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.486,False,Edge collector replayed buffered events after network recovery.
-42501,2024-05-27 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.257,False,Air handler maintenance reduced humidity variance on finishing line.
-42502,2024-05-27 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.749,False,Shift handoff note referenced unusual noise near press enclosure.
-42503,2024-05-27 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.384,False,Vibration harmonics broadened during extended production run.
-42504,2024-05-27 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.013,False,Telemetry quality flag downgraded during sensor self-test window.
-42505,2024-05-27 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Reliability engineer tagged sample window for model retraining.
-42506,2024-05-27 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.133,False,SCADA backfill inserted two delayed telemetry points.
-42507,2024-05-27 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.053,False,Thermal overshoot event coincided with recipe change on furnace.
-42508,2024-05-27 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.277,False,Vibration harmonics broadened during extended production run.
-42509,2024-05-27 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.383,False,Bearing temperature rising faster than baseline on spindle cell.
-42510,2024-05-27 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.777,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42511,2024-05-27 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.407,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42512,2024-05-27 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.963,False,Warning threshold updated for pilot predictive-maintenance model.
-42513,2024-05-27 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.934,False,Sensor heartbeat delayed by one interval after gateway retry.
-42514,2024-05-27 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.686,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42515,2024-05-27 14:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.679,False,Vibration baseline recovered after tool holder replacement.
-42516,2024-05-27 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.669,False,Coolant loop adjustment reduced chamber temperature spread.
-42517,2024-05-27 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.204,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42518,2024-05-27 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.041,False,Unbalanced load introduced cyclical pressure ripple.
-42519,2024-05-27 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.358,False,Pressure settled back to nominal after valve reseat.
-42520,2024-05-27 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.589,False,Humidity climbed during dock-door open period in afternoon shift.
-42521,2024-05-27 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.115,False,Maintenance scheduler deferred calibration due to spare shortage.
-42522,2024-05-27 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.083,False,Thermal overshoot event coincided with recipe change on furnace.
-42523,2024-05-27 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.037,False,Packaging line stop reduced adjacent vibration background.
-42524,2024-05-27 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.628,False,Humidity climbed during dock-door open period in afternoon shift.
-42525,2024-05-27 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.029,False,Humidity readings track seasonal rise across late spring.
-42526,2024-05-27 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.951,False,Bearing temperature rising faster than baseline on spindle cell.
-42527,2024-05-27 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.778,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42528,2024-05-27 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.815,False,Thermal ramp exceeded expected warmup curve before shift start.
-42529,2024-05-27 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.783,False,Quality hold reduced finishing booth activity for one shift.
-42530,2024-05-27 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.086,False,Condensation warning cleared after dehumidifier ramp-up.
-42531,2024-05-27 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.16,False,Humidity baseline improved after seal replacement.
-42532,2024-05-27 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.078,False,Machine idle period extended during planned sanitation window.
-42533,2024-05-27 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.289,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42534,2024-05-27 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.635,False,Supervisory alert generated after three consecutive threshold breaches.
-42535,2024-05-27 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.009,False,Telemetry quality flag downgraded during sensor self-test window.
-42536,2024-05-27 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.235,False,Machine throughput increase drove sustained pressure uplift.
-42537,2024-05-27 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.984,False,Sensor heartbeat delayed by one interval after gateway retry.
-42538,2024-05-27 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.522,False,Vibration baseline recovered after tool holder replacement.
-42539,2024-05-27 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.856,False,Pressure settled back to nominal after valve reseat.
-42540,2024-05-27 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.069,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42541,2024-05-27 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.346,False,Pressure line purge completed before restart authorization.
-42542,2024-05-27 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.709,False,Press cycle dwell time lengthened during high-volume batch.
-42543,2024-05-27 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.685,False,Machine throughput increase drove sustained pressure uplift.
-42544,2024-05-27 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.7,False,Sensor enclosure opened for manual calibration verification.
-42545,2024-05-27 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Humidity readings track seasonal rise across late spring.
-42546,2024-05-27 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.01,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42547,2024-05-27 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.084,False,Short-lived packet loss observed at edge gateway gw-02.
-42548,2024-05-27 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.587,False,Thermal overshoot event coincided with recipe change on furnace.
-42549,2024-05-27 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.355,False,Hydraulic line pressure oscillation detected under load.
-42550,2024-05-27 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,64.059,False,Hydraulic line pressure oscillation detected under load.
-42551,2024-05-27 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.325,False,Coolant loop adjustment reduced chamber temperature spread.
-42552,2024-05-27 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.353,False,Quality team requested trace review for lot 24-118B.
-42553,2024-05-27 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.454,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42554,2024-05-27 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.365,False,Hydraulic line pressure oscillation detected under load.
-42555,2024-05-27 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.524,False,Pressure line purge completed before restart authorization.
-42556,2024-05-27 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.896,False,Machine throughput increase drove sustained pressure uplift.
-42557,2024-05-27 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.065,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42558,2024-05-27 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.829,False,Vibration baseline recovered after tool holder replacement.
-42559,2024-05-27 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.647,False,Temperature variance narrowed after coolant nozzle cleaning.
-42560,2024-05-27 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.599,False,Sensor battery health remains nominal after firmware update.
-42561,2024-05-27 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.93,False,Pressure line purge completed before restart authorization.
-42562,2024-05-27 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.921,False,Pressure peak corresponds to oversized billet batch processing.
-42563,2024-05-27 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.628,False,Unbalanced load introduced cyclical pressure ripple.
-42564,2024-05-27 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.385,False,Humidity excursion near finishing booth during coating run.
-42565,2024-05-27 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.68,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42566,2024-05-27 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.515,False,Dust extraction fan offline for 18 minutes on line finishing.
-42567,2024-05-27 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.77,False,Short-lived packet loss observed at edge gateway gw-02.
-42568,2024-05-27 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.034,False,Short-lived packet loss observed at edge gateway gw-02.
-42569,2024-05-27 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.379,False,Telemetry quality flag downgraded during sensor self-test window.
-42570,2024-05-27 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.141,False,Hydraulic line pressure oscillation detected under load.
-42571,2024-05-27 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.045,False,Maintenance note logged for coupling imbalance inspection.
-42572,2024-05-27 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.71,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42573,2024-05-27 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.622,False,Pressure settled back to nominal after valve reseat.
-42574,2024-05-27 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.211,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42575,2024-05-27 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.939,False,Sensor signal clipping observed during startup surge.
-42576,2024-05-27 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.507,False,Machine throughput increase drove sustained pressure uplift.
-42577,2024-05-27 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.288,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42578,2024-05-27 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.223,False,Press cycle dwell time lengthened during high-volume batch.
-42579,2024-05-27 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.985,False,Operator reset acknowledged after red-tag inspection.
-42580,2024-05-27 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.412,False,Humidity baseline improved after seal replacement.
-42581,2024-05-27 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.201,False,Operator reported intermittent chatter on machine CNC-04.
-42582,2024-05-27 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.629,False,Thermal ramp exceeded expected warmup curve before shift start.
-42583,2024-05-27 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.301,False,Pressure settled back to nominal after valve reseat.
-42584,2024-05-27 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.528,False,Air handler maintenance reduced humidity variance on finishing line.
-42585,2024-05-27 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.689,False,Pressure peak corresponds to oversized billet batch processing.
-42586,2024-05-27 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.966,False,Condensation warning cleared after dehumidifier ramp-up.
-42587,2024-05-27 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.395,False,Temporary gateway failover completed without data loss.
-42588,2024-05-27 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.974,False,Humidity readings track seasonal rise across late spring.
-42589,2024-05-27 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.641,False,Machine throughput increase drove sustained pressure uplift.
-42590,2024-05-27 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.616,False,Condensation warning cleared after dehumidifier ramp-up.
-42591,2024-05-27 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.667,False,Sensor battery health remains nominal after firmware update.
-42592,2024-05-27 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.247,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42593,2024-05-27 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.167,False,Dust extraction fan offline for 18 minutes on line finishing.
-42594,2024-05-27 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.874,False,Operator reset acknowledged after red-tag inspection.
-42595,2024-05-27 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.965,False,Night shift startup produced higher than normal vibration floor.
-42596,2024-05-27 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.822,False,Maintenance crew confirmed lubrication interval was missed.
-42597,2024-05-27 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.459,False,Telemetry quality flag downgraded during sensor self-test window.
-42598,2024-05-27 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.136,False,Temporary gateway failover completed without data loss.
-42599,2024-05-27 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.195,False,Humidity readings track seasonal rise across late spring.
-42600,2024-05-27 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.853,False,Unbalanced load introduced cyclical pressure ripple.
-42601,2024-05-27 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.098,False,Humidity climbed during dock-door open period in afternoon shift.
-42602,2024-05-27 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.746,False,Air handler maintenance reduced humidity variance on finishing line.
-42603,2024-05-27 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.025,False,Maintenance scheduler deferred calibration due to spare shortage.
-42604,2024-05-27 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.918,False,Anomaly review flagged possible bearing wear progression.
-42605,2024-05-27 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.603,False,Anomaly review flagged possible bearing wear progression.
-42606,2024-05-27 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.528,False,Vibration harmonics broadened during extended production run.
-42607,2024-05-27 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.52,False,Maintenance note logged for coupling imbalance inspection.
-42608,2024-05-27 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.742,False,Edge collector replayed buffered events after network recovery.
-42609,2024-05-27 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.018,False,Temperature variance narrowed after coolant nozzle cleaning.
-42610,2024-05-27 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.707,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42611,2024-05-27 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.044,False,Reliability engineer tagged sample window for model retraining.
-42612,2024-05-27 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.437,False,Coolant loop adjustment reduced chamber temperature spread.
-42613,2024-05-27 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.443,False,Sensor battery health remains nominal after firmware update.
-42614,2024-05-27 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.626,False,Vibration burst exceeds envelope during tool change cycle.
-42615,2024-05-27 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.596,False,Anomaly review flagged possible bearing wear progression.
-42616,2024-05-27 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.062,False,Pressure settled back to nominal after valve reseat.
-42617,2024-05-27 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.447,False,Coolant loop adjustment reduced chamber temperature spread.
-42618,2024-05-27 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.937,False,Coolant loop adjustment reduced chamber temperature spread.
-42619,2024-05-27 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.586,False,Maintenance crew confirmed lubrication interval was missed.
-42620,2024-05-27 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.748,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42621,2024-05-27 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.092,False,Hydraulic line pressure oscillation detected under load.
-42622,2024-05-27 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.244,False,Vibration burst exceeds envelope during tool change cycle.
-42623,2024-05-27 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.39,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42624,2024-05-27 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.582,False,Calibration check overdue by 11 days for press-line transducer.
-42625,2024-05-28 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.803,False,Pressure settled back to nominal after valve reseat.
-42626,2024-05-28 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.482,False,Press cycle dwell time lengthened during high-volume batch.
-42627,2024-05-28 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.877,False,Calibration check overdue by 11 days for press-line transducer.
-42628,2024-05-28 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.113,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42629,2024-05-28 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.034,False,Quality hold reduced finishing booth activity for one shift.
-42630,2024-05-28 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.066,False,Humidity excursion near finishing booth during coating run.
-42631,2024-05-28 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.0,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42632,2024-05-28 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.82,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42633,2024-05-28 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.97,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42634,2024-05-28 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.666,False,Maintenance note logged for coupling imbalance inspection.
-42635,2024-05-28 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.721,False,SCADA backfill inserted two delayed telemetry points.
-42636,2024-05-28 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.07,False,Temporary gateway failover completed without data loss.
-42637,2024-05-28 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.047,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42638,2024-05-28 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.614,False,Thermal overshoot event coincided with recipe change on furnace.
-42639,2024-05-28 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.347,False,Pressure line purge completed before restart authorization.
-42640,2024-05-28 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,34.416,False,Maintenance note logged for coupling imbalance inspection.
-42641,2024-05-28 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.763,False,Pressure settled back to nominal after valve reseat.
-42642,2024-05-28 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.254,False,Anomaly review flagged possible bearing wear progression.
-42643,2024-05-28 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.415,False,Supervisory alert generated after three consecutive threshold breaches.
-42644,2024-05-28 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.603,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42645,2024-05-28 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Vibration baseline recovered after tool holder replacement.
-42646,2024-05-28 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.885,False,Temperature variance narrowed after coolant nozzle cleaning.
-42647,2024-05-28 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.962,False,Machine idle period extended during planned sanitation window.
-42648,2024-05-28 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.7,False,Maintenance crew confirmed lubrication interval was missed.
-42649,2024-05-28 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.755,False,Quality hold reduced finishing booth activity for one shift.
-42650,2024-05-28 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.045,False,Air handler maintenance reduced humidity variance on finishing line.
-42651,2024-05-28 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.869,False,Humidity excursion near finishing booth during coating run.
-42652,2024-05-28 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.758,False,Sensor enclosure opened for manual calibration verification.
-42653,2024-05-28 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.468,False,Maintenance crew confirmed lubrication interval was missed.
-42654,2024-05-28 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.31,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42655,2024-05-28 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.619,False,Edge collector replayed buffered events after network recovery.
-42656,2024-05-28 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.64,False,Press cycle dwell time lengthened during high-volume batch.
-42657,2024-05-28 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Transient outlier matched forklift impact near cabinet wall.
-42658,2024-05-28 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.44,False,Sensor signal clipping observed during startup surge.
-42659,2024-05-28 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.104,False,Vibration burst exceeds envelope during tool change cycle.
-42660,2024-05-28 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,33.678,False,Condensation warning cleared after dehumidifier ramp-up.
-42661,2024-05-28 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.631,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42662,2024-05-28 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.793,False,Machine idle period extended during planned sanitation window.
-42663,2024-05-28 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.738,False,Reliability engineer tagged sample window for model retraining.
-42664,2024-05-28 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.905,False,Sensor heartbeat delayed by one interval after gateway retry.
-42665,2024-05-28 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.298,False,Unbalanced load introduced cyclical pressure ripple.
-42666,2024-05-28 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.522,False,Thermal overshoot event coincided with recipe change on furnace.
-42667,2024-05-28 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.537,False,Short-lived packet loss observed at edge gateway gw-02.
-42668,2024-05-28 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.196,False,Maintenance crew confirmed lubrication interval was missed.
-42669,2024-05-28 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.675,False,Sensor battery health remains nominal after firmware update.
-42670,2024-05-28 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,56.183,False,SCADA backfill inserted two delayed telemetry points.
-42671,2024-05-28 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.639,False,Shift handoff note referenced unusual noise near press enclosure.
-42672,2024-05-28 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.63,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42673,2024-05-28 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.033,False,Humidity baseline improved after seal replacement.
-42674,2024-05-28 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.508,False,Vibration harmonics broadened during extended production run.
-42675,2024-05-28 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Unbalanced load introduced cyclical pressure ripple.
-42676,2024-05-28 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,30.305,False,Temperature remained elevated during unscheduled overtime run.
-42677,2024-05-28 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Machine idle period extended during planned sanitation window.
-42678,2024-05-28 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.933,False,Condensation warning cleared after dehumidifier ramp-up.
-42679,2024-05-28 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.478,False,Hydraulic line pressure oscillation detected under load.
-42680,2024-05-28 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.23,False,Vibration burst exceeds envelope during tool change cycle.
-42681,2024-05-28 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.373,False,Humidity baseline improved after seal replacement.
-42682,2024-05-28 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.072,False,Humidity climbed during dock-door open period in afternoon shift.
-42683,2024-05-28 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.436,False,Vibration burst exceeds envelope during tool change cycle.
-42684,2024-05-28 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.881,False,Pressure settled back to nominal after valve reseat.
-42685,2024-05-28 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.227,False,Vibration burst exceeds envelope during tool change cycle.
-42686,2024-05-28 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.581,False,Transient outlier matched forklift impact near cabinet wall.
-42687,2024-05-28 05:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.273,False,Press cycle dwell time lengthened during high-volume batch.
-42688,2024-05-28 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.013,False,Temporary gateway failover completed without data loss.
-42689,2024-05-28 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.829,False,Air handler maintenance reduced humidity variance on finishing line.
-42690,2024-05-28 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.019,False,Short-lived packet loss observed at edge gateway gw-02.
-42691,2024-05-28 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.053,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42692,2024-05-28 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.237,False,Transient outlier matched forklift impact near cabinet wall.
-42693,2024-05-28 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.346,False,Packaging line stop reduced adjacent vibration background.
-42694,2024-05-28 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.159,False,Humidity readings track seasonal rise across late spring.
-42695,2024-05-28 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.174,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42696,2024-05-28 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.399,False,Air handler maintenance reduced humidity variance on finishing line.
-42697,2024-05-28 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.263,False,Pressure peak corresponds to oversized billet batch processing.
-42698,2024-05-28 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.45,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42699,2024-05-28 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.416,False,Quality hold reduced finishing booth activity for one shift.
-42700,2024-05-28 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.957,False,Coolant loop adjustment reduced chamber temperature spread.
-42701,2024-05-28 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.28,False,Sensor battery health remains nominal after firmware update.
-42702,2024-05-28 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.552,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42703,2024-05-28 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.392,False,Maintenance scheduler deferred calibration due to spare shortage.
-42704,2024-05-28 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.833,False,Reliability engineer tagged sample window for model retraining.
-42705,2024-05-28 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.55,False,Calibration check overdue by 11 days for press-line transducer.
-42706,2024-05-28 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.302,False,Condensation warning cleared after dehumidifier ramp-up.
-42707,2024-05-28 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.501,False,Dust extraction fan offline for 18 minutes on line finishing.
-42708,2024-05-28 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.903,False,Maintenance note logged for coupling imbalance inspection.
-42709,2024-05-28 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.444,False,Temporary gateway failover completed without data loss.
-42710,2024-05-28 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.317,False,Pressure settled back to nominal after valve reseat.
-42711,2024-05-28 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.221,False,Reliability engineer tagged sample window for model retraining.
-42712,2024-05-28 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.635,False,Quality hold reduced finishing booth activity for one shift.
-42713,2024-05-28 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.272,False,Calibration check overdue by 11 days for press-line transducer.
-42714,2024-05-28 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.728,False,Temperature remained elevated during unscheduled overtime run.
-42715,2024-05-28 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.665,False,Operator reported intermittent chatter on machine CNC-04.
-42716,2024-05-28 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.218,False,Bearing temperature rising faster than baseline on spindle cell.
-42717,2024-05-28 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.331,False,Humidity excursion near finishing booth during coating run.
-42718,2024-05-28 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.389,False,Short-lived packet loss observed at edge gateway gw-02.
-42719,2024-05-28 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.897,False,Dust extraction fan offline for 18 minutes on line finishing.
-42720,2024-05-28 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.57,False,Thermal ramp exceeded expected warmup curve before shift start.
-42721,2024-05-28 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.891,False,Anomaly review flagged possible bearing wear progression.
-42722,2024-05-28 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.945,False,Pressure settled back to nominal after valve reseat.
-42723,2024-05-28 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.126,False,Maintenance crew confirmed lubrication interval was missed.
-42724,2024-05-28 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.541,False,Temporary gateway failover completed without data loss.
-42725,2024-05-28 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.442,False,Pressure settled back to nominal after valve reseat.
-42726,2024-05-28 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.887,False,Humidity baseline improved after seal replacement.
-42727,2024-05-28 08:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.343,False,Maintenance crew confirmed lubrication interval was missed.
-42728,2024-05-28 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.716,False,Bearing temperature rising faster than baseline on spindle cell.
-42729,2024-05-28 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.264,False,Short-lived packet loss observed at edge gateway gw-02.
-42730,2024-05-28 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.05,False,Dust extraction fan offline for 18 minutes on line finishing.
-42731,2024-05-28 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.748,False,Air handler maintenance reduced humidity variance on finishing line.
-42732,2024-05-28 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.444,False,Coolant loop adjustment reduced chamber temperature spread.
-42733,2024-05-28 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.138,False,Machine throughput increase drove sustained pressure uplift.
-42734,2024-05-28 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.547,False,Supervisory alert generated after three consecutive threshold breaches.
-42735,2024-05-28 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.988,False,Humidity readings track seasonal rise across late spring.
-42736,2024-05-28 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.814,False,Pressure settled back to nominal after valve reseat.
-42737,2024-05-28 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.019,False,Calibration check overdue by 11 days for press-line transducer.
-42738,2024-05-28 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.192,False,Quality team requested trace review for lot 24-118B.
-42739,2024-05-28 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.718,False,Unbalanced load introduced cyclical pressure ripple.
-42740,2024-05-28 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.577,False,Air handler maintenance reduced humidity variance on finishing line.
-42741,2024-05-28 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.162,False,Coolant loop adjustment reduced chamber temperature spread.
-42742,2024-05-28 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.814,False,Warning threshold updated for pilot predictive-maintenance model.
-42743,2024-05-28 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.777,False,Unbalanced load introduced cyclical pressure ripple.
-42744,2024-05-28 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.296,False,Humidity excursion near finishing booth during coating run.
-42745,2024-05-28 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.284,False,Humidity excursion near finishing booth during coating run.
-42746,2024-05-28 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.613,False,Warning threshold updated for pilot predictive-maintenance model.
-42747,2024-05-28 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.158,False,Maintenance crew confirmed lubrication interval was missed.
-42748,2024-05-28 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.925,False,Thermal overshoot event coincided with recipe change on furnace.
-42749,2024-05-28 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.193,False,Thermal ramp exceeded expected warmup curve before shift start.
-42750,2024-05-28 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.748,False,Dust extraction fan offline for 18 minutes on line finishing.
-42751,2024-05-28 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.502,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42752,2024-05-28 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.37,False,Quality team requested trace review for lot 24-118B.
-42753,2024-05-28 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.143,False,Packaging line stop reduced adjacent vibration background.
-42754,2024-05-28 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.951,False,Humidity baseline improved after seal replacement.
-42755,2024-05-28 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.996,False,Maintenance note logged for coupling imbalance inspection.
-42756,2024-05-28 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.075,False,Short-lived packet loss observed at edge gateway gw-02.
-42757,2024-05-28 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.036,False,Thermal ramp exceeded expected warmup curve before shift start.
-42758,2024-05-28 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.796,False,Humidity climbed during dock-door open period in afternoon shift.
-42759,2024-05-28 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.058,False,Temperature remained elevated during unscheduled overtime run.
-42760,2024-05-28 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.495,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42761,2024-05-28 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.337,False,Shift handoff note referenced unusual noise near press enclosure.
-42762,2024-05-28 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.596,False,Calibration check overdue by 11 days for press-line transducer.
-42763,2024-05-28 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.142,False,Supervisory alert generated after three consecutive threshold breaches.
-42764,2024-05-28 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.987,False,Sensor battery health remains nominal after firmware update.
-42765,2024-05-28 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.958,False,Reliability engineer tagged sample window for model retraining.
-42766,2024-05-28 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.922,False,Machine idle period extended during planned sanitation window.
-42767,2024-05-28 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.009,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42768,2024-05-28 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,43.808,False,Vibration burst exceeds envelope during tool change cycle.
-42769,2024-05-28 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.376,False,Temporary gateway failover completed without data loss.
-42770,2024-05-28 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.834,False,Quality hold reduced finishing booth activity for one shift.
-42771,2024-05-28 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.696,False,Reliability engineer tagged sample window for model retraining.
-42772,2024-05-28 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.948,False,SCADA backfill inserted two delayed telemetry points.
-42773,2024-05-28 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.988,False,Press cycle dwell time lengthened during high-volume batch.
-42774,2024-05-28 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.161,False,Maintenance scheduler deferred calibration due to spare shortage.
-42775,2024-05-28 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.473,False,Thermal ramp exceeded expected warmup curve before shift start.
-42776,2024-05-28 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.398,False,Temperature variance narrowed after coolant nozzle cleaning.
-42777,2024-05-28 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.307,False,Humidity climbed during dock-door open period in afternoon shift.
-42778,2024-05-28 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.304,False,Pressure settled back to nominal after valve reseat.
-42779,2024-05-28 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.656,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42780,2024-05-28 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.553,False,Thermal ramp exceeded expected warmup curve before shift start.
-42781,2024-05-28 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.168,False,Short-lived packet loss observed at edge gateway gw-02.
-42782,2024-05-28 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.279,False,Humidity excursion near finishing booth during coating run.
-42783,2024-05-28 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.684,False,Temperature remained elevated during unscheduled overtime run.
-42784,2024-05-28 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.583,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42785,2024-05-28 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.035,False,Night shift startup produced higher than normal vibration floor.
-42786,2024-05-28 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.454,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42787,2024-05-28 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.933,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42788,2024-05-28 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.286,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42789,2024-05-28 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.776,False,Sensor battery health remains nominal after firmware update.
-42790,2024-05-28 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.261,False,Thermal ramp exceeded expected warmup curve before shift start.
-42791,2024-05-28 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.565,False,Temporary gateway failover completed without data loss.
-42792,2024-05-28 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.473,False,SCADA backfill inserted two delayed telemetry points.
-42793,2024-05-28 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.958,False,Temperature variance narrowed after coolant nozzle cleaning.
-42794,2024-05-28 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.29,False,Night shift startup produced higher than normal vibration floor.
-42795,2024-05-28 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.503,False,Condensation warning cleared after dehumidifier ramp-up.
-42796,2024-05-28 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.773,False,Air handler maintenance reduced humidity variance on finishing line.
-42797,2024-05-28 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.611,False,Sensor signal clipping observed during startup surge.
-42798,2024-05-28 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.064,False,Vibration burst exceeds envelope during tool change cycle.
-42799,2024-05-28 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.812,False,Night shift startup produced higher than normal vibration floor.
-42800,2024-05-28 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.723,False,Condensation warning cleared after dehumidifier ramp-up.
-42801,2024-05-28 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.421,False,Temperature remained elevated during unscheduled overtime run.
-42802,2024-05-28 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.555,False,Vibration baseline recovered after tool holder replacement.
-42803,2024-05-28 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.428,False,Pressure line purge completed before restart authorization.
-42804,2024-05-28 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.028,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42805,2024-05-28 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.827,False,Vibration baseline recovered after tool holder replacement.
-42806,2024-05-28 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.208,False,Maintenance note logged for coupling imbalance inspection.
-42807,2024-05-28 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.854,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42808,2024-05-28 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.747,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42809,2024-05-28 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.153,False,Packaging line stop reduced adjacent vibration background.
-42810,2024-05-28 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.517,False,Temperature variance narrowed after coolant nozzle cleaning.
-42811,2024-05-28 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.777,False,Calibration check overdue by 11 days for press-line transducer.
-42812,2024-05-28 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.26,False,Machine throughput increase drove sustained pressure uplift.
-42813,2024-05-28 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Condensation warning cleared after dehumidifier ramp-up.
-42814,2024-05-28 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.23,False,Bearing temperature rising faster than baseline on spindle cell.
-42815,2024-05-28 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Humidity readings track seasonal rise across late spring.
-42816,2024-05-28 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.094,False,Vibration baseline recovered after tool holder replacement.
-42817,2024-05-28 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.229,False,Quality team requested trace review for lot 24-118B.
-42818,2024-05-28 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.274,False,Pressure settled back to nominal after valve reseat.
-42819,2024-05-28 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.831,False,Humidity baseline improved after seal replacement.
-42820,2024-05-28 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.959,False,Humidity readings track seasonal rise across late spring.
-42821,2024-05-28 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.442,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42822,2024-05-28 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.399,False,Calibration check overdue by 11 days for press-line transducer.
-42823,2024-05-28 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.16,False,Sensor enclosure opened for manual calibration verification.
-42824,2024-05-28 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.059,False,Dust extraction fan offline for 18 minutes on line finishing.
-42825,2024-05-28 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.529,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42826,2024-05-28 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.629,False,Sensor heartbeat delayed by one interval after gateway retry.
-42827,2024-05-28 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.237,False,Humidity climbed during dock-door open period in afternoon shift.
-42828,2024-05-28 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.034,False,Humidity climbed during dock-door open period in afternoon shift.
-42829,2024-05-28 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.292,False,Edge collector replayed buffered events after network recovery.
-42830,2024-05-28 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.587,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42831,2024-05-28 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.347,False,Telemetry quality flag downgraded during sensor self-test window.
-42832,2024-05-28 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.111,False,Pressure line purge completed before restart authorization.
-42833,2024-05-28 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.2,False,Maintenance crew confirmed lubrication interval was missed.
-42834,2024-05-28 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.005,False,Calibration check overdue by 11 days for press-line transducer.
-42835,2024-05-28 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.693,False,Humidity excursion near finishing booth during coating run.
-42836,2024-05-28 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.717,False,Air handler maintenance reduced humidity variance on finishing line.
-42837,2024-05-28 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,Maintenance scheduler deferred calibration due to spare shortage.
-42838,2024-05-28 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.828,False,Maintenance scheduler deferred calibration due to spare shortage.
-42839,2024-05-28 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.599,False,Packaging line stop reduced adjacent vibration background.
-42840,2024-05-28 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.513,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42841,2024-05-28 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.066,False,Edge collector replayed buffered events after network recovery.
-42842,2024-05-28 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.22,False,Humidity climbed during dock-door open period in afternoon shift.
-42843,2024-05-28 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.411,False,Machine idle period extended during planned sanitation window.
-42844,2024-05-28 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.245,False,Maintenance crew confirmed lubrication interval was missed.
-42845,2024-05-28 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.947,False,Vibration harmonics broadened during extended production run.
-42846,2024-05-28 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.232,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42847,2024-05-28 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.344,False,Maintenance scheduler deferred calibration due to spare shortage.
-42848,2024-05-28 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.337,False,Press cycle dwell time lengthened during high-volume batch.
-42849,2024-05-28 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.729,False,Maintenance crew confirmed lubrication interval was missed.
-42850,2024-05-28 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.932,False,Pressure settled back to nominal after valve reseat.
-42851,2024-05-28 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.974,False,Bearing temperature rising faster than baseline on spindle cell.
-42852,2024-05-28 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.649,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42853,2024-05-28 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.247,False,Temperature variance narrowed after coolant nozzle cleaning.
-42854,2024-05-28 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.467,False,Shift handoff note referenced unusual noise near press enclosure.
-42855,2024-05-28 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.452,False,Vibration harmonics broadened during extended production run.
-42856,2024-05-28 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.687,False,Warning threshold updated for pilot predictive-maintenance model.
-42857,2024-05-28 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.152,False,Vibration burst exceeds envelope during tool change cycle.
-42858,2024-05-28 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.822,False,Vibration burst exceeds envelope during tool change cycle.
-42859,2024-05-28 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.366,False,Maintenance note logged for coupling imbalance inspection.
-42860,2024-05-28 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.452,False,Condensation warning cleared after dehumidifier ramp-up.
-42861,2024-05-28 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.636,False,Vibration baseline recovered after tool holder replacement.
-42862,2024-05-28 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.244,False,Anomaly review flagged possible bearing wear progression.
-42863,2024-05-28 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.271,False,Night shift startup produced higher than normal vibration floor.
-42864,2024-05-28 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.675,False,Pressure settled back to nominal after valve reseat.
-42865,2024-05-28 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.035,False,Maintenance crew confirmed lubrication interval was missed.
-42866,2024-05-28 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.636,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42867,2024-05-28 20:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.386,False,Unbalanced load introduced cyclical pressure ripple.
-42868,2024-05-28 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.308,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42869,2024-05-28 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.457,False,Pressure line purge completed before restart authorization.
-42870,2024-05-28 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.938,False,Machine idle period extended during planned sanitation window.
-42871,2024-05-28 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.636,False,Dust extraction fan offline for 18 minutes on line finishing.
-42872,2024-05-28 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.87,False,Vibration harmonics broadened during extended production run.
-42873,2024-05-28 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.68,False,Press cycle dwell time lengthened during high-volume batch.
-42874,2024-05-28 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.997,False,Sensor enclosure opened for manual calibration verification.
-42875,2024-05-28 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.638,False,Humidity climbed during dock-door open period in afternoon shift.
-42876,2024-05-28 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.673,False,Thermal overshoot event coincided with recipe change on furnace.
-42877,2024-05-28 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.931,False,Warning threshold updated for pilot predictive-maintenance model.
-42878,2024-05-28 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.849,False,Transient outlier matched forklift impact near cabinet wall.
-42879,2024-05-28 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.244,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42880,2024-05-28 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.363,False,Condensation warning cleared after dehumidifier ramp-up.
-42881,2024-05-28 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.911,False,Anomaly review flagged possible bearing wear progression.
-42882,2024-05-28 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.427,False,Pressure line purge completed before restart authorization.
-42883,2024-05-28 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.931,False,Sensor signal clipping observed during startup surge.
-42884,2024-05-28 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.002,False,Sensor enclosure opened for manual calibration verification.
-42885,2024-05-28 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.32,False,Shift handoff note referenced unusual noise near press enclosure.
-42886,2024-05-28 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.309,False,Quality team requested trace review for lot 24-118B.
-42887,2024-05-28 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.098,False,Sensor 3 drift suspected after cross-check with manual gauge.
-42888,2024-05-28 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.669,False,Press cycle dwell time lengthened during high-volume batch.
-42889,2024-05-28 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.757,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42890,2024-05-28 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.672,False,Humidity excursion near finishing booth during coating run.
-42891,2024-05-28 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.648,False,Unbalanced load introduced cyclical pressure ripple.
-42892,2024-05-28 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,37.719,False,Pressure peak corresponds to oversized billet batch processing.
-42893,2024-05-28 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.168,False,Machine throughput increase drove sustained pressure uplift.
-42894,2024-05-28 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.751,False,Humidity excursion near finishing booth during coating run.
-42895,2024-05-28 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.667,False,SCADA backfill inserted two delayed telemetry points.
-42896,2024-05-28 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.437,False,Machine idle period extended during planned sanitation window.
-42897,2024-05-28 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.646,False,Short-lived packet loss observed at edge gateway gw-02.
-42898,2024-05-28 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.197,False,Edge collector replayed buffered events after network recovery.
-42899,2024-05-28 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.069,False,Maintenance crew confirmed lubrication interval was missed.
-42900,2024-05-28 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.275,False,Humidity baseline improved after seal replacement.
-42901,2024-05-28 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.304,False,Short-lived packet loss observed at edge gateway gw-02.
-42902,2024-05-28 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.703,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42903,2024-05-28 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.919,False,Hydraulic line pressure oscillation detected under load.
-42904,2024-05-28 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.821,False,Maintenance crew confirmed lubrication interval was missed.
-42905,2024-05-28 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Coolant loop adjustment reduced chamber temperature spread.
-42906,2024-05-28 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.011,False,Sensor signal clipping observed during startup surge.
-42907,2024-05-28 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.946,False,Edge collector replayed buffered events after network recovery.
-42908,2024-05-28 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,48.051,False,Reliability engineer tagged sample window for model retraining.
-42909,2024-05-28 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Night shift startup produced higher than normal vibration floor.
-42910,2024-05-28 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.165,False,Sensor signal clipping observed during startup surge.
-42911,2024-05-28 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.533,False,Hydraulic line pressure oscillation detected under load.
-42912,2024-05-28 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.356,False,Maintenance crew confirmed lubrication interval was missed.
-42913,2024-05-29 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Machine throughput increase drove sustained pressure uplift.
-42914,2024-05-29 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.308,False,Sensor signal clipping observed during startup surge.
-42915,2024-05-29 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.437,False,Edge collector replayed buffered events after network recovery.
-42916,2024-05-29 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.948,False,Quality team requested trace review for lot 24-118B.
-42917,2024-05-29 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Edge collector replayed buffered events after network recovery.
-42918,2024-05-29 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.711,False,Maintenance crew confirmed lubrication interval was missed.
-42919,2024-05-29 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.056,False,Vibration baseline recovered after tool holder replacement.
-42920,2024-05-29 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.556,False,Warning threshold updated for pilot predictive-maintenance model.
-42921,2024-05-29 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.606,False,Hydraulic line pressure oscillation detected under load.
-42922,2024-05-29 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.854,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42923,2024-05-29 00:50:00,3,pressure,bar,HYD-07,press-line,night,warning,9.061,False,Hydraulic line pressure oscillation detected under load.
-42924,2024-05-29 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.856,False,Unbalanced load introduced cyclical pressure ripple.
-42925,2024-05-29 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.825,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42926,2024-05-29 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.663,False,Maintenance crew confirmed lubrication interval was missed.
-42927,2024-05-29 01:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.864,False,Humidity baseline improved after seal replacement.
-42928,2024-05-29 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.11,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42929,2024-05-29 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.44,False,Sensor signal clipping observed during startup surge.
-42930,2024-05-29 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.813,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42931,2024-05-29 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.737,False,Sensor enclosure opened for manual calibration verification.
-42932,2024-05-29 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.732,False,Temperature variance narrowed after coolant nozzle cleaning.
-42933,2024-05-29 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Pressure line purge completed before restart authorization.
-42934,2024-05-29 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.778,False,Temperature remained elevated during unscheduled overtime run.
-42935,2024-05-29 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.796,False,Warning threshold updated for pilot predictive-maintenance model.
-42936,2024-05-29 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.743,False,Machine throughput increase drove sustained pressure uplift.
-42937,2024-05-29 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.859,False,Maintenance scheduler deferred calibration due to spare shortage.
-42938,2024-05-29 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.165,False,SCADA backfill inserted two delayed telemetry points.
-42939,2024-05-29 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.831,False,Quality hold reduced finishing booth activity for one shift.
-42940,2024-05-29 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.825,False,Ambient temperature stabilized after HVAC stage-two engagement.
-42941,2024-05-29 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.2,False,Coolant loop adjustment reduced chamber temperature spread.
-42942,2024-05-29 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.205,False,Dust extraction fan offline for 18 minutes on line finishing.
-42943,2024-05-29 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.711,False,Dust extraction fan offline for 18 minutes on line finishing.
-42944,2024-05-29 02:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.344,False,Vibration harmonics broadened during extended production run.
-42945,2024-05-29 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.325,False,Edge collector replayed buffered events after network recovery.
-42946,2024-05-29 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.564,False,Sensor signal clipping observed during startup surge.
-42947,2024-05-29 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.995,False,Compressed air fluctuation introduced pressure noise for two cycles.
-42948,2024-05-29 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.262,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42949,2024-05-29 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.598,False,Machine idle period extended during planned sanitation window.
-42950,2024-05-29 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.225,False,Short-lived packet loss observed at edge gateway gw-02.
-42951,2024-05-29 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.537,False,Edge collector replayed buffered events after network recovery.
-42952,2024-05-29 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.314,False,Edge collector replayed buffered events after network recovery.
-42953,2024-05-29 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Vibration harmonics broadened during extended production run.
-42954,2024-05-29 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.942,False,Machine idle period extended during planned sanitation window.
-42955,2024-05-29 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.859,False,Bearing temperature rising faster than baseline on spindle cell.
-42956,2024-05-29 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.34,False,Warning threshold updated for pilot predictive-maintenance model.
-42957,2024-05-29 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.138,False,Reliability engineer tagged sample window for model retraining.
-42958,2024-05-29 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.017,False,Pressure line purge completed before restart authorization.
-42959,2024-05-29 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.104,False,Reliability engineer tagged sample window for model retraining.
-42960,2024-05-29 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.913,False,Night shift startup produced higher than normal vibration floor.
-42961,2024-05-29 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.957,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-42962,2024-05-29 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.031,False,Packaging line stop reduced adjacent vibration background.
-42963,2024-05-29 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.563,False,Pressure peak corresponds to oversized billet batch processing.
-42964,2024-05-29 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.161,False,Anomaly review flagged possible bearing wear progression.
-42965,2024-05-29 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.501,False,Coolant loop adjustment reduced chamber temperature spread.
-42966,2024-05-29 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.207,False,Sensor enclosure opened for manual calibration verification.
-42967,2024-05-29 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.646,False,Calibration check overdue by 11 days for press-line transducer.
-42968,2024-05-29 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.792,False,Anomaly review flagged possible bearing wear progression.
-42969,2024-05-29 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.598,False,Quality team requested trace review for lot 24-118B.
-42970,2024-05-29 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.848,False,Temperature remained elevated during unscheduled overtime run.
-42971,2024-05-29 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.614,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-42972,2024-05-29 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.086,False,Short-lived packet loss observed at edge gateway gw-02.
-42973,2024-05-29 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.865,False,Reliability engineer tagged sample window for model retraining.
-42974,2024-05-29 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.718,False,Humidity baseline improved after seal replacement.
-42975,2024-05-29 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.974,False,Humidity readings track seasonal rise across late spring.
-42976,2024-05-29 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.688,False,Condensation warning cleared after dehumidifier ramp-up.
-42977,2024-05-29 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.6,False,Maintenance note logged for coupling imbalance inspection.
-42978,2024-05-29 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.331,False,Vibration harmonics broadened during extended production run.
-42979,2024-05-29 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.031,False,Temporary gateway failover completed without data loss.
-42980,2024-05-29 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.065,False,Supervisory alert generated after three consecutive threshold breaches.
-42981,2024-05-29 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.487,False,Operator reported intermittent chatter on machine CNC-04.
-42982,2024-05-29 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.762,False,Sensor enclosure opened for manual calibration verification.
-42983,2024-05-29 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.99,False,Vibration burst exceeds envelope during tool change cycle.
-42984,2024-05-29 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.811,False,Calibration check overdue by 11 days for press-line transducer.
-42985,2024-05-29 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.829,False,Coolant loop adjustment reduced chamber temperature spread.
-42986,2024-05-29 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.469,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42987,2024-05-29 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.794,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-42988,2024-05-29 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.254,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42989,2024-05-29 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.409,False,Vibration burst exceeds envelope during tool change cycle.
-42990,2024-05-29 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.804,False,Reliability engineer tagged sample window for model retraining.
-42991,2024-05-29 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.533,False,Sensor battery health remains nominal after firmware update.
-42992,2024-05-29 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.176,False,Temperature variance narrowed after coolant nozzle cleaning.
-42993,2024-05-29 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.791,False,Heat-treat furnace door cycling increased localized temperature spikes.
-42994,2024-05-29 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.636,False,Bearing temperature rising faster than baseline on spindle cell.
-42995,2024-05-29 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,6.967,False,Press cycle dwell time lengthened during high-volume batch.
-42996,2024-05-29 06:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,41.144,False,SCADA backfill inserted two delayed telemetry points.
-42997,2024-05-29 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.178,False,Packaging line stop reduced adjacent vibration background.
-42998,2024-05-29 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.561,False,Machine idle period extended during planned sanitation window.
-42999,2024-05-29 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.299,False,Machine throughput increase drove sustained pressure uplift.
-43000,2024-05-29 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.89,False,Operator reset acknowledged after red-tag inspection.
-43001,2024-05-29 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.629,False,Vibration harmonics broadened during extended production run.
-43002,2024-05-29 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.539,False,Humidity readings track seasonal rise across late spring.
-43003,2024-05-29 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.246,False,Dust extraction fan offline for 18 minutes on line finishing.
-43004,2024-05-29 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.935,False,Hydraulic line pressure oscillation detected under load.
-43005,2024-05-29 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.851,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43006,2024-05-29 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.47,False,Hydraulic line pressure oscillation detected under load.
-43007,2024-05-29 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.794,False,Maintenance note logged for coupling imbalance inspection.
-43008,2024-05-29 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.645,False,Temperature variance narrowed after coolant nozzle cleaning.
-43009,2024-05-29 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.101,False,Telemetry quality flag downgraded during sensor self-test window.
-43010,2024-05-29 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.589,False,Bearing temperature rising faster than baseline on spindle cell.
-43011,2024-05-29 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.063,False,Humidity readings track seasonal rise across late spring.
-43012,2024-05-29 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.24,False,Night shift startup produced higher than normal vibration floor.
-43013,2024-05-29 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.421,False,Vibration harmonics broadened during extended production run.
-43014,2024-05-29 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.954,False,Machine throughput increase drove sustained pressure uplift.
-43015,2024-05-29 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.508,False,Pressure settled back to nominal after valve reseat.
-43016,2024-05-29 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.592,False,Humidity climbed during dock-door open period in afternoon shift.
-43017,2024-05-29 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.25,False,Quality hold reduced finishing booth activity for one shift.
-43018,2024-05-29 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.591,False,Maintenance note logged for coupling imbalance inspection.
-43019,2024-05-29 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.697,False,Maintenance note logged for coupling imbalance inspection.
-43020,2024-05-29 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.116,False,Telemetry quality flag downgraded during sensor self-test window.
-43021,2024-05-29 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Pressure settled back to nominal after valve reseat.
-43022,2024-05-29 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.77,False,Pressure line purge completed before restart authorization.
-43023,2024-05-29 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.173,False,Vibration burst exceeds envelope during tool change cycle.
-43024,2024-05-29 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.212,False,Supervisory alert generated after three consecutive threshold breaches.
-43025,2024-05-29 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.49,False,Coolant loop adjustment reduced chamber temperature spread.
-43026,2024-05-29 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,66.42,False,Maintenance scheduler deferred calibration due to spare shortage.
-43027,2024-05-29 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.516,False,Humidity climbed during dock-door open period in afternoon shift.
-43028,2024-05-29 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.103,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43029,2024-05-29 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.787,False,Maintenance scheduler deferred calibration due to spare shortage.
-43030,2024-05-29 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.782,False,Quality team requested trace review for lot 24-118B.
-43031,2024-05-29 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.54,False,Sensor enclosure opened for manual calibration verification.
-43032,2024-05-29 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.951,False,Vibration harmonics broadened during extended production run.
-43033,2024-05-29 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.053,False,Temperature remained elevated during unscheduled overtime run.
-43034,2024-05-29 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.536,False,Press cycle dwell time lengthened during high-volume batch.
-43035,2024-05-29 10:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.521,False,Sensor battery health remains nominal after firmware update.
-43036,2024-05-29 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.689,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43037,2024-05-29 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.167,False,Humidity climbed during dock-door open period in afternoon shift.
-43038,2024-05-29 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.802,False,Short-lived packet loss observed at edge gateway gw-02.
-43039,2024-05-29 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.752,False,Sensor enclosure opened for manual calibration verification.
-43040,2024-05-29 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.511,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43041,2024-05-29 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.448,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43042,2024-05-29 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.098,False,Condensation warning cleared after dehumidifier ramp-up.
-43043,2024-05-29 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.371,False,Short-lived packet loss observed at edge gateway gw-02.
-43044,2024-05-29 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.134,False,Humidity excursion near finishing booth during coating run.
-43045,2024-05-29 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.088,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43046,2024-05-29 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.063,False,Sensor signal clipping observed during startup surge.
-43047,2024-05-29 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.386,False,Vibration baseline recovered after tool holder replacement.
-43048,2024-05-29 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.92,False,Condensation warning cleared after dehumidifier ramp-up.
-43049,2024-05-29 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.989,False,Bearing temperature rising faster than baseline on spindle cell.
-43050,2024-05-29 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.614,False,Supervisory alert generated after three consecutive threshold breaches.
-43051,2024-05-29 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.616,False,Hydraulic line pressure oscillation detected under load.
-43052,2024-05-29 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.868,False,Unbalanced load introduced cyclical pressure ripple.
-43053,2024-05-29 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.539,False,Machine throughput increase drove sustained pressure uplift.
-43054,2024-05-29 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.596,False,Vibration harmonics broadened during extended production run.
-43055,2024-05-29 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.793,False,Vibration baseline recovered after tool holder replacement.
-43056,2024-05-29 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.798,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43057,2024-05-29 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.354,False,Packaging line stop reduced adjacent vibration background.
-43058,2024-05-29 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.94,False,Humidity baseline improved after seal replacement.
-43059,2024-05-29 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.548,False,Calibration check overdue by 11 days for press-line transducer.
-43060,2024-05-29 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.231,False,Humidity excursion near finishing booth during coating run.
-43061,2024-05-29 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.774,False,Vibration baseline recovered after tool holder replacement.
-43062,2024-05-29 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.347,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43063,2024-05-29 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.028,False,Maintenance note logged for coupling imbalance inspection.
-43064,2024-05-29 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.472,False,Maintenance crew confirmed lubrication interval was missed.
-43065,2024-05-29 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.657,False,Short-lived packet loss observed at edge gateway gw-02.
-43066,2024-05-29 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.61,False,Sensor battery health remains nominal after firmware update.
-43067,2024-05-29 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.662,False,Thermal overshoot event coincided with recipe change on furnace.
-43068,2024-05-29 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.372,False,Warning threshold updated for pilot predictive-maintenance model.
-43069,2024-05-29 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.592,False,Operator reset acknowledged after red-tag inspection.
-43070,2024-05-29 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.538,False,Supervisory alert generated after three consecutive threshold breaches.
-43071,2024-05-29 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.903,False,Edge collector replayed buffered events after network recovery.
-43072,2024-05-29 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.576,False,Supervisory alert generated after three consecutive threshold breaches.
-43073,2024-05-29 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.216,False,Bearing temperature rising faster than baseline on spindle cell.
-43074,2024-05-29 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.137,False,Sensor battery health remains nominal after firmware update.
-43075,2024-05-29 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.417,False,Humidity baseline improved after seal replacement.
-43076,2024-05-29 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.587,False,Humidity excursion near finishing booth during coating run.
-43077,2024-05-29 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.995,False,Machine throughput increase drove sustained pressure uplift.
-43078,2024-05-29 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.753,False,Anomaly review flagged possible bearing wear progression.
-43079,2024-05-29 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.606,False,Machine idle period extended during planned sanitation window.
-43080,2024-05-29 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.614,False,Air handler maintenance reduced humidity variance on finishing line.
-43081,2024-05-29 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.643,False,Pressure settled back to nominal after valve reseat.
-43082,2024-05-29 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.812,False,Condensation warning cleared after dehumidifier ramp-up.
-43083,2024-05-29 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.982,False,Condensation warning cleared after dehumidifier ramp-up.
-43084,2024-05-29 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.774,False,Short-lived packet loss observed at edge gateway gw-02.
-43085,2024-05-29 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.264,False,Telemetry quality flag downgraded during sensor self-test window.
-43086,2024-05-29 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.822,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43087,2024-05-29 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.634,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43088,2024-05-29 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.557,False,Sensor enclosure opened for manual calibration verification.
-43089,2024-05-29 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.345,False,Thermal ramp exceeded expected warmup curve before shift start.
-43090,2024-05-29 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.819,False,Sensor battery health remains nominal after firmware update.
-43091,2024-05-29 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.488,False,Night shift startup produced higher than normal vibration floor.
-43092,2024-05-29 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.21,False,Reliability engineer tagged sample window for model retraining.
-43093,2024-05-29 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.135,False,Thermal ramp exceeded expected warmup curve before shift start.
-43094,2024-05-29 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.937,False,Night shift startup produced higher than normal vibration floor.
-43095,2024-05-29 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.217,False,Vibration harmonics broadened during extended production run.
-43096,2024-05-29 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.433,False,Quality team requested trace review for lot 24-118B.
-43097,2024-05-29 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.439,False,Thermal ramp exceeded expected warmup curve before shift start.
-43098,2024-05-29 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.681,False,Packaging line stop reduced adjacent vibration background.
-43099,2024-05-29 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.001,False,Quality team requested trace review for lot 24-118B.
-43100,2024-05-29 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.411,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43101,2024-05-29 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.47,False,Humidity excursion near finishing booth during coating run.
-43102,2024-05-29 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.469,False,Warning threshold updated for pilot predictive-maintenance model.
-43103,2024-05-29 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.722,False,Pressure peak corresponds to oversized billet batch processing.
-43104,2024-05-29 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.695,False,Transient outlier matched forklift impact near cabinet wall.
-43105,2024-05-29 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.119,False,Maintenance crew confirmed lubrication interval was missed.
-43106,2024-05-29 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.259,False,Unbalanced load introduced cyclical pressure ripple.
-43107,2024-05-29 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.367,False,Unbalanced load introduced cyclical pressure ripple.
-43108,2024-05-29 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.162,False,Operator reset acknowledged after red-tag inspection.
-43109,2024-05-29 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.395,False,Temperature variance narrowed after coolant nozzle cleaning.
-43110,2024-05-29 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.379,False,Operator reported intermittent chatter on machine CNC-04.
-43111,2024-05-29 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.673,False,Temporary gateway failover completed without data loss.
-43112,2024-05-29 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.347,False,Operator reported intermittent chatter on machine CNC-04.
-43113,2024-05-29 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.789,False,Temperature variance narrowed after coolant nozzle cleaning.
-43114,2024-05-29 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.763,False,Quality hold reduced finishing booth activity for one shift.
-43115,2024-05-29 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.509,False,Transient outlier matched forklift impact near cabinet wall.
-43116,2024-05-29 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.141,False,Humidity baseline improved after seal replacement.
-43117,2024-05-29 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.89,False,Bearing temperature rising faster than baseline on spindle cell.
-43118,2024-05-29 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.164,False,Vibration harmonics broadened during extended production run.
-43119,2024-05-29 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.181,False,Supervisory alert generated after three consecutive threshold breaches.
-43120,2024-05-29 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.716,False,Thermal ramp exceeded expected warmup curve before shift start.
-43121,2024-05-29 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.039,False,Quality hold reduced finishing booth activity for one shift.
-43122,2024-05-29 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.685,False,Vibration baseline recovered after tool holder replacement.
-43123,2024-05-29 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.147,False,Sensor battery health remains nominal after firmware update.
-43124,2024-05-29 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.939,False,Thermal ramp exceeded expected warmup curve before shift start.
-43125,2024-05-29 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.907,False,Bearing temperature rising faster than baseline on spindle cell.
-43126,2024-05-29 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.886,False,Thermal ramp exceeded expected warmup curve before shift start.
-43127,2024-05-29 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.373,False,Dust extraction fan offline for 18 minutes on line finishing.
-43128,2024-05-29 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.012,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43129,2024-05-29 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.176,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43130,2024-05-29 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.484,False,Shift handoff note referenced unusual noise near press enclosure.
-43131,2024-05-29 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.673,False,Vibration baseline recovered after tool holder replacement.
-43132,2024-05-29 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.057,False,Coolant loop adjustment reduced chamber temperature spread.
-43133,2024-05-29 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.772,False,Hydraulic line pressure oscillation detected under load.
-43134,2024-05-29 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.154,False,Pressure settled back to nominal after valve reseat.
-43135,2024-05-29 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.921,False,Maintenance crew confirmed lubrication interval was missed.
-43136,2024-05-29 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.705,False,Calibration check overdue by 11 days for press-line transducer.
-43137,2024-05-29 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.763,False,Calibration check overdue by 11 days for press-line transducer.
-43138,2024-05-29 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.098,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43139,2024-05-29 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.426,False,Maintenance scheduler deferred calibration due to spare shortage.
-43140,2024-05-29 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.87,False,SCADA backfill inserted two delayed telemetry points.
-43141,2024-05-29 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.75,False,Operator reset acknowledged after red-tag inspection.
-43142,2024-05-29 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.139,False,Sensor enclosure opened for manual calibration verification.
-43143,2024-05-29 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.665,False,Machine throughput increase drove sustained pressure uplift.
-43144,2024-05-29 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.666,False,Unbalanced load introduced cyclical pressure ripple.
-43145,2024-05-29 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.32,False,Press cycle dwell time lengthened during high-volume batch.
-43146,2024-05-29 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.837,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43147,2024-05-29 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.641,False,Vibration burst exceeds envelope during tool change cycle.
-43148,2024-05-29 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.451,False,Temperature remained elevated during unscheduled overtime run.
-43149,2024-05-29 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.69,False,Unbalanced load introduced cyclical pressure ripple.
-43150,2024-05-29 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.456,False,Anomaly review flagged possible bearing wear progression.
-43151,2024-05-29 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.313,False,Calibration check overdue by 11 days for press-line transducer.
-43152,2024-05-29 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.32,False,Pressure peak corresponds to oversized billet batch processing.
-43153,2024-05-29 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.242,False,Thermal overshoot event coincided with recipe change on furnace.
-43154,2024-05-29 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.821,False,Humidity readings track seasonal rise across late spring.
-43155,2024-05-29 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.705,False,Maintenance note logged for coupling imbalance inspection.
-43156,2024-05-29 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.259,False,Temperature remained elevated during unscheduled overtime run.
-43157,2024-05-29 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.458,False,Sensor signal clipping observed during startup surge.
-43158,2024-05-29 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.135,False,Machine throughput increase drove sustained pressure uplift.
-43159,2024-05-29 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.299,False,Maintenance crew confirmed lubrication interval was missed.
-43160,2024-05-29 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.071,False,Press cycle dwell time lengthened during high-volume batch.
-43161,2024-05-29 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.221,False,Vibration harmonics broadened during extended production run.
-43162,2024-05-29 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.906,False,Maintenance scheduler deferred calibration due to spare shortage.
-43163,2024-05-29 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.799,False,Hydraulic line pressure oscillation detected under load.
-43164,2024-05-29 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.174,False,Pressure settled back to nominal after valve reseat.
-43165,2024-05-29 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.633,False,Pressure line purge completed before restart authorization.
-43166,2024-05-29 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.845,False,Maintenance note logged for coupling imbalance inspection.
-43167,2024-05-29 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.176,False,Sensor battery health remains nominal after firmware update.
-43168,2024-05-29 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.669,False,Maintenance note logged for coupling imbalance inspection.
-43169,2024-05-29 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Shift handoff note referenced unusual noise near press enclosure.
-43170,2024-05-29 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.869,False,Sensor heartbeat delayed by one interval after gateway retry.
-43171,2024-05-29 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.758,False,Temperature variance narrowed after coolant nozzle cleaning.
-43172,2024-05-29 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.706,False,Sensor enclosure opened for manual calibration verification.
-43173,2024-05-29 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Vibration burst exceeds envelope during tool change cycle.
-43174,2024-05-29 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.565,False,Quality hold reduced finishing booth activity for one shift.
-43175,2024-05-29 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.43,False,Humidity readings track seasonal rise across late spring.
-43176,2024-05-29 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.114,False,Humidity readings track seasonal rise across late spring.
-43177,2024-05-29 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.95,False,Operator reported intermittent chatter on machine CNC-04.
-43178,2024-05-29 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.767,False,Shift handoff note referenced unusual noise near press enclosure.
-43179,2024-05-29 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.009,False,Shift handoff note referenced unusual noise near press enclosure.
-43180,2024-05-29 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.726,False,Temperature remained elevated during unscheduled overtime run.
-43181,2024-05-29 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.649,False,Thermal overshoot event coincided with recipe change on furnace.
-43182,2024-05-29 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.722,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43183,2024-05-29 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.772,False,Condensation warning cleared after dehumidifier ramp-up.
-43184,2024-05-29 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.463,False,Dust extraction fan offline for 18 minutes on line finishing.
-43185,2024-05-29 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.13,False,Maintenance scheduler deferred calibration due to spare shortage.
-43186,2024-05-29 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.577,False,Short-lived packet loss observed at edge gateway gw-02.
-43187,2024-05-29 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.189,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43188,2024-05-29 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.412,False,Warning threshold updated for pilot predictive-maintenance model.
-43189,2024-05-29 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.332,False,Shift handoff note referenced unusual noise near press enclosure.
-43190,2024-05-29 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.402,False,Telemetry quality flag downgraded during sensor self-test window.
-43191,2024-05-29 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.763,False,Machine idle period extended during planned sanitation window.
-43192,2024-05-29 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.83,False,Pressure line purge completed before restart authorization.
-43193,2024-05-29 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.892,False,Shift handoff note referenced unusual noise near press enclosure.
-43194,2024-05-29 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.082,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43195,2024-05-29 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.707,False,Vibration baseline recovered after tool holder replacement.
-43196,2024-05-29 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.961,False,Maintenance scheduler deferred calibration due to spare shortage.
-43197,2024-05-29 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.096,False,Sensor battery health remains nominal after firmware update.
-43198,2024-05-29 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.637,False,Anomaly review flagged possible bearing wear progression.
-43199,2024-05-29 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.838,False,Vibration harmonics broadened during extended production run.
-43200,2024-05-29 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.077,False,Maintenance note logged for coupling imbalance inspection.
-43201,2024-05-30 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.162,False,Temporary gateway failover completed without data loss.
-43202,2024-05-30 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.434,False,Vibration baseline recovered after tool holder replacement.
-43203,2024-05-30 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.305,False,Temperature variance narrowed after coolant nozzle cleaning.
-43204,2024-05-30 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.533,False,Quality team requested trace review for lot 24-118B.
-43205,2024-05-30 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43206,2024-05-30 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.739,False,Shift handoff note referenced unusual noise near press enclosure.
-43207,2024-05-30 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.952,False,Warning threshold updated for pilot predictive-maintenance model.
-43208,2024-05-30 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.446,False,Bearing temperature rising faster than baseline on spindle cell.
-43209,2024-05-30 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.317,False,Bearing temperature rising faster than baseline on spindle cell.
-43210,2024-05-30 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.862,False,Hydraulic line pressure oscillation detected under load.
-43211,2024-05-30 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.387,False,Sensor signal clipping observed during startup surge.
-43212,2024-05-30 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.356,False,Calibration check overdue by 11 days for press-line transducer.
-43213,2024-05-30 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.695,False,SCADA backfill inserted two delayed telemetry points.
-43214,2024-05-30 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.868,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43215,2024-05-30 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.041,False,Pressure line purge completed before restart authorization.
-43216,2024-05-30 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.274,False,Dust extraction fan offline for 18 minutes on line finishing.
-43217,2024-05-30 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.47,False,Reliability engineer tagged sample window for model retraining.
-43218,2024-05-30 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.616,False,Short-lived packet loss observed at edge gateway gw-02.
-43219,2024-05-30 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.772,False,Quality team requested trace review for lot 24-118B.
-43220,2024-05-30 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.999,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43221,2024-05-30 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.663,False,Sensor battery health remains nominal after firmware update.
-43222,2024-05-30 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.762,False,Maintenance note logged for coupling imbalance inspection.
-43223,2024-05-30 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.953,False,Thermal overshoot event coincided with recipe change on furnace.
-43224,2024-05-30 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.085,False,Edge collector replayed buffered events after network recovery.
-43225,2024-05-30 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.824,False,Condensation warning cleared after dehumidifier ramp-up.
-43226,2024-05-30 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.737,False,Temperature variance narrowed after coolant nozzle cleaning.
-43227,2024-05-30 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.275,False,Quality team requested trace review for lot 24-118B.
-43228,2024-05-30 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.014,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43229,2024-05-30 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Coolant loop adjustment reduced chamber temperature spread.
-43230,2024-05-30 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.041,False,Maintenance crew confirmed lubrication interval was missed.
-43231,2024-05-30 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.55,False,Machine throughput increase drove sustained pressure uplift.
-43232,2024-05-30 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,39.875,False,Night shift startup produced higher than normal vibration floor.
-43233,2024-05-30 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.584,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43234,2024-05-30 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.537,False,Shift handoff note referenced unusual noise near press enclosure.
-43235,2024-05-30 02:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.908,False,Pressure line purge completed before restart authorization.
-43236,2024-05-30 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.323,False,Sensor enclosure opened for manual calibration verification.
-43237,2024-05-30 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.152,False,Sensor heartbeat delayed by one interval after gateway retry.
-43238,2024-05-30 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,63.164,False,Unbalanced load introduced cyclical pressure ripple.
-43239,2024-05-30 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.548,False,Operator reported intermittent chatter on machine CNC-04.
-43240,2024-05-30 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.017,False,Dust extraction fan offline for 18 minutes on line finishing.
-43241,2024-05-30 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.441,False,Maintenance crew confirmed lubrication interval was missed.
-43242,2024-05-30 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.112,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43243,2024-05-30 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.058,False,Operator reported intermittent chatter on machine CNC-04.
-43244,2024-05-30 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.087,False,Hydraulic line pressure oscillation detected under load.
-43245,2024-05-30 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.646,False,Operator reported intermittent chatter on machine CNC-04.
-43246,2024-05-30 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.086,False,Vibration baseline recovered after tool holder replacement.
-43247,2024-05-30 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.94,False,Vibration baseline recovered after tool holder replacement.
-43248,2024-05-30 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.397,False,Humidity excursion near finishing booth during coating run.
-43249,2024-05-30 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.549,False,Shift handoff note referenced unusual noise near press enclosure.
-43250,2024-05-30 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.92,False,Dust extraction fan offline for 18 minutes on line finishing.
-43251,2024-05-30 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.557,False,Short-lived packet loss observed at edge gateway gw-02.
-43252,2024-05-30 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.575,False,Air handler maintenance reduced humidity variance on finishing line.
-43253,2024-05-30 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.033,False,Coolant loop adjustment reduced chamber temperature spread.
-43254,2024-05-30 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.963,False,Unbalanced load introduced cyclical pressure ripple.
-43255,2024-05-30 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.122,False,Condensation warning cleared after dehumidifier ramp-up.
-43256,2024-05-30 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.884,False,Condensation warning cleared after dehumidifier ramp-up.
-43257,2024-05-30 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.048,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43258,2024-05-30 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.55,False,Vibration burst exceeds envelope during tool change cycle.
-43259,2024-05-30 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.486,False,SCADA backfill inserted two delayed telemetry points.
-43260,2024-05-30 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.971,False,Operator reset acknowledged after red-tag inspection.
-43261,2024-05-30 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.882,False,Vibration burst exceeds envelope during tool change cycle.
-43262,2024-05-30 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.903,False,Anomaly review flagged possible bearing wear progression.
-43263,2024-05-30 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.031,False,SCADA backfill inserted two delayed telemetry points.
-43264,2024-05-30 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.258,False,Warning threshold updated for pilot predictive-maintenance model.
-43265,2024-05-30 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.547,False,Short-lived packet loss observed at edge gateway gw-02.
-43266,2024-05-30 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.97,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43267,2024-05-30 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.67,False,Operator reported intermittent chatter on machine CNC-04.
-43268,2024-05-30 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.703,False,Warning threshold updated for pilot predictive-maintenance model.
-43269,2024-05-30 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.728,False,Humidity climbed during dock-door open period in afternoon shift.
-43270,2024-05-30 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.889,False,Vibration harmonics broadened during extended production run.
-43271,2024-05-30 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.586,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43272,2024-05-30 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.749,False,Maintenance scheduler deferred calibration due to spare shortage.
-43273,2024-05-30 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.066,False,Edge collector replayed buffered events after network recovery.
-43274,2024-05-30 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.461,False,Vibration harmonics broadened during extended production run.
-43275,2024-05-30 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.324,False,Transient outlier matched forklift impact near cabinet wall.
-43276,2024-05-30 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.192,False,Maintenance crew confirmed lubrication interval was missed.
-43277,2024-05-30 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.005,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43278,2024-05-30 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.294,False,Sensor heartbeat delayed by one interval after gateway retry.
-43279,2024-05-30 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.26,False,Vibration harmonics broadened during extended production run.
-43280,2024-05-30 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.164,False,Vibration baseline recovered after tool holder replacement.
-43281,2024-05-30 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.956,False,Quality team requested trace review for lot 24-118B.
-43282,2024-05-30 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.565,False,Thermal overshoot event coincided with recipe change on furnace.
-43283,2024-05-30 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.315,False,Maintenance scheduler deferred calibration due to spare shortage.
-43284,2024-05-30 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.442,False,Temperature remained elevated during unscheduled overtime run.
-43285,2024-05-30 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.689,False,Press cycle dwell time lengthened during high-volume batch.
-43286,2024-05-30 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.334,False,Edge collector replayed buffered events after network recovery.
-43287,2024-05-30 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.563,False,Vibration burst exceeds envelope during tool change cycle.
-43288,2024-05-30 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.03,False,Warning threshold updated for pilot predictive-maintenance model.
-43289,2024-05-30 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.353,False,Quality team requested trace review for lot 24-118B.
-43290,2024-05-30 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.867,False,Air handler maintenance reduced humidity variance on finishing line.
-43291,2024-05-30 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.652,False,Transient outlier matched forklift impact near cabinet wall.
-43292,2024-05-30 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.881,False,Packaging line stop reduced adjacent vibration background.
-43293,2024-05-30 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.384,False,Quality team requested trace review for lot 24-118B.
-43294,2024-05-30 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.999,False,Press cycle dwell time lengthened during high-volume batch.
-43295,2024-05-30 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.316,False,Calibration check overdue by 11 days for press-line transducer.
-43296,2024-05-30 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.944,False,Maintenance crew confirmed lubrication interval was missed.
-43297,2024-05-30 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.592,False,Vibration burst exceeds envelope during tool change cycle.
-43298,2024-05-30 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.281,False,Dust extraction fan offline for 18 minutes on line finishing.
-43299,2024-05-30 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.321,False,SCADA backfill inserted two delayed telemetry points.
-43300,2024-05-30 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.707,False,Pressure line purge completed before restart authorization.
-43301,2024-05-30 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.788,False,Pressure peak corresponds to oversized billet batch processing.
-43302,2024-05-30 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.972,False,Telemetry quality flag downgraded during sensor self-test window.
-43303,2024-05-30 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.923,False,Thermal ramp exceeded expected warmup curve before shift start.
-43304,2024-05-30 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.626,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43305,2024-05-30 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.242,False,Bearing temperature rising faster than baseline on spindle cell.
-43306,2024-05-30 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.004,False,Calibration check overdue by 11 days for press-line transducer.
-43307,2024-05-30 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.677,False,Press cycle dwell time lengthened during high-volume batch.
-43308,2024-05-30 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.056,False,Bearing temperature rising faster than baseline on spindle cell.
-43309,2024-05-30 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.617,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43310,2024-05-30 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.102,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43311,2024-05-30 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.987,False,SCADA backfill inserted two delayed telemetry points.
-43312,2024-05-30 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.129,False,Quality hold reduced finishing booth activity for one shift.
-43313,2024-05-30 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.645,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43314,2024-05-30 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.956,False,Calibration check overdue by 11 days for press-line transducer.
-43315,2024-05-30 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.958,False,Packaging line stop reduced adjacent vibration background.
-43316,2024-05-30 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.26,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43317,2024-05-30 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.402,False,Air handler maintenance reduced humidity variance on finishing line.
-43318,2024-05-30 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.323,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43319,2024-05-30 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43320,2024-05-30 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.854,False,Operator reset acknowledged after red-tag inspection.
-43321,2024-05-30 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.909,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43322,2024-05-30 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.7,False,Pressure line purge completed before restart authorization.
-43323,2024-05-30 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.657,False,Thermal ramp exceeded expected warmup curve before shift start.
-43324,2024-05-30 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.946,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43325,2024-05-30 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.308,False,Calibration check overdue by 11 days for press-line transducer.
-43326,2024-05-30 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.756,False,Humidity baseline improved after seal replacement.
-43327,2024-05-30 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.892,False,Pressure line purge completed before restart authorization.
-43328,2024-05-30 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.179,False,Thermal ramp exceeded expected warmup curve before shift start.
-43329,2024-05-30 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.735,False,Transient outlier matched forklift impact near cabinet wall.
-43330,2024-05-30 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.442,False,Night shift startup produced higher than normal vibration floor.
-43331,2024-05-30 10:50:00,3,pressure,bar,HYD-07,press-line,day,critical,7.672,False,Press cycle dwell time lengthened during high-volume batch.
-43332,2024-05-30 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.849,False,Vibration burst exceeds envelope during tool change cycle.
-43333,2024-05-30 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.351,False,Operator reported intermittent chatter on machine CNC-04.
-43334,2024-05-30 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.791,False,Temperature variance narrowed after coolant nozzle cleaning.
-43335,2024-05-30 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.026,False,Maintenance scheduler deferred calibration due to spare shortage.
-43336,2024-05-30 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.058,False,Pressure line purge completed before restart authorization.
-43337,2024-05-30 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.567,False,Bearing temperature rising faster than baseline on spindle cell.
-43338,2024-05-30 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.565,False,Shift handoff note referenced unusual noise near press enclosure.
-43339,2024-05-30 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43340,2024-05-30 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.681,False,Bearing temperature rising faster than baseline on spindle cell.
-43341,2024-05-30 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.824,False,Bearing temperature rising faster than baseline on spindle cell.
-43342,2024-05-30 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.756,False,Pressure peak corresponds to oversized billet batch processing.
-43343,2024-05-30 11:50:00,3,pressure,bar,HYD-07,press-line,day,critical,9.183,False,Sensor signal clipping observed during startup surge.
-43344,2024-05-30 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,24.915,False,Telemetry quality flag downgraded during sensor self-test window.
-43345,2024-05-30 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.132,False,Pressure line purge completed before restart authorization.
-43346,2024-05-30 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.256,False,Maintenance crew confirmed lubrication interval was missed.
-43347,2024-05-30 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.672,False,Dust extraction fan offline for 18 minutes on line finishing.
-43348,2024-05-30 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.647,False,Thermal overshoot event coincided with recipe change on furnace.
-43349,2024-05-30 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.557,False,Packaging line stop reduced adjacent vibration background.
-43350,2024-05-30 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.637,False,Edge collector replayed buffered events after network recovery.
-43351,2024-05-30 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.809,False,Unbalanced load introduced cyclical pressure ripple.
-43352,2024-05-30 12:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.694,False,Coolant loop adjustment reduced chamber temperature spread.
-43353,2024-05-30 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.467,False,Operator reset acknowledged after red-tag inspection.
-43354,2024-05-30 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.118,False,Coolant loop adjustment reduced chamber temperature spread.
-43355,2024-05-30 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.737,False,Short-lived packet loss observed at edge gateway gw-02.
-43356,2024-05-30 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.515,False,Humidity baseline improved after seal replacement.
-43357,2024-05-30 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.272,False,Sensor battery health remains nominal after firmware update.
-43358,2024-05-30 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.919,False,Anomaly review flagged possible bearing wear progression.
-43359,2024-05-30 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.511,False,Thermal overshoot event coincided with recipe change on furnace.
-43360,2024-05-30 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.81,False,Pressure peak corresponds to oversized billet batch processing.
-43361,2024-05-30 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.128,False,Thermal overshoot event coincided with recipe change on furnace.
-43362,2024-05-30 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.68,False,Sensor heartbeat delayed by one interval after gateway retry.
-43363,2024-05-30 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.935,False,Anomaly review flagged possible bearing wear progression.
-43364,2024-05-30 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.705,False,Pressure line purge completed before restart authorization.
-43365,2024-05-30 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.72,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43366,2024-05-30 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.559,False,Machine throughput increase drove sustained pressure uplift.
-43367,2024-05-30 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.508,False,Humidity climbed during dock-door open period in afternoon shift.
-43368,2024-05-30 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.058,False,Vibration burst exceeds envelope during tool change cycle.
-43369,2024-05-30 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.393,False,Maintenance crew confirmed lubrication interval was missed.
-43370,2024-05-30 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.907,False,Temperature remained elevated during unscheduled overtime run.
-43371,2024-05-30 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.212,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43372,2024-05-30 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.873,False,Press cycle dwell time lengthened during high-volume batch.
-43373,2024-05-30 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.177,False,Hydraulic line pressure oscillation detected under load.
-43374,2024-05-30 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.163,False,Humidity readings track seasonal rise across late spring.
-43375,2024-05-30 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.791,False,Condensation warning cleared after dehumidifier ramp-up.
-43376,2024-05-30 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.363,False,Temperature variance narrowed after coolant nozzle cleaning.
-43377,2024-05-30 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.895,False,Machine idle period extended during planned sanitation window.
-43378,2024-05-30 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.013,False,Short-lived packet loss observed at edge gateway gw-02.
-43379,2024-05-30 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.03,False,Maintenance scheduler deferred calibration due to spare shortage.
-43380,2024-05-30 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.976,False,Machine idle period extended during planned sanitation window.
-43381,2024-05-30 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.263,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43382,2024-05-30 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.832,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43383,2024-05-30 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.757,False,SCADA backfill inserted two delayed telemetry points.
-43384,2024-05-30 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.765,False,Edge collector replayed buffered events after network recovery.
-43385,2024-05-30 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.88,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43386,2024-05-30 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,68.669,False,Transient outlier matched forklift impact near cabinet wall.
-43387,2024-05-30 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.844,False,Temperature remained elevated during unscheduled overtime run.
-43388,2024-05-30 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.177,False,Humidity climbed during dock-door open period in afternoon shift.
-43389,2024-05-30 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.991,False,Press cycle dwell time lengthened during high-volume batch.
-43390,2024-05-30 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.655,False,Sensor signal clipping observed during startup surge.
-43391,2024-05-30 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.933,False,Thermal overshoot event coincided with recipe change on furnace.
-43392,2024-05-30 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.606,False,Vibration baseline recovered after tool holder replacement.
-43393,2024-05-30 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.361,False,Humidity climbed during dock-door open period in afternoon shift.
-43394,2024-05-30 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.738,False,Unbalanced load introduced cyclical pressure ripple.
-43395,2024-05-30 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Temperature remained elevated during unscheduled overtime run.
-43396,2024-05-30 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.126,False,Thermal overshoot event coincided with recipe change on furnace.
-43397,2024-05-30 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.761,False,Warning threshold updated for pilot predictive-maintenance model.
-43398,2024-05-30 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.474,False,Humidity readings track seasonal rise across late spring.
-43399,2024-05-30 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.905,False,Operator reset acknowledged after red-tag inspection.
-43400,2024-05-30 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.567,False,Sensor heartbeat delayed by one interval after gateway retry.
-43401,2024-05-30 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.948,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43402,2024-05-30 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.187,False,Telemetry quality flag downgraded during sensor self-test window.
-43403,2024-05-30 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.417,False,Pressure settled back to nominal after valve reseat.
-43404,2024-05-30 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.031,False,Quality team requested trace review for lot 24-118B.
-43405,2024-05-30 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.27,False,Machine idle period extended during planned sanitation window.
-43406,2024-05-30 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.589,False,Humidity excursion near finishing booth during coating run.
-43407,2024-05-30 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.516,False,Anomaly review flagged possible bearing wear progression.
-43408,2024-05-30 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.559,False,Quality hold reduced finishing booth activity for one shift.
-43409,2024-05-30 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.206,False,SCADA backfill inserted two delayed telemetry points.
-43410,2024-05-30 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.836,False,Thermal overshoot event coincided with recipe change on furnace.
-43411,2024-05-30 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.345,False,Sensor heartbeat delayed by one interval after gateway retry.
-43412,2024-05-30 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.843,False,Pressure line purge completed before restart authorization.
-43413,2024-05-30 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.93,False,Thermal ramp exceeded expected warmup curve before shift start.
-43414,2024-05-30 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,61.733,False,Air handler maintenance reduced humidity variance on finishing line.
-43415,2024-05-30 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.835,False,Quality team requested trace review for lot 24-118B.
-43416,2024-05-30 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.198,False,Humidity climbed during dock-door open period in afternoon shift.
-43417,2024-05-30 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.263,False,Dust extraction fan offline for 18 minutes on line finishing.
-43418,2024-05-30 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.614,False,Humidity readings track seasonal rise across late spring.
-43419,2024-05-30 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.269,False,Transient outlier matched forklift impact near cabinet wall.
-43420,2024-05-30 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.291,False,Bearing temperature rising faster than baseline on spindle cell.
-43421,2024-05-30 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.795,False,Machine throughput increase drove sustained pressure uplift.
-43422,2024-05-30 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.224,False,Night shift startup produced higher than normal vibration floor.
-43423,2024-05-30 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.383,False,Pressure peak corresponds to oversized billet batch processing.
-43424,2024-05-30 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.799,False,Maintenance scheduler deferred calibration due to spare shortage.
-43425,2024-05-30 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.443,False,Humidity baseline improved after seal replacement.
-43426,2024-05-30 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.504,False,Pressure settled back to nominal after valve reseat.
-43427,2024-05-30 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.624,False,Press cycle dwell time lengthened during high-volume batch.
-43428,2024-05-30 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.558,False,Sensor enclosure opened for manual calibration verification.
-43429,2024-05-30 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.112,False,Short-lived packet loss observed at edge gateway gw-02.
-43430,2024-05-30 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.014,False,Sensor heartbeat delayed by one interval after gateway retry.
-43431,2024-05-30 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.857,False,Vibration baseline recovered after tool holder replacement.
-43432,2024-05-30 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.85,False,Thermal ramp exceeded expected warmup curve before shift start.
-43433,2024-05-30 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.417,False,Quality team requested trace review for lot 24-118B.
-43434,2024-05-30 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.952,False,Temperature remained elevated during unscheduled overtime run.
-43435,2024-05-30 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.597,False,Coolant loop adjustment reduced chamber temperature spread.
-43436,2024-05-30 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.83,False,Humidity baseline improved after seal replacement.
-43437,2024-05-30 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.372,False,Dust extraction fan offline for 18 minutes on line finishing.
-43438,2024-05-30 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.59,False,Pressure line purge completed before restart authorization.
-43439,2024-05-30 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.168,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43440,2024-05-30 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.187,False,Packaging line stop reduced adjacent vibration background.
-43441,2024-05-30 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.609,False,Sensor signal clipping observed during startup surge.
-43442,2024-05-30 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.36,False,Operator reset acknowledged after red-tag inspection.
-43443,2024-05-30 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.474,False,Shift handoff note referenced unusual noise near press enclosure.
-43444,2024-05-30 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.561,False,Packaging line stop reduced adjacent vibration background.
-43445,2024-05-30 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.09,False,Bearing temperature rising faster than baseline on spindle cell.
-43446,2024-05-30 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.717,False,Sensor heartbeat delayed by one interval after gateway retry.
-43447,2024-05-30 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.991,False,Pressure peak corresponds to oversized billet batch processing.
-43448,2024-05-30 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.013,False,Packaging line stop reduced adjacent vibration background.
-43449,2024-05-30 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.647,False,Pressure line purge completed before restart authorization.
-43450,2024-05-30 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.863,False,Quality hold reduced finishing booth activity for one shift.
-43451,2024-05-30 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.352,False,Humidity readings track seasonal rise across late spring.
-43452,2024-05-30 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.166,False,Quality hold reduced finishing booth activity for one shift.
-43453,2024-05-30 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.95,False,Operator reset acknowledged after red-tag inspection.
-43454,2024-05-30 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.81,False,Machine idle period extended during planned sanitation window.
-43455,2024-05-30 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.158,False,Coolant loop adjustment reduced chamber temperature spread.
-43456,2024-05-30 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.835,False,SCADA backfill inserted two delayed telemetry points.
-43457,2024-05-30 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Dust extraction fan offline for 18 minutes on line finishing.
-43458,2024-05-30 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.719,False,Machine idle period extended during planned sanitation window.
-43459,2024-05-30 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.605,False,Sensor heartbeat delayed by one interval after gateway retry.
-43460,2024-05-30 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.8,False,Calibration check overdue by 11 days for press-line transducer.
-43461,2024-05-30 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Calibration check overdue by 11 days for press-line transducer.
-43462,2024-05-30 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.675,False,Vibration burst exceeds envelope during tool change cycle.
-43463,2024-05-30 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.299,False,Sensor signal clipping observed during startup surge.
-43464,2024-05-30 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.972,False,Humidity climbed during dock-door open period in afternoon shift.
-43465,2024-05-30 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.567,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43466,2024-05-30 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.458,False,Vibration burst exceeds envelope during tool change cycle.
-43467,2024-05-30 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.189,False,Reliability engineer tagged sample window for model retraining.
-43468,2024-05-30 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.297,False,Bearing temperature rising faster than baseline on spindle cell.
-43469,2024-05-30 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.718,False,Pressure settled back to nominal after valve reseat.
-43470,2024-05-30 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.348,False,Quality team requested trace review for lot 24-118B.
-43471,2024-05-30 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.62,False,Humidity climbed during dock-door open period in afternoon shift.
-43472,2024-05-30 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.107,False,Maintenance scheduler deferred calibration due to spare shortage.
-43473,2024-05-30 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.197,False,Humidity baseline improved after seal replacement.
-43474,2024-05-30 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.635,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43475,2024-05-30 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.958,False,Quality hold reduced finishing booth activity for one shift.
-43476,2024-05-30 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.083,False,Temperature remained elevated during unscheduled overtime run.
-43477,2024-05-30 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,Bearing temperature rising faster than baseline on spindle cell.
-43478,2024-05-30 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.746,False,Calibration check overdue by 11 days for press-line transducer.
-43479,2024-05-30 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.645,False,Transient outlier matched forklift impact near cabinet wall.
-43480,2024-05-30 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.954,False,Humidity climbed during dock-door open period in afternoon shift.
-43481,2024-05-30 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.153,False,Warning threshold updated for pilot predictive-maintenance model.
-43482,2024-05-30 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.53,False,Dust extraction fan offline for 18 minutes on line finishing.
-43483,2024-05-30 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.371,False,Humidity readings track seasonal rise across late spring.
-43484,2024-05-30 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.085,False,Operator reported intermittent chatter on machine CNC-04.
-43485,2024-05-30 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.776,False,Bearing temperature rising faster than baseline on spindle cell.
-43486,2024-05-30 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.15,False,Operator reported intermittent chatter on machine CNC-04.
-43487,2024-05-30 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.14,False,Press cycle dwell time lengthened during high-volume batch.
-43488,2024-05-30 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.671,False,Sensor signal clipping observed during startup surge.
-43489,2024-05-31 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.193,False,Anomaly review flagged possible bearing wear progression.
-43490,2024-05-31 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.537,False,Short-lived packet loss observed at edge gateway gw-02.
-43491,2024-05-31 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.862,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43492,2024-05-31 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.313,False,Temporary gateway failover completed without data loss.
-43493,2024-05-31 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.454,False,Reliability engineer tagged sample window for model retraining.
-43494,2024-05-31 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.699,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43495,2024-05-31 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.039,False,Sensor battery health remains nominal after firmware update.
-43496,2024-05-31 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.443,False,Temperature variance narrowed after coolant nozzle cleaning.
-43497,2024-05-31 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.194,False,Sensor signal clipping observed during startup surge.
-43498,2024-05-31 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.786,False,Calibration check overdue by 11 days for press-line transducer.
-43499,2024-05-31 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.137,False,Operator reported intermittent chatter on machine CNC-04.
-43500,2024-05-31 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.135,False,Sensor enclosure opened for manual calibration verification.
-43501,2024-05-31 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.357,False,Thermal ramp exceeded expected warmup curve before shift start.
-43502,2024-05-31 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.586,False,Edge collector replayed buffered events after network recovery.
-43503,2024-05-31 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.589,False,Humidity readings track seasonal rise across late spring.
-43504,2024-05-31 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.944,False,Pressure peak corresponds to oversized billet batch processing.
-43505,2024-05-31 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.812,False,Packaging line stop reduced adjacent vibration background.
-43506,2024-05-31 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.468,False,Packaging line stop reduced adjacent vibration background.
-43507,2024-05-31 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.895,False,Calibration check overdue by 11 days for press-line transducer.
-43508,2024-05-31 01:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,42.64,False,Reliability engineer tagged sample window for model retraining.
-43509,2024-05-31 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.466,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43510,2024-05-31 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.658,False,Vibration harmonics broadened during extended production run.
-43511,2024-05-31 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.314,False,Anomaly review flagged possible bearing wear progression.
-43512,2024-05-31 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.554,False,Anomaly review flagged possible bearing wear progression.
-43513,2024-05-31 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.279,False,Shift handoff note referenced unusual noise near press enclosure.
-43514,2024-05-31 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.94,False,Condensation warning cleared after dehumidifier ramp-up.
-43515,2024-05-31 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.218,False,Condensation warning cleared after dehumidifier ramp-up.
-43516,2024-05-31 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.944,False,Anomaly review flagged possible bearing wear progression.
-43517,2024-05-31 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.607,False,Short-lived packet loss observed at edge gateway gw-02.
-43518,2024-05-31 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,51.589,False,Machine throughput increase drove sustained pressure uplift.
-43519,2024-05-31 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.967,False,Warning threshold updated for pilot predictive-maintenance model.
-43520,2024-05-31 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.358,False,Pressure peak corresponds to oversized billet batch processing.
-43521,2024-05-31 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.677,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43522,2024-05-31 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.066,False,Edge collector replayed buffered events after network recovery.
-43523,2024-05-31 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.664,False,Telemetry quality flag downgraded during sensor self-test window.
-43524,2024-05-31 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.507,False,Maintenance crew confirmed lubrication interval was missed.
-43525,2024-05-31 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.7,False,Transient outlier matched forklift impact near cabinet wall.
-43526,2024-05-31 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.969,False,Quality hold reduced finishing booth activity for one shift.
-43527,2024-05-31 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.573,False,Humidity readings track seasonal rise across late spring.
-43528,2024-05-31 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.251,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43529,2024-05-31 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.328,False,Transient outlier matched forklift impact near cabinet wall.
-43530,2024-05-31 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.904,False,Machine idle period extended during planned sanitation window.
-43531,2024-05-31 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.933,False,Telemetry quality flag downgraded during sensor self-test window.
-43532,2024-05-31 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.163,False,Maintenance scheduler deferred calibration due to spare shortage.
-43533,2024-05-31 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.996,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43534,2024-05-31 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.187,False,Hydraulic line pressure oscillation detected under load.
-43535,2024-05-31 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.987,False,Vibration burst exceeds envelope during tool change cycle.
-43536,2024-05-31 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.888,False,Vibration burst exceeds envelope during tool change cycle.
-43537,2024-05-31 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.857,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43538,2024-05-31 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.135,False,Shift handoff note referenced unusual noise near press enclosure.
-43539,2024-05-31 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.247,False,Pressure settled back to nominal after valve reseat.
-43540,2024-05-31 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.492,False,Hydraulic line pressure oscillation detected under load.
-43541,2024-05-31 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.757,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43542,2024-05-31 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.016,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43543,2024-05-31 04:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.404,False,Reliability engineer tagged sample window for model retraining.
-43544,2024-05-31 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.588,False,Humidity climbed during dock-door open period in afternoon shift.
-43545,2024-05-31 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.724,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43546,2024-05-31 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.303,False,Maintenance crew confirmed lubrication interval was missed.
-43547,2024-05-31 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.401,False,Packaging line stop reduced adjacent vibration background.
-43548,2024-05-31 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.622,False,Sensor battery health remains nominal after firmware update.
-43549,2024-05-31 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.884,False,Condensation warning cleared after dehumidifier ramp-up.
-43550,2024-05-31 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.841,False,Sensor heartbeat delayed by one interval after gateway retry.
-43551,2024-05-31 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.28,False,Vibration burst exceeds envelope during tool change cycle.
-43552,2024-05-31 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.403,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43553,2024-05-31 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.435,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43554,2024-05-31 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.688,False,Transient outlier matched forklift impact near cabinet wall.
-43555,2024-05-31 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.425,False,Operator reported intermittent chatter on machine CNC-04.
-43556,2024-05-31 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.019,False,Humidity readings track seasonal rise across late spring.
-43557,2024-05-31 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.109,False,Sensor battery health remains nominal after firmware update.
-43558,2024-05-31 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.076,False,Pressure line purge completed before restart authorization.
-43559,2024-05-31 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.314,False,Humidity climbed during dock-door open period in afternoon shift.
-43560,2024-05-31 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.333,False,Vibration baseline recovered after tool holder replacement.
-43561,2024-05-31 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.088,False,Bearing temperature rising faster than baseline on spindle cell.
-43562,2024-05-31 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.863,False,Sensor heartbeat delayed by one interval after gateway retry.
-43563,2024-05-31 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.611,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43564,2024-05-31 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.562,False,Temperature remained elevated during unscheduled overtime run.
-43565,2024-05-31 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Sensor heartbeat delayed by one interval after gateway retry.
-43566,2024-05-31 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.64,False,Sensor battery health remains nominal after firmware update.
-43567,2024-05-31 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.004,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43568,2024-05-31 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.334,False,Quality team requested trace review for lot 24-118B.
-43569,2024-05-31 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.575,False,Maintenance note logged for coupling imbalance inspection.
-43570,2024-05-31 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.632,False,Bearing temperature rising faster than baseline on spindle cell.
-43571,2024-05-31 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.708,False,Bearing temperature rising faster than baseline on spindle cell.
-43572,2024-05-31 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.324,False,Unbalanced load introduced cyclical pressure ripple.
-43573,2024-05-31 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Air handler maintenance reduced humidity variance on finishing line.
-43574,2024-05-31 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.064,False,Bearing temperature rising faster than baseline on spindle cell.
-43575,2024-05-31 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.099,False,Supervisory alert generated after three consecutive threshold breaches.
-43576,2024-05-31 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.139,False,Condensation warning cleared after dehumidifier ramp-up.
-43577,2024-05-31 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.745,False,Supervisory alert generated after three consecutive threshold breaches.
-43578,2024-05-31 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.296,False,Edge collector replayed buffered events after network recovery.
-43579,2024-05-31 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.014,False,Vibration burst exceeds envelope during tool change cycle.
-43580,2024-05-31 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.635,False,Calibration check overdue by 11 days for press-line transducer.
-43581,2024-05-31 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.019,False,Temporary gateway failover completed without data loss.
-43582,2024-05-31 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.505,False,Pressure line purge completed before restart authorization.
-43583,2024-05-31 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.58,False,SCADA backfill inserted two delayed telemetry points.
-43584,2024-05-31 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.89,False,Packaging line stop reduced adjacent vibration background.
-43585,2024-05-31 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.214,False,Vibration burst exceeds envelope during tool change cycle.
-43586,2024-05-31 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.643,False,Vibration burst exceeds envelope during tool change cycle.
-43587,2024-05-31 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.63,False,Pressure peak corresponds to oversized billet batch processing.
-43588,2024-05-31 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,35.842,False,Humidity climbed during dock-door open period in afternoon shift.
-43589,2024-05-31 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.565,False,Sensor enclosure opened for manual calibration verification.
-43590,2024-05-31 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.795,False,Quality team requested trace review for lot 24-118B.
-43591,2024-05-31 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.735,False,Sensor signal clipping observed during startup surge.
-43592,2024-05-31 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.897,False,Reliability engineer tagged sample window for model retraining.
-43593,2024-05-31 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.693,False,Press cycle dwell time lengthened during high-volume batch.
-43594,2024-05-31 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.007,False,Vibration burst exceeds envelope during tool change cycle.
-43595,2024-05-31 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.501,False,Telemetry quality flag downgraded during sensor self-test window.
-43596,2024-05-31 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.682,False,Sensor enclosure opened for manual calibration verification.
-43597,2024-05-31 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.206,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43598,2024-05-31 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.552,False,Operator reset acknowledged after red-tag inspection.
-43599,2024-05-31 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Coolant loop adjustment reduced chamber temperature spread.
-43600,2024-05-31 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.403,False,Vibration harmonics broadened during extended production run.
-43601,2024-05-31 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Dust extraction fan offline for 18 minutes on line finishing.
-43602,2024-05-31 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.101,False,Sensor signal clipping observed during startup surge.
-43603,2024-05-31 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.657,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43604,2024-05-31 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.025,False,Edge collector replayed buffered events after network recovery.
-43605,2024-05-31 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.887,False,Humidity readings track seasonal rise across late spring.
-43606,2024-05-31 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.678,False,Telemetry quality flag downgraded during sensor self-test window.
-43607,2024-05-31 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.198,False,Humidity climbed during dock-door open period in afternoon shift.
-43608,2024-05-31 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.086,False,Night shift startup produced higher than normal vibration floor.
-43609,2024-05-31 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.77,False,Maintenance note logged for coupling imbalance inspection.
-43610,2024-05-31 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,69.085,False,Short-lived packet loss observed at edge gateway gw-02.
-43611,2024-05-31 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.038,False,Operator reset acknowledged after red-tag inspection.
-43612,2024-05-31 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.419,False,Coolant loop adjustment reduced chamber temperature spread.
-43613,2024-05-31 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.727,False,Coolant loop adjustment reduced chamber temperature spread.
-43614,2024-05-31 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.499,False,Telemetry quality flag downgraded during sensor self-test window.
-43615,2024-05-31 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.881,False,Hydraulic line pressure oscillation detected under load.
-43616,2024-05-31 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.809,False,Calibration check overdue by 11 days for press-line transducer.
-43617,2024-05-31 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.956,False,Maintenance scheduler deferred calibration due to spare shortage.
-43618,2024-05-31 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.841,False,Sensor signal clipping observed during startup surge.
-43619,2024-05-31 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.469,False,Reliability engineer tagged sample window for model retraining.
-43620,2024-05-31 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.06,False,Hydraulic line pressure oscillation detected under load.
-43621,2024-05-31 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.228,False,Night shift startup produced higher than normal vibration floor.
-43622,2024-05-31 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.35,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43623,2024-05-31 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.574,False,Pressure line purge completed before restart authorization.
-43624,2024-05-31 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.807,False,Packaging line stop reduced adjacent vibration background.
-43625,2024-05-31 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.455,False,Pressure settled back to nominal after valve reseat.
-43626,2024-05-31 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.485,False,Humidity readings track seasonal rise across late spring.
-43627,2024-05-31 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.904,False,Pressure settled back to nominal after valve reseat.
-43628,2024-05-31 11:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,41.57,False,Edge collector replayed buffered events after network recovery.
-43629,2024-05-31 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.567,False,Temporary gateway failover completed without data loss.
-43630,2024-05-31 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,76.615,False,Quality team requested trace review for lot 24-118B.
-43631,2024-05-31 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.34,False,Temporary gateway failover completed without data loss.
-43632,2024-05-31 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.783,False,SCADA backfill inserted two delayed telemetry points.
-43633,2024-05-31 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.607,False,Reliability engineer tagged sample window for model retraining.
-43634,2024-05-31 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.296,False,Maintenance scheduler deferred calibration due to spare shortage.
-43635,2024-05-31 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.344,False,Humidity readings track seasonal rise across late spring.
-43636,2024-05-31 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.602,False,Calibration check overdue by 11 days for press-line transducer.
-43637,2024-05-31 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.626,False,Reliability engineer tagged sample window for model retraining.
-43638,2024-05-31 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.88,False,Machine throughput increase drove sustained pressure uplift.
-43639,2024-05-31 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.965,False,Transient outlier matched forklift impact near cabinet wall.
-43640,2024-05-31 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.957,False,Hydraulic line pressure oscillation detected under load.
-43641,2024-05-31 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.408,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43642,2024-05-31 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.242,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43643,2024-05-31 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.401,False,Telemetry quality flag downgraded during sensor self-test window.
-43644,2024-05-31 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.103,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43645,2024-05-31 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.843,False,Operator reported intermittent chatter on machine CNC-04.
-43646,2024-05-31 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.247,False,Sensor signal clipping observed during startup surge.
-43647,2024-05-31 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.937,False,Thermal overshoot event coincided with recipe change on furnace.
-43648,2024-05-31 13:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,24.798,False,Humidity baseline improved after seal replacement.
-43649,2024-05-31 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.243,False,Machine idle period extended during planned sanitation window.
-43650,2024-05-31 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.369,False,Calibration check overdue by 11 days for press-line transducer.
-43651,2024-05-31 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.299,False,Pressure peak corresponds to oversized billet batch processing.
-43652,2024-05-31 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.668,False,Anomaly review flagged possible bearing wear progression.
-43653,2024-05-31 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.596,False,Humidity climbed during dock-door open period in afternoon shift.
-43654,2024-05-31 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.995,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43655,2024-05-31 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.04,False,Telemetry quality flag downgraded during sensor self-test window.
-43656,2024-05-31 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.425,False,Air handler maintenance reduced humidity variance on finishing line.
-43657,2024-05-31 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.055,False,Operator reported intermittent chatter on machine CNC-04.
-43658,2024-05-31 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.756,False,Sensor heartbeat delayed by one interval after gateway retry.
-43659,2024-05-31 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.029,False,Supervisory alert generated after three consecutive threshold breaches.
-43660,2024-05-31 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.278,False,Temperature remained elevated during unscheduled overtime run.
-43661,2024-05-31 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.299,False,Humidity readings track seasonal rise across late spring.
-43662,2024-05-31 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.981,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43663,2024-05-31 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.453,False,Reliability engineer tagged sample window for model retraining.
-43664,2024-05-31 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.891,False,Vibration baseline recovered after tool holder replacement.
-43665,2024-05-31 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.601,False,Press cycle dwell time lengthened during high-volume batch.
-43666,2024-05-31 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.048,False,Reliability engineer tagged sample window for model retraining.
-43667,2024-05-31 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.584,False,Warning threshold updated for pilot predictive-maintenance model.
-43668,2024-05-31 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.947,False,Edge collector replayed buffered events after network recovery.
-43669,2024-05-31 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.71,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43670,2024-05-31 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.864,False,Transient outlier matched forklift impact near cabinet wall.
-43671,2024-05-31 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.588,False,Air handler maintenance reduced humidity variance on finishing line.
-43672,2024-05-31 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.189,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43673,2024-05-31 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.715,False,Temperature remained elevated during unscheduled overtime run.
-43674,2024-05-31 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.361,False,Temperature remained elevated during unscheduled overtime run.
-43675,2024-05-31 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.379,False,Packaging line stop reduced adjacent vibration background.
-43676,2024-05-31 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.548,False,Press cycle dwell time lengthened during high-volume batch.
-43677,2024-05-31 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.385,False,Sensor enclosure opened for manual calibration verification.
-43678,2024-05-31 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.849,False,Humidity excursion near finishing booth during coating run.
-43679,2024-05-31 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Unbalanced load introduced cyclical pressure ripple.
-43680,2024-05-31 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.655,False,Operator reset acknowledged after red-tag inspection.
-43681,2024-05-31 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.64,False,Humidity readings track seasonal rise across late spring.
-43682,2024-05-31 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.886,False,Night shift startup produced higher than normal vibration floor.
-43683,2024-05-31 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.828,False,Machine idle period extended during planned sanitation window.
-43684,2024-05-31 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.464,False,Sensor enclosure opened for manual calibration verification.
-43685,2024-05-31 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.297,False,Shift handoff note referenced unusual noise near press enclosure.
-43686,2024-05-31 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.61,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43687,2024-05-31 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.789,False,Quality hold reduced finishing booth activity for one shift.
-43688,2024-05-31 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.982,False,Transient outlier matched forklift impact near cabinet wall.
-43689,2024-05-31 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.219,False,Humidity baseline improved after seal replacement.
-43690,2024-05-31 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.528,False,Coolant loop adjustment reduced chamber temperature spread.
-43691,2024-05-31 16:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.561,False,SCADA backfill inserted two delayed telemetry points.
-43692,2024-05-31 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.503,False,Condensation warning cleared after dehumidifier ramp-up.
-43693,2024-05-31 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.391,False,Pressure peak corresponds to oversized billet batch processing.
-43694,2024-05-31 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.431,False,Calibration check overdue by 11 days for press-line transducer.
-43695,2024-05-31 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.189,False,Pressure line purge completed before restart authorization.
-43696,2024-05-31 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.685,False,Edge collector replayed buffered events after network recovery.
-43697,2024-05-31 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.717,False,Dust extraction fan offline for 18 minutes on line finishing.
-43698,2024-05-31 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.836,False,Humidity excursion near finishing booth during coating run.
-43699,2024-05-31 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Temperature remained elevated during unscheduled overtime run.
-43700,2024-05-31 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.399,False,Shift handoff note referenced unusual noise near press enclosure.
-43701,2024-05-31 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.044,False,Humidity readings track seasonal rise across late spring.
-43702,2024-05-31 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.03,False,Thermal ramp exceeded expected warmup curve before shift start.
-43703,2024-05-31 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.047,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43704,2024-05-31 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.492,False,Coolant loop adjustment reduced chamber temperature spread.
-43705,2024-05-31 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.518,False,Calibration check overdue by 11 days for press-line transducer.
-43706,2024-05-31 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.376,False,Quality team requested trace review for lot 24-118B.
-43707,2024-05-31 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.524,False,Edge collector replayed buffered events after network recovery.
-43708,2024-05-31 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.225,False,Pressure line purge completed before restart authorization.
-43709,2024-05-31 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.148,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43710,2024-05-31 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,62.002,False,Calibration check overdue by 11 days for press-line transducer.
-43711,2024-05-31 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.938,False,Temperature variance narrowed after coolant nozzle cleaning.
-43712,2024-05-31 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.88,False,Reliability engineer tagged sample window for model retraining.
-43713,2024-05-31 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.995,False,Sensor battery health remains nominal after firmware update.
-43714,2024-05-31 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.027,False,Thermal overshoot event coincided with recipe change on furnace.
-43715,2024-05-31 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.394,False,Humidity excursion near finishing booth during coating run.
-43716,2024-05-31 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.881,False,Humidity climbed during dock-door open period in afternoon shift.
-43717,2024-05-31 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.978,False,Press cycle dwell time lengthened during high-volume batch.
-43718,2024-05-31 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.809,False,Humidity climbed during dock-door open period in afternoon shift.
-43719,2024-05-31 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.04,False,Condensation warning cleared after dehumidifier ramp-up.
-43720,2024-05-31 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.375,False,Bearing temperature rising faster than baseline on spindle cell.
-43721,2024-05-31 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.604,False,Dust extraction fan offline for 18 minutes on line finishing.
-43722,2024-05-31 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.905,False,Temperature remained elevated during unscheduled overtime run.
-43723,2024-05-31 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.04,False,SCADA backfill inserted two delayed telemetry points.
-43724,2024-05-31 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.798,False,Coolant loop adjustment reduced chamber temperature spread.
-43725,2024-05-31 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.609,False,Unbalanced load introduced cyclical pressure ripple.
-43726,2024-05-31 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.339,False,Pressure peak corresponds to oversized billet batch processing.
-43727,2024-05-31 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.844,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43728,2024-05-31 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.202,False,Shift handoff note referenced unusual noise near press enclosure.
-43729,2024-05-31 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,Temporary gateway failover completed without data loss.
-43730,2024-05-31 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.242,False,Maintenance scheduler deferred calibration due to spare shortage.
-43731,2024-05-31 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.002,False,Coolant loop adjustment reduced chamber temperature spread.
-43732,2024-05-31 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.697,False,Sensor signal clipping observed during startup surge.
-43733,2024-05-31 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.264,False,Packaging line stop reduced adjacent vibration background.
-43734,2024-05-31 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.039,False,Thermal ramp exceeded expected warmup curve before shift start.
-43735,2024-05-31 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.012,False,Maintenance crew confirmed lubrication interval was missed.
-43736,2024-05-31 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.018,False,Press cycle dwell time lengthened during high-volume batch.
-43737,2024-05-31 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.73,False,Quality hold reduced finishing booth activity for one shift.
-43738,2024-05-31 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.064,False,Thermal overshoot event coincided with recipe change on furnace.
-43739,2024-05-31 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.274,False,Quality hold reduced finishing booth activity for one shift.
-43740,2024-05-31 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.392,False,Warning threshold updated for pilot predictive-maintenance model.
-43741,2024-05-31 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.605,False,Supervisory alert generated after three consecutive threshold breaches.
-43742,2024-05-31 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.225,False,Calibration check overdue by 11 days for press-line transducer.
-43743,2024-05-31 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.115,False,Pressure line purge completed before restart authorization.
-43744,2024-05-31 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.885,False,Edge collector replayed buffered events after network recovery.
-43745,2024-05-31 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.811,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43746,2024-05-31 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.686,False,Humidity climbed during dock-door open period in afternoon shift.
-43747,2024-05-31 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.965,False,Maintenance note logged for coupling imbalance inspection.
-43748,2024-05-31 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.426,False,Humidity excursion near finishing booth during coating run.
-43749,2024-05-31 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.521,False,Humidity baseline improved after seal replacement.
-43750,2024-05-31 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.47,False,Vibration burst exceeds envelope during tool change cycle.
-43751,2024-05-31 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.546,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43752,2024-05-31 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.163,False,Machine throughput increase drove sustained pressure uplift.
-43753,2024-05-31 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.034,False,Sensor heartbeat delayed by one interval after gateway retry.
-43754,2024-05-31 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.463,False,Packaging line stop reduced adjacent vibration background.
-43755,2024-05-31 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.755,False,Vibration baseline recovered after tool holder replacement.
-43756,2024-05-31 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.261,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43757,2024-05-31 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.161,False,Shift handoff note referenced unusual noise near press enclosure.
-43758,2024-05-31 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.12,False,Anomaly review flagged possible bearing wear progression.
-43759,2024-05-31 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.465,False,Maintenance crew confirmed lubrication interval was missed.
-43760,2024-05-31 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.5,False,Humidity readings track seasonal rise across late spring.
-43761,2024-05-31 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.929,False,Vibration harmonics broadened during extended production run.
-43762,2024-05-31 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.887,False,Temperature variance narrowed after coolant nozzle cleaning.
-43763,2024-05-31 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.553,False,Vibration burst exceeds envelope during tool change cycle.
-43764,2024-05-31 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.758,False,Sensor enclosure opened for manual calibration verification.
-43765,2024-05-31 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.044,False,Pressure settled back to nominal after valve reseat.
-43766,2024-05-31 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.429,False,Humidity readings track seasonal rise across late spring.
-43767,2024-05-31 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.602,False,Short-lived packet loss observed at edge gateway gw-02.
-43768,2024-05-31 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.217,False,Maintenance crew confirmed lubrication interval was missed.
-43769,2024-05-31 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.455,False,Humidity climbed during dock-door open period in afternoon shift.
-43770,2024-05-31 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.681,False,Operator reset acknowledged after red-tag inspection.
-43771,2024-05-31 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.248,False,Thermal overshoot event coincided with recipe change on furnace.
-43772,2024-05-31 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,46.83,False,Shift handoff note referenced unusual noise near press enclosure.
-43773,2024-05-31 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.145,False,Anomaly review flagged possible bearing wear progression.
-43774,2024-05-31 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.036,False,Humidity excursion near finishing booth during coating run.
-43775,2024-05-31 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.701,False,Quality hold reduced finishing booth activity for one shift.
-43776,2024-05-31 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.425,False,Temporary gateway failover completed without data loss.
-43777,2024-06-01 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.235,False,Edge collector replayed buffered events after network recovery.
-43778,2024-06-01 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.561,False,Condensation warning cleared after dehumidifier ramp-up.
-43779,2024-06-01 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.146,False,Maintenance note logged for coupling imbalance inspection.
-43780,2024-06-01 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.477,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43781,2024-06-01 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.985,False,Vibration harmonics broadened during extended production run.
-43782,2024-06-01 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.196,False,Quality hold reduced finishing booth activity for one shift.
-43783,2024-06-01 00:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.744,False,Hydraulic line pressure oscillation detected under load.
-43784,2024-06-01 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.045,False,Edge collector replayed buffered events after network recovery.
-43785,2024-06-01 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.975,False,Vibration baseline recovered after tool holder replacement.
-43786,2024-06-01 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.017,False,Quality hold reduced finishing booth activity for one shift.
-43787,2024-06-01 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.265,False,Machine idle period extended during planned sanitation window.
-43788,2024-06-01 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.713,False,Pressure line purge completed before restart authorization.
-43789,2024-06-01 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.361,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43790,2024-06-01 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.393,False,Maintenance note logged for coupling imbalance inspection.
-43791,2024-06-01 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.434,False,Maintenance crew confirmed lubrication interval was missed.
-43792,2024-06-01 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.24,False,Vibration harmonics broadened during extended production run.
-43793,2024-06-01 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.003,False,Press cycle dwell time lengthened during high-volume batch.
-43794,2024-06-01 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.782,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43795,2024-06-01 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.385,False,Maintenance crew confirmed lubrication interval was missed.
-43796,2024-06-01 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.242,False,Temperature remained elevated during unscheduled overtime run.
-43797,2024-06-01 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.063,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43798,2024-06-01 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.317,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43799,2024-06-01 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,SCADA backfill inserted two delayed telemetry points.
-43800,2024-06-01 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.056,False,Maintenance crew confirmed lubrication interval was missed.
-43801,2024-06-01 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.378,False,Short-lived packet loss observed at edge gateway gw-02.
-43802,2024-06-01 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.779,False,Anomaly review flagged possible bearing wear progression.
-43803,2024-06-01 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,9.253,False,Sensor enclosure opened for manual calibration verification.
-43804,2024-06-01 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.454,False,Edge collector replayed buffered events after network recovery.
-43805,2024-06-01 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.202,False,Maintenance scheduler deferred calibration due to spare shortage.
-43806,2024-06-01 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.347,False,Coolant loop adjustment reduced chamber temperature spread.
-43807,2024-06-01 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.905,False,Sensor heartbeat delayed by one interval after gateway retry.
-43808,2024-06-01 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.411,False,Condensation warning cleared after dehumidifier ramp-up.
-43809,2024-06-01 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.506,False,Calibration check overdue by 11 days for press-line transducer.
-43810,2024-06-01 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.142,False,Vibration harmonics broadened during extended production run.
-43811,2024-06-01 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.478,False,Pressure line purge completed before restart authorization.
-43812,2024-06-01 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.268,False,Maintenance crew confirmed lubrication interval was missed.
-43813,2024-06-01 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.087,False,Shift handoff note referenced unusual noise near press enclosure.
-43814,2024-06-01 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.779,False,Sensor battery health remains nominal after firmware update.
-43815,2024-06-01 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Sensor battery health remains nominal after firmware update.
-43816,2024-06-01 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.734,False,Temperature variance narrowed after coolant nozzle cleaning.
-43817,2024-06-01 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.952,False,Hydraulic line pressure oscillation detected under load.
-43818,2024-06-01 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.441,False,Shift handoff note referenced unusual noise near press enclosure.
-43819,2024-06-01 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.265,False,Thermal overshoot event coincided with recipe change on furnace.
-43820,2024-06-01 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.56,False,Maintenance note logged for coupling imbalance inspection.
-43821,2024-06-01 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.389,False,Quality team requested trace review for lot 24-118B.
-43822,2024-06-01 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.262,False,Vibration baseline recovered after tool holder replacement.
-43823,2024-06-01 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.448,False,Maintenance note logged for coupling imbalance inspection.
-43824,2024-06-01 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.856,False,Supervisory alert generated after three consecutive threshold breaches.
-43825,2024-06-01 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.202,False,Machine idle period extended during planned sanitation window.
-43826,2024-06-01 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.797,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43827,2024-06-01 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.905,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43828,2024-06-01 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.173,False,Maintenance note logged for coupling imbalance inspection.
-43829,2024-06-01 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.586,False,Bearing temperature rising faster than baseline on spindle cell.
-43830,2024-06-01 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.782,False,Sensor heartbeat delayed by one interval after gateway retry.
-43831,2024-06-01 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.217,False,Thermal ramp exceeded expected warmup curve before shift start.
-43832,2024-06-01 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.497,False,Operator reset acknowledged after red-tag inspection.
-43833,2024-06-01 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.984,False,Humidity baseline improved after seal replacement.
-43834,2024-06-01 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.893,False,Shift handoff note referenced unusual noise near press enclosure.
-43835,2024-06-01 04:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.355,False,Edge collector replayed buffered events after network recovery.
-43836,2024-06-01 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.484,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43837,2024-06-01 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.492,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43838,2024-06-01 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.723,False,Bearing temperature rising faster than baseline on spindle cell.
-43839,2024-06-01 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.043,False,Pressure settled back to nominal after valve reseat.
-43840,2024-06-01 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.733,False,Quality hold reduced finishing booth activity for one shift.
-43841,2024-06-01 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.008,False,Quality team requested trace review for lot 24-118B.
-43842,2024-06-01 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.976,False,Humidity baseline improved after seal replacement.
-43843,2024-06-01 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.36,False,SCADA backfill inserted two delayed telemetry points.
-43844,2024-06-01 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.34,False,Temperature remained elevated during unscheduled overtime run.
-43845,2024-06-01 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.652,False,Maintenance scheduler deferred calibration due to spare shortage.
-43846,2024-06-01 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.598,False,Maintenance crew confirmed lubrication interval was missed.
-43847,2024-06-01 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.327,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43848,2024-06-01 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.608,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43849,2024-06-01 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.438,False,Temporary gateway failover completed without data loss.
-43850,2024-06-01 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.462,False,Humidity readings track seasonal rise across late spring.
-43851,2024-06-01 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.994,False,Reliability engineer tagged sample window for model retraining.
-43852,2024-06-01 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.64,False,Pressure line purge completed before restart authorization.
-43853,2024-06-01 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.668,False,Press cycle dwell time lengthened during high-volume batch.
-43854,2024-06-01 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.25,False,Vibration burst exceeds envelope during tool change cycle.
-43855,2024-06-01 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.64,False,Night shift startup produced higher than normal vibration floor.
-43856,2024-06-01 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,50.946,False,Vibration baseline recovered after tool holder replacement.
-43857,2024-06-01 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.103,False,Temperature variance narrowed after coolant nozzle cleaning.
-43858,2024-06-01 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.825,False,Maintenance note logged for coupling imbalance inspection.
-43859,2024-06-01 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.423,False,Pressure settled back to nominal after valve reseat.
-43860,2024-06-01 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.696,False,Coolant loop adjustment reduced chamber temperature spread.
-43861,2024-06-01 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.785,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43862,2024-06-01 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.145,False,Vibration baseline recovered after tool holder replacement.
-43863,2024-06-01 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.282,False,Night shift startup produced higher than normal vibration floor.
-43864,2024-06-01 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.057,False,Coolant loop adjustment reduced chamber temperature spread.
-43865,2024-06-01 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.505,False,Maintenance note logged for coupling imbalance inspection.
-43866,2024-06-01 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.074,False,Dust extraction fan offline for 18 minutes on line finishing.
-43867,2024-06-01 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.604,False,Thermal overshoot event coincided with recipe change on furnace.
-43868,2024-06-01 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.313,False,Coolant loop adjustment reduced chamber temperature spread.
-43869,2024-06-01 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.957,False,Pressure settled back to nominal after valve reseat.
-43870,2024-06-01 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,64.273,False,Machine throughput increase drove sustained pressure uplift.
-43871,2024-06-01 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.052,False,Short-lived packet loss observed at edge gateway gw-02.
-43872,2024-06-01 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.366,False,Transient outlier matched forklift impact near cabinet wall.
-43873,2024-06-01 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43874,2024-06-01 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.794,False,Press cycle dwell time lengthened during high-volume batch.
-43875,2024-06-01 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.928,False,Hydraulic line pressure oscillation detected under load.
-43876,2024-06-01 08:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,45.311,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43877,2024-06-01 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.911,False,Air handler maintenance reduced humidity variance on finishing line.
-43878,2024-06-01 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.863,False,Warning threshold updated for pilot predictive-maintenance model.
-43879,2024-06-01 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.246,False,Coolant loop adjustment reduced chamber temperature spread.
-43880,2024-06-01 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.932,False,Thermal ramp exceeded expected warmup curve before shift start.
-43881,2024-06-01 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.12,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43882,2024-06-01 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.272,False,Operator reset acknowledged after red-tag inspection.
-43883,2024-06-01 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.935,False,Transient outlier matched forklift impact near cabinet wall.
-43884,2024-06-01 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.312,False,Humidity excursion near finishing booth during coating run.
-43885,2024-06-01 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.273,False,Shift handoff note referenced unusual noise near press enclosure.
-43886,2024-06-01 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.649,False,Shift handoff note referenced unusual noise near press enclosure.
-43887,2024-06-01 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.956,False,Maintenance note logged for coupling imbalance inspection.
-43888,2024-06-01 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.864,False,Vibration burst exceeds envelope during tool change cycle.
-43889,2024-06-01 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.135,False,Thermal ramp exceeded expected warmup curve before shift start.
-43890,2024-06-01 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.1,False,Humidity baseline improved after seal replacement.
-43891,2024-06-01 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.761,False,Maintenance scheduler deferred calibration due to spare shortage.
-43892,2024-06-01 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.083,False,Sensor signal clipping observed during startup surge.
-43893,2024-06-01 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.013,False,Edge collector replayed buffered events after network recovery.
-43894,2024-06-01 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.28,False,Coolant loop adjustment reduced chamber temperature spread.
-43895,2024-06-01 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.541,False,Calibration check overdue by 11 days for press-line transducer.
-43896,2024-06-01 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.929,False,Telemetry quality flag downgraded during sensor self-test window.
-43897,2024-06-01 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.758,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43898,2024-06-01 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.0,False,Machine throughput increase drove sustained pressure uplift.
-43899,2024-06-01 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.081,False,Sensor signal clipping observed during startup surge.
-43900,2024-06-01 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,34.795,False,Vibration harmonics broadened during extended production run.
-43901,2024-06-01 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.144,False,Sensor 3 drift suspected after cross-check with manual gauge.
-43902,2024-06-01 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.367,False,Pressure line purge completed before restart authorization.
-43903,2024-06-01 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.713,False,Sensor enclosure opened for manual calibration verification.
-43904,2024-06-01 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.986,False,Sensor battery health remains nominal after firmware update.
-43905,2024-06-01 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.204,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43906,2024-06-01 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.797,False,SCADA backfill inserted two delayed telemetry points.
-43907,2024-06-01 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.396,False,Calibration check overdue by 11 days for press-line transducer.
-43908,2024-06-01 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.646,False,Reliability engineer tagged sample window for model retraining.
-43909,2024-06-01 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Sensor battery health remains nominal after firmware update.
-43910,2024-06-01 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.696,False,Short-lived packet loss observed at edge gateway gw-02.
-43911,2024-06-01 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.571,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43912,2024-06-01 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.955,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43913,2024-06-01 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.516,False,Maintenance scheduler deferred calibration due to spare shortage.
-43914,2024-06-01 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.163,False,Humidity climbed during dock-door open period in afternoon shift.
-43915,2024-06-01 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.823,False,Temporary gateway failover completed without data loss.
-43916,2024-06-01 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.11,False,Edge collector replayed buffered events after network recovery.
-43917,2024-06-01 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.086,False,Operator reported intermittent chatter on machine CNC-04.
-43918,2024-06-01 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.148,False,Heat-treat furnace door cycling increased localized temperature spikes.
-43919,2024-06-01 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.42,False,Temporary gateway failover completed without data loss.
-43920,2024-06-01 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.828,False,Transient outlier matched forklift impact near cabinet wall.
-43921,2024-06-01 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Hydraulic line pressure oscillation detected under load.
-43922,2024-06-01 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.624,False,Machine throughput increase drove sustained pressure uplift.
-43923,2024-06-01 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.963,False,Thermal overshoot event coincided with recipe change on furnace.
-43924,2024-06-01 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.099,False,Pressure line purge completed before restart authorization.
-43925,2024-06-01 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.005,False,Quality hold reduced finishing booth activity for one shift.
-43926,2024-06-01 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.921,False,Dust extraction fan offline for 18 minutes on line finishing.
-43927,2024-06-01 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.648,False,Night shift startup produced higher than normal vibration floor.
-43928,2024-06-01 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.705,False,Short-lived packet loss observed at edge gateway gw-02.
-43929,2024-06-01 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.591,False,Vibration harmonics broadened during extended production run.
-43930,2024-06-01 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.604,False,Sensor enclosure opened for manual calibration verification.
-43931,2024-06-01 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.175,False,Coolant loop adjustment reduced chamber temperature spread.
-43932,2024-06-01 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.319,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43933,2024-06-01 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.798,False,Sensor signal clipping observed during startup surge.
-43934,2024-06-01 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.235,False,Pressure line purge completed before restart authorization.
-43935,2024-06-01 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.857,False,Vibration baseline recovered after tool holder replacement.
-43936,2024-06-01 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.081,False,Humidity readings track seasonal rise across late spring.
-43937,2024-06-01 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.55,False,Operator reset acknowledged after red-tag inspection.
-43938,2024-06-01 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.475,False,Thermal ramp exceeded expected warmup curve before shift start.
-43939,2024-06-01 13:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.906,False,Air handler maintenance reduced humidity variance on finishing line.
-43940,2024-06-01 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.565,False,Anomaly review flagged possible bearing wear progression.
-43941,2024-06-01 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.103,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-43942,2024-06-01 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.574,False,Anomaly review flagged possible bearing wear progression.
-43943,2024-06-01 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.714,False,Pressure peak corresponds to oversized billet batch processing.
-43944,2024-06-01 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.492,False,Machine throughput increase drove sustained pressure uplift.
-43945,2024-06-01 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.939,False,Pressure settled back to nominal after valve reseat.
-43946,2024-06-01 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.969,False,Shift handoff note referenced unusual noise near press enclosure.
-43947,2024-06-01 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.824,False,Air handler maintenance reduced humidity variance on finishing line.
-43948,2024-06-01 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.091,False,Humidity baseline improved after seal replacement.
-43949,2024-06-01 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.983,False,Maintenance crew confirmed lubrication interval was missed.
-43950,2024-06-01 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.541,False,Sensor battery health remains nominal after firmware update.
-43951,2024-06-01 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.234,False,Sensor battery health remains nominal after firmware update.
-43952,2024-06-01 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.509,False,Packaging line stop reduced adjacent vibration background.
-43953,2024-06-01 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.639,False,Press cycle dwell time lengthened during high-volume batch.
-43954,2024-06-01 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.084,False,Shift handoff note referenced unusual noise near press enclosure.
-43955,2024-06-01 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.427,False,Compressed air fluctuation introduced pressure noise for two cycles.
-43956,2024-06-01 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.565,False,Air handler maintenance reduced humidity variance on finishing line.
-43957,2024-06-01 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.59,False,Edge collector replayed buffered events after network recovery.
-43958,2024-06-01 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.685,False,Temperature remained elevated during unscheduled overtime run.
-43959,2024-06-01 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.966,False,Operator reset acknowledged after red-tag inspection.
-43960,2024-06-01 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.005,False,Maintenance note logged for coupling imbalance inspection.
-43961,2024-06-01 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Pressure settled back to nominal after valve reseat.
-43962,2024-06-01 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.805,False,Vibration harmonics broadened during extended production run.
-43963,2024-06-01 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.907,False,Reliability engineer tagged sample window for model retraining.
-43964,2024-06-01 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.401,False,Sensor signal clipping observed during startup surge.
-43965,2024-06-01 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Maintenance crew confirmed lubrication interval was missed.
-43966,2024-06-01 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.714,False,Supervisory alert generated after three consecutive threshold breaches.
-43967,2024-06-01 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.542,False,Thermal ramp exceeded expected warmup curve before shift start.
-43968,2024-06-01 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.113,False,Short-lived packet loss observed at edge gateway gw-02.
-43969,2024-06-01 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.716,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-43970,2024-06-01 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.371,False,Temperature remained elevated during unscheduled overtime run.
-43971,2024-06-01 16:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.76,False,Operator reset acknowledged after red-tag inspection.
-43972,2024-06-01 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.481,False,Transient outlier matched forklift impact near cabinet wall.
-43973,2024-06-01 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.699,False,Sensor signal clipping observed during startup surge.
-43974,2024-06-01 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.558,False,Humidity readings track seasonal rise across late spring.
-43975,2024-06-01 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.219,False,Thermal overshoot event coincided with recipe change on furnace.
-43976,2024-06-01 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.065,False,Edge collector replayed buffered events after network recovery.
-43977,2024-06-01 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.816,False,Sensor enclosure opened for manual calibration verification.
-43978,2024-06-01 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.403,False,Pressure peak corresponds to oversized billet batch processing.
-43979,2024-06-01 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.264,False,Humidity climbed during dock-door open period in afternoon shift.
-43980,2024-06-01 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.954,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-43981,2024-06-01 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.976,False,Hydraulic line pressure oscillation detected under load.
-43982,2024-06-01 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.37,False,Operator reset acknowledged after red-tag inspection.
-43983,2024-06-01 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,9.216,False,Coolant loop adjustment reduced chamber temperature spread.
-43984,2024-06-01 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.464,False,Pressure peak corresponds to oversized billet batch processing.
-43985,2024-06-01 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.49,False,Sensor heartbeat delayed by one interval after gateway retry.
-43986,2024-06-01 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.711,False,Transient outlier matched forklift impact near cabinet wall.
-43987,2024-06-01 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.347,False,Temperature variance narrowed after coolant nozzle cleaning.
-43988,2024-06-01 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.556,False,Sensor battery health remains nominal after firmware update.
-43989,2024-06-01 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.999,False,Ambient temperature stabilized after HVAC stage-two engagement.
-43990,2024-06-01 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.556,False,Humidity excursion near finishing booth during coating run.
-43991,2024-06-01 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.351,False,Temporary gateway failover completed without data loss.
-43992,2024-06-01 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.072,False,Operator reset acknowledged after red-tag inspection.
-43993,2024-06-01 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.28,False,Bearing temperature rising faster than baseline on spindle cell.
-43994,2024-06-01 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.312,False,Warning threshold updated for pilot predictive-maintenance model.
-43995,2024-06-01 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.505,False,Operator reset acknowledged after red-tag inspection.
-43996,2024-06-01 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,42.573,False,Pressure settled back to nominal after valve reseat.
-43997,2024-06-01 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.566,False,Sensor heartbeat delayed by one interval after gateway retry.
-43998,2024-06-01 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.494,False,Anomaly review flagged possible bearing wear progression.
-43999,2024-06-01 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.285,False,SCADA backfill inserted two delayed telemetry points.
-44000,2024-06-01 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.675,False,Packaging line stop reduced adjacent vibration background.
-44001,2024-06-01 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.723,False,Operator reported intermittent chatter on machine CNC-04.
-44002,2024-06-01 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.581,False,Maintenance note logged for coupling imbalance inspection.
-44003,2024-06-01 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.522,False,Thermal ramp exceeded expected warmup curve before shift start.
-44004,2024-06-01 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.764,False,Dust extraction fan offline for 18 minutes on line finishing.
-44005,2024-06-01 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.941,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44006,2024-06-01 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.403,False,Operator reported intermittent chatter on machine CNC-04.
-44007,2024-06-01 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.589,False,Quality team requested trace review for lot 24-118B.
-44008,2024-06-01 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.441,False,Bearing temperature rising faster than baseline on spindle cell.
-44009,2024-06-01 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44010,2024-06-01 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.457,False,Air handler maintenance reduced humidity variance on finishing line.
-44011,2024-06-01 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.303,False,Sensor signal clipping observed during startup surge.
-44012,2024-06-01 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.485,False,Supervisory alert generated after three consecutive threshold breaches.
-44013,2024-06-01 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.499,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44014,2024-06-01 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.681,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44015,2024-06-01 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.781,False,Humidity baseline improved after seal replacement.
-44016,2024-06-01 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.741,False,Telemetry quality flag downgraded during sensor self-test window.
-44017,2024-06-01 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.96,False,Sensor enclosure opened for manual calibration verification.
-44018,2024-06-01 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.326,False,Dust extraction fan offline for 18 minutes on line finishing.
-44019,2024-06-01 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.432,False,Shift handoff note referenced unusual noise near press enclosure.
-44020,2024-06-01 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.095,False,Operator reset acknowledged after red-tag inspection.
-44021,2024-06-01 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.555,False,Sensor battery health remains nominal after firmware update.
-44022,2024-06-01 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.358,False,Shift handoff note referenced unusual noise near press enclosure.
-44023,2024-06-01 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.53,False,Thermal ramp exceeded expected warmup curve before shift start.
-44024,2024-06-01 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.744,False,Reliability engineer tagged sample window for model retraining.
-44025,2024-06-01 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.018,False,Pressure peak corresponds to oversized billet batch processing.
-44026,2024-06-01 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.1,False,Sensor enclosure opened for manual calibration verification.
-44027,2024-06-01 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.932,False,Humidity climbed during dock-door open period in afternoon shift.
-44028,2024-06-01 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.272,False,Temporary gateway failover completed without data loss.
-44029,2024-06-01 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.562,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44030,2024-06-01 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.69,False,Humidity climbed during dock-door open period in afternoon shift.
-44031,2024-06-01 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.447,False,Temporary gateway failover completed without data loss.
-44032,2024-06-01 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.411,False,Quality hold reduced finishing booth activity for one shift.
-44033,2024-06-01 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.904,False,Unbalanced load introduced cyclical pressure ripple.
-44034,2024-06-01 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.129,False,Machine idle period extended during planned sanitation window.
-44035,2024-06-01 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.445,False,Packaging line stop reduced adjacent vibration background.
-44036,2024-06-01 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.265,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44037,2024-06-01 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.565,False,Machine idle period extended during planned sanitation window.
-44038,2024-06-01 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.329,False,Supervisory alert generated after three consecutive threshold breaches.
-44039,2024-06-01 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.623,False,Packaging line stop reduced adjacent vibration background.
-44040,2024-06-01 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.316,False,Transient outlier matched forklift impact near cabinet wall.
-44041,2024-06-01 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Calibration check overdue by 11 days for press-line transducer.
-44042,2024-06-01 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.972,False,Humidity readings track seasonal rise across late spring.
-44043,2024-06-01 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.689,False,Air handler maintenance reduced humidity variance on finishing line.
-44044,2024-06-01 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.502,False,Temperature remained elevated during unscheduled overtime run.
-44045,2024-06-01 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.658,False,Maintenance note logged for coupling imbalance inspection.
-44046,2024-06-01 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.884,False,Humidity readings track seasonal rise across late spring.
-44047,2024-06-01 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.168,False,Maintenance crew confirmed lubrication interval was missed.
-44048,2024-06-01 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.227,False,Hydraulic line pressure oscillation detected under load.
-44049,2024-06-01 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.202,False,Maintenance scheduler deferred calibration due to spare shortage.
-44050,2024-06-01 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.2,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44051,2024-06-01 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.688,False,Unbalanced load introduced cyclical pressure ripple.
-44052,2024-06-01 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.728,False,Humidity readings track seasonal rise across late spring.
-44053,2024-06-01 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.396,False,Telemetry quality flag downgraded during sensor self-test window.
-44054,2024-06-01 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.421,False,Calibration check overdue by 11 days for press-line transducer.
-44055,2024-06-01 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.412,False,Hydraulic line pressure oscillation detected under load.
-44056,2024-06-01 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.356,False,Humidity readings track seasonal rise across late spring.
-44057,2024-06-01 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.606,False,Night shift startup produced higher than normal vibration floor.
-44058,2024-06-01 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.891,False,Humidity readings track seasonal rise across late spring.
-44059,2024-06-01 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.977,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44060,2024-06-01 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.27,False,Pressure line purge completed before restart authorization.
-44061,2024-06-01 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.141,False,Pressure peak corresponds to oversized billet batch processing.
-44062,2024-06-01 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.235,False,Temperature variance narrowed after coolant nozzle cleaning.
-44063,2024-06-01 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.72,False,Night shift startup produced higher than normal vibration floor.
-44064,2024-06-01 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.707,False,Edge collector replayed buffered events after network recovery.
-44065,2024-06-02 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.485,False,SCADA backfill inserted two delayed telemetry points.
-44066,2024-06-02 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.462,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44067,2024-06-02 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.686,False,Vibration harmonics broadened during extended production run.
-44068,2024-06-02 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.218,False,Sensor heartbeat delayed by one interval after gateway retry.
-44069,2024-06-02 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.585,False,Humidity baseline improved after seal replacement.
-44070,2024-06-02 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.844,False,Shift handoff note referenced unusual noise near press enclosure.
-44071,2024-06-02 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.165,False,Shift handoff note referenced unusual noise near press enclosure.
-44072,2024-06-02 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.101,False,Humidity baseline improved after seal replacement.
-44073,2024-06-02 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.527,False,Sensor heartbeat delayed by one interval after gateway retry.
-44074,2024-06-02 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.506,False,Packaging line stop reduced adjacent vibration background.
-44075,2024-06-02 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.108,False,Quality hold reduced finishing booth activity for one shift.
-44076,2024-06-02 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.373,False,Machine throughput increase drove sustained pressure uplift.
-44077,2024-06-02 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.369,False,Dust extraction fan offline for 18 minutes on line finishing.
-44078,2024-06-02 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.469,False,Quality hold reduced finishing booth activity for one shift.
-44079,2024-06-02 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.402,False,Pressure settled back to nominal after valve reseat.
-44080,2024-06-02 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.665,False,Quality hold reduced finishing booth activity for one shift.
-44081,2024-06-02 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.974,False,Unbalanced load introduced cyclical pressure ripple.
-44082,2024-06-02 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.695,False,Pressure line purge completed before restart authorization.
-44083,2024-06-02 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.999,False,Air handler maintenance reduced humidity variance on finishing line.
-44084,2024-06-02 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.568,False,Transient outlier matched forklift impact near cabinet wall.
-44085,2024-06-02 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.623,False,Press cycle dwell time lengthened during high-volume batch.
-44086,2024-06-02 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.951,False,Maintenance crew confirmed lubrication interval was missed.
-44087,2024-06-02 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.65,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44088,2024-06-02 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.326,False,Vibration harmonics broadened during extended production run.
-44089,2024-06-02 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.281,False,Sensor enclosure opened for manual calibration verification.
-44090,2024-06-02 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.544,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44091,2024-06-02 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.4,False,Machine idle period extended during planned sanitation window.
-44092,2024-06-02 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.273,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44093,2024-06-02 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.662,False,Telemetry quality flag downgraded during sensor self-test window.
-44094,2024-06-02 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.516,False,Vibration baseline recovered after tool holder replacement.
-44095,2024-06-02 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.577,False,Vibration baseline recovered after tool holder replacement.
-44096,2024-06-02 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.197,False,Humidity baseline improved after seal replacement.
-44097,2024-06-02 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.84,False,Bearing temperature rising faster than baseline on spindle cell.
-44098,2024-06-02 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.751,False,Night shift startup produced higher than normal vibration floor.
-44099,2024-06-02 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.742,False,Humidity baseline improved after seal replacement.
-44100,2024-06-02 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.002,False,Humidity excursion near finishing booth during coating run.
-44101,2024-06-02 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.903,False,Temporary gateway failover completed without data loss.
-44102,2024-06-02 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.276,False,Calibration check overdue by 11 days for press-line transducer.
-44103,2024-06-02 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.507,False,Machine throughput increase drove sustained pressure uplift.
-44104,2024-06-02 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,59.817,False,Temperature remained elevated during unscheduled overtime run.
-44105,2024-06-02 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.559,False,Vibration harmonics broadened during extended production run.
-44106,2024-06-02 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.531,False,Calibration check overdue by 11 days for press-line transducer.
-44107,2024-06-02 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.635,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44108,2024-06-02 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.883,False,Telemetry quality flag downgraded during sensor self-test window.
-44109,2024-06-02 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.548,False,Humidity baseline improved after seal replacement.
-44110,2024-06-02 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.381,False,Quality hold reduced finishing booth activity for one shift.
-44111,2024-06-02 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.784,False,Pressure peak corresponds to oversized billet batch processing.
-44112,2024-06-02 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.633,False,Press cycle dwell time lengthened during high-volume batch.
-44113,2024-06-02 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.184,False,Maintenance note logged for coupling imbalance inspection.
-44114,2024-06-02 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.172,False,Coolant loop adjustment reduced chamber temperature spread.
-44115,2024-06-02 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.493,False,Machine idle period extended during planned sanitation window.
-44116,2024-06-02 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.457,False,Temporary gateway failover completed without data loss.
-44117,2024-06-02 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.963,False,Operator reset acknowledged after red-tag inspection.
-44118,2024-06-02 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.029,False,Sensor heartbeat delayed by one interval after gateway retry.
-44119,2024-06-02 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.347,False,Reliability engineer tagged sample window for model retraining.
-44120,2024-06-02 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.163,False,Short-lived packet loss observed at edge gateway gw-02.
-44121,2024-06-02 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.308,False,Sensor battery health remains nominal after firmware update.
-44122,2024-06-02 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.426,False,Bearing temperature rising faster than baseline on spindle cell.
-44123,2024-06-02 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.204,False,Sensor heartbeat delayed by one interval after gateway retry.
-44124,2024-06-02 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.176,False,Humidity readings track seasonal rise across late spring.
-44125,2024-06-02 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.266,False,Bearing temperature rising faster than baseline on spindle cell.
-44126,2024-06-02 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.469,False,Hydraulic line pressure oscillation detected under load.
-44127,2024-06-02 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.359,False,Reliability engineer tagged sample window for model retraining.
-44128,2024-06-02 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.288,False,Condensation warning cleared after dehumidifier ramp-up.
-44129,2024-06-02 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.582,False,Pressure settled back to nominal after valve reseat.
-44130,2024-06-02 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.908,False,Quality hold reduced finishing booth activity for one shift.
-44131,2024-06-02 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.858,False,Sensor enclosure opened for manual calibration verification.
-44132,2024-06-02 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.265,False,Temperature remained elevated during unscheduled overtime run.
-44133,2024-06-02 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.882,False,Short-lived packet loss observed at edge gateway gw-02.
-44134,2024-06-02 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.408,False,Maintenance crew confirmed lubrication interval was missed.
-44135,2024-06-02 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,9.823,False,Press cycle dwell time lengthened during high-volume batch.
-44136,2024-06-02 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.142,False,Pressure line purge completed before restart authorization.
-44137,2024-06-02 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.965,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44138,2024-06-02 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.708,False,Telemetry quality flag downgraded during sensor self-test window.
-44139,2024-06-02 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.556,False,Pressure settled back to nominal after valve reseat.
-44140,2024-06-02 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.405,False,Thermal ramp exceeded expected warmup curve before shift start.
-44141,2024-06-02 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.243,False,Telemetry quality flag downgraded during sensor self-test window.
-44142,2024-06-02 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.639,False,Supervisory alert generated after three consecutive threshold breaches.
-44143,2024-06-02 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.901,False,Thermal overshoot event coincided with recipe change on furnace.
-44144,2024-06-02 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.024,False,Transient outlier matched forklift impact near cabinet wall.
-44145,2024-06-02 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.19,False,Dust extraction fan offline for 18 minutes on line finishing.
-44146,2024-06-02 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.163,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44147,2024-06-02 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.771,False,Vibration burst exceeds envelope during tool change cycle.
-44148,2024-06-02 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.38,False,Bearing temperature rising faster than baseline on spindle cell.
-44149,2024-06-02 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.956,False,Warning threshold updated for pilot predictive-maintenance model.
-44150,2024-06-02 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.676,False,Bearing temperature rising faster than baseline on spindle cell.
-44151,2024-06-02 07:10:00,3,pressure,bar,HYD-07,press-line,night,warning,9.38,False,Warning threshold updated for pilot predictive-maintenance model.
-44152,2024-06-02 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.051,False,Anomaly review flagged possible bearing wear progression.
-44153,2024-06-02 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.317,False,Sensor heartbeat delayed by one interval after gateway retry.
-44154,2024-06-02 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.661,False,Calibration check overdue by 11 days for press-line transducer.
-44155,2024-06-02 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.137,False,Temperature remained elevated during unscheduled overtime run.
-44156,2024-06-02 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.939,False,Sensor battery health remains nominal after firmware update.
-44157,2024-06-02 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,4.016,False,Reliability engineer tagged sample window for model retraining.
-44158,2024-06-02 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.574,False,Anomaly review flagged possible bearing wear progression.
-44159,2024-06-02 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.855,False,Humidity climbed during dock-door open period in afternoon shift.
-44160,2024-06-02 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.044,False,Humidity baseline improved after seal replacement.
-44161,2024-06-02 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.896,False,Humidity excursion near finishing booth during coating run.
-44162,2024-06-02 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.747,False,Vibration baseline recovered after tool holder replacement.
-44163,2024-06-02 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.312,False,Sensor signal clipping observed during startup surge.
-44164,2024-06-02 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.426,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44165,2024-06-02 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.613,False,Warning threshold updated for pilot predictive-maintenance model.
-44166,2024-06-02 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.237,False,Air handler maintenance reduced humidity variance on finishing line.
-44167,2024-06-02 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.445,False,Maintenance scheduler deferred calibration due to spare shortage.
-44168,2024-06-02 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.896,False,Warning threshold updated for pilot predictive-maintenance model.
-44169,2024-06-02 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.141,False,Hydraulic line pressure oscillation detected under load.
-44170,2024-06-02 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.546,False,Calibration check overdue by 11 days for press-line transducer.
-44171,2024-06-02 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.434,False,Short-lived packet loss observed at edge gateway gw-02.
-44172,2024-06-02 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.032,False,Humidity climbed during dock-door open period in afternoon shift.
-44173,2024-06-02 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.492,False,Operator reset acknowledged after red-tag inspection.
-44174,2024-06-02 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.819,False,Edge collector replayed buffered events after network recovery.
-44175,2024-06-02 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.11,False,Humidity baseline improved after seal replacement.
-44176,2024-06-02 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.054,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44177,2024-06-02 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.655,False,Pressure line purge completed before restart authorization.
-44178,2024-06-02 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.908,False,Reliability engineer tagged sample window for model retraining.
-44179,2024-06-02 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.673,False,Quality team requested trace review for lot 24-118B.
-44180,2024-06-02 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.141,False,Temperature remained elevated during unscheduled overtime run.
-44181,2024-06-02 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.4,False,Reliability engineer tagged sample window for model retraining.
-44182,2024-06-02 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.842,False,Pressure peak corresponds to oversized billet batch processing.
-44183,2024-06-02 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.748,False,Short-lived packet loss observed at edge gateway gw-02.
-44184,2024-06-02 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.664,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44185,2024-06-02 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.008,False,Unbalanced load introduced cyclical pressure ripple.
-44186,2024-06-02 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.326,False,Edge collector replayed buffered events after network recovery.
-44187,2024-06-02 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.659,False,Vibration harmonics broadened during extended production run.
-44188,2024-06-02 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.051,False,Edge collector replayed buffered events after network recovery.
-44189,2024-06-02 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.518,False,Night shift startup produced higher than normal vibration floor.
-44190,2024-06-02 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.706,False,Thermal overshoot event coincided with recipe change on furnace.
-44191,2024-06-02 10:30:00,3,pressure,bar,HYD-07,press-line,day,critical,7.451,False,Thermal ramp exceeded expected warmup curve before shift start.
-44192,2024-06-02 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.724,False,Humidity climbed during dock-door open period in afternoon shift.
-44193,2024-06-02 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.066,False,Pressure peak corresponds to oversized billet batch processing.
-44194,2024-06-02 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.13,False,Quality team requested trace review for lot 24-118B.
-44195,2024-06-02 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.709,False,Dust extraction fan offline for 18 minutes on line finishing.
-44196,2024-06-02 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.758,False,Temporary gateway failover completed without data loss.
-44197,2024-06-02 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.046,False,Vibration baseline recovered after tool holder replacement.
-44198,2024-06-02 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.869,False,Unbalanced load introduced cyclical pressure ripple.
-44199,2024-06-02 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.792,False,Pressure peak corresponds to oversized billet batch processing.
-44200,2024-06-02 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.675,False,Operator reset acknowledged after red-tag inspection.
-44201,2024-06-02 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.795,False,Warning threshold updated for pilot predictive-maintenance model.
-44202,2024-06-02 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.499,False,Thermal ramp exceeded expected warmup curve before shift start.
-44203,2024-06-02 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.474,False,Vibration burst exceeds envelope during tool change cycle.
-44204,2024-06-02 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,53.878,False,Edge collector replayed buffered events after network recovery.
-44205,2024-06-02 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.966,False,Vibration harmonics broadened during extended production run.
-44206,2024-06-02 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.49,False,Sensor heartbeat delayed by one interval after gateway retry.
-44207,2024-06-02 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.452,False,Sensor signal clipping observed during startup surge.
-44208,2024-06-02 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.248,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44209,2024-06-02 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.131,False,Dust extraction fan offline for 18 minutes on line finishing.
-44210,2024-06-02 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.694,False,Sensor battery health remains nominal after firmware update.
-44211,2024-06-02 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.541,False,Maintenance scheduler deferred calibration due to spare shortage.
-44212,2024-06-02 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.618,False,Quality team requested trace review for lot 24-118B.
-44213,2024-06-02 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.866,False,Dust extraction fan offline for 18 minutes on line finishing.
-44214,2024-06-02 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.123,False,Coolant loop adjustment reduced chamber temperature spread.
-44215,2024-06-02 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.617,False,Temperature variance narrowed after coolant nozzle cleaning.
-44216,2024-06-02 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.85,False,Vibration baseline recovered after tool holder replacement.
-44217,2024-06-02 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.04,False,Warning threshold updated for pilot predictive-maintenance model.
-44218,2024-06-02 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.855,False,Vibration baseline recovered after tool holder replacement.
-44219,2024-06-02 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.753,False,Supervisory alert generated after three consecutive threshold breaches.
-44220,2024-06-02 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.478,False,Pressure line purge completed before restart authorization.
-44221,2024-06-02 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Maintenance note logged for coupling imbalance inspection.
-44222,2024-06-02 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.865,False,Condensation warning cleared after dehumidifier ramp-up.
-44223,2024-06-02 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.959,False,Condensation warning cleared after dehumidifier ramp-up.
-44224,2024-06-02 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.848,False,Thermal overshoot event coincided with recipe change on furnace.
-44225,2024-06-02 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.511,False,Packaging line stop reduced adjacent vibration background.
-44226,2024-06-02 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.085,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44227,2024-06-02 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.481,False,Vibration harmonics broadened during extended production run.
-44228,2024-06-02 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.59,False,Bearing temperature rising faster than baseline on spindle cell.
-44229,2024-06-02 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.393,False,Anomaly review flagged possible bearing wear progression.
-44230,2024-06-02 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.395,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44231,2024-06-02 13:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.854,False,Calibration check overdue by 11 days for press-line transducer.
-44232,2024-06-02 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.402,False,Sensor heartbeat delayed by one interval after gateway retry.
-44233,2024-06-02 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.891,False,Warning threshold updated for pilot predictive-maintenance model.
-44234,2024-06-02 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.563,False,Quality team requested trace review for lot 24-118B.
-44235,2024-06-02 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.548,False,Dust extraction fan offline for 18 minutes on line finishing.
-44236,2024-06-02 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.965,False,Night shift startup produced higher than normal vibration floor.
-44237,2024-06-02 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.867,False,Maintenance note logged for coupling imbalance inspection.
-44238,2024-06-02 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.635,False,Humidity climbed during dock-door open period in afternoon shift.
-44239,2024-06-02 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.41,False,Sensor battery health remains nominal after firmware update.
-44240,2024-06-02 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.145,False,Pressure peak corresponds to oversized billet batch processing.
-44241,2024-06-02 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.966,False,Unbalanced load introduced cyclical pressure ripple.
-44242,2024-06-02 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.766,False,Temporary gateway failover completed without data loss.
-44243,2024-06-02 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.067,False,Transient outlier matched forklift impact near cabinet wall.
-44244,2024-06-02 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.515,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44245,2024-06-02 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.193,False,Thermal ramp exceeded expected warmup curve before shift start.
-44246,2024-06-02 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.465,False,Machine throughput increase drove sustained pressure uplift.
-44247,2024-06-02 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.995,False,Vibration baseline recovered after tool holder replacement.
-44248,2024-06-02 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.558,False,Air handler maintenance reduced humidity variance on finishing line.
-44249,2024-06-02 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.674,False,Humidity climbed during dock-door open period in afternoon shift.
-44250,2024-06-02 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.763,False,Temperature remained elevated during unscheduled overtime run.
-44251,2024-06-02 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.005,False,Maintenance scheduler deferred calibration due to spare shortage.
-44252,2024-06-02 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.947,False,Operator reset acknowledged after red-tag inspection.
-44253,2024-06-02 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.89,False,Condensation warning cleared after dehumidifier ramp-up.
-44254,2024-06-02 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.208,False,Sensor battery health remains nominal after firmware update.
-44255,2024-06-02 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.11,False,Telemetry quality flag downgraded during sensor self-test window.
-44256,2024-06-02 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.145,False,Machine idle period extended during planned sanitation window.
-44257,2024-06-02 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.578,False,Machine throughput increase drove sustained pressure uplift.
-44258,2024-06-02 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.616,False,Quality hold reduced finishing booth activity for one shift.
-44259,2024-06-02 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.555,False,Machine throughput increase drove sustained pressure uplift.
-44260,2024-06-02 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.602,False,Sensor battery health remains nominal after firmware update.
-44261,2024-06-02 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.33,False,Transient outlier matched forklift impact near cabinet wall.
-44262,2024-06-02 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.836,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44263,2024-06-02 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.18,False,Quality hold reduced finishing booth activity for one shift.
-44264,2024-06-02 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.271,False,Packaging line stop reduced adjacent vibration background.
-44265,2024-06-02 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.331,False,Quality hold reduced finishing booth activity for one shift.
-44266,2024-06-02 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.729,False,Packaging line stop reduced adjacent vibration background.
-44267,2024-06-02 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.139,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44268,2024-06-02 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.556,False,Vibration baseline recovered after tool holder replacement.
-44269,2024-06-02 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.758,False,Dust extraction fan offline for 18 minutes on line finishing.
-44270,2024-06-02 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.307,False,Pressure settled back to nominal after valve reseat.
-44271,2024-06-02 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.617,False,Transient outlier matched forklift impact near cabinet wall.
-44272,2024-06-02 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.349,False,Supervisory alert generated after three consecutive threshold breaches.
-44273,2024-06-02 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.712,False,Warning threshold updated for pilot predictive-maintenance model.
-44274,2024-06-02 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.838,False,Pressure settled back to nominal after valve reseat.
-44275,2024-06-02 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.629,False,Thermal ramp exceeded expected warmup curve before shift start.
-44276,2024-06-02 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.068,False,Humidity baseline improved after seal replacement.
-44277,2024-06-02 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.613,False,Operator reported intermittent chatter on machine CNC-04.
-44278,2024-06-02 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.566,False,Telemetry quality flag downgraded during sensor self-test window.
-44279,2024-06-02 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.223,False,Sensor battery health remains nominal after firmware update.
-44280,2024-06-02 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.667,False,Reliability engineer tagged sample window for model retraining.
-44281,2024-06-02 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.711,False,Condensation warning cleared after dehumidifier ramp-up.
-44282,2024-06-02 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.692,False,Reliability engineer tagged sample window for model retraining.
-44283,2024-06-02 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.208,False,Vibration burst exceeds envelope during tool change cycle.
-44284,2024-06-02 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.138,False,Pressure settled back to nominal after valve reseat.
-44285,2024-06-02 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.201,False,Night shift startup produced higher than normal vibration floor.
-44286,2024-06-02 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.888,False,Night shift startup produced higher than normal vibration floor.
-44287,2024-06-02 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.682,False,Vibration baseline recovered after tool holder replacement.
-44288,2024-06-02 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,38.237,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44289,2024-06-02 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.72,False,Sensor battery health remains nominal after firmware update.
-44290,2024-06-02 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.72,False,Humidity climbed during dock-door open period in afternoon shift.
-44291,2024-06-02 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.734,False,Supervisory alert generated after three consecutive threshold breaches.
-44292,2024-06-02 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.665,False,SCADA backfill inserted two delayed telemetry points.
-44293,2024-06-02 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.486,False,Edge collector replayed buffered events after network recovery.
-44294,2024-06-02 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.662,False,Thermal ramp exceeded expected warmup curve before shift start.
-44295,2024-06-02 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.161,False,Sensor enclosure opened for manual calibration verification.
-44296,2024-06-02 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.856,False,Maintenance crew confirmed lubrication interval was missed.
-44297,2024-06-02 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.533,False,Reliability engineer tagged sample window for model retraining.
-44298,2024-06-02 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.436,False,Thermal overshoot event coincided with recipe change on furnace.
-44299,2024-06-02 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.175,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44300,2024-06-02 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.537,False,Short-lived packet loss observed at edge gateway gw-02.
-44301,2024-06-02 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.009,False,Machine idle period extended during planned sanitation window.
-44302,2024-06-02 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.032,False,Edge collector replayed buffered events after network recovery.
-44303,2024-06-02 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.986,False,Temporary gateway failover completed without data loss.
-44304,2024-06-02 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.158,False,Vibration baseline recovered after tool holder replacement.
-44305,2024-06-02 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.597,False,Short-lived packet loss observed at edge gateway gw-02.
-44306,2024-06-02 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.604,False,Reliability engineer tagged sample window for model retraining.
-44307,2024-06-02 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.837,False,Transient outlier matched forklift impact near cabinet wall.
-44308,2024-06-02 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.147,False,Pressure peak corresponds to oversized billet batch processing.
-44309,2024-06-02 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.847,False,Hydraulic line pressure oscillation detected under load.
-44310,2024-06-02 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.337,False,Temperature remained elevated during unscheduled overtime run.
-44311,2024-06-02 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.997,False,SCADA backfill inserted two delayed telemetry points.
-44312,2024-06-02 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.637,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44313,2024-06-02 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.032,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44314,2024-06-02 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.645,False,Press cycle dwell time lengthened during high-volume batch.
-44315,2024-06-02 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.149,False,Pressure line purge completed before restart authorization.
-44316,2024-06-02 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.659,False,Operator reported intermittent chatter on machine CNC-04.
-44317,2024-06-02 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,1.751,False,Humidity climbed during dock-door open period in afternoon shift.
-44318,2024-06-02 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.713,False,Unbalanced load introduced cyclical pressure ripple.
-44319,2024-06-02 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.121,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44320,2024-06-02 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.149,False,Maintenance crew confirmed lubrication interval was missed.
-44321,2024-06-02 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.391,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44322,2024-06-02 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.615,False,Coolant loop adjustment reduced chamber temperature spread.
-44323,2024-06-02 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.336,False,Calibration check overdue by 11 days for press-line transducer.
-44324,2024-06-02 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.838,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44325,2024-06-02 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.174,False,Vibration harmonics broadened during extended production run.
-44326,2024-06-02 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.675,False,Sensor signal clipping observed during startup surge.
-44327,2024-06-02 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.427,False,Humidity climbed during dock-door open period in afternoon shift.
-44328,2024-06-02 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,41.137,False,Thermal overshoot event coincided with recipe change on furnace.
-44329,2024-06-02 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.847,False,Calibration check overdue by 11 days for press-line transducer.
-44330,2024-06-02 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.629,False,Maintenance scheduler deferred calibration due to spare shortage.
-44331,2024-06-02 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.834,False,Humidity readings track seasonal rise across late spring.
-44332,2024-06-02 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.129,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44333,2024-06-02 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.903,False,Pressure settled back to nominal after valve reseat.
-44334,2024-06-02 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,54.483,False,Vibration baseline recovered after tool holder replacement.
-44335,2024-06-02 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.59,False,Reliability engineer tagged sample window for model retraining.
-44336,2024-06-02 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.322,False,Calibration check overdue by 11 days for press-line transducer.
-44337,2024-06-02 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.337,False,Calibration check overdue by 11 days for press-line transducer.
-44338,2024-06-02 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.626,False,Quality hold reduced finishing booth activity for one shift.
-44339,2024-06-02 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.107,False,Humidity baseline improved after seal replacement.
-44340,2024-06-02 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.013,False,Air handler maintenance reduced humidity variance on finishing line.
-44341,2024-06-02 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.668,False,Operator reported intermittent chatter on machine CNC-04.
-44342,2024-06-02 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.92,False,Press cycle dwell time lengthened during high-volume batch.
-44343,2024-06-02 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.078,False,Night shift startup produced higher than normal vibration floor.
-44344,2024-06-02 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.927,False,Humidity readings track seasonal rise across late spring.
-44345,2024-06-02 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.226,False,Sensor signal clipping observed during startup surge.
-44346,2024-06-02 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.312,False,Anomaly review flagged possible bearing wear progression.
-44347,2024-06-02 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.693,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44348,2024-06-02 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.435,False,Bearing temperature rising faster than baseline on spindle cell.
-44349,2024-06-02 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.268,False,Operator reported intermittent chatter on machine CNC-04.
-44350,2024-06-02 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.336,False,Reliability engineer tagged sample window for model retraining.
-44351,2024-06-02 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.142,False,Thermal overshoot event coincided with recipe change on furnace.
-44352,2024-06-02 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.106,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44353,2024-06-03 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.736,False,Humidity excursion near finishing booth during coating run.
-44354,2024-06-03 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.692,False,Operator reset acknowledged after red-tag inspection.
-44355,2024-06-03 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.316,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44356,2024-06-03 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.084,False,Temperature remained elevated during unscheduled overtime run.
-44357,2024-06-03 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.358,False,Quality hold reduced finishing booth activity for one shift.
-44358,2024-06-03 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.257,False,Thermal ramp exceeded expected warmup curve before shift start.
-44359,2024-06-03 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.919,False,Pressure settled back to nominal after valve reseat.
-44360,2024-06-03 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.026,False,Warning threshold updated for pilot predictive-maintenance model.
-44361,2024-06-03 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.983,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44362,2024-06-03 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.202,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44363,2024-06-03 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.956,False,SCADA backfill inserted two delayed telemetry points.
-44364,2024-06-03 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.644,False,Unbalanced load introduced cyclical pressure ripple.
-44365,2024-06-03 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.179,False,Humidity excursion near finishing booth during coating run.
-44366,2024-06-03 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.221,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44367,2024-06-03 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.066,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44368,2024-06-03 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.992,False,Pressure peak corresponds to oversized billet batch processing.
-44369,2024-06-03 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.006,False,Edge collector replayed buffered events after network recovery.
-44370,2024-06-03 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,69.525,False,Operator reset acknowledged after red-tag inspection.
-44371,2024-06-03 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.069,False,Temporary gateway failover completed without data loss.
-44372,2024-06-03 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.551,False,Humidity readings track seasonal rise across late spring.
-44373,2024-06-03 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.765,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44374,2024-06-03 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.689,False,Dust extraction fan offline for 18 minutes on line finishing.
-44375,2024-06-03 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.279,False,Press cycle dwell time lengthened during high-volume batch.
-44376,2024-06-03 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.619,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44377,2024-06-03 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.865,False,Thermal overshoot event coincided with recipe change on furnace.
-44378,2024-06-03 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.399,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44379,2024-06-03 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.108,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44380,2024-06-03 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.182,False,Condensation warning cleared after dehumidifier ramp-up.
-44381,2024-06-03 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.572,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44382,2024-06-03 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.683,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44383,2024-06-03 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.636,False,Reliability engineer tagged sample window for model retraining.
-44384,2024-06-03 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.039,False,Coolant loop adjustment reduced chamber temperature spread.
-44385,2024-06-03 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.682,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44386,2024-06-03 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.589,False,Temperature variance narrowed after coolant nozzle cleaning.
-44387,2024-06-03 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Pressure line purge completed before restart authorization.
-44388,2024-06-03 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,34.67,False,Air handler maintenance reduced humidity variance on finishing line.
-44389,2024-06-03 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.822,False,Hydraulic line pressure oscillation detected under load.
-44390,2024-06-03 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.273,False,Vibration burst exceeds envelope during tool change cycle.
-44391,2024-06-03 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.088,False,Vibration burst exceeds envelope during tool change cycle.
-44392,2024-06-03 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44393,2024-06-03 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.262,False,Telemetry quality flag downgraded during sensor self-test window.
-44394,2024-06-03 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.979,False,Quality hold reduced finishing booth activity for one shift.
-44395,2024-06-03 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.442,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44396,2024-06-03 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.731,False,Transient outlier matched forklift impact near cabinet wall.
-44397,2024-06-03 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.532,False,Machine idle period extended during planned sanitation window.
-44398,2024-06-03 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.812,False,Vibration burst exceeds envelope during tool change cycle.
-44399,2024-06-03 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.043,False,Temperature remained elevated during unscheduled overtime run.
-44400,2024-06-03 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.205,False,Quality hold reduced finishing booth activity for one shift.
-44401,2024-06-03 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.299,False,Maintenance crew confirmed lubrication interval was missed.
-44402,2024-06-03 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.299,False,Vibration harmonics broadened during extended production run.
-44403,2024-06-03 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.632,False,Press cycle dwell time lengthened during high-volume batch.
-44404,2024-06-03 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.736,False,Condensation warning cleared after dehumidifier ramp-up.
-44405,2024-06-03 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.08,False,Supervisory alert generated after three consecutive threshold breaches.
-44406,2024-06-03 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.974,False,Operator reset acknowledged after red-tag inspection.
-44407,2024-06-03 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.336,False,Quality team requested trace review for lot 24-118B.
-44408,2024-06-03 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.538,False,Hydraulic line pressure oscillation detected under load.
-44409,2024-06-03 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.479,False,Sensor signal clipping observed during startup surge.
-44410,2024-06-03 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.06,False,Thermal overshoot event coincided with recipe change on furnace.
-44411,2024-06-03 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.897,False,Maintenance note logged for coupling imbalance inspection.
-44412,2024-06-03 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.83,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44413,2024-06-03 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.49,False,Reliability engineer tagged sample window for model retraining.
-44414,2024-06-03 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.476,False,Sensor signal clipping observed during startup surge.
-44415,2024-06-03 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.57,False,Condensation warning cleared after dehumidifier ramp-up.
-44416,2024-06-03 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.658,False,Coolant loop adjustment reduced chamber temperature spread.
-44417,2024-06-03 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.095,False,Transient outlier matched forklift impact near cabinet wall.
-44418,2024-06-03 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.746,False,Quality team requested trace review for lot 24-118B.
-44419,2024-06-03 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.951,False,Vibration baseline recovered after tool holder replacement.
-44420,2024-06-03 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.716,False,Vibration harmonics broadened during extended production run.
-44421,2024-06-03 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.726,False,Shift handoff note referenced unusual noise near press enclosure.
-44422,2024-06-03 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.512,False,Humidity excursion near finishing booth during coating run.
-44423,2024-06-03 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.733,False,Short-lived packet loss observed at edge gateway gw-02.
-44424,2024-06-03 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.696,False,Edge collector replayed buffered events after network recovery.
-44425,2024-06-03 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.589,False,Thermal overshoot event coincided with recipe change on furnace.
-44426,2024-06-03 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.058,False,Temperature remained elevated during unscheduled overtime run.
-44427,2024-06-03 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.793,False,Thermal ramp exceeded expected warmup curve before shift start.
-44428,2024-06-03 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.718,False,Temperature remained elevated during unscheduled overtime run.
-44429,2024-06-03 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.087,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44430,2024-06-03 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.338,False,Temporary gateway failover completed without data loss.
-44431,2024-06-03 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.649,False,Night shift startup produced higher than normal vibration floor.
-44432,2024-06-03 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.447,False,Temperature variance narrowed after coolant nozzle cleaning.
-44433,2024-06-03 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.267,False,Night shift startup produced higher than normal vibration floor.
-44434,2024-06-03 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.803,False,Operator reset acknowledged after red-tag inspection.
-44435,2024-06-03 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.968,False,Operator reset acknowledged after red-tag inspection.
-44436,2024-06-03 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.369,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44437,2024-06-03 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.573,False,Warning threshold updated for pilot predictive-maintenance model.
-44438,2024-06-03 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.617,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44439,2024-06-03 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.005,False,Operator reported intermittent chatter on machine CNC-04.
-44440,2024-06-03 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.072,False,Warning threshold updated for pilot predictive-maintenance model.
-44441,2024-06-03 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.252,False,Sensor battery health remains nominal after firmware update.
-44442,2024-06-03 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.601,False,Humidity climbed during dock-door open period in afternoon shift.
-44443,2024-06-03 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.592,False,Humidity climbed during dock-door open period in afternoon shift.
-44444,2024-06-03 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.577,False,Shift handoff note referenced unusual noise near press enclosure.
-44445,2024-06-03 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Reliability engineer tagged sample window for model retraining.
-44446,2024-06-03 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.761,False,Machine idle period extended during planned sanitation window.
-44447,2024-06-03 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.631,False,Humidity climbed during dock-door open period in afternoon shift.
-44448,2024-06-03 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.505,False,Warning threshold updated for pilot predictive-maintenance model.
-44449,2024-06-03 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.748,False,Anomaly review flagged possible bearing wear progression.
-44450,2024-06-03 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.68,False,Calibration check overdue by 11 days for press-line transducer.
-44451,2024-06-03 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.619,False,Humidity baseline improved after seal replacement.
-44452,2024-06-03 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.428,False,Temperature remained elevated during unscheduled overtime run.
-44453,2024-06-03 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.293,False,Quality hold reduced finishing booth activity for one shift.
-44454,2024-06-03 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.612,False,Operator reported intermittent chatter on machine CNC-04.
-44455,2024-06-03 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.144,False,Short-lived packet loss observed at edge gateway gw-02.
-44456,2024-06-03 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.306,False,Quality hold reduced finishing booth activity for one shift.
-44457,2024-06-03 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.24,False,Pressure settled back to nominal after valve reseat.
-44458,2024-06-03 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.418,False,Short-lived packet loss observed at edge gateway gw-02.
-44459,2024-06-03 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.873,False,Transient outlier matched forklift impact near cabinet wall.
-44460,2024-06-03 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.81,False,Air handler maintenance reduced humidity variance on finishing line.
-44461,2024-06-03 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.365,False,Vibration burst exceeds envelope during tool change cycle.
-44462,2024-06-03 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.58,False,Maintenance note logged for coupling imbalance inspection.
-44463,2024-06-03 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.06,False,Temperature variance narrowed after coolant nozzle cleaning.
-44464,2024-06-03 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.908,False,Edge collector replayed buffered events after network recovery.
-44465,2024-06-03 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.008,False,Operator reported intermittent chatter on machine CNC-04.
-44466,2024-06-03 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.456,False,Reliability engineer tagged sample window for model retraining.
-44467,2024-06-03 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.003,False,Transient outlier matched forklift impact near cabinet wall.
-44468,2024-06-03 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.09,False,Maintenance crew confirmed lubrication interval was missed.
-44469,2024-06-03 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.786,False,SCADA backfill inserted two delayed telemetry points.
-44470,2024-06-03 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.113,False,Operator reset acknowledged after red-tag inspection.
-44471,2024-06-03 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.155,False,Short-lived packet loss observed at edge gateway gw-02.
-44472,2024-06-03 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.011,False,Short-lived packet loss observed at edge gateway gw-02.
-44473,2024-06-03 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.527,False,Vibration harmonics broadened during extended production run.
-44474,2024-06-03 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.455,False,Packaging line stop reduced adjacent vibration background.
-44475,2024-06-03 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.316,False,Pressure peak corresponds to oversized billet batch processing.
-44476,2024-06-03 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.084,False,Supervisory alert generated after three consecutive threshold breaches.
-44477,2024-06-03 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.607,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44478,2024-06-03 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.503,False,Air handler maintenance reduced humidity variance on finishing line.
-44479,2024-06-03 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.437,False,Edge collector replayed buffered events after network recovery.
-44480,2024-06-03 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.125,False,Quality team requested trace review for lot 24-118B.
-44481,2024-06-03 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.354,False,Sensor signal clipping observed during startup surge.
-44482,2024-06-03 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.712,False,Pressure settled back to nominal after valve reseat.
-44483,2024-06-03 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.512,False,Vibration burst exceeds envelope during tool change cycle.
-44484,2024-06-03 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.426,False,Operator reported intermittent chatter on machine CNC-04.
-44485,2024-06-03 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.272,False,Humidity baseline improved after seal replacement.
-44486,2024-06-03 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.931,False,Pressure line purge completed before restart authorization.
-44487,2024-06-03 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.56,False,Pressure settled back to nominal after valve reseat.
-44488,2024-06-03 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.552,False,Coolant loop adjustment reduced chamber temperature spread.
-44489,2024-06-03 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Sensor signal clipping observed during startup surge.
-44490,2024-06-03 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.985,False,Hydraulic line pressure oscillation detected under load.
-44491,2024-06-03 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.955,False,Temporary gateway failover completed without data loss.
-44492,2024-06-03 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.315,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44493,2024-06-03 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.512,False,Calibration check overdue by 11 days for press-line transducer.
-44494,2024-06-03 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.965,False,Air handler maintenance reduced humidity variance on finishing line.
-44495,2024-06-03 11:50:00,3,pressure,bar,HYD-07,press-line,day,warning,8.556,False,Telemetry quality flag downgraded during sensor self-test window.
-44496,2024-06-03 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.298,False,Machine idle period extended during planned sanitation window.
-44497,2024-06-03 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.796,False,Press cycle dwell time lengthened during high-volume batch.
-44498,2024-06-03 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.552,False,Edge collector replayed buffered events after network recovery.
-44499,2024-06-03 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.221,False,Sensor battery health remains nominal after firmware update.
-44500,2024-06-03 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.326,False,Pressure line purge completed before restart authorization.
-44501,2024-06-03 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.367,False,Bearing temperature rising faster than baseline on spindle cell.
-44502,2024-06-03 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.341,False,Temperature variance narrowed after coolant nozzle cleaning.
-44503,2024-06-03 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.967,False,Temperature variance narrowed after coolant nozzle cleaning.
-44504,2024-06-03 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.654,False,Temperature variance narrowed after coolant nozzle cleaning.
-44505,2024-06-03 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.962,False,Machine throughput increase drove sustained pressure uplift.
-44506,2024-06-03 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.938,False,Hydraulic line pressure oscillation detected under load.
-44507,2024-06-03 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.369,False,Shift handoff note referenced unusual noise near press enclosure.
-44508,2024-06-03 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.248,False,Humidity baseline improved after seal replacement.
-44509,2024-06-03 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.193,False,Sensor heartbeat delayed by one interval after gateway retry.
-44510,2024-06-03 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.823,False,Sensor signal clipping observed during startup surge.
-44511,2024-06-03 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.976,False,Sensor heartbeat delayed by one interval after gateway retry.
-44512,2024-06-03 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.311,False,Coolant loop adjustment reduced chamber temperature spread.
-44513,2024-06-03 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.139,False,Pressure line purge completed before restart authorization.
-44514,2024-06-03 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.082,False,Temperature variance narrowed after coolant nozzle cleaning.
-44515,2024-06-03 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.704,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44516,2024-06-03 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.223,False,Telemetry quality flag downgraded during sensor self-test window.
-44517,2024-06-03 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.968,False,Maintenance scheduler deferred calibration due to spare shortage.
-44518,2024-06-03 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.173,False,Sensor signal clipping observed during startup surge.
-44519,2024-06-03 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.594,False,Machine throughput increase drove sustained pressure uplift.
-44520,2024-06-03 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.125,False,Coolant loop adjustment reduced chamber temperature spread.
-44521,2024-06-03 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.28,False,Shift handoff note referenced unusual noise near press enclosure.
-44522,2024-06-03 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.636,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44523,2024-06-03 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.104,False,Sensor enclosure opened for manual calibration verification.
-44524,2024-06-03 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.569,False,Sensor signal clipping observed during startup surge.
-44525,2024-06-03 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.97,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44526,2024-06-03 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.553,False,Packaging line stop reduced adjacent vibration background.
-44527,2024-06-03 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.057,False,Humidity readings track seasonal rise across late spring.
-44528,2024-06-03 14:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,42.141,False,Temperature remained elevated during unscheduled overtime run.
-44529,2024-06-03 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.53,False,Edge collector replayed buffered events after network recovery.
-44530,2024-06-03 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.276,False,Sensor signal clipping observed during startup surge.
-44531,2024-06-03 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.061,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44532,2024-06-03 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.353,False,Sensor enclosure opened for manual calibration verification.
-44533,2024-06-03 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.402,False,Hydraulic line pressure oscillation detected under load.
-44534,2024-06-03 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.335,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44535,2024-06-03 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.773,False,Vibration harmonics broadened during extended production run.
-44536,2024-06-03 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.014,False,Maintenance crew confirmed lubrication interval was missed.
-44537,2024-06-03 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.404,False,Coolant loop adjustment reduced chamber temperature spread.
-44538,2024-06-03 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.871,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44539,2024-06-03 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.131,False,Condensation warning cleared after dehumidifier ramp-up.
-44540,2024-06-03 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.151,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44541,2024-06-03 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.892,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44542,2024-06-03 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.56,False,Operator reset acknowledged after red-tag inspection.
-44543,2024-06-03 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.292,False,Bearing temperature rising faster than baseline on spindle cell.
-44544,2024-06-03 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.362,False,Thermal overshoot event coincided with recipe change on furnace.
-44545,2024-06-03 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.313,False,Bearing temperature rising faster than baseline on spindle cell.
-44546,2024-06-03 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.514,False,Sensor heartbeat delayed by one interval after gateway retry.
-44547,2024-06-03 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.286,False,Reliability engineer tagged sample window for model retraining.
-44548,2024-06-03 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.639,False,Press cycle dwell time lengthened during high-volume batch.
-44549,2024-06-03 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.701,False,Vibration harmonics broadened during extended production run.
-44550,2024-06-03 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.03,False,Supervisory alert generated after three consecutive threshold breaches.
-44551,2024-06-03 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.343,False,Transient outlier matched forklift impact near cabinet wall.
-44552,2024-06-03 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,57.261,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44553,2024-06-03 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.98,False,Vibration harmonics broadened during extended production run.
-44554,2024-06-03 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.216,False,Humidity excursion near finishing booth during coating run.
-44555,2024-06-03 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.982,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44556,2024-06-03 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.716,False,Thermal ramp exceeded expected warmup curve before shift start.
-44557,2024-06-03 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.39,False,Quality team requested trace review for lot 24-118B.
-44558,2024-06-03 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.062,False,Temperature remained elevated during unscheduled overtime run.
-44559,2024-06-03 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.625,False,Pressure peak corresponds to oversized billet batch processing.
-44560,2024-06-03 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.255,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44561,2024-06-03 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.086,False,SCADA backfill inserted two delayed telemetry points.
-44562,2024-06-03 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.072,False,Maintenance scheduler deferred calibration due to spare shortage.
-44563,2024-06-03 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.595,False,Telemetry quality flag downgraded during sensor self-test window.
-44564,2024-06-03 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.737,False,Machine throughput increase drove sustained pressure uplift.
-44565,2024-06-03 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.813,False,Unbalanced load introduced cyclical pressure ripple.
-44566,2024-06-03 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.783,False,Quality hold reduced finishing booth activity for one shift.
-44567,2024-06-03 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.804,False,Pressure peak corresponds to oversized billet batch processing.
-44568,2024-06-03 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.388,False,Dust extraction fan offline for 18 minutes on line finishing.
-44569,2024-06-03 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.309,False,Machine throughput increase drove sustained pressure uplift.
-44570,2024-06-03 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,59.513,False,Maintenance scheduler deferred calibration due to spare shortage.
-44571,2024-06-03 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.187,False,Sensor battery health remains nominal after firmware update.
-44572,2024-06-03 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.812,False,Temperature variance narrowed after coolant nozzle cleaning.
-44573,2024-06-03 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.321,False,Humidity climbed during dock-door open period in afternoon shift.
-44574,2024-06-03 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.516,False,Temporary gateway failover completed without data loss.
-44575,2024-06-03 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.082,False,Maintenance note logged for coupling imbalance inspection.
-44576,2024-06-03 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.67,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44577,2024-06-03 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.279,False,Supervisory alert generated after three consecutive threshold breaches.
-44578,2024-06-03 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.948,False,Temporary gateway failover completed without data loss.
-44579,2024-06-03 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.488,False,Air handler maintenance reduced humidity variance on finishing line.
-44580,2024-06-03 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.661,False,Condensation warning cleared after dehumidifier ramp-up.
-44581,2024-06-03 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.707,False,Condensation warning cleared after dehumidifier ramp-up.
-44582,2024-06-03 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.971,False,Condensation warning cleared after dehumidifier ramp-up.
-44583,2024-06-03 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.352,False,Machine throughput increase drove sustained pressure uplift.
-44584,2024-06-03 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.764,False,Coolant loop adjustment reduced chamber temperature spread.
-44585,2024-06-03 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.294,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44586,2024-06-03 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.378,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44587,2024-06-03 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.91,False,Machine idle period extended during planned sanitation window.
-44588,2024-06-03 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.062,False,Calibration check overdue by 11 days for press-line transducer.
-44589,2024-06-03 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.09,False,Temperature remained elevated during unscheduled overtime run.
-44590,2024-06-03 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.193,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44591,2024-06-03 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.55,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44592,2024-06-03 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.404,False,Transient outlier matched forklift impact near cabinet wall.
-44593,2024-06-03 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.343,False,Vibration baseline recovered after tool holder replacement.
-44594,2024-06-03 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.133,False,Transient outlier matched forklift impact near cabinet wall.
-44595,2024-06-03 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.169,False,Humidity excursion near finishing booth during coating run.
-44596,2024-06-03 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.324,False,Pressure settled back to nominal after valve reseat.
-44597,2024-06-03 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.684,False,Humidity climbed during dock-door open period in afternoon shift.
-44598,2024-06-03 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.303,False,Maintenance note logged for coupling imbalance inspection.
-44599,2024-06-03 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.791,False,Maintenance scheduler deferred calibration due to spare shortage.
-44600,2024-06-03 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.916,False,Humidity climbed during dock-door open period in afternoon shift.
-44601,2024-06-03 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.485,False,Quality hold reduced finishing booth activity for one shift.
-44602,2024-06-03 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.694,False,Anomaly review flagged possible bearing wear progression.
-44603,2024-06-03 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.606,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44604,2024-06-03 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,40.475,False,Unbalanced load introduced cyclical pressure ripple.
-44605,2024-06-03 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Humidity climbed during dock-door open period in afternoon shift.
-44606,2024-06-03 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.455,False,Warning threshold updated for pilot predictive-maintenance model.
-44607,2024-06-03 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.308,False,Hydraulic line pressure oscillation detected under load.
-44608,2024-06-03 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.677,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44609,2024-06-03 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.002,False,Dust extraction fan offline for 18 minutes on line finishing.
-44610,2024-06-03 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.704,False,Night shift startup produced higher than normal vibration floor.
-44611,2024-06-03 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.02,False,Air handler maintenance reduced humidity variance on finishing line.
-44612,2024-06-03 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.357,False,Air handler maintenance reduced humidity variance on finishing line.
-44613,2024-06-03 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.21,False,Quality hold reduced finishing booth activity for one shift.
-44614,2024-06-03 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.154,False,Humidity baseline improved after seal replacement.
-44615,2024-06-03 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.479,False,Maintenance crew confirmed lubrication interval was missed.
-44616,2024-06-03 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.328,False,Condensation warning cleared after dehumidifier ramp-up.
-44617,2024-06-03 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.452,False,Night shift startup produced higher than normal vibration floor.
-44618,2024-06-03 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.968,False,Operator reset acknowledged after red-tag inspection.
-44619,2024-06-03 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.294,False,Humidity excursion near finishing booth during coating run.
-44620,2024-06-03 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.039,False,Night shift startup produced higher than normal vibration floor.
-44621,2024-06-03 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.958,False,Shift handoff note referenced unusual noise near press enclosure.
-44622,2024-06-03 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.635,False,Humidity climbed during dock-door open period in afternoon shift.
-44623,2024-06-03 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.96,False,Sensor signal clipping observed during startup surge.
-44624,2024-06-03 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.293,False,Temperature remained elevated during unscheduled overtime run.
-44625,2024-06-03 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.346,False,Humidity baseline improved after seal replacement.
-44626,2024-06-03 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.35,False,Vibration harmonics broadened during extended production run.
-44627,2024-06-03 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.524,False,Sensor enclosure opened for manual calibration verification.
-44628,2024-06-03 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.859,False,Anomaly review flagged possible bearing wear progression.
-44629,2024-06-03 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.39,False,Anomaly review flagged possible bearing wear progression.
-44630,2024-06-03 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.199,False,Humidity climbed during dock-door open period in afternoon shift.
-44631,2024-06-03 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.517,False,Calibration check overdue by 11 days for press-line transducer.
-44632,2024-06-03 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.062,False,Packaging line stop reduced adjacent vibration background.
-44633,2024-06-03 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.393,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44634,2024-06-03 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.602,False,Transient outlier matched forklift impact near cabinet wall.
-44635,2024-06-03 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.007,False,Machine throughput increase drove sustained pressure uplift.
-44636,2024-06-03 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.348,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44637,2024-06-03 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.625,False,Warning threshold updated for pilot predictive-maintenance model.
-44638,2024-06-03 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.903,False,Night shift startup produced higher than normal vibration floor.
-44639,2024-06-03 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.228,False,Temporary gateway failover completed without data loss.
-44640,2024-06-03 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.166,False,Supervisory alert generated after three consecutive threshold breaches.
-44641,2024-06-04 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.743,False,Short-lived packet loss observed at edge gateway gw-02.
-44642,2024-06-04 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.098,False,SCADA backfill inserted two delayed telemetry points.
-44643,2024-06-04 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.686,False,Reliability engineer tagged sample window for model retraining.
-44644,2024-06-04 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.301,False,Temperature variance narrowed after coolant nozzle cleaning.
-44645,2024-06-04 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.337,False,Humidity excursion near finishing booth during coating run.
-44646,2024-06-04 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.402,False,Machine throughput increase drove sustained pressure uplift.
-44647,2024-06-04 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.376,False,Maintenance note logged for coupling imbalance inspection.
-44648,2024-06-04 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.798,False,Machine throughput increase drove sustained pressure uplift.
-44649,2024-06-04 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.879,False,Maintenance note logged for coupling imbalance inspection.
-44650,2024-06-04 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.798,False,Dust extraction fan offline for 18 minutes on line finishing.
-44651,2024-06-04 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.852,False,Sensor signal clipping observed during startup surge.
-44652,2024-06-04 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.466,False,Humidity readings track seasonal rise across late spring.
-44653,2024-06-04 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.741,False,Machine idle period extended during planned sanitation window.
-44654,2024-06-04 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.037,False,Calibration check overdue by 11 days for press-line transducer.
-44655,2024-06-04 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.494,False,Transient outlier matched forklift impact near cabinet wall.
-44656,2024-06-04 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.126,False,Hydraulic line pressure oscillation detected under load.
-44657,2024-06-04 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.401,False,Temperature remained elevated during unscheduled overtime run.
-44658,2024-06-04 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.998,False,Supervisory alert generated after three consecutive threshold breaches.
-44659,2024-06-04 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.238,False,Hydraulic line pressure oscillation detected under load.
-44660,2024-06-04 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.697,False,Machine throughput increase drove sustained pressure uplift.
-44661,2024-06-04 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.864,False,Humidity excursion near finishing booth during coating run.
-44662,2024-06-04 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.691,False,Operator reset acknowledged after red-tag inspection.
-44663,2024-06-04 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.955,False,Shift handoff note referenced unusual noise near press enclosure.
-44664,2024-06-04 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.339,False,Condensation warning cleared after dehumidifier ramp-up.
-44665,2024-06-04 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.447,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44666,2024-06-04 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.654,False,Maintenance note logged for coupling imbalance inspection.
-44667,2024-06-04 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.876,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44668,2024-06-04 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.578,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44669,2024-06-04 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.843,False,Thermal overshoot event coincided with recipe change on furnace.
-44670,2024-06-04 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.346,False,Humidity readings track seasonal rise across late spring.
-44671,2024-06-04 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.837,False,SCADA backfill inserted two delayed telemetry points.
-44672,2024-06-04 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.215,False,Humidity readings track seasonal rise across late spring.
-44673,2024-06-04 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.896,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44674,2024-06-04 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.428,False,Pressure settled back to nominal after valve reseat.
-44675,2024-06-04 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.894,False,Short-lived packet loss observed at edge gateway gw-02.
-44676,2024-06-04 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.938,False,Warning threshold updated for pilot predictive-maintenance model.
-44677,2024-06-04 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.838,False,Machine idle period extended during planned sanitation window.
-44678,2024-06-04 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.977,False,Humidity baseline improved after seal replacement.
-44679,2024-06-04 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.325,False,Pressure settled back to nominal after valve reseat.
-44680,2024-06-04 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.068,False,Sensor enclosure opened for manual calibration verification.
-44681,2024-06-04 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.338,False,Humidity excursion near finishing booth during coating run.
-44682,2024-06-04 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.679,False,Anomaly review flagged possible bearing wear progression.
-44683,2024-06-04 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Anomaly review flagged possible bearing wear progression.
-44684,2024-06-04 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.981,False,Maintenance scheduler deferred calibration due to spare shortage.
-44685,2024-06-04 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.009,False,Machine throughput increase drove sustained pressure uplift.
-44686,2024-06-04 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.245,False,Operator reset acknowledged after red-tag inspection.
-44687,2024-06-04 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.834,False,Vibration baseline recovered after tool holder replacement.
-44688,2024-06-04 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.7,False,Humidity climbed during dock-door open period in afternoon shift.
-44689,2024-06-04 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.131,False,Pressure line purge completed before restart authorization.
-44690,2024-06-04 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.233,False,Pressure settled back to nominal after valve reseat.
-44691,2024-06-04 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.981,False,Pressure settled back to nominal after valve reseat.
-44692,2024-06-04 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.226,False,Condensation warning cleared after dehumidifier ramp-up.
-44693,2024-06-04 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.784,False,Temperature variance narrowed after coolant nozzle cleaning.
-44694,2024-06-04 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.971,False,Thermal ramp exceeded expected warmup curve before shift start.
-44695,2024-06-04 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.802,False,Air handler maintenance reduced humidity variance on finishing line.
-44696,2024-06-04 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.951,False,Pressure settled back to nominal after valve reseat.
-44697,2024-06-04 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.426,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44698,2024-06-04 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.02,False,Humidity readings track seasonal rise across late spring.
-44699,2024-06-04 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.561,False,Maintenance scheduler deferred calibration due to spare shortage.
-44700,2024-06-04 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.982,False,Condensation warning cleared after dehumidifier ramp-up.
-44701,2024-06-04 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.544,False,Short-lived packet loss observed at edge gateway gw-02.
-44702,2024-06-04 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.048,False,Machine idle period extended during planned sanitation window.
-44703,2024-06-04 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.822,False,Coolant loop adjustment reduced chamber temperature spread.
-44704,2024-06-04 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.188,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44705,2024-06-04 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.235,False,Press cycle dwell time lengthened during high-volume batch.
-44706,2024-06-04 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.472,False,Vibration burst exceeds envelope during tool change cycle.
-44707,2024-06-04 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.946,False,Vibration harmonics broadened during extended production run.
-44708,2024-06-04 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.874,False,Machine throughput increase drove sustained pressure uplift.
-44709,2024-06-04 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.593,False,Dust extraction fan offline for 18 minutes on line finishing.
-44710,2024-06-04 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.071,False,Quality hold reduced finishing booth activity for one shift.
-44711,2024-06-04 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.726,False,Thermal ramp exceeded expected warmup curve before shift start.
-44712,2024-06-04 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,36.049,False,Anomaly review flagged possible bearing wear progression.
-44713,2024-06-04 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.118,False,Machine throughput increase drove sustained pressure uplift.
-44714,2024-06-04 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.88,False,Bearing temperature rising faster than baseline on spindle cell.
-44715,2024-06-04 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.418,False,Air handler maintenance reduced humidity variance on finishing line.
-44716,2024-06-04 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.668,False,Pressure settled back to nominal after valve reseat.
-44717,2024-06-04 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.986,False,SCADA backfill inserted two delayed telemetry points.
-44718,2024-06-04 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.85,False,Shift handoff note referenced unusual noise near press enclosure.
-44719,2024-06-04 06:30:00,3,pressure,bar,HYD-07,press-line,night,critical,9.123,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44720,2024-06-04 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.483,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44721,2024-06-04 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.988,False,Temporary gateway failover completed without data loss.
-44722,2024-06-04 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.017,False,Pressure peak corresponds to oversized billet batch processing.
-44723,2024-06-04 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.891,False,Telemetry quality flag downgraded during sensor self-test window.
-44724,2024-06-04 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.487,False,Anomaly review flagged possible bearing wear progression.
-44725,2024-06-04 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.347,False,Packaging line stop reduced adjacent vibration background.
-44726,2024-06-04 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.071,False,Vibration burst exceeds envelope during tool change cycle.
-44727,2024-06-04 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.704,False,Edge collector replayed buffered events after network recovery.
-44728,2024-06-04 07:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.918,False,Sensor battery health remains nominal after firmware update.
-44729,2024-06-04 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.861,False,Sensor signal clipping observed during startup surge.
-44730,2024-06-04 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.635,False,Telemetry quality flag downgraded during sensor self-test window.
-44731,2024-06-04 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.176,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44732,2024-06-04 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.844,False,Pressure settled back to nominal after valve reseat.
-44733,2024-06-04 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.769,False,Vibration burst exceeds envelope during tool change cycle.
-44734,2024-06-04 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.623,False,Temporary gateway failover completed without data loss.
-44735,2024-06-04 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.205,False,Edge collector replayed buffered events after network recovery.
-44736,2024-06-04 07:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,46.883,False,Coolant loop adjustment reduced chamber temperature spread.
-44737,2024-06-04 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.346,False,Packaging line stop reduced adjacent vibration background.
-44738,2024-06-04 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.225,False,Condensation warning cleared after dehumidifier ramp-up.
-44739,2024-06-04 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.758,False,Pressure line purge completed before restart authorization.
-44740,2024-06-04 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.545,False,Humidity climbed during dock-door open period in afternoon shift.
-44741,2024-06-04 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.3,False,Vibration burst exceeds envelope during tool change cycle.
-44742,2024-06-04 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.584,False,Shift handoff note referenced unusual noise near press enclosure.
-44743,2024-06-04 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.059,False,Transient outlier matched forklift impact near cabinet wall.
-44744,2024-06-04 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.02,False,Humidity climbed during dock-door open period in afternoon shift.
-44745,2024-06-04 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.399,False,Hydraulic line pressure oscillation detected under load.
-44746,2024-06-04 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.476,False,Humidity excursion near finishing booth during coating run.
-44747,2024-06-04 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.794,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44748,2024-06-04 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.511,False,Machine throughput increase drove sustained pressure uplift.
-44749,2024-06-04 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.976,False,Anomaly review flagged possible bearing wear progression.
-44750,2024-06-04 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.28,False,Vibration harmonics broadened during extended production run.
-44751,2024-06-04 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.894,False,Calibration check overdue by 11 days for press-line transducer.
-44752,2024-06-04 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.474,False,Vibration harmonics broadened during extended production run.
-44753,2024-06-04 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.486,False,Temporary gateway failover completed without data loss.
-44754,2024-06-04 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.107,False,Temperature variance narrowed after coolant nozzle cleaning.
-44755,2024-06-04 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.009,False,Sensor battery health remains nominal after firmware update.
-44756,2024-06-04 09:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.621,False,Maintenance scheduler deferred calibration due to spare shortage.
-44757,2024-06-04 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.112,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44758,2024-06-04 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.757,False,Quality team requested trace review for lot 24-118B.
-44759,2024-06-04 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.972,False,Calibration check overdue by 11 days for press-line transducer.
-44760,2024-06-04 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.727,False,Quality team requested trace review for lot 24-118B.
-44761,2024-06-04 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.517,False,Thermal ramp exceeded expected warmup curve before shift start.
-44762,2024-06-04 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.306,False,Vibration burst exceeds envelope during tool change cycle.
-44763,2024-06-04 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.921,False,Press cycle dwell time lengthened during high-volume batch.
-44764,2024-06-04 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.959,False,Sensor battery health remains nominal after firmware update.
-44765,2024-06-04 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.578,False,Vibration harmonics broadened during extended production run.
-44766,2024-06-04 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.972,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44767,2024-06-04 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.103,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44768,2024-06-04 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.671,False,Vibration harmonics broadened during extended production run.
-44769,2024-06-04 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.543,False,Humidity baseline improved after seal replacement.
-44770,2024-06-04 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.28,False,Packaging line stop reduced adjacent vibration background.
-44771,2024-06-04 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.451,False,Reliability engineer tagged sample window for model retraining.
-44772,2024-06-04 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.944,False,Supervisory alert generated after three consecutive threshold breaches.
-44773,2024-06-04 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.818,False,Thermal ramp exceeded expected warmup curve before shift start.
-44774,2024-06-04 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.439,False,Packaging line stop reduced adjacent vibration background.
-44775,2024-06-04 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.095,False,Vibration burst exceeds envelope during tool change cycle.
-44776,2024-06-04 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.153,False,Press cycle dwell time lengthened during high-volume batch.
-44777,2024-06-04 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.083,False,Machine throughput increase drove sustained pressure uplift.
-44778,2024-06-04 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.242,False,Pressure peak corresponds to oversized billet batch processing.
-44779,2024-06-04 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.293,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44780,2024-06-04 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.832,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44781,2024-06-04 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.769,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44782,2024-06-04 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.956,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44783,2024-06-04 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.197,False,Warning threshold updated for pilot predictive-maintenance model.
-44784,2024-06-04 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.449,False,Operator reported intermittent chatter on machine CNC-04.
-44785,2024-06-04 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.561,False,Condensation warning cleared after dehumidifier ramp-up.
-44786,2024-06-04 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,66.532,False,Anomaly review flagged possible bearing wear progression.
-44787,2024-06-04 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.722,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44788,2024-06-04 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.877,False,Operator reported intermittent chatter on machine CNC-04.
-44789,2024-06-04 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.747,False,Machine idle period extended during planned sanitation window.
-44790,2024-06-04 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.684,False,Supervisory alert generated after three consecutive threshold breaches.
-44791,2024-06-04 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.15,False,Air handler maintenance reduced humidity variance on finishing line.
-44792,2024-06-04 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.184,False,Press cycle dwell time lengthened during high-volume batch.
-44793,2024-06-04 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.488,False,Hydraulic line pressure oscillation detected under load.
-44794,2024-06-04 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.705,False,Warning threshold updated for pilot predictive-maintenance model.
-44795,2024-06-04 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.657,False,Humidity excursion near finishing booth during coating run.
-44796,2024-06-04 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.511,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44797,2024-06-04 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.184,False,Quality hold reduced finishing booth activity for one shift.
-44798,2024-06-04 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.484,False,Packaging line stop reduced adjacent vibration background.
-44799,2024-06-04 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.177,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44800,2024-06-04 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.155,False,Humidity readings track seasonal rise across late spring.
-44801,2024-06-04 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.156,False,Sensor signal clipping observed during startup surge.
-44802,2024-06-04 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.08,False,SCADA backfill inserted two delayed telemetry points.
-44803,2024-06-04 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.811,False,Thermal ramp exceeded expected warmup curve before shift start.
-44804,2024-06-04 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.378,False,Sensor heartbeat delayed by one interval after gateway retry.
-44805,2024-06-04 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.897,False,Maintenance note logged for coupling imbalance inspection.
-44806,2024-06-04 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.587,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44807,2024-06-04 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.156,False,Air handler maintenance reduced humidity variance on finishing line.
-44808,2024-06-04 13:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.379,False,Quality hold reduced finishing booth activity for one shift.
-44809,2024-06-04 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.388,False,Shift handoff note referenced unusual noise near press enclosure.
-44810,2024-06-04 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.223,False,Shift handoff note referenced unusual noise near press enclosure.
-44811,2024-06-04 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.328,False,Condensation warning cleared after dehumidifier ramp-up.
-44812,2024-06-04 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.028,False,Operator reported intermittent chatter on machine CNC-04.
-44813,2024-06-04 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.158,False,Humidity climbed during dock-door open period in afternoon shift.
-44814,2024-06-04 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.964,False,Calibration check overdue by 11 days for press-line transducer.
-44815,2024-06-04 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.864,False,Thermal overshoot event coincided with recipe change on furnace.
-44816,2024-06-04 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.346,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44817,2024-06-04 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.974,False,Quality hold reduced finishing booth activity for one shift.
-44818,2024-06-04 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.393,False,Pressure settled back to nominal after valve reseat.
-44819,2024-06-04 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.842,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44820,2024-06-04 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.606,False,Vibration burst exceeds envelope during tool change cycle.
-44821,2024-06-04 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.639,False,Coolant loop adjustment reduced chamber temperature spread.
-44822,2024-06-04 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.489,False,Transient outlier matched forklift impact near cabinet wall.
-44823,2024-06-04 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.195,False,Hydraulic line pressure oscillation detected under load.
-44824,2024-06-04 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.525,False,Coolant loop adjustment reduced chamber temperature spread.
-44825,2024-06-04 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.293,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44826,2024-06-04 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.605,False,Unbalanced load introduced cyclical pressure ripple.
-44827,2024-06-04 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.716,False,Thermal overshoot event coincided with recipe change on furnace.
-44828,2024-06-04 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.911,False,Humidity excursion near finishing booth during coating run.
-44829,2024-06-04 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.519,False,Hydraulic line pressure oscillation detected under load.
-44830,2024-06-04 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.209,False,Vibration baseline recovered after tool holder replacement.
-44831,2024-06-04 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.395,False,Transient outlier matched forklift impact near cabinet wall.
-44832,2024-06-04 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.196,False,Calibration check overdue by 11 days for press-line transducer.
-44833,2024-06-04 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.245,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44834,2024-06-04 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.322,False,Vibration harmonics broadened during extended production run.
-44835,2024-06-04 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.679,False,Air handler maintenance reduced humidity variance on finishing line.
-44836,2024-06-04 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.058,False,Telemetry quality flag downgraded during sensor self-test window.
-44837,2024-06-04 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.259,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44838,2024-06-04 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.295,False,Vibration harmonics broadened during extended production run.
-44839,2024-06-04 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.198,False,Thermal ramp exceeded expected warmup curve before shift start.
-44840,2024-06-04 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.396,False,Thermal ramp exceeded expected warmup curve before shift start.
-44841,2024-06-04 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.602,False,Temperature remained elevated during unscheduled overtime run.
-44842,2024-06-04 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.268,False,Vibration burst exceeds envelope during tool change cycle.
-44843,2024-06-04 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.563,False,Anomaly review flagged possible bearing wear progression.
-44844,2024-06-04 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.57,False,Humidity excursion near finishing booth during coating run.
-44845,2024-06-04 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.178,False,Maintenance crew confirmed lubrication interval was missed.
-44846,2024-06-04 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.101,False,Humidity readings track seasonal rise across late spring.
-44847,2024-06-04 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.808,False,Transient outlier matched forklift impact near cabinet wall.
-44848,2024-06-04 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.08,False,Sensor battery health remains nominal after firmware update.
-44849,2024-06-04 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.724,False,Packaging line stop reduced adjacent vibration background.
-44850,2024-06-04 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.566,False,Anomaly review flagged possible bearing wear progression.
-44851,2024-06-04 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.956,False,Pressure line purge completed before restart authorization.
-44852,2024-06-04 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.416,False,Edge collector replayed buffered events after network recovery.
-44853,2024-06-04 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.723,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44854,2024-06-04 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.258,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44855,2024-06-04 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.562,False,Supervisory alert generated after three consecutive threshold breaches.
-44856,2024-06-04 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.92,False,Reliability engineer tagged sample window for model retraining.
-44857,2024-06-04 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.347,False,Hydraulic line pressure oscillation detected under load.
-44858,2024-06-04 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.945,False,Anomaly review flagged possible bearing wear progression.
-44859,2024-06-04 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.043,False,Maintenance note logged for coupling imbalance inspection.
-44860,2024-06-04 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.764,False,Temperature remained elevated during unscheduled overtime run.
-44861,2024-06-04 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Vibration burst exceeds envelope during tool change cycle.
-44862,2024-06-04 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.129,False,Vibration burst exceeds envelope during tool change cycle.
-44863,2024-06-04 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.31,False,Humidity climbed during dock-door open period in afternoon shift.
-44864,2024-06-04 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.287,False,Temporary gateway failover completed without data loss.
-44865,2024-06-04 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.861,False,Dust extraction fan offline for 18 minutes on line finishing.
-44866,2024-06-04 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.936,False,Maintenance note logged for coupling imbalance inspection.
-44867,2024-06-04 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.985,False,Coolant loop adjustment reduced chamber temperature spread.
-44868,2024-06-04 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.004,False,Reliability engineer tagged sample window for model retraining.
-44869,2024-06-04 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.107,False,Maintenance crew confirmed lubrication interval was missed.
-44870,2024-06-04 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.007,False,Pressure line purge completed before restart authorization.
-44871,2024-06-04 19:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.223,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44872,2024-06-04 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.848,False,Supervisory alert generated after three consecutive threshold breaches.
-44873,2024-06-04 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.399,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-44874,2024-06-04 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.496,False,Vibration harmonics broadened during extended production run.
-44875,2024-06-04 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.231,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-44876,2024-06-04 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.884,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44877,2024-06-04 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.463,False,Operator reported intermittent chatter on machine CNC-04.
-44878,2024-06-04 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.809,False,Humidity climbed during dock-door open period in afternoon shift.
-44879,2024-06-04 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.256,False,Air handler maintenance reduced humidity variance on finishing line.
-44880,2024-06-04 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.956,False,Dust extraction fan offline for 18 minutes on line finishing.
-44881,2024-06-04 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.936,False,Hydraulic line pressure oscillation detected under load.
-44882,2024-06-04 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.521,False,Humidity climbed during dock-door open period in afternoon shift.
-44883,2024-06-04 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.051,False,Bearing temperature rising faster than baseline on spindle cell.
-44884,2024-06-04 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.81,False,Shift handoff note referenced unusual noise near press enclosure.
-44885,2024-06-04 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.11,False,Packaging line stop reduced adjacent vibration background.
-44886,2024-06-04 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.353,False,Warning threshold updated for pilot predictive-maintenance model.
-44887,2024-06-04 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.942,False,Night shift startup produced higher than normal vibration floor.
-44888,2024-06-04 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.195,False,Vibration baseline recovered after tool holder replacement.
-44889,2024-06-04 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.481,False,Air handler maintenance reduced humidity variance on finishing line.
-44890,2024-06-04 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.123,False,Vibration baseline recovered after tool holder replacement.
-44891,2024-06-04 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.555,False,Sensor battery health remains nominal after firmware update.
-44892,2024-06-04 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.848,False,Maintenance note logged for coupling imbalance inspection.
-44893,2024-06-04 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.955,False,Humidity baseline improved after seal replacement.
-44894,2024-06-04 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.631,False,Sensor 3 drift suspected after cross-check with manual gauge.
-44895,2024-06-04 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.612,False,Sensor enclosure opened for manual calibration verification.
-44896,2024-06-04 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.084,False,Calibration check overdue by 11 days for press-line transducer.
-44897,2024-06-04 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.026,False,Transient outlier matched forklift impact near cabinet wall.
-44898,2024-06-04 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.128,False,Telemetry quality flag downgraded during sensor self-test window.
-44899,2024-06-04 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.62,False,Vibration baseline recovered after tool holder replacement.
-44900,2024-06-04 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.423,False,Anomaly review flagged possible bearing wear progression.
-44901,2024-06-04 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Temporary gateway failover completed without data loss.
-44902,2024-06-04 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.253,False,Sensor enclosure opened for manual calibration verification.
-44903,2024-06-04 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.675,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44904,2024-06-04 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.354,False,Sensor battery health remains nominal after firmware update.
-44905,2024-06-04 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.196,False,Reliability engineer tagged sample window for model retraining.
-44906,2024-06-04 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.401,False,Humidity baseline improved after seal replacement.
-44907,2024-06-04 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.875,False,Supervisory alert generated after three consecutive threshold breaches.
-44908,2024-06-04 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.795,False,Machine throughput increase drove sustained pressure uplift.
-44909,2024-06-04 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.434,False,Pressure settled back to nominal after valve reseat.
-44910,2024-06-04 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.981,False,Dust extraction fan offline for 18 minutes on line finishing.
-44911,2024-06-04 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.421,False,Operator reset acknowledged after red-tag inspection.
-44912,2024-06-04 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.893,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44913,2024-06-04 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Maintenance crew confirmed lubrication interval was missed.
-44914,2024-06-04 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.335,False,Sensor signal clipping observed during startup surge.
-44915,2024-06-04 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.563,False,Vibration baseline recovered after tool holder replacement.
-44916,2024-06-04 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.902,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44917,2024-06-04 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.833,False,Maintenance note logged for coupling imbalance inspection.
-44918,2024-06-04 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.724,False,Sensor heartbeat delayed by one interval after gateway retry.
-44919,2024-06-04 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.888,False,Dust extraction fan offline for 18 minutes on line finishing.
-44920,2024-06-04 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.594,False,Sensor heartbeat delayed by one interval after gateway retry.
-44921,2024-06-04 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.586,False,Sensor battery health remains nominal after firmware update.
-44922,2024-06-04 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.589,False,Maintenance scheduler deferred calibration due to spare shortage.
-44923,2024-06-04 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.996,False,Sensor heartbeat delayed by one interval after gateway retry.
-44924,2024-06-04 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.349,False,Pressure settled back to nominal after valve reseat.
-44925,2024-06-04 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.247,False,Bearing temperature rising faster than baseline on spindle cell.
-44926,2024-06-04 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,70.675,False,Condensation warning cleared after dehumidifier ramp-up.
-44927,2024-06-04 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.741,False,Night shift startup produced higher than normal vibration floor.
-44928,2024-06-04 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.925,False,Air handler maintenance reduced humidity variance on finishing line.
-44929,2024-06-05 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.155,False,Transient outlier matched forklift impact near cabinet wall.
-44930,2024-06-05 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.539,False,Reliability engineer tagged sample window for model retraining.
-44931,2024-06-05 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.011,False,Condensation warning cleared after dehumidifier ramp-up.
-44932,2024-06-05 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.732,False,Coolant loop adjustment reduced chamber temperature spread.
-44933,2024-06-05 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.297,False,Transient outlier matched forklift impact near cabinet wall.
-44934,2024-06-05 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.294,False,Short-lived packet loss observed at edge gateway gw-02.
-44935,2024-06-05 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.566,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44936,2024-06-05 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.303,False,Telemetry quality flag downgraded during sensor self-test window.
-44937,2024-06-05 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.144,False,Sensor signal clipping observed during startup surge.
-44938,2024-06-05 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.276,False,Humidity baseline improved after seal replacement.
-44939,2024-06-05 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.836,False,Edge collector replayed buffered events after network recovery.
-44940,2024-06-05 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.103,False,Bearing temperature rising faster than baseline on spindle cell.
-44941,2024-06-05 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.154,False,Temperature remained elevated during unscheduled overtime run.
-44942,2024-06-05 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.579,False,Humidity climbed during dock-door open period in afternoon shift.
-44943,2024-06-05 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.794,False,Pressure peak corresponds to oversized billet batch processing.
-44944,2024-06-05 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.16,False,Sensor signal clipping observed during startup surge.
-44945,2024-06-05 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.971,False,Air handler maintenance reduced humidity variance on finishing line.
-44946,2024-06-05 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.081,False,Vibration baseline recovered after tool holder replacement.
-44947,2024-06-05 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.898,False,Unbalanced load introduced cyclical pressure ripple.
-44948,2024-06-05 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.388,False,Coolant loop adjustment reduced chamber temperature spread.
-44949,2024-06-05 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.994,False,Coolant loop adjustment reduced chamber temperature spread.
-44950,2024-06-05 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.981,False,Humidity readings track seasonal rise across late spring.
-44951,2024-06-05 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.498,False,Temperature remained elevated during unscheduled overtime run.
-44952,2024-06-05 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.648,False,Air handler maintenance reduced humidity variance on finishing line.
-44953,2024-06-05 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.568,False,Coolant loop adjustment reduced chamber temperature spread.
-44954,2024-06-05 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.447,False,Operator reset acknowledged after red-tag inspection.
-44955,2024-06-05 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.242,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44956,2024-06-05 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.516,False,Hydraulic line pressure oscillation detected under load.
-44957,2024-06-05 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.141,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-44958,2024-06-05 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.117,False,Thermal ramp exceeded expected warmup curve before shift start.
-44959,2024-06-05 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.324,False,Quality hold reduced finishing booth activity for one shift.
-44960,2024-06-05 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.463,False,Coolant loop adjustment reduced chamber temperature spread.
-44961,2024-06-05 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.903,False,Warning threshold updated for pilot predictive-maintenance model.
-44962,2024-06-05 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.947,False,Humidity excursion near finishing booth during coating run.
-44963,2024-06-05 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.255,False,Air handler maintenance reduced humidity variance on finishing line.
-44964,2024-06-05 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,46.413,False,Maintenance note logged for coupling imbalance inspection.
-44965,2024-06-05 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.475,False,Ambient temperature stabilized after HVAC stage-two engagement.
-44966,2024-06-05 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.164,False,Anomaly review flagged possible bearing wear progression.
-44967,2024-06-05 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.032,False,Press cycle dwell time lengthened during high-volume batch.
-44968,2024-06-05 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.779,False,Pressure settled back to nominal after valve reseat.
-44969,2024-06-05 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.978,False,Temperature variance narrowed after coolant nozzle cleaning.
-44970,2024-06-05 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.074,False,Vibration harmonics broadened during extended production run.
-44971,2024-06-05 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.982,False,Quality hold reduced finishing booth activity for one shift.
-44972,2024-06-05 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.625,False,Temperature variance narrowed after coolant nozzle cleaning.
-44973,2024-06-05 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.008,False,Edge collector replayed buffered events after network recovery.
-44974,2024-06-05 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.749,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44975,2024-06-05 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.414,False,Transient outlier matched forklift impact near cabinet wall.
-44976,2024-06-05 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.555,False,Machine idle period extended during planned sanitation window.
-44977,2024-06-05 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.152,False,Warning threshold updated for pilot predictive-maintenance model.
-44978,2024-06-05 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.922,False,Heat-treat furnace door cycling increased localized temperature spikes.
-44979,2024-06-05 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.641,False,Sensor battery health remains nominal after firmware update.
-44980,2024-06-05 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.166,False,Sensor enclosure opened for manual calibration verification.
-44981,2024-06-05 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.568,False,Vibration baseline recovered after tool holder replacement.
-44982,2024-06-05 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.18,False,Humidity excursion near finishing booth during coating run.
-44983,2024-06-05 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.989,False,Humidity climbed during dock-door open period in afternoon shift.
-44984,2024-06-05 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.127,False,Compressed air fluctuation introduced pressure noise for two cycles.
-44985,2024-06-05 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.151,False,Reliability engineer tagged sample window for model retraining.
-44986,2024-06-05 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.063,False,Transient outlier matched forklift impact near cabinet wall.
-44987,2024-06-05 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.638,False,Temperature variance narrowed after coolant nozzle cleaning.
-44988,2024-06-05 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.811,False,Calibration check overdue by 11 days for press-line transducer.
-44989,2024-06-05 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.725,False,Vibration burst exceeds envelope during tool change cycle.
-44990,2024-06-05 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.011,False,Air handler maintenance reduced humidity variance on finishing line.
-44991,2024-06-05 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.969,False,Bearing temperature rising faster than baseline on spindle cell.
-44992,2024-06-05 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.476,False,Maintenance crew confirmed lubrication interval was missed.
-44993,2024-06-05 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Vibration burst exceeds envelope during tool change cycle.
-44994,2024-06-05 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.198,False,Coolant loop adjustment reduced chamber temperature spread.
-44995,2024-06-05 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.274,False,Pressure line purge completed before restart authorization.
-44996,2024-06-05 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.49,False,Vibration harmonics broadened during extended production run.
-44997,2024-06-05 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.413,False,Humidity climbed during dock-door open period in afternoon shift.
-44998,2024-06-05 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.067,False,Humidity excursion near finishing booth during coating run.
-44999,2024-06-05 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.522,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45000,2024-06-05 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.89,False,Vibration baseline recovered after tool holder replacement.
-45001,2024-06-05 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.468,False,Temporary gateway failover completed without data loss.
-45002,2024-06-05 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.77,False,Shift handoff note referenced unusual noise near press enclosure.
-45003,2024-06-05 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.892,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45004,2024-06-05 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.263,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45005,2024-06-05 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.619,False,Shift handoff note referenced unusual noise near press enclosure.
-45006,2024-06-05 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.255,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45007,2024-06-05 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.139,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45008,2024-06-05 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.326,False,Operator reported intermittent chatter on machine CNC-04.
-45009,2024-06-05 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.351,False,Pressure settled back to nominal after valve reseat.
-45010,2024-06-05 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.055,False,Operator reported intermittent chatter on machine CNC-04.
-45011,2024-06-05 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.42,False,Temperature variance narrowed after coolant nozzle cleaning.
-45012,2024-06-05 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.294,False,Thermal overshoot event coincided with recipe change on furnace.
-45013,2024-06-05 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.122,False,Operator reset acknowledged after red-tag inspection.
-45014,2024-06-05 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.193,False,Operator reset acknowledged after red-tag inspection.
-45015,2024-06-05 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.441,False,Operator reported intermittent chatter on machine CNC-04.
-45016,2024-06-05 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.06,False,Condensation warning cleared after dehumidifier ramp-up.
-45017,2024-06-05 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.775,False,Operator reported intermittent chatter on machine CNC-04.
-45018,2024-06-05 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.857,False,Press cycle dwell time lengthened during high-volume batch.
-45019,2024-06-05 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.036,False,Temperature variance narrowed after coolant nozzle cleaning.
-45020,2024-06-05 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.36,False,Machine throughput increase drove sustained pressure uplift.
-45021,2024-06-05 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.961,False,Vibration burst exceeds envelope during tool change cycle.
-45022,2024-06-05 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.715,False,Air handler maintenance reduced humidity variance on finishing line.
-45023,2024-06-05 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.388,False,Sensor signal clipping observed during startup surge.
-45024,2024-06-05 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.982,False,Pressure line purge completed before restart authorization.
-45025,2024-06-05 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.342,False,Maintenance note logged for coupling imbalance inspection.
-45026,2024-06-05 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.699,False,Temperature remained elevated during unscheduled overtime run.
-45027,2024-06-05 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.514,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45028,2024-06-05 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.195,False,Warning threshold updated for pilot predictive-maintenance model.
-45029,2024-06-05 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.278,False,Humidity climbed during dock-door open period in afternoon shift.
-45030,2024-06-05 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.63,False,Operator reset acknowledged after red-tag inspection.
-45031,2024-06-05 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.125,False,Sensor signal clipping observed during startup surge.
-45032,2024-06-05 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.283,False,Sensor battery health remains nominal after firmware update.
-45033,2024-06-05 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.784,False,Maintenance note logged for coupling imbalance inspection.
-45034,2024-06-05 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.123,False,Bearing temperature rising faster than baseline on spindle cell.
-45035,2024-06-05 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.448,False,Temperature remained elevated during unscheduled overtime run.
-45036,2024-06-05 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.077,False,Warning threshold updated for pilot predictive-maintenance model.
-45037,2024-06-05 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.38,False,SCADA backfill inserted two delayed telemetry points.
-45038,2024-06-05 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.874,False,Maintenance crew confirmed lubrication interval was missed.
-45039,2024-06-05 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.207,False,Calibration check overdue by 11 days for press-line transducer.
-45040,2024-06-05 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.321,False,Dust extraction fan offline for 18 minutes on line finishing.
-45041,2024-06-05 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.515,False,Vibration baseline recovered after tool holder replacement.
-45042,2024-06-05 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.392,False,Transient outlier matched forklift impact near cabinet wall.
-45043,2024-06-05 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.732,False,Sensor enclosure opened for manual calibration verification.
-45044,2024-06-05 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.297,False,Vibration harmonics broadened during extended production run.
-45045,2024-06-05 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.327,False,Bearing temperature rising faster than baseline on spindle cell.
-45046,2024-06-05 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.992,False,Unbalanced load introduced cyclical pressure ripple.
-45047,2024-06-05 09:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.732,False,Machine idle period extended during planned sanitation window.
-45048,2024-06-05 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.65,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45049,2024-06-05 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.433,False,Press cycle dwell time lengthened during high-volume batch.
-45050,2024-06-05 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.673,False,Sensor enclosure opened for manual calibration verification.
-45051,2024-06-05 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.457,False,Reliability engineer tagged sample window for model retraining.
-45052,2024-06-05 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.519,False,Vibration harmonics broadened during extended production run.
-45053,2024-06-05 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.81,False,Maintenance note logged for coupling imbalance inspection.
-45054,2024-06-05 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.347,False,Unbalanced load introduced cyclical pressure ripple.
-45055,2024-06-05 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.285,False,Short-lived packet loss observed at edge gateway gw-02.
-45056,2024-06-05 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.442,False,Temperature variance narrowed after coolant nozzle cleaning.
-45057,2024-06-05 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.753,False,Night shift startup produced higher than normal vibration floor.
-45058,2024-06-05 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.711,False,Sensor signal clipping observed during startup surge.
-45059,2024-06-05 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.381,False,Anomaly review flagged possible bearing wear progression.
-45060,2024-06-05 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.522,False,Night shift startup produced higher than normal vibration floor.
-45061,2024-06-05 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.587,False,Temporary gateway failover completed without data loss.
-45062,2024-06-05 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.702,False,Machine idle period extended during planned sanitation window.
-45063,2024-06-05 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.429,False,Thermal overshoot event coincided with recipe change on furnace.
-45064,2024-06-05 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.213,False,Bearing temperature rising faster than baseline on spindle cell.
-45065,2024-06-05 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.713,False,Operator reset acknowledged after red-tag inspection.
-45066,2024-06-05 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.357,False,Maintenance scheduler deferred calibration due to spare shortage.
-45067,2024-06-05 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.51,False,Dust extraction fan offline for 18 minutes on line finishing.
-45068,2024-06-05 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.353,False,Shift handoff note referenced unusual noise near press enclosure.
-45069,2024-06-05 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.388,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45070,2024-06-05 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.772,False,Operator reset acknowledged after red-tag inspection.
-45071,2024-06-05 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.847,False,Humidity climbed during dock-door open period in afternoon shift.
-45072,2024-06-05 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.991,False,Machine throughput increase drove sustained pressure uplift.
-45073,2024-06-05 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.646,False,Warning threshold updated for pilot predictive-maintenance model.
-45074,2024-06-05 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.555,False,SCADA backfill inserted two delayed telemetry points.
-45075,2024-06-05 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.27,False,Press cycle dwell time lengthened during high-volume batch.
-45076,2024-06-05 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.479,False,Humidity baseline improved after seal replacement.
-45077,2024-06-05 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.548,False,Thermal overshoot event coincided with recipe change on furnace.
-45078,2024-06-05 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.527,False,Sensor enclosure opened for manual calibration verification.
-45079,2024-06-05 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.008,False,Maintenance scheduler deferred calibration due to spare shortage.
-45080,2024-06-05 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.307,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45081,2024-06-05 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.97,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45082,2024-06-05 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.735,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45083,2024-06-05 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.953,False,Edge collector replayed buffered events after network recovery.
-45084,2024-06-05 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.475,False,Operator reset acknowledged after red-tag inspection.
-45085,2024-06-05 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.893,False,Pressure line purge completed before restart authorization.
-45086,2024-06-05 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.333,False,Humidity baseline improved after seal replacement.
-45087,2024-06-05 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.848,False,Supervisory alert generated after three consecutive threshold breaches.
-45088,2024-06-05 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.353,False,Sensor heartbeat delayed by one interval after gateway retry.
-45089,2024-06-05 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.579,False,Sensor battery health remains nominal after firmware update.
-45090,2024-06-05 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.581,False,Maintenance note logged for coupling imbalance inspection.
-45091,2024-06-05 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.484,False,Vibration baseline recovered after tool holder replacement.
-45092,2024-06-05 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.677,False,Vibration harmonics broadened during extended production run.
-45093,2024-06-05 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.761,False,Press cycle dwell time lengthened during high-volume batch.
-45094,2024-06-05 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.608,False,Dust extraction fan offline for 18 minutes on line finishing.
-45095,2024-06-05 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.073,False,Vibration burst exceeds envelope during tool change cycle.
-45096,2024-06-05 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.902,False,Coolant loop adjustment reduced chamber temperature spread.
-45097,2024-06-05 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.069,False,Humidity readings track seasonal rise across late spring.
-45098,2024-06-05 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.625,False,Humidity excursion near finishing booth during coating run.
-45099,2024-06-05 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.668,False,Unbalanced load introduced cyclical pressure ripple.
-45100,2024-06-05 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.452,False,Air handler maintenance reduced humidity variance on finishing line.
-45101,2024-06-05 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.602,False,Maintenance note logged for coupling imbalance inspection.
-45102,2024-06-05 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.129,False,Temperature variance narrowed after coolant nozzle cleaning.
-45103,2024-06-05 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.155,False,Machine idle period extended during planned sanitation window.
-45104,2024-06-05 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.182,False,Temporary gateway failover completed without data loss.
-45105,2024-06-05 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.791,False,Temperature variance narrowed after coolant nozzle cleaning.
-45106,2024-06-05 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.181,False,Pressure peak corresponds to oversized billet batch processing.
-45107,2024-06-05 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Sensor signal clipping observed during startup surge.
-45108,2024-06-05 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.68,False,Temperature variance narrowed after coolant nozzle cleaning.
-45109,2024-06-05 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.248,False,Hydraulic line pressure oscillation detected under load.
-45110,2024-06-05 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.997,False,Transient outlier matched forklift impact near cabinet wall.
-45111,2024-06-05 15:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.539,False,Maintenance crew confirmed lubrication interval was missed.
-45112,2024-06-05 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.791,False,Calibration check overdue by 11 days for press-line transducer.
-45113,2024-06-05 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.186,False,Vibration burst exceeds envelope during tool change cycle.
-45114,2024-06-05 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.649,False,Shift handoff note referenced unusual noise near press enclosure.
-45115,2024-06-05 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.472,False,Telemetry quality flag downgraded during sensor self-test window.
-45116,2024-06-05 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.882,False,Anomaly review flagged possible bearing wear progression.
-45117,2024-06-05 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.072,False,Humidity excursion near finishing booth during coating run.
-45118,2024-06-05 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.845,False,Pressure line purge completed before restart authorization.
-45119,2024-06-05 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.973,False,Anomaly review flagged possible bearing wear progression.
-45120,2024-06-05 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.153,False,Thermal overshoot event coincided with recipe change on furnace.
-45121,2024-06-05 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.126,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45122,2024-06-05 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.335,False,Night shift startup produced higher than normal vibration floor.
-45123,2024-06-05 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.073,False,Humidity baseline improved after seal replacement.
-45124,2024-06-05 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.027,False,Telemetry quality flag downgraded during sensor self-test window.
-45125,2024-06-05 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.086,False,Operator reported intermittent chatter on machine CNC-04.
-45126,2024-06-05 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.659,False,Quality hold reduced finishing booth activity for one shift.
-45127,2024-06-05 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.478,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45128,2024-06-05 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.069,False,Dust extraction fan offline for 18 minutes on line finishing.
-45129,2024-06-05 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.067,False,Temperature variance narrowed after coolant nozzle cleaning.
-45130,2024-06-05 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.171,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45131,2024-06-05 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.144,False,Condensation warning cleared after dehumidifier ramp-up.
-45132,2024-06-05 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.791,False,Vibration burst exceeds envelope during tool change cycle.
-45133,2024-06-05 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.503,False,Humidity excursion near finishing booth during coating run.
-45134,2024-06-05 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.487,False,Bearing temperature rising faster than baseline on spindle cell.
-45135,2024-06-05 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.965,False,Dust extraction fan offline for 18 minutes on line finishing.
-45136,2024-06-05 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.837,False,Anomaly review flagged possible bearing wear progression.
-45137,2024-06-05 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.168,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45138,2024-06-05 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.029,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45139,2024-06-05 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.03,False,Maintenance note logged for coupling imbalance inspection.
-45140,2024-06-05 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.54,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45141,2024-06-05 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.366,False,Machine idle period extended during planned sanitation window.
-45142,2024-06-05 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.365,False,Machine throughput increase drove sustained pressure uplift.
-45143,2024-06-05 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.875,False,Coolant loop adjustment reduced chamber temperature spread.
-45144,2024-06-05 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.073,False,Pressure peak corresponds to oversized billet batch processing.
-45145,2024-06-05 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.43,False,Reliability engineer tagged sample window for model retraining.
-45146,2024-06-05 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.77,False,Humidity readings track seasonal rise across late spring.
-45147,2024-06-05 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.739,False,Vibration burst exceeds envelope during tool change cycle.
-45148,2024-06-05 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.864,False,Thermal overshoot event coincided with recipe change on furnace.
-45149,2024-06-05 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.873,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45150,2024-06-05 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.997,False,Humidity readings track seasonal rise across late spring.
-45151,2024-06-05 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.316,False,Machine throughput increase drove sustained pressure uplift.
-45152,2024-06-05 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.356,False,Pressure peak corresponds to oversized billet batch processing.
-45153,2024-06-05 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.585,False,Operator reset acknowledged after red-tag inspection.
-45154,2024-06-05 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.977,False,Vibration baseline recovered after tool holder replacement.
-45155,2024-06-05 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.168,False,Temperature variance narrowed after coolant nozzle cleaning.
-45156,2024-06-05 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.444,False,Temporary gateway failover completed without data loss.
-45157,2024-06-05 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.775,False,Maintenance scheduler deferred calibration due to spare shortage.
-45158,2024-06-05 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.31,False,Night shift startup produced higher than normal vibration floor.
-45159,2024-06-05 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.255,False,Shift handoff note referenced unusual noise near press enclosure.
-45160,2024-06-05 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.78,False,Bearing temperature rising faster than baseline on spindle cell.
-45161,2024-06-05 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.91,False,Bearing temperature rising faster than baseline on spindle cell.
-45162,2024-06-05 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.28,False,Calibration check overdue by 11 days for press-line transducer.
-45163,2024-06-05 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.427,False,Unbalanced load introduced cyclical pressure ripple.
-45164,2024-06-05 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.963,False,Vibration burst exceeds envelope during tool change cycle.
-45165,2024-06-05 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.015,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45166,2024-06-05 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.801,False,Night shift startup produced higher than normal vibration floor.
-45167,2024-06-05 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.724,False,Air handler maintenance reduced humidity variance on finishing line.
-45168,2024-06-05 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.419,False,Sensor signal clipping observed during startup surge.
-45169,2024-06-05 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.923,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45170,2024-06-05 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.141,False,Sensor battery health remains nominal after firmware update.
-45171,2024-06-05 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.387,False,Bearing temperature rising faster than baseline on spindle cell.
-45172,2024-06-05 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.613,False,Short-lived packet loss observed at edge gateway gw-02.
-45173,2024-06-05 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.017,False,Machine throughput increase drove sustained pressure uplift.
-45174,2024-06-05 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.675,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45175,2024-06-05 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.401,False,Packaging line stop reduced adjacent vibration background.
-45176,2024-06-05 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.098,False,Unbalanced load introduced cyclical pressure ripple.
-45177,2024-06-05 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.767,False,Temporary gateway failover completed without data loss.
-45178,2024-06-05 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.967,False,Temperature remained elevated during unscheduled overtime run.
-45179,2024-06-05 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.389,False,Operator reported intermittent chatter on machine CNC-04.
-45180,2024-06-05 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.155,False,Supervisory alert generated after three consecutive threshold breaches.
-45181,2024-06-05 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.249,False,Air handler maintenance reduced humidity variance on finishing line.
-45182,2024-06-05 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.93,False,Pressure line purge completed before restart authorization.
-45183,2024-06-05 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.746,False,Night shift startup produced higher than normal vibration floor.
-45184,2024-06-05 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.931,False,Operator reset acknowledged after red-tag inspection.
-45185,2024-06-05 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.179,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45186,2024-06-05 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.205,False,Coolant loop adjustment reduced chamber temperature spread.
-45187,2024-06-05 21:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.321,False,Operator reported intermittent chatter on machine CNC-04.
-45188,2024-06-05 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.886,False,Supervisory alert generated after three consecutive threshold breaches.
-45189,2024-06-05 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.739,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45190,2024-06-05 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.974,False,Press cycle dwell time lengthened during high-volume batch.
-45191,2024-06-05 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.803,False,Edge collector replayed buffered events after network recovery.
-45192,2024-06-05 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.256,False,SCADA backfill inserted two delayed telemetry points.
-45193,2024-06-05 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.992,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45194,2024-06-05 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.445,False,Shift handoff note referenced unusual noise near press enclosure.
-45195,2024-06-05 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.337,False,Pressure line purge completed before restart authorization.
-45196,2024-06-05 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.525,False,Condensation warning cleared after dehumidifier ramp-up.
-45197,2024-06-05 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.631,False,Edge collector replayed buffered events after network recovery.
-45198,2024-06-05 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.02,False,Telemetry quality flag downgraded during sensor self-test window.
-45199,2024-06-05 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.52,False,Operator reset acknowledged after red-tag inspection.
-45200,2024-06-05 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.876,False,Thermal overshoot event coincided with recipe change on furnace.
-45201,2024-06-05 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45202,2024-06-05 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.036,False,Warning threshold updated for pilot predictive-maintenance model.
-45203,2024-06-05 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.538,False,Bearing temperature rising faster than baseline on spindle cell.
-45204,2024-06-05 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.937,False,Packaging line stop reduced adjacent vibration background.
-45205,2024-06-05 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Machine idle period extended during planned sanitation window.
-45206,2024-06-05 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.127,False,Sensor battery health remains nominal after firmware update.
-45207,2024-06-05 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.02,False,Maintenance crew confirmed lubrication interval was missed.
-45208,2024-06-05 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.398,False,Operator reset acknowledged after red-tag inspection.
-45209,2024-06-05 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Calibration check overdue by 11 days for press-line transducer.
-45210,2024-06-05 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.305,False,Vibration baseline recovered after tool holder replacement.
-45211,2024-06-05 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.278,False,Vibration burst exceeds envelope during tool change cycle.
-45212,2024-06-05 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.277,False,Quality hold reduced finishing booth activity for one shift.
-45213,2024-06-05 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.311,False,Air handler maintenance reduced humidity variance on finishing line.
-45214,2024-06-05 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.171,False,Anomaly review flagged possible bearing wear progression.
-45215,2024-06-05 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.677,False,Night shift startup produced higher than normal vibration floor.
-45216,2024-06-05 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.57,False,Humidity readings track seasonal rise across late spring.
-45217,2024-06-06 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.022,False,Warning threshold updated for pilot predictive-maintenance model.
-45218,2024-06-06 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.556,False,Maintenance crew confirmed lubrication interval was missed.
-45219,2024-06-06 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.885,False,Sensor enclosure opened for manual calibration verification.
-45220,2024-06-06 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.31,False,Night shift startup produced higher than normal vibration floor.
-45221,2024-06-06 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.829,False,Calibration check overdue by 11 days for press-line transducer.
-45222,2024-06-06 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.0,False,Edge collector replayed buffered events after network recovery.
-45223,2024-06-06 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.541,False,Machine throughput increase drove sustained pressure uplift.
-45224,2024-06-06 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.782,False,Shift handoff note referenced unusual noise near press enclosure.
-45225,2024-06-06 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.48,False,Pressure line purge completed before restart authorization.
-45226,2024-06-06 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,63.586,False,Sensor heartbeat delayed by one interval after gateway retry.
-45227,2024-06-06 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.118,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45228,2024-06-06 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.785,False,Night shift startup produced higher than normal vibration floor.
-45229,2024-06-06 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.722,False,Machine throughput increase drove sustained pressure uplift.
-45230,2024-06-06 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.136,False,Calibration check overdue by 11 days for press-line transducer.
-45231,2024-06-06 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.551,False,Warning threshold updated for pilot predictive-maintenance model.
-45232,2024-06-06 01:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.068,False,Condensation warning cleared after dehumidifier ramp-up.
-45233,2024-06-06 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.505,False,Hydraulic line pressure oscillation detected under load.
-45234,2024-06-06 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.629,False,Humidity excursion near finishing booth during coating run.
-45235,2024-06-06 01:30:00,3,pressure,bar,HYD-07,press-line,night,warning,7.869,False,Coolant loop adjustment reduced chamber temperature spread.
-45236,2024-06-06 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.258,False,Thermal ramp exceeded expected warmup curve before shift start.
-45237,2024-06-06 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.674,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45238,2024-06-06 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.795,False,Machine throughput increase drove sustained pressure uplift.
-45239,2024-06-06 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.815,False,Sensor heartbeat delayed by one interval after gateway retry.
-45240,2024-06-06 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.224,False,Sensor heartbeat delayed by one interval after gateway retry.
-45241,2024-06-06 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.578,False,Vibration burst exceeds envelope during tool change cycle.
-45242,2024-06-06 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.279,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45243,2024-06-06 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.679,False,Humidity baseline improved after seal replacement.
-45244,2024-06-06 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.886,False,Sensor signal clipping observed during startup surge.
-45245,2024-06-06 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.04,False,Packaging line stop reduced adjacent vibration background.
-45246,2024-06-06 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.157,False,Maintenance crew confirmed lubrication interval was missed.
-45247,2024-06-06 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Humidity climbed during dock-door open period in afternoon shift.
-45248,2024-06-06 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.993,False,Humidity excursion near finishing booth during coating run.
-45249,2024-06-06 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.727,False,Transient outlier matched forklift impact near cabinet wall.
-45250,2024-06-06 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.153,False,Temporary gateway failover completed without data loss.
-45251,2024-06-06 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.789,False,Maintenance scheduler deferred calibration due to spare shortage.
-45252,2024-06-06 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.572,False,Vibration harmonics broadened during extended production run.
-45253,2024-06-06 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.747,False,Humidity baseline improved after seal replacement.
-45254,2024-06-06 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,55.847,False,Quality team requested trace review for lot 24-118B.
-45255,2024-06-06 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.553,False,Sensor enclosure opened for manual calibration verification.
-45256,2024-06-06 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.618,False,Transient outlier matched forklift impact near cabinet wall.
-45257,2024-06-06 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.302,False,Sensor heartbeat delayed by one interval after gateway retry.
-45258,2024-06-06 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.808,False,Press cycle dwell time lengthened during high-volume batch.
-45259,2024-06-06 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.784,False,Maintenance crew confirmed lubrication interval was missed.
-45260,2024-06-06 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.709,False,Press cycle dwell time lengthened during high-volume batch.
-45261,2024-06-06 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.406,False,Pressure peak corresponds to oversized billet batch processing.
-45262,2024-06-06 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.03,False,Condensation warning cleared after dehumidifier ramp-up.
-45263,2024-06-06 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.074,False,Sensor heartbeat delayed by one interval after gateway retry.
-45264,2024-06-06 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.065,False,Hydraulic line pressure oscillation detected under load.
-45265,2024-06-06 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.106,False,Shift handoff note referenced unusual noise near press enclosure.
-45266,2024-06-06 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.505,False,Pressure peak corresponds to oversized billet batch processing.
-45267,2024-06-06 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.489,False,Maintenance note logged for coupling imbalance inspection.
-45268,2024-06-06 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.092,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45269,2024-06-06 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.644,False,Temperature remained elevated during unscheduled overtime run.
-45270,2024-06-06 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.24,False,Edge collector replayed buffered events after network recovery.
-45271,2024-06-06 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.107,False,Maintenance scheduler deferred calibration due to spare shortage.
-45272,2024-06-06 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.246,False,Humidity climbed during dock-door open period in afternoon shift.
-45273,2024-06-06 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.463,False,Quality hold reduced finishing booth activity for one shift.
-45274,2024-06-06 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.451,False,Sensor signal clipping observed during startup surge.
-45275,2024-06-06 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.832,False,Operator reported intermittent chatter on machine CNC-04.
-45276,2024-06-06 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.489,False,Condensation warning cleared after dehumidifier ramp-up.
-45277,2024-06-06 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.448,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45278,2024-06-06 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.683,False,Packaging line stop reduced adjacent vibration background.
-45279,2024-06-06 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.878,False,Temperature remained elevated during unscheduled overtime run.
-45280,2024-06-06 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.116,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45281,2024-06-06 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.172,False,Telemetry quality flag downgraded during sensor self-test window.
-45282,2024-06-06 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.938,False,Maintenance crew confirmed lubrication interval was missed.
-45283,2024-06-06 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.031,False,Vibration burst exceeds envelope during tool change cycle.
-45284,2024-06-06 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.885,False,Transient outlier matched forklift impact near cabinet wall.
-45285,2024-06-06 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.959,False,Thermal ramp exceeded expected warmup curve before shift start.
-45286,2024-06-06 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.547,False,Telemetry quality flag downgraded during sensor self-test window.
-45287,2024-06-06 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.809,False,Packaging line stop reduced adjacent vibration background.
-45288,2024-06-06 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.735,False,Temperature remained elevated during unscheduled overtime run.
-45289,2024-06-06 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.986,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45290,2024-06-06 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.21,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45291,2024-06-06 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.939,False,Machine throughput increase drove sustained pressure uplift.
-45292,2024-06-06 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.996,False,Quality team requested trace review for lot 24-118B.
-45293,2024-06-06 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.795,False,Operator reported intermittent chatter on machine CNC-04.
-45294,2024-06-06 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.016,False,Quality team requested trace review for lot 24-118B.
-45295,2024-06-06 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.318,False,Thermal ramp exceeded expected warmup curve before shift start.
-45296,2024-06-06 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.924,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45297,2024-06-06 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.208,False,Short-lived packet loss observed at edge gateway gw-02.
-45298,2024-06-06 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.886,False,Short-lived packet loss observed at edge gateway gw-02.
-45299,2024-06-06 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.635,False,Shift handoff note referenced unusual noise near press enclosure.
-45300,2024-06-06 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.767,False,Shift handoff note referenced unusual noise near press enclosure.
-45301,2024-06-06 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.101,False,Maintenance scheduler deferred calibration due to spare shortage.
-45302,2024-06-06 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.627,False,Short-lived packet loss observed at edge gateway gw-02.
-45303,2024-06-06 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.696,False,Anomaly review flagged possible bearing wear progression.
-45304,2024-06-06 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.968,False,Warning threshold updated for pilot predictive-maintenance model.
-45305,2024-06-06 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.637,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45306,2024-06-06 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.861,False,Pressure peak corresponds to oversized billet batch processing.
-45307,2024-06-06 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.016,False,Pressure settled back to nominal after valve reseat.
-45308,2024-06-06 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.751,False,Vibration burst exceeds envelope during tool change cycle.
-45309,2024-06-06 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.426,False,Temporary gateway failover completed without data loss.
-45310,2024-06-06 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.081,False,Pressure line purge completed before restart authorization.
-45311,2024-06-06 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.133,False,Machine throughput increase drove sustained pressure uplift.
-45312,2024-06-06 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.228,False,Edge collector replayed buffered events after network recovery.
-45313,2024-06-06 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.518,False,Pressure settled back to nominal after valve reseat.
-45314,2024-06-06 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.608,False,Humidity readings track seasonal rise across late spring.
-45315,2024-06-06 08:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.406,False,Operator reported intermittent chatter on machine CNC-04.
-45316,2024-06-06 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.367,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45317,2024-06-06 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.009,False,Temperature remained elevated during unscheduled overtime run.
-45318,2024-06-06 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.433,False,Sensor enclosure opened for manual calibration verification.
-45319,2024-06-06 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.097,False,Thermal ramp exceeded expected warmup curve before shift start.
-45320,2024-06-06 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.669,False,Sensor heartbeat delayed by one interval after gateway retry.
-45321,2024-06-06 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.094,False,Reliability engineer tagged sample window for model retraining.
-45322,2024-06-06 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.333,False,Telemetry quality flag downgraded during sensor self-test window.
-45323,2024-06-06 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Vibration harmonics broadened during extended production run.
-45324,2024-06-06 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.014,False,Machine idle period extended during planned sanitation window.
-45325,2024-06-06 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.018,False,Vibration baseline recovered after tool holder replacement.
-45326,2024-06-06 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.349,False,Maintenance scheduler deferred calibration due to spare shortage.
-45327,2024-06-06 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.896,False,Dust extraction fan offline for 18 minutes on line finishing.
-45328,2024-06-06 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.65,False,Calibration check overdue by 11 days for press-line transducer.
-45329,2024-06-06 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.042,False,Sensor battery health remains nominal after firmware update.
-45330,2024-06-06 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.534,False,Hydraulic line pressure oscillation detected under load.
-45331,2024-06-06 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.727,False,Pressure line purge completed before restart authorization.
-45332,2024-06-06 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.787,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45333,2024-06-06 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.852,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45334,2024-06-06 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.333,False,Supervisory alert generated after three consecutive threshold breaches.
-45335,2024-06-06 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.566,False,Maintenance scheduler deferred calibration due to spare shortage.
-45336,2024-06-06 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.16,False,Humidity climbed during dock-door open period in afternoon shift.
-45337,2024-06-06 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.325,False,Temperature remained elevated during unscheduled overtime run.
-45338,2024-06-06 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.214,False,Sensor battery health remains nominal after firmware update.
-45339,2024-06-06 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.81,False,Coolant loop adjustment reduced chamber temperature spread.
-45340,2024-06-06 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.302,False,Pressure settled back to nominal after valve reseat.
-45341,2024-06-06 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.85,False,Air handler maintenance reduced humidity variance on finishing line.
-45342,2024-06-06 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.483,False,Supervisory alert generated after three consecutive threshold breaches.
-45343,2024-06-06 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.662,False,Packaging line stop reduced adjacent vibration background.
-45344,2024-06-06 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.575,False,Operator reported intermittent chatter on machine CNC-04.
-45345,2024-06-06 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Vibration burst exceeds envelope during tool change cycle.
-45346,2024-06-06 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.043,False,Maintenance note logged for coupling imbalance inspection.
-45347,2024-06-06 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.613,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45348,2024-06-06 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.539,False,Vibration harmonics broadened during extended production run.
-45349,2024-06-06 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.697,False,Hydraulic line pressure oscillation detected under load.
-45350,2024-06-06 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.281,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45351,2024-06-06 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.147,False,Hydraulic line pressure oscillation detected under load.
-45352,2024-06-06 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.495,False,Operator reported intermittent chatter on machine CNC-04.
-45353,2024-06-06 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.716,False,Warning threshold updated for pilot predictive-maintenance model.
-45354,2024-06-06 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.574,False,Temperature remained elevated during unscheduled overtime run.
-45355,2024-06-06 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.573,False,Temperature remained elevated during unscheduled overtime run.
-45356,2024-06-06 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.847,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45357,2024-06-06 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.638,False,Vibration baseline recovered after tool holder replacement.
-45358,2024-06-06 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.006,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45359,2024-06-06 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.25,False,Anomaly review flagged possible bearing wear progression.
-45360,2024-06-06 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.316,False,Pressure peak corresponds to oversized billet batch processing.
-45361,2024-06-06 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.088,False,Calibration check overdue by 11 days for press-line transducer.
-45362,2024-06-06 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.147,False,Hydraulic line pressure oscillation detected under load.
-45363,2024-06-06 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.735,False,Temperature remained elevated during unscheduled overtime run.
-45364,2024-06-06 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.331,False,Packaging line stop reduced adjacent vibration background.
-45365,2024-06-06 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.936,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45366,2024-06-06 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.598,False,Vibration burst exceeds envelope during tool change cycle.
-45367,2024-06-06 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Hydraulic line pressure oscillation detected under load.
-45368,2024-06-06 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.787,False,Dust extraction fan offline for 18 minutes on line finishing.
-45369,2024-06-06 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.167,False,SCADA backfill inserted two delayed telemetry points.
-45370,2024-06-06 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.567,False,Quality team requested trace review for lot 24-118B.
-45371,2024-06-06 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.651,False,Short-lived packet loss observed at edge gateway gw-02.
-45372,2024-06-06 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.88,False,Bearing temperature rising faster than baseline on spindle cell.
-45373,2024-06-06 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.127,False,Sensor heartbeat delayed by one interval after gateway retry.
-45374,2024-06-06 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.407,False,Warning threshold updated for pilot predictive-maintenance model.
-45375,2024-06-06 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.359,False,Humidity excursion near finishing booth during coating run.
-45376,2024-06-06 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.379,False,Press cycle dwell time lengthened during high-volume batch.
-45377,2024-06-06 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.84,False,Supervisory alert generated after three consecutive threshold breaches.
-45378,2024-06-06 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.802,False,Condensation warning cleared after dehumidifier ramp-up.
-45379,2024-06-06 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.038,False,Hydraulic line pressure oscillation detected under load.
-45380,2024-06-06 13:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.616,False,Unbalanced load introduced cyclical pressure ripple.
-45381,2024-06-06 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.4,False,Packaging line stop reduced adjacent vibration background.
-45382,2024-06-06 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.931,False,Pressure settled back to nominal after valve reseat.
-45383,2024-06-06 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.155,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45384,2024-06-06 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.279,False,Operator reported intermittent chatter on machine CNC-04.
-45385,2024-06-06 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.671,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45386,2024-06-06 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.986,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45387,2024-06-06 14:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.569,False,Maintenance crew confirmed lubrication interval was missed.
-45388,2024-06-06 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.431,False,Humidity excursion near finishing booth during coating run.
-45389,2024-06-06 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.105,False,Machine throughput increase drove sustained pressure uplift.
-45390,2024-06-06 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.305,False,Bearing temperature rising faster than baseline on spindle cell.
-45391,2024-06-06 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.593,False,Machine idle period extended during planned sanitation window.
-45392,2024-06-06 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.952,False,Thermal overshoot event coincided with recipe change on furnace.
-45393,2024-06-06 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.661,False,Short-lived packet loss observed at edge gateway gw-02.
-45394,2024-06-06 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.005,False,Maintenance scheduler deferred calibration due to spare shortage.
-45395,2024-06-06 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.216,False,Short-lived packet loss observed at edge gateway gw-02.
-45396,2024-06-06 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.374,False,Night shift startup produced higher than normal vibration floor.
-45397,2024-06-06 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.317,False,Anomaly review flagged possible bearing wear progression.
-45398,2024-06-06 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.109,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45399,2024-06-06 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.601,False,Sensor enclosure opened for manual calibration verification.
-45400,2024-06-06 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.479,False,Maintenance scheduler deferred calibration due to spare shortage.
-45401,2024-06-06 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.698,False,Unbalanced load introduced cyclical pressure ripple.
-45402,2024-06-06 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.353,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45403,2024-06-06 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.742,False,Edge collector replayed buffered events after network recovery.
-45404,2024-06-06 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.504,False,Unbalanced load introduced cyclical pressure ripple.
-45405,2024-06-06 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.275,False,Bearing temperature rising faster than baseline on spindle cell.
-45406,2024-06-06 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.117,False,Sensor heartbeat delayed by one interval after gateway retry.
-45407,2024-06-06 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.151,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45408,2024-06-06 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.651,False,Short-lived packet loss observed at edge gateway gw-02.
-45409,2024-06-06 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Humidity excursion near finishing booth during coating run.
-45410,2024-06-06 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.38,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45411,2024-06-06 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.405,False,Sensor heartbeat delayed by one interval after gateway retry.
-45412,2024-06-06 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.238,False,Calibration check overdue by 11 days for press-line transducer.
-45413,2024-06-06 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.97,False,Sensor battery health remains nominal after firmware update.
-45414,2024-06-06 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.696,False,Humidity excursion near finishing booth during coating run.
-45415,2024-06-06 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,6.843,False,Humidity climbed during dock-door open period in afternoon shift.
-45416,2024-06-06 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.081,False,Bearing temperature rising faster than baseline on spindle cell.
-45417,2024-06-06 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.62,False,Anomaly review flagged possible bearing wear progression.
-45418,2024-06-06 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.811,False,Maintenance scheduler deferred calibration due to spare shortage.
-45419,2024-06-06 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.847,False,Dust extraction fan offline for 18 minutes on line finishing.
-45420,2024-06-06 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.898,False,Quality team requested trace review for lot 24-118B.
-45421,2024-06-06 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.968,False,Quality hold reduced finishing booth activity for one shift.
-45422,2024-06-06 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.231,False,Temperature variance narrowed after coolant nozzle cleaning.
-45423,2024-06-06 17:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.272,False,Bearing temperature rising faster than baseline on spindle cell.
-45424,2024-06-06 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.321,False,Condensation warning cleared after dehumidifier ramp-up.
-45425,2024-06-06 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.933,False,Quality hold reduced finishing booth activity for one shift.
-45426,2024-06-06 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.464,False,Supervisory alert generated after three consecutive threshold breaches.
-45427,2024-06-06 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.009,False,Edge collector replayed buffered events after network recovery.
-45428,2024-06-06 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.109,False,Bearing temperature rising faster than baseline on spindle cell.
-45429,2024-06-06 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.428,False,SCADA backfill inserted two delayed telemetry points.
-45430,2024-06-06 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.015,False,Coolant loop adjustment reduced chamber temperature spread.
-45431,2024-06-06 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.739,False,Sensor battery health remains nominal after firmware update.
-45432,2024-06-06 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,39.409,False,Reliability engineer tagged sample window for model retraining.
-45433,2024-06-06 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.972,False,Temperature remained elevated during unscheduled overtime run.
-45434,2024-06-06 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.82,False,Thermal overshoot event coincided with recipe change on furnace.
-45435,2024-06-06 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.694,False,Machine idle period extended during planned sanitation window.
-45436,2024-06-06 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.594,False,Quality hold reduced finishing booth activity for one shift.
-45437,2024-06-06 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.491,False,Reliability engineer tagged sample window for model retraining.
-45438,2024-06-06 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.121,False,Unbalanced load introduced cyclical pressure ripple.
-45439,2024-06-06 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.343,False,Operator reported intermittent chatter on machine CNC-04.
-45440,2024-06-06 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.597,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45441,2024-06-06 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.705,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45442,2024-06-06 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.138,False,Edge collector replayed buffered events after network recovery.
-45443,2024-06-06 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.234,False,Temporary gateway failover completed without data loss.
-45444,2024-06-06 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.846,False,Maintenance note logged for coupling imbalance inspection.
-45445,2024-06-06 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.255,False,Thermal ramp exceeded expected warmup curve before shift start.
-45446,2024-06-06 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.964,False,Sensor signal clipping observed during startup surge.
-45447,2024-06-06 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.072,False,Reliability engineer tagged sample window for model retraining.
-45448,2024-06-06 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.733,False,SCADA backfill inserted two delayed telemetry points.
-45449,2024-06-06 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.535,False,Humidity excursion near finishing booth during coating run.
-45450,2024-06-06 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.0,False,Quality team requested trace review for lot 24-118B.
-45451,2024-06-06 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.458,False,Press cycle dwell time lengthened during high-volume batch.
-45452,2024-06-06 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.157,False,SCADA backfill inserted two delayed telemetry points.
-45453,2024-06-06 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.262,False,Vibration harmonics broadened during extended production run.
-45454,2024-06-06 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.745,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45455,2024-06-06 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.757,False,Shift handoff note referenced unusual noise near press enclosure.
-45456,2024-06-06 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.816,False,Shift handoff note referenced unusual noise near press enclosure.
-45457,2024-06-06 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.092,False,Humidity excursion near finishing booth during coating run.
-45458,2024-06-06 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.288,False,Machine throughput increase drove sustained pressure uplift.
-45459,2024-06-06 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.646,False,Press cycle dwell time lengthened during high-volume batch.
-45460,2024-06-06 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.862,False,Transient outlier matched forklift impact near cabinet wall.
-45461,2024-06-06 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Hydraulic line pressure oscillation detected under load.
-45462,2024-06-06 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.722,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45463,2024-06-06 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.283,False,Pressure settled back to nominal after valve reseat.
-45464,2024-06-06 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.965,False,Short-lived packet loss observed at edge gateway gw-02.
-45465,2024-06-06 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.098,False,Operator reported intermittent chatter on machine CNC-04.
-45466,2024-06-06 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.546,False,Sensor signal clipping observed during startup surge.
-45467,2024-06-06 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.536,False,Packaging line stop reduced adjacent vibration background.
-45468,2024-06-06 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.3,False,Air handler maintenance reduced humidity variance on finishing line.
-45469,2024-06-06 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Vibration burst exceeds envelope during tool change cycle.
-45470,2024-06-06 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,63.236,False,Shift handoff note referenced unusual noise near press enclosure.
-45471,2024-06-06 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.164,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45472,2024-06-06 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.683,False,Vibration baseline recovered after tool holder replacement.
-45473,2024-06-06 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.209,False,Sensor battery health remains nominal after firmware update.
-45474,2024-06-06 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.703,False,Quality hold reduced finishing booth activity for one shift.
-45475,2024-06-06 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.092,False,Edge collector replayed buffered events after network recovery.
-45476,2024-06-06 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.899,False,Temporary gateway failover completed without data loss.
-45477,2024-06-06 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.845,False,Dust extraction fan offline for 18 minutes on line finishing.
-45478,2024-06-06 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.905,False,Temperature remained elevated during unscheduled overtime run.
-45479,2024-06-06 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.933,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45480,2024-06-06 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.385,False,Bearing temperature rising faster than baseline on spindle cell.
-45481,2024-06-06 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.739,False,Humidity baseline improved after seal replacement.
-45482,2024-06-06 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.767,False,Telemetry quality flag downgraded during sensor self-test window.
-45483,2024-06-06 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.785,False,Quality team requested trace review for lot 24-118B.
-45484,2024-06-06 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.609,False,Thermal ramp exceeded expected warmup curve before shift start.
-45485,2024-06-06 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.892,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45486,2024-06-06 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.155,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45487,2024-06-06 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.929,False,Humidity excursion near finishing booth during coating run.
-45488,2024-06-06 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,26.215,False,Temperature variance narrowed after coolant nozzle cleaning.
-45489,2024-06-06 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.091,False,Anomaly review flagged possible bearing wear progression.
-45490,2024-06-06 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.351,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45491,2024-06-06 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.154,False,Operator reported intermittent chatter on machine CNC-04.
-45492,2024-06-06 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.058,False,Humidity excursion near finishing booth during coating run.
-45493,2024-06-06 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.002,False,Quality team requested trace review for lot 24-118B.
-45494,2024-06-06 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.613,False,Operator reported intermittent chatter on machine CNC-04.
-45495,2024-06-06 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.82,False,Sensor battery health remains nominal after firmware update.
-45496,2024-06-06 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.192,False,Pressure line purge completed before restart authorization.
-45497,2024-06-06 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.782,False,Short-lived packet loss observed at edge gateway gw-02.
-45498,2024-06-06 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.613,False,Packaging line stop reduced adjacent vibration background.
-45499,2024-06-06 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.243,False,Operator reported intermittent chatter on machine CNC-04.
-45500,2024-06-06 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.696,False,Temporary gateway failover completed without data loss.
-45501,2024-06-06 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.98,False,Packaging line stop reduced adjacent vibration background.
-45502,2024-06-06 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,51.825,False,Temperature variance narrowed after coolant nozzle cleaning.
-45503,2024-06-06 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.886,False,Quality hold reduced finishing booth activity for one shift.
-45504,2024-06-06 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.08,False,Temperature variance narrowed after coolant nozzle cleaning.
-45505,2024-06-07 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.324,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45506,2024-06-07 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.212,False,Machine idle period extended during planned sanitation window.
-45507,2024-06-07 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.834,False,Sensor battery health remains nominal after firmware update.
-45508,2024-06-07 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.742,False,Maintenance crew confirmed lubrication interval was missed.
-45509,2024-06-07 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.704,False,Vibration harmonics broadened during extended production run.
-45510,2024-06-07 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.771,False,Sensor battery health remains nominal after firmware update.
-45511,2024-06-07 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.586,False,Humidity climbed during dock-door open period in afternoon shift.
-45512,2024-06-07 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.063,False,Sensor heartbeat delayed by one interval after gateway retry.
-45513,2024-06-07 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.942,False,Vibration baseline recovered after tool holder replacement.
-45514,2024-06-07 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.372,False,Night shift startup produced higher than normal vibration floor.
-45515,2024-06-07 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.829,False,Humidity readings track seasonal rise across late spring.
-45516,2024-06-07 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,29.784,False,Pressure settled back to nominal after valve reseat.
-45517,2024-06-07 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Air handler maintenance reduced humidity variance on finishing line.
-45518,2024-06-07 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.717,False,Maintenance crew confirmed lubrication interval was missed.
-45519,2024-06-07 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.882,False,Thermal overshoot event coincided with recipe change on furnace.
-45520,2024-06-07 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.072,False,Vibration harmonics broadened during extended production run.
-45521,2024-06-07 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.587,False,Press cycle dwell time lengthened during high-volume batch.
-45522,2024-06-07 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.868,False,Thermal overshoot event coincided with recipe change on furnace.
-45523,2024-06-07 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.372,False,Bearing temperature rising faster than baseline on spindle cell.
-45524,2024-06-07 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.882,False,Sensor heartbeat delayed by one interval after gateway retry.
-45525,2024-06-07 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.434,False,Temporary gateway failover completed without data loss.
-45526,2024-06-07 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.134,False,Condensation warning cleared after dehumidifier ramp-up.
-45527,2024-06-07 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.883,False,Sensor signal clipping observed during startup surge.
-45528,2024-06-07 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.956,False,Humidity readings track seasonal rise across late spring.
-45529,2024-06-07 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.367,False,Warning threshold updated for pilot predictive-maintenance model.
-45530,2024-06-07 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.266,False,Maintenance note logged for coupling imbalance inspection.
-45531,2024-06-07 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.363,False,Night shift startup produced higher than normal vibration floor.
-45532,2024-06-07 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.813,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45533,2024-06-07 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.673,False,Reliability engineer tagged sample window for model retraining.
-45534,2024-06-07 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.071,False,Maintenance crew confirmed lubrication interval was missed.
-45535,2024-06-07 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.391,False,Thermal ramp exceeded expected warmup curve before shift start.
-45536,2024-06-07 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.991,False,Sensor heartbeat delayed by one interval after gateway retry.
-45537,2024-06-07 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.195,False,Night shift startup produced higher than normal vibration floor.
-45538,2024-06-07 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.437,False,Temporary gateway failover completed without data loss.
-45539,2024-06-07 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.272,False,Sensor battery health remains nominal after firmware update.
-45540,2024-06-07 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.768,False,Reliability engineer tagged sample window for model retraining.
-45541,2024-06-07 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.132,False,Quality team requested trace review for lot 24-118B.
-45542,2024-06-07 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.535,False,Vibration harmonics broadened during extended production run.
-45543,2024-06-07 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.739,False,Pressure peak corresponds to oversized billet batch processing.
-45544,2024-06-07 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.826,False,Transient outlier matched forklift impact near cabinet wall.
-45545,2024-06-07 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.26,False,Hydraulic line pressure oscillation detected under load.
-45546,2024-06-07 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.774,False,Thermal ramp exceeded expected warmup curve before shift start.
-45547,2024-06-07 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.933,False,Temperature remained elevated during unscheduled overtime run.
-45548,2024-06-07 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,24.577,False,Edge collector replayed buffered events after network recovery.
-45549,2024-06-07 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.332,False,Vibration burst exceeds envelope during tool change cycle.
-45550,2024-06-07 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.129,False,Vibration burst exceeds envelope during tool change cycle.
-45551,2024-06-07 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.564,False,Telemetry quality flag downgraded during sensor self-test window.
-45552,2024-06-07 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.475,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45553,2024-06-07 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.288,False,Sensor signal clipping observed during startup surge.
-45554,2024-06-07 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.098,False,Sensor signal clipping observed during startup surge.
-45555,2024-06-07 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.053,False,Humidity climbed during dock-door open period in afternoon shift.
-45556,2024-06-07 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.797,False,Sensor enclosure opened for manual calibration verification.
-45557,2024-06-07 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.335,False,SCADA backfill inserted two delayed telemetry points.
-45558,2024-06-07 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.339,False,Reliability engineer tagged sample window for model retraining.
-45559,2024-06-07 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.711,False,Quality hold reduced finishing booth activity for one shift.
-45560,2024-06-07 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.355,False,SCADA backfill inserted two delayed telemetry points.
-45561,2024-06-07 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.35,False,Pressure settled back to nominal after valve reseat.
-45562,2024-06-07 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.606,False,Press cycle dwell time lengthened during high-volume batch.
-45563,2024-06-07 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.576,False,Vibration harmonics broadened during extended production run.
-45564,2024-06-07 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.053,False,Quality team requested trace review for lot 24-118B.
-45565,2024-06-07 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.919,False,Machine throughput increase drove sustained pressure uplift.
-45566,2024-06-07 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.947,False,Short-lived packet loss observed at edge gateway gw-02.
-45567,2024-06-07 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Temperature remained elevated during unscheduled overtime run.
-45568,2024-06-07 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.676,False,Sensor enclosure opened for manual calibration verification.
-45569,2024-06-07 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.433,False,Vibration harmonics broadened during extended production run.
-45570,2024-06-07 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.664,False,Machine throughput increase drove sustained pressure uplift.
-45571,2024-06-07 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.443,False,Coolant loop adjustment reduced chamber temperature spread.
-45572,2024-06-07 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.2,False,Pressure peak corresponds to oversized billet batch processing.
-45573,2024-06-07 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.496,False,Thermal ramp exceeded expected warmup curve before shift start.
-45574,2024-06-07 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.409,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45575,2024-06-07 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.322,False,Dust extraction fan offline for 18 minutes on line finishing.
-45576,2024-06-07 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.394,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45577,2024-06-07 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.889,False,Hydraulic line pressure oscillation detected under load.
-45578,2024-06-07 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.819,False,Reliability engineer tagged sample window for model retraining.
-45579,2024-06-07 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.031,False,Humidity climbed during dock-door open period in afternoon shift.
-45580,2024-06-07 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.043,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45581,2024-06-07 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.349,False,Edge collector replayed buffered events after network recovery.
-45582,2024-06-07 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.646,False,Machine idle period extended during planned sanitation window.
-45583,2024-06-07 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.865,False,Humidity climbed during dock-door open period in afternoon shift.
-45584,2024-06-07 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.159,False,Temperature variance narrowed after coolant nozzle cleaning.
-45585,2024-06-07 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.307,False,Vibration baseline recovered after tool holder replacement.
-45586,2024-06-07 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.613,False,Supervisory alert generated after three consecutive threshold breaches.
-45587,2024-06-07 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.262,False,Thermal overshoot event coincided with recipe change on furnace.
-45588,2024-06-07 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.715,False,Hydraulic line pressure oscillation detected under load.
-45589,2024-06-07 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.914,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45590,2024-06-07 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.53,False,Reliability engineer tagged sample window for model retraining.
-45591,2024-06-07 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.396,False,Humidity excursion near finishing booth during coating run.
-45592,2024-06-07 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.221,False,Humidity excursion near finishing booth during coating run.
-45593,2024-06-07 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.264,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45594,2024-06-07 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.854,False,Transient outlier matched forklift impact near cabinet wall.
-45595,2024-06-07 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.173,False,Night shift startup produced higher than normal vibration floor.
-45596,2024-06-07 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.891,False,Pressure peak corresponds to oversized billet batch processing.
-45597,2024-06-07 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Condensation warning cleared after dehumidifier ramp-up.
-45598,2024-06-07 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.472,False,Reliability engineer tagged sample window for model retraining.
-45599,2024-06-07 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.685,False,Sensor enclosure opened for manual calibration verification.
-45600,2024-06-07 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.518,False,Unbalanced load introduced cyclical pressure ripple.
-45601,2024-06-07 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45602,2024-06-07 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.659,False,Sensor heartbeat delayed by one interval after gateway retry.
-45603,2024-06-07 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.273,False,Dust extraction fan offline for 18 minutes on line finishing.
-45604,2024-06-07 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.547,False,Pressure settled back to nominal after valve reseat.
-45605,2024-06-07 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.008,False,Condensation warning cleared after dehumidifier ramp-up.
-45606,2024-06-07 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.637,False,Humidity readings track seasonal rise across late spring.
-45607,2024-06-07 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.048,False,Air handler maintenance reduced humidity variance on finishing line.
-45608,2024-06-07 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.356,False,Sensor battery health remains nominal after firmware update.
-45609,2024-06-07 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.847,False,Humidity readings track seasonal rise across late spring.
-45610,2024-06-07 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.941,False,Hydraulic line pressure oscillation detected under load.
-45611,2024-06-07 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.208,False,Humidity readings track seasonal rise across late spring.
-45612,2024-06-07 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.733,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45613,2024-06-07 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.454,False,Vibration baseline recovered after tool holder replacement.
-45614,2024-06-07 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.93,False,Pressure peak corresponds to oversized billet batch processing.
-45615,2024-06-07 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.436,False,Dust extraction fan offline for 18 minutes on line finishing.
-45616,2024-06-07 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.482,False,Condensation warning cleared after dehumidifier ramp-up.
-45617,2024-06-07 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,1.602,False,Operator reset acknowledged after red-tag inspection.
-45618,2024-06-07 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.921,False,Packaging line stop reduced adjacent vibration background.
-45619,2024-06-07 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.704,False,Operator reset acknowledged after red-tag inspection.
-45620,2024-06-07 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.12,False,Air handler maintenance reduced humidity variance on finishing line.
-45621,2024-06-07 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.756,False,Machine throughput increase drove sustained pressure uplift.
-45622,2024-06-07 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.476,False,Operator reported intermittent chatter on machine CNC-04.
-45623,2024-06-07 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.852,False,Temporary gateway failover completed without data loss.
-45624,2024-06-07 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.588,False,Edge collector replayed buffered events after network recovery.
-45625,2024-06-07 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.581,False,Pressure peak corresponds to oversized billet batch processing.
-45626,2024-06-07 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.168,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45627,2024-06-07 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.226,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45628,2024-06-07 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.503,False,Humidity excursion near finishing booth during coating run.
-45629,2024-06-07 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.902,False,Coolant loop adjustment reduced chamber temperature spread.
-45630,2024-06-07 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.696,False,Reliability engineer tagged sample window for model retraining.
-45631,2024-06-07 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.465,False,Coolant loop adjustment reduced chamber temperature spread.
-45632,2024-06-07 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.449,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45633,2024-06-07 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.708,False,Temperature variance narrowed after coolant nozzle cleaning.
-45634,2024-06-07 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.231,False,Telemetry quality flag downgraded during sensor self-test window.
-45635,2024-06-07 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.25,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45636,2024-06-07 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,33.909,False,Dust extraction fan offline for 18 minutes on line finishing.
-45637,2024-06-07 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.197,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45638,2024-06-07 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.335,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45639,2024-06-07 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.183,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45640,2024-06-07 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.684,False,Supervisory alert generated after three consecutive threshold breaches.
-45641,2024-06-07 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.356,False,Thermal overshoot event coincided with recipe change on furnace.
-45642,2024-06-07 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.271,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45643,2024-06-07 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.459,False,Maintenance crew confirmed lubrication interval was missed.
-45644,2024-06-07 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.439,False,Press cycle dwell time lengthened during high-volume batch.
-45645,2024-06-07 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.522,False,Transient outlier matched forklift impact near cabinet wall.
-45646,2024-06-07 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.165,False,Vibration burst exceeds envelope during tool change cycle.
-45647,2024-06-07 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.448,False,Dust extraction fan offline for 18 minutes on line finishing.
-45648,2024-06-07 11:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,40.627,False,Maintenance note logged for coupling imbalance inspection.
-45649,2024-06-07 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.146,False,Maintenance note logged for coupling imbalance inspection.
-45650,2024-06-07 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.201,False,SCADA backfill inserted two delayed telemetry points.
-45651,2024-06-07 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.915,False,Sensor heartbeat delayed by one interval after gateway retry.
-45652,2024-06-07 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.766,False,Humidity excursion near finishing booth during coating run.
-45653,2024-06-07 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.533,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45654,2024-06-07 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.013,False,Press cycle dwell time lengthened during high-volume batch.
-45655,2024-06-07 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.796,False,Short-lived packet loss observed at edge gateway gw-02.
-45656,2024-06-07 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.615,False,Hydraulic line pressure oscillation detected under load.
-45657,2024-06-07 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.736,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45658,2024-06-07 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.266,False,Vibration baseline recovered after tool holder replacement.
-45659,2024-06-07 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.203,False,Coolant loop adjustment reduced chamber temperature spread.
-45660,2024-06-07 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.107,False,Edge collector replayed buffered events after network recovery.
-45661,2024-06-07 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.821,False,Pressure line purge completed before restart authorization.
-45662,2024-06-07 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.734,False,Sensor battery health remains nominal after firmware update.
-45663,2024-06-07 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.112,False,Thermal ramp exceeded expected warmup curve before shift start.
-45664,2024-06-07 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.273,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45665,2024-06-07 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,0.943,False,Warning threshold updated for pilot predictive-maintenance model.
-45666,2024-06-07 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.274,False,Machine throughput increase drove sustained pressure uplift.
-45667,2024-06-07 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.173,False,Temporary gateway failover completed without data loss.
-45668,2024-06-07 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.505,False,Maintenance crew confirmed lubrication interval was missed.
-45669,2024-06-07 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.637,False,Supervisory alert generated after three consecutive threshold breaches.
-45670,2024-06-07 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.999,False,Quality team requested trace review for lot 24-118B.
-45671,2024-06-07 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.041,False,Thermal ramp exceeded expected warmup curve before shift start.
-45672,2024-06-07 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.941,False,Unbalanced load introduced cyclical pressure ripple.
-45673,2024-06-07 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.678,False,SCADA backfill inserted two delayed telemetry points.
-45674,2024-06-07 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.805,False,Hydraulic line pressure oscillation detected under load.
-45675,2024-06-07 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.977,False,Bearing temperature rising faster than baseline on spindle cell.
-45676,2024-06-07 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.59,False,Vibration burst exceeds envelope during tool change cycle.
-45677,2024-06-07 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.811,False,Anomaly review flagged possible bearing wear progression.
-45678,2024-06-07 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.64,False,Operator reset acknowledged after red-tag inspection.
-45679,2024-06-07 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.153,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45680,2024-06-07 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.822,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45681,2024-06-07 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.117,False,Air handler maintenance reduced humidity variance on finishing line.
-45682,2024-06-07 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.678,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45683,2024-06-07 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.817,False,Temperature remained elevated during unscheduled overtime run.
-45684,2024-06-07 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.817,False,Night shift startup produced higher than normal vibration floor.
-45685,2024-06-07 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.341,False,Sensor signal clipping observed during startup surge.
-45686,2024-06-07 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.198,False,Temporary gateway failover completed without data loss.
-45687,2024-06-07 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.641,False,Maintenance scheduler deferred calibration due to spare shortage.
-45688,2024-06-07 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.718,False,Humidity readings track seasonal rise across late spring.
-45689,2024-06-07 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.866,False,Thermal ramp exceeded expected warmup curve before shift start.
-45690,2024-06-07 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.21,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45691,2024-06-07 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.939,False,Hydraulic line pressure oscillation detected under load.
-45692,2024-06-07 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.634,False,Shift handoff note referenced unusual noise near press enclosure.
-45693,2024-06-07 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.827,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45694,2024-06-07 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.796,False,Edge collector replayed buffered events after network recovery.
-45695,2024-06-07 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.304,False,Edge collector replayed buffered events after network recovery.
-45696,2024-06-07 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.561,False,Operator reset acknowledged after red-tag inspection.
-45697,2024-06-07 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.326,False,Temporary gateway failover completed without data loss.
-45698,2024-06-07 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.053,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45699,2024-06-07 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.595,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45700,2024-06-07 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.886,False,Packaging line stop reduced adjacent vibration background.
-45701,2024-06-07 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.284,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45702,2024-06-07 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.728,False,Telemetry quality flag downgraded during sensor self-test window.
-45703,2024-06-07 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.668,False,Sensor enclosure opened for manual calibration verification.
-45704,2024-06-07 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,30.263,False,Operator reported intermittent chatter on machine CNC-04.
-45705,2024-06-07 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.509,False,Thermal ramp exceeded expected warmup curve before shift start.
-45706,2024-06-07 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.891,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45707,2024-06-07 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.919,False,Sensor heartbeat delayed by one interval after gateway retry.
-45708,2024-06-07 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.908,False,Operator reset acknowledged after red-tag inspection.
-45709,2024-06-07 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.69,False,Quality team requested trace review for lot 24-118B.
-45710,2024-06-07 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.785,False,Thermal ramp exceeded expected warmup curve before shift start.
-45711,2024-06-07 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.544,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45712,2024-06-07 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.427,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45713,2024-06-07 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.041,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45714,2024-06-07 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.292,False,Pressure line purge completed before restart authorization.
-45715,2024-06-07 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.127,False,Press cycle dwell time lengthened during high-volume batch.
-45716,2024-06-07 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.16,False,Sensor heartbeat delayed by one interval after gateway retry.
-45717,2024-06-07 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.488,False,Bearing temperature rising faster than baseline on spindle cell.
-45718,2024-06-07 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.009,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45719,2024-06-07 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.623,False,Humidity excursion near finishing booth during coating run.
-45720,2024-06-07 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.724,False,Operator reported intermittent chatter on machine CNC-04.
-45721,2024-06-07 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Sensor enclosure opened for manual calibration verification.
-45722,2024-06-07 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.631,False,Transient outlier matched forklift impact near cabinet wall.
-45723,2024-06-07 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.17,False,Shift handoff note referenced unusual noise near press enclosure.
-45724,2024-06-07 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.317,False,Hydraulic line pressure oscillation detected under load.
-45725,2024-06-07 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Dust extraction fan offline for 18 minutes on line finishing.
-45726,2024-06-07 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.071,False,Operator reported intermittent chatter on machine CNC-04.
-45727,2024-06-07 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.553,False,Reliability engineer tagged sample window for model retraining.
-45728,2024-06-07 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.076,False,Operator reset acknowledged after red-tag inspection.
-45729,2024-06-07 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.345,False,Vibration harmonics broadened during extended production run.
-45730,2024-06-07 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.591,False,Machine idle period extended during planned sanitation window.
-45731,2024-06-07 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.548,False,Short-lived packet loss observed at edge gateway gw-02.
-45732,2024-06-07 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.284,False,Packaging line stop reduced adjacent vibration background.
-45733,2024-06-07 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Machine throughput increase drove sustained pressure uplift.
-45734,2024-06-07 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,55.879,False,Humidity climbed during dock-door open period in afternoon shift.
-45735,2024-06-07 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.551,False,Sensor battery health remains nominal after firmware update.
-45736,2024-06-07 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.04,False,Quality team requested trace review for lot 24-118B.
-45737,2024-06-07 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.606,False,Vibration baseline recovered after tool holder replacement.
-45738,2024-06-07 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.634,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45739,2024-06-07 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.37,False,Edge collector replayed buffered events after network recovery.
-45740,2024-06-07 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.623,False,Sensor heartbeat delayed by one interval after gateway retry.
-45741,2024-06-07 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.075,False,Humidity excursion near finishing booth during coating run.
-45742,2024-06-07 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.995,False,Anomaly review flagged possible bearing wear progression.
-45743,2024-06-07 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.973,False,Thermal ramp exceeded expected warmup curve before shift start.
-45744,2024-06-07 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.505,False,Thermal ramp exceeded expected warmup curve before shift start.
-45745,2024-06-07 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.009,False,Bearing temperature rising faster than baseline on spindle cell.
-45746,2024-06-07 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.121,False,Quality hold reduced finishing booth activity for one shift.
-45747,2024-06-07 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.081,False,Humidity excursion near finishing booth during coating run.
-45748,2024-06-07 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.394,False,Temperature remained elevated during unscheduled overtime run.
-45749,2024-06-07 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.499,False,Pressure peak corresponds to oversized billet batch processing.
-45750,2024-06-07 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.284,False,Sensor signal clipping observed during startup surge.
-45751,2024-06-07 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.003,False,Humidity climbed during dock-door open period in afternoon shift.
-45752,2024-06-07 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.662,False,Humidity baseline improved after seal replacement.
-45753,2024-06-07 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.614,False,Thermal ramp exceeded expected warmup curve before shift start.
-45754,2024-06-07 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.594,False,Thermal ramp exceeded expected warmup curve before shift start.
-45755,2024-06-07 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.468,False,Humidity readings track seasonal rise across late spring.
-45756,2024-06-07 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.103,False,Hydraulic line pressure oscillation detected under load.
-45757,2024-06-07 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.151,False,Machine idle period extended during planned sanitation window.
-45758,2024-06-07 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.462,False,Shift handoff note referenced unusual noise near press enclosure.
-45759,2024-06-07 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.968,False,Maintenance crew confirmed lubrication interval was missed.
-45760,2024-06-07 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.252,False,Thermal ramp exceeded expected warmup curve before shift start.
-45761,2024-06-07 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.778,False,Pressure peak corresponds to oversized billet batch processing.
-45762,2024-06-07 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.146,False,Anomaly review flagged possible bearing wear progression.
-45763,2024-06-07 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.976,False,Maintenance note logged for coupling imbalance inspection.
-45764,2024-06-07 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.571,False,Edge collector replayed buffered events after network recovery.
-45765,2024-06-07 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.732,False,Calibration check overdue by 11 days for press-line transducer.
-45766,2024-06-07 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.74,False,Temperature variance narrowed after coolant nozzle cleaning.
-45767,2024-06-07 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.658,False,Maintenance scheduler deferred calibration due to spare shortage.
-45768,2024-06-07 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.83,False,Sensor enclosure opened for manual calibration verification.
-45769,2024-06-07 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.503,False,Humidity excursion near finishing booth during coating run.
-45770,2024-06-07 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.57,False,Quality hold reduced finishing booth activity for one shift.
-45771,2024-06-07 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.886,False,Sensor signal clipping observed during startup surge.
-45772,2024-06-07 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,53.626,False,Sensor signal clipping observed during startup surge.
-45773,2024-06-07 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.702,False,Machine throughput increase drove sustained pressure uplift.
-45774,2024-06-07 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.738,False,Transient outlier matched forklift impact near cabinet wall.
-45775,2024-06-07 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.81,False,Humidity readings track seasonal rise across late spring.
-45776,2024-06-07 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.383,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45777,2024-06-07 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.76,False,Night shift startup produced higher than normal vibration floor.
-45778,2024-06-07 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.922,False,Unbalanced load introduced cyclical pressure ripple.
-45779,2024-06-07 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.774,False,Pressure settled back to nominal after valve reseat.
-45780,2024-06-07 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.825,False,Shift handoff note referenced unusual noise near press enclosure.
-45781,2024-06-07 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.003,False,Quality team requested trace review for lot 24-118B.
-45782,2024-06-07 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.843,False,Humidity readings track seasonal rise across late spring.
-45783,2024-06-07 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.415,False,Bearing temperature rising faster than baseline on spindle cell.
-45784,2024-06-07 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.93,False,SCADA backfill inserted two delayed telemetry points.
-45785,2024-06-07 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.814,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45786,2024-06-07 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.776,False,Hydraulic line pressure oscillation detected under load.
-45787,2024-06-07 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.572,False,Sensor signal clipping observed during startup surge.
-45788,2024-06-07 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.702,False,Operator reported intermittent chatter on machine CNC-04.
-45789,2024-06-07 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.481,False,Humidity excursion near finishing booth during coating run.
-45790,2024-06-07 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.058,False,Temporary gateway failover completed without data loss.
-45791,2024-06-07 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.951,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45792,2024-06-07 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.596,False,Bearing temperature rising faster than baseline on spindle cell.
-45793,2024-06-08 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.632,False,Night shift startup produced higher than normal vibration floor.
-45794,2024-06-08 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.906,False,Operator reported intermittent chatter on machine CNC-04.
-45795,2024-06-08 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.409,False,Air handler maintenance reduced humidity variance on finishing line.
-45796,2024-06-08 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.451,False,Thermal ramp exceeded expected warmup curve before shift start.
-45797,2024-06-08 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.331,False,Temperature variance narrowed after coolant nozzle cleaning.
-45798,2024-06-08 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.482,False,Press cycle dwell time lengthened during high-volume batch.
-45799,2024-06-08 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.867,False,Dust extraction fan offline for 18 minutes on line finishing.
-45800,2024-06-08 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.016,False,Temporary gateway failover completed without data loss.
-45801,2024-06-08 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45802,2024-06-08 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.059,False,Dust extraction fan offline for 18 minutes on line finishing.
-45803,2024-06-08 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.282,False,Sensor signal clipping observed during startup surge.
-45804,2024-06-08 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.974,False,Operator reset acknowledged after red-tag inspection.
-45805,2024-06-08 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.008,False,Vibration burst exceeds envelope during tool change cycle.
-45806,2024-06-08 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.757,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45807,2024-06-08 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.619,False,Vibration baseline recovered after tool holder replacement.
-45808,2024-06-08 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.414,False,Humidity baseline improved after seal replacement.
-45809,2024-06-08 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.727,False,Reliability engineer tagged sample window for model retraining.
-45810,2024-06-08 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.682,False,Press cycle dwell time lengthened during high-volume batch.
-45811,2024-06-08 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.865,False,Quality hold reduced finishing booth activity for one shift.
-45812,2024-06-08 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.798,False,Hydraulic line pressure oscillation detected under load.
-45813,2024-06-08 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.51,False,Edge collector replayed buffered events after network recovery.
-45814,2024-06-08 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.044,False,Night shift startup produced higher than normal vibration floor.
-45815,2024-06-08 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.135,False,Temporary gateway failover completed without data loss.
-45816,2024-06-08 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.803,False,Humidity climbed during dock-door open period in afternoon shift.
-45817,2024-06-08 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.504,False,Humidity readings track seasonal rise across late spring.
-45818,2024-06-08 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.88,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45819,2024-06-08 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.098,False,Condensation warning cleared after dehumidifier ramp-up.
-45820,2024-06-08 02:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.454,False,Humidity baseline improved after seal replacement.
-45821,2024-06-08 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.888,False,Bearing temperature rising faster than baseline on spindle cell.
-45822,2024-06-08 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.34,False,Maintenance scheduler deferred calibration due to spare shortage.
-45823,2024-06-08 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.311,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45824,2024-06-08 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.084,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45825,2024-06-08 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.721,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45826,2024-06-08 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.077,False,Thermal ramp exceeded expected warmup curve before shift start.
-45827,2024-06-08 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.405,False,Telemetry quality flag downgraded during sensor self-test window.
-45828,2024-06-08 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.183,False,Machine throughput increase drove sustained pressure uplift.
-45829,2024-06-08 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.27,False,Thermal ramp exceeded expected warmup curve before shift start.
-45830,2024-06-08 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.627,False,Sensor battery health remains nominal after firmware update.
-45831,2024-06-08 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.573,False,Edge collector replayed buffered events after network recovery.
-45832,2024-06-08 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.092,False,Pressure peak corresponds to oversized billet batch processing.
-45833,2024-06-08 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.893,False,Humidity excursion near finishing booth during coating run.
-45834,2024-06-08 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.264,False,Telemetry quality flag downgraded during sensor self-test window.
-45835,2024-06-08 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.21,False,Vibration baseline recovered after tool holder replacement.
-45836,2024-06-08 03:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.046,False,Sensor enclosure opened for manual calibration verification.
-45837,2024-06-08 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.956,False,Humidity excursion near finishing booth during coating run.
-45838,2024-06-08 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.156,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45839,2024-06-08 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.091,False,Condensation warning cleared after dehumidifier ramp-up.
-45840,2024-06-08 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.812,False,Humidity climbed during dock-door open period in afternoon shift.
-45841,2024-06-08 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.47,False,Vibration baseline recovered after tool holder replacement.
-45842,2024-06-08 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.116,False,Temperature remained elevated during unscheduled overtime run.
-45843,2024-06-08 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.142,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45844,2024-06-08 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.657,False,Dust extraction fan offline for 18 minutes on line finishing.
-45845,2024-06-08 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.78,False,Humidity excursion near finishing booth during coating run.
-45846,2024-06-08 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.145,False,Shift handoff note referenced unusual noise near press enclosure.
-45847,2024-06-08 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.77,False,Machine throughput increase drove sustained pressure uplift.
-45848,2024-06-08 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.63,False,Sensor signal clipping observed during startup surge.
-45849,2024-06-08 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.969,False,Shift handoff note referenced unusual noise near press enclosure.
-45850,2024-06-08 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.382,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45851,2024-06-08 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.822,False,Air handler maintenance reduced humidity variance on finishing line.
-45852,2024-06-08 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.185,False,Machine throughput increase drove sustained pressure uplift.
-45853,2024-06-08 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.325,False,Unbalanced load introduced cyclical pressure ripple.
-45854,2024-06-08 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.286,False,Press cycle dwell time lengthened during high-volume batch.
-45855,2024-06-08 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.185,False,Night shift startup produced higher than normal vibration floor.
-45856,2024-06-08 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.348,False,Sensor heartbeat delayed by one interval after gateway retry.
-45857,2024-06-08 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.138,False,Maintenance crew confirmed lubrication interval was missed.
-45858,2024-06-08 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.374,False,Ambient temperature stabilized after HVAC stage-two engagement.
-45859,2024-06-08 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.329,False,Machine throughput increase drove sustained pressure uplift.
-45860,2024-06-08 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.406,False,Sensor battery health remains nominal after firmware update.
-45861,2024-06-08 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.934,False,Machine idle period extended during planned sanitation window.
-45862,2024-06-08 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.579,False,Pressure line purge completed before restart authorization.
-45863,2024-06-08 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.183,False,Sensor battery health remains nominal after firmware update.
-45864,2024-06-08 05:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.297,False,Coolant loop adjustment reduced chamber temperature spread.
-45865,2024-06-08 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.386,False,Sensor enclosure opened for manual calibration verification.
-45866,2024-06-08 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.571,False,Vibration burst exceeds envelope during tool change cycle.
-45867,2024-06-08 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.03,False,Operator reset acknowledged after red-tag inspection.
-45868,2024-06-08 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.987,False,Pressure settled back to nominal after valve reseat.
-45869,2024-06-08 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.227,False,Night shift startup produced higher than normal vibration floor.
-45870,2024-06-08 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.902,False,Shift handoff note referenced unusual noise near press enclosure.
-45871,2024-06-08 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.823,False,Sensor battery health remains nominal after firmware update.
-45872,2024-06-08 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.167,False,Humidity baseline improved after seal replacement.
-45873,2024-06-08 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.929,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45874,2024-06-08 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.42,False,Quality team requested trace review for lot 24-118B.
-45875,2024-06-08 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.313,False,Temperature remained elevated during unscheduled overtime run.
-45876,2024-06-08 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.866,False,Operator reported intermittent chatter on machine CNC-04.
-45877,2024-06-08 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.556,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45878,2024-06-08 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.758,False,Reliability engineer tagged sample window for model retraining.
-45879,2024-06-08 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.125,False,Pressure peak corresponds to oversized billet batch processing.
-45880,2024-06-08 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.549,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45881,2024-06-08 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.699,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45882,2024-06-08 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.821,False,Supervisory alert generated after three consecutive threshold breaches.
-45883,2024-06-08 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.486,False,Sensor enclosure opened for manual calibration verification.
-45884,2024-06-08 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.864,False,Transient outlier matched forklift impact near cabinet wall.
-45885,2024-06-08 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.343,False,Operator reset acknowledged after red-tag inspection.
-45886,2024-06-08 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.674,False,Anomaly review flagged possible bearing wear progression.
-45887,2024-06-08 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.781,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45888,2024-06-08 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.741,False,Press cycle dwell time lengthened during high-volume batch.
-45889,2024-06-08 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.925,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45890,2024-06-08 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.195,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45891,2024-06-08 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.259,False,Maintenance scheduler deferred calibration due to spare shortage.
-45892,2024-06-08 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.738,False,Dust extraction fan offline for 18 minutes on line finishing.
-45893,2024-06-08 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.226,False,Warning threshold updated for pilot predictive-maintenance model.
-45894,2024-06-08 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.593,False,Telemetry quality flag downgraded during sensor self-test window.
-45895,2024-06-08 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.356,False,Vibration baseline recovered after tool holder replacement.
-45896,2024-06-08 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.724,False,Humidity climbed during dock-door open period in afternoon shift.
-45897,2024-06-08 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.41,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45898,2024-06-08 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.58,False,Sensor signal clipping observed during startup surge.
-45899,2024-06-08 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.598,False,Telemetry quality flag downgraded during sensor self-test window.
-45900,2024-06-08 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.918,False,Telemetry quality flag downgraded during sensor self-test window.
-45901,2024-06-08 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.456,False,Pressure peak corresponds to oversized billet batch processing.
-45902,2024-06-08 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.404,False,Sensor signal clipping observed during startup surge.
-45903,2024-06-08 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.237,False,Unbalanced load introduced cyclical pressure ripple.
-45904,2024-06-08 09:15:00,4,humidity,percent,PAINT-01,finishing,day,critical,33.961,False,Humidity climbed during dock-door open period in afternoon shift.
-45905,2024-06-08 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.647,False,Pressure peak corresponds to oversized billet batch processing.
-45906,2024-06-08 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.271,False,Anomaly review flagged possible bearing wear progression.
-45907,2024-06-08 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.12,False,Quality team requested trace review for lot 24-118B.
-45908,2024-06-08 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.612,False,Packaging line stop reduced adjacent vibration background.
-45909,2024-06-08 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.62,False,Sensor enclosure opened for manual calibration verification.
-45910,2024-06-08 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.96,False,Packaging line stop reduced adjacent vibration background.
-45911,2024-06-08 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.649,False,Transient outlier matched forklift impact near cabinet wall.
-45912,2024-06-08 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.935,False,Bearing temperature rising faster than baseline on spindle cell.
-45913,2024-06-08 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.515,False,Vibration baseline recovered after tool holder replacement.
-45914,2024-06-08 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.858,False,Humidity readings track seasonal rise across late spring.
-45915,2024-06-08 10:10:00,3,pressure,bar,HYD-07,press-line,day,warning,6.951,False,Condensation warning cleared after dehumidifier ramp-up.
-45916,2024-06-08 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.258,False,Vibration baseline recovered after tool holder replacement.
-45917,2024-06-08 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.015,False,Humidity excursion near finishing booth during coating run.
-45918,2024-06-08 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.913,False,Vibration burst exceeds envelope during tool change cycle.
-45919,2024-06-08 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.947,False,Pressure settled back to nominal after valve reseat.
-45920,2024-06-08 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.839,False,Pressure settled back to nominal after valve reseat.
-45921,2024-06-08 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.074,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45922,2024-06-08 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.615,False,Vibration burst exceeds envelope during tool change cycle.
-45923,2024-06-08 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.687,False,Warning threshold updated for pilot predictive-maintenance model.
-45924,2024-06-08 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.226,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45925,2024-06-08 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.001,False,Reliability engineer tagged sample window for model retraining.
-45926,2024-06-08 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.971,False,Maintenance note logged for coupling imbalance inspection.
-45927,2024-06-08 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.585,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45928,2024-06-08 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.003,False,Temperature variance narrowed after coolant nozzle cleaning.
-45929,2024-06-08 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.388,False,Machine idle period extended during planned sanitation window.
-45930,2024-06-08 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.283,False,Quality hold reduced finishing booth activity for one shift.
-45931,2024-06-08 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.766,False,Operator reported intermittent chatter on machine CNC-04.
-45932,2024-06-08 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.691,False,Press cycle dwell time lengthened during high-volume batch.
-45933,2024-06-08 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.489,False,Operator reset acknowledged after red-tag inspection.
-45934,2024-06-08 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.017,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45935,2024-06-08 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.641,False,Air handler maintenance reduced humidity variance on finishing line.
-45936,2024-06-08 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.794,False,Pressure line purge completed before restart authorization.
-45937,2024-06-08 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.78,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45938,2024-06-08 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.396,False,Supervisory alert generated after three consecutive threshold breaches.
-45939,2024-06-08 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.214,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45940,2024-06-08 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.979,False,Edge collector replayed buffered events after network recovery.
-45941,2024-06-08 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.832,False,Short-lived packet loss observed at edge gateway gw-02.
-45942,2024-06-08 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.099,False,Humidity excursion near finishing booth during coating run.
-45943,2024-06-08 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.849,False,Anomaly review flagged possible bearing wear progression.
-45944,2024-06-08 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.401,False,Packaging line stop reduced adjacent vibration background.
-45945,2024-06-08 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Warning threshold updated for pilot predictive-maintenance model.
-45946,2024-06-08 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.564,False,Anomaly review flagged possible bearing wear progression.
-45947,2024-06-08 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.291,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45948,2024-06-08 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.418,False,Reliability engineer tagged sample window for model retraining.
-45949,2024-06-08 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.359,False,Warning threshold updated for pilot predictive-maintenance model.
-45950,2024-06-08 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.971,False,Transient outlier matched forklift impact near cabinet wall.
-45951,2024-06-08 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.79,False,Sensor 3 drift suspected after cross-check with manual gauge.
-45952,2024-06-08 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.728,False,Humidity climbed during dock-door open period in afternoon shift.
-45953,2024-06-08 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.436,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45954,2024-06-08 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.187,False,Quality team requested trace review for lot 24-118B.
-45955,2024-06-08 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.977,False,Unbalanced load introduced cyclical pressure ripple.
-45956,2024-06-08 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.793,False,Supervisory alert generated after three consecutive threshold breaches.
-45957,2024-06-08 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.736,False,Transient outlier matched forklift impact near cabinet wall.
-45958,2024-06-08 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.911,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45959,2024-06-08 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.615,False,Hydraulic line pressure oscillation detected under load.
-45960,2024-06-08 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.291,False,Short-lived packet loss observed at edge gateway gw-02.
-45961,2024-06-08 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.272,False,Temporary gateway failover completed without data loss.
-45962,2024-06-08 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.634,False,Packaging line stop reduced adjacent vibration background.
-45963,2024-06-08 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.939,False,Short-lived packet loss observed at edge gateway gw-02.
-45964,2024-06-08 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.761,False,Supervisory alert generated after three consecutive threshold breaches.
-45965,2024-06-08 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45966,2024-06-08 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.112,False,Humidity readings track seasonal rise across late spring.
-45967,2024-06-08 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.134,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-45968,2024-06-08 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.502,False,Humidity readings track seasonal rise across late spring.
-45969,2024-06-08 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.843,False,Temporary gateway failover completed without data loss.
-45970,2024-06-08 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.213,False,Humidity baseline improved after seal replacement.
-45971,2024-06-08 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.504,False,Sensor signal clipping observed during startup surge.
-45972,2024-06-08 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.063,False,Thermal ramp exceeded expected warmup curve before shift start.
-45973,2024-06-08 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.453,False,Heat-treat furnace door cycling increased localized temperature spikes.
-45974,2024-06-08 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.051,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-45975,2024-06-08 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.346,False,Dust extraction fan offline for 18 minutes on line finishing.
-45976,2024-06-08 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.199,False,SCADA backfill inserted two delayed telemetry points.
-45977,2024-06-08 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.894,False,Humidity readings track seasonal rise across late spring.
-45978,2024-06-08 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.116,False,Dust extraction fan offline for 18 minutes on line finishing.
-45979,2024-06-08 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.032,False,Transient outlier matched forklift impact near cabinet wall.
-45980,2024-06-08 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.07,False,Anomaly review flagged possible bearing wear progression.
-45981,2024-06-08 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.192,False,Dust extraction fan offline for 18 minutes on line finishing.
-45982,2024-06-08 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.149,False,Humidity climbed during dock-door open period in afternoon shift.
-45983,2024-06-08 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.121,False,Transient outlier matched forklift impact near cabinet wall.
-45984,2024-06-08 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,48.323,False,Sensor heartbeat delayed by one interval after gateway retry.
-45985,2024-06-08 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.102,False,Humidity baseline improved after seal replacement.
-45986,2024-06-08 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.533,False,SCADA backfill inserted two delayed telemetry points.
-45987,2024-06-08 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.039,False,Shift handoff note referenced unusual noise near press enclosure.
-45988,2024-06-08 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.114,False,Compressed air fluctuation introduced pressure noise for two cycles.
-45989,2024-06-08 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.604,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45990,2024-06-08 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.288,False,Press cycle dwell time lengthened during high-volume batch.
-45991,2024-06-08 16:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,9.421,False,Humidity climbed during dock-door open period in afternoon shift.
-45992,2024-06-08 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.479,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-45993,2024-06-08 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.932,False,Sensor signal clipping observed during startup surge.
-45994,2024-06-08 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.502,False,Pressure peak corresponds to oversized billet batch processing.
-45995,2024-06-08 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.745,False,Night shift startup produced higher than normal vibration floor.
-45996,2024-06-08 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.777,False,Shift handoff note referenced unusual noise near press enclosure.
-45997,2024-06-08 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.941,False,Supervisory alert generated after three consecutive threshold breaches.
-45998,2024-06-08 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.724,False,Warning threshold updated for pilot predictive-maintenance model.
-45999,2024-06-08 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.45,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46000,2024-06-08 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.404,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46001,2024-06-08 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.04,False,Hydraulic line pressure oscillation detected under load.
-46002,2024-06-08 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.749,False,Vibration baseline recovered after tool holder replacement.
-46003,2024-06-08 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.988,False,Packaging line stop reduced adjacent vibration background.
-46004,2024-06-08 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.575,False,Short-lived packet loss observed at edge gateway gw-02.
-46005,2024-06-08 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.258,False,Dust extraction fan offline for 18 minutes on line finishing.
-46006,2024-06-08 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.809,False,Press cycle dwell time lengthened during high-volume batch.
-46007,2024-06-08 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.333,False,Temperature variance narrowed after coolant nozzle cleaning.
-46008,2024-06-08 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.504,False,Transient outlier matched forklift impact near cabinet wall.
-46009,2024-06-08 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.849,False,Transient outlier matched forklift impact near cabinet wall.
-46010,2024-06-08 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.502,False,Humidity excursion near finishing booth during coating run.
-46011,2024-06-08 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.429,False,Unbalanced load introduced cyclical pressure ripple.
-46012,2024-06-08 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.316,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46013,2024-06-08 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.752,False,Temperature remained elevated during unscheduled overtime run.
-46014,2024-06-08 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.704,False,Humidity climbed during dock-door open period in afternoon shift.
-46015,2024-06-08 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.405,False,Operator reported intermittent chatter on machine CNC-04.
-46016,2024-06-08 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.362,False,Machine throughput increase drove sustained pressure uplift.
-46017,2024-06-08 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.491,False,Maintenance crew confirmed lubrication interval was missed.
-46018,2024-06-08 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.13,False,Dust extraction fan offline for 18 minutes on line finishing.
-46019,2024-06-08 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.827,False,Thermal overshoot event coincided with recipe change on furnace.
-46020,2024-06-08 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.302,False,Thermal overshoot event coincided with recipe change on furnace.
-46021,2024-06-08 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.03,False,Humidity readings track seasonal rise across late spring.
-46022,2024-06-08 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.834,False,Temperature variance narrowed after coolant nozzle cleaning.
-46023,2024-06-08 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.589,False,Compressed air fluctuation introduced pressure noise for two cycles.
-46024,2024-06-08 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.949,False,Maintenance crew confirmed lubrication interval was missed.
-46025,2024-06-08 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.601,False,Operator reported intermittent chatter on machine CNC-04.
-46026,2024-06-08 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.99,False,Machine throughput increase drove sustained pressure uplift.
-46027,2024-06-08 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.872,False,Operator reported intermittent chatter on machine CNC-04.
-46028,2024-06-08 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.454,False,Operator reset acknowledged after red-tag inspection.
-46029,2024-06-08 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.305,False,Pressure line purge completed before restart authorization.
-46030,2024-06-08 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.365,False,Maintenance crew confirmed lubrication interval was missed.
-46031,2024-06-08 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.361,False,Maintenance scheduler deferred calibration due to spare shortage.
-46032,2024-06-08 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.302,False,Vibration harmonics broadened during extended production run.
-46033,2024-06-08 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.782,False,Packaging line stop reduced adjacent vibration background.
-46034,2024-06-08 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.404,False,Vibration baseline recovered after tool holder replacement.
-46035,2024-06-08 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.851,False,Vibration harmonics broadened during extended production run.
-46036,2024-06-08 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.103,False,Humidity readings track seasonal rise across late spring.
-46037,2024-06-08 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.084,False,Sensor signal clipping observed during startup surge.
-46038,2024-06-08 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.375,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46039,2024-06-08 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.439,False,Short-lived packet loss observed at edge gateway gw-02.
-46040,2024-06-08 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,39.059,False,Sensor signal clipping observed during startup surge.
-46041,2024-06-08 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.962,False,Press cycle dwell time lengthened during high-volume batch.
-46042,2024-06-08 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.307,False,Maintenance crew confirmed lubrication interval was missed.
-46043,2024-06-08 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.183,False,Operator reset acknowledged after red-tag inspection.
-46044,2024-06-08 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.382,False,Temperature remained elevated during unscheduled overtime run.
-46045,2024-06-08 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.667,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46046,2024-06-08 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.317,False,Operator reported intermittent chatter on machine CNC-04.
-46047,2024-06-08 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.742,False,Temperature variance narrowed after coolant nozzle cleaning.
-46048,2024-06-08 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.992,False,Temporary gateway failover completed without data loss.
-46049,2024-06-08 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.515,False,Condensation warning cleared after dehumidifier ramp-up.
-46050,2024-06-08 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.216,False,Telemetry quality flag downgraded during sensor self-test window.
-46051,2024-06-08 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.282,False,Thermal ramp exceeded expected warmup curve before shift start.
-46052,2024-06-08 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.143,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46053,2024-06-08 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.448,False,Operator reported intermittent chatter on machine CNC-04.
-46054,2024-06-08 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.303,False,Telemetry quality flag downgraded during sensor self-test window.
-46055,2024-06-08 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.877,False,Machine idle period extended during planned sanitation window.
-46056,2024-06-08 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.908,False,Operator reset acknowledged after red-tag inspection.
-46057,2024-06-08 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.256,False,Thermal ramp exceeded expected warmup curve before shift start.
-46058,2024-06-08 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.346,False,Coolant loop adjustment reduced chamber temperature spread.
-46059,2024-06-08 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.943,False,Sensor signal clipping observed during startup surge.
-46060,2024-06-08 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.74,False,SCADA backfill inserted two delayed telemetry points.
-46061,2024-06-08 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.901,False,Vibration burst exceeds envelope during tool change cycle.
-46062,2024-06-08 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.654,False,Condensation warning cleared after dehumidifier ramp-up.
-46063,2024-06-08 22:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.814,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46064,2024-06-08 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.91,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46065,2024-06-08 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.53,False,Humidity excursion near finishing booth during coating run.
-46066,2024-06-08 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.951,False,Quality hold reduced finishing booth activity for one shift.
-46067,2024-06-08 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.719,False,Pressure line purge completed before restart authorization.
-46068,2024-06-08 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.648,False,Operator reset acknowledged after red-tag inspection.
-46069,2024-06-08 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.621,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46070,2024-06-08 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.701,False,Vibration baseline recovered after tool holder replacement.
-46071,2024-06-08 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.649,False,Maintenance scheduler deferred calibration due to spare shortage.
-46072,2024-06-08 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,48.403,False,Humidity readings track seasonal rise across late spring.
-46073,2024-06-08 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.743,False,Short-lived packet loss observed at edge gateway gw-02.
-46074,2024-06-08 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.16,False,Quality team requested trace review for lot 24-118B.
-46075,2024-06-08 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.271,False,Temperature variance narrowed after coolant nozzle cleaning.
-46076,2024-06-08 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.86,False,Sensor battery health remains nominal after firmware update.
-46077,2024-06-08 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.052,False,Machine idle period extended during planned sanitation window.
-46078,2024-06-08 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.792,False,Sensor heartbeat delayed by one interval after gateway retry.
-46079,2024-06-08 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.029,False,Sensor heartbeat delayed by one interval after gateway retry.
-46080,2024-06-08 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.171,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46081,2024-06-09 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.441,False,Thermal overshoot event coincided with recipe change on furnace.
-46082,2024-06-09 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.482,False,Shift handoff note referenced unusual noise near press enclosure.
-46083,2024-06-09 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.76,False,Temperature variance narrowed after coolant nozzle cleaning.
-46084,2024-06-09 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.455,False,Hydraulic line pressure oscillation detected under load.
-46085,2024-06-09 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.63,False,Sensor heartbeat delayed by one interval after gateway retry.
-46086,2024-06-09 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.834,False,Humidity baseline improved after seal replacement.
-46087,2024-06-09 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.374,False,Pressure line purge completed before restart authorization.
-46088,2024-06-09 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.292,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46089,2024-06-09 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.404,False,Condensation warning cleared after dehumidifier ramp-up.
-46090,2024-06-09 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,64.938,False,Sensor enclosure opened for manual calibration verification.
-46091,2024-06-09 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Vibration baseline recovered after tool holder replacement.
-46092,2024-06-09 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.121,False,Pressure line purge completed before restart authorization.
-46093,2024-06-09 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.849,False,Short-lived packet loss observed at edge gateway gw-02.
-46094,2024-06-09 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.068,False,Edge collector replayed buffered events after network recovery.
-46095,2024-06-09 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.699,False,Edge collector replayed buffered events after network recovery.
-46096,2024-06-09 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.005,False,Dust extraction fan offline for 18 minutes on line finishing.
-46097,2024-06-09 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.565,False,Machine idle period extended during planned sanitation window.
-46098,2024-06-09 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.527,False,Supervisory alert generated after three consecutive threshold breaches.
-46099,2024-06-09 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.085,False,Hydraulic line pressure oscillation detected under load.
-46100,2024-06-09 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.797,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46101,2024-06-09 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.218,False,Edge collector replayed buffered events after network recovery.
-46102,2024-06-09 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.789,False,Maintenance note logged for coupling imbalance inspection.
-46103,2024-06-09 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.563,False,Temperature variance narrowed after coolant nozzle cleaning.
-46104,2024-06-09 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.455,False,Maintenance crew confirmed lubrication interval was missed.
-46105,2024-06-09 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.703,False,Machine idle period extended during planned sanitation window.
-46106,2024-06-09 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.472,False,Temperature variance narrowed after coolant nozzle cleaning.
-46107,2024-06-09 02:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.302,False,Temperature variance narrowed after coolant nozzle cleaning.
-46108,2024-06-09 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.549,False,Sensor enclosure opened for manual calibration verification.
-46109,2024-06-09 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.783,False,Thermal overshoot event coincided with recipe change on furnace.
-46110,2024-06-09 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.579,False,Humidity excursion near finishing booth during coating run.
-46111,2024-06-09 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.044,False,Humidity climbed during dock-door open period in afternoon shift.
-46112,2024-06-09 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.999,False,Operator reset acknowledged after red-tag inspection.
-46113,2024-06-09 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.537,False,Vibration baseline recovered after tool holder replacement.
-46114,2024-06-09 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.961,False,Bearing temperature rising faster than baseline on spindle cell.
-46115,2024-06-09 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.399,False,Temperature remained elevated during unscheduled overtime run.
-46116,2024-06-09 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.749,False,Night shift startup produced higher than normal vibration floor.
-46117,2024-06-09 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.826,False,Supervisory alert generated after three consecutive threshold breaches.
-46118,2024-06-09 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.074,False,Packaging line stop reduced adjacent vibration background.
-46119,2024-06-09 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.849,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46120,2024-06-09 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.731,False,Hydraulic line pressure oscillation detected under load.
-46121,2024-06-09 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.045,False,Temporary gateway failover completed without data loss.
-46122,2024-06-09 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.928,False,Pressure line purge completed before restart authorization.
-46123,2024-06-09 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.657,False,Shift handoff note referenced unusual noise near press enclosure.
-46124,2024-06-09 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.003,False,Coolant loop adjustment reduced chamber temperature spread.
-46125,2024-06-09 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.615,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46126,2024-06-09 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.226,False,Machine idle period extended during planned sanitation window.
-46127,2024-06-09 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.564,False,Machine throughput increase drove sustained pressure uplift.
-46128,2024-06-09 03:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.38,False,Vibration burst exceeds envelope during tool change cycle.
-46129,2024-06-09 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.543,False,Supervisory alert generated after three consecutive threshold breaches.
-46130,2024-06-09 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.013,False,Reliability engineer tagged sample window for model retraining.
-46131,2024-06-09 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.024,False,Sensor enclosure opened for manual calibration verification.
-46132,2024-06-09 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.525,False,Dust extraction fan offline for 18 minutes on line finishing.
-46133,2024-06-09 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.98,False,Vibration baseline recovered after tool holder replacement.
-46134,2024-06-09 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,53.857,False,Warning threshold updated for pilot predictive-maintenance model.
-46135,2024-06-09 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.382,False,Edge collector replayed buffered events after network recovery.
-46136,2024-06-09 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.089,False,Sensor heartbeat delayed by one interval after gateway retry.
-46137,2024-06-09 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.236,False,Warning threshold updated for pilot predictive-maintenance model.
-46138,2024-06-09 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.338,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46139,2024-06-09 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.073,False,Temperature variance narrowed after coolant nozzle cleaning.
-46140,2024-06-09 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.419,False,Warning threshold updated for pilot predictive-maintenance model.
-46141,2024-06-09 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.426,False,Press cycle dwell time lengthened during high-volume batch.
-46142,2024-06-09 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.134,False,Temperature remained elevated during unscheduled overtime run.
-46143,2024-06-09 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.856,False,Sensor battery health remains nominal after firmware update.
-46144,2024-06-09 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.474,False,Bearing temperature rising faster than baseline on spindle cell.
-46145,2024-06-09 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.108,False,Thermal overshoot event coincided with recipe change on furnace.
-46146,2024-06-09 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,69.853,False,Calibration check overdue by 11 days for press-line transducer.
-46147,2024-06-09 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.318,False,Vibration harmonics broadened during extended production run.
-46148,2024-06-09 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.024,False,Pressure peak corresponds to oversized billet batch processing.
-46149,2024-06-09 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.505,False,Anomaly review flagged possible bearing wear progression.
-46150,2024-06-09 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.839,False,Unbalanced load introduced cyclical pressure ripple.
-46151,2024-06-09 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.454,False,Pressure peak corresponds to oversized billet batch processing.
-46152,2024-06-09 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.638,False,Hydraulic line pressure oscillation detected under load.
-46153,2024-06-09 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.318,False,Supervisory alert generated after three consecutive threshold breaches.
-46154,2024-06-09 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.902,False,Edge collector replayed buffered events after network recovery.
-46155,2024-06-09 06:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.834,False,Humidity excursion near finishing booth during coating run.
-46156,2024-06-09 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.7,False,Supervisory alert generated after three consecutive threshold breaches.
-46157,2024-06-09 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.07,False,Humidity baseline improved after seal replacement.
-46158,2024-06-09 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.91,False,Maintenance crew confirmed lubrication interval was missed.
-46159,2024-06-09 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.875,False,Vibration harmonics broadened during extended production run.
-46160,2024-06-09 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.19,False,Temporary gateway failover completed without data loss.
-46161,2024-06-09 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.307,False,Sensor signal clipping observed during startup surge.
-46162,2024-06-09 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.376,False,Supervisory alert generated after three consecutive threshold breaches.
-46163,2024-06-09 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.809,False,Short-lived packet loss observed at edge gateway gw-02.
-46164,2024-06-09 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.479,False,SCADA backfill inserted two delayed telemetry points.
-46165,2024-06-09 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.306,False,Humidity baseline improved after seal replacement.
-46166,2024-06-09 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.454,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46167,2024-06-09 07:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.844,False,Packaging line stop reduced adjacent vibration background.
-46168,2024-06-09 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.29,False,Anomaly review flagged possible bearing wear progression.
-46169,2024-06-09 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.006,False,Quality team requested trace review for lot 24-118B.
-46170,2024-06-09 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.434,False,Condensation warning cleared after dehumidifier ramp-up.
-46171,2024-06-09 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.888,False,SCADA backfill inserted two delayed telemetry points.
-46172,2024-06-09 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.44,False,Maintenance scheduler deferred calibration due to spare shortage.
-46173,2024-06-09 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.866,False,Machine idle period extended during planned sanitation window.
-46174,2024-06-09 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.317,False,Quality hold reduced finishing booth activity for one shift.
-46175,2024-06-09 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.942,False,Quality hold reduced finishing booth activity for one shift.
-46176,2024-06-09 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.898,False,Sensor heartbeat delayed by one interval after gateway retry.
-46177,2024-06-09 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.079,False,Hydraulic line pressure oscillation detected under load.
-46178,2024-06-09 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.125,False,Air handler maintenance reduced humidity variance on finishing line.
-46179,2024-06-09 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.5,False,Telemetry quality flag downgraded during sensor self-test window.
-46180,2024-06-09 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.611,False,Press cycle dwell time lengthened during high-volume batch.
-46181,2024-06-09 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.574,False,Dust extraction fan offline for 18 minutes on line finishing.
-46182,2024-06-09 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.482,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46183,2024-06-09 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.46,False,Reliability engineer tagged sample window for model retraining.
-46184,2024-06-09 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.847,False,Pressure line purge completed before restart authorization.
-46185,2024-06-09 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.364,False,Vibration harmonics broadened during extended production run.
-46186,2024-06-09 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.696,False,Shift handoff note referenced unusual noise near press enclosure.
-46187,2024-06-09 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.608,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46188,2024-06-09 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.639,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46189,2024-06-09 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.517,False,Maintenance crew confirmed lubrication interval was missed.
-46190,2024-06-09 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.24,False,Machine idle period extended during planned sanitation window.
-46191,2024-06-09 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.182,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46192,2024-06-09 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.808,False,Sensor signal clipping observed during startup surge.
-46193,2024-06-09 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.341,False,Coolant loop adjustment reduced chamber temperature spread.
-46194,2024-06-09 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.629,False,Maintenance scheduler deferred calibration due to spare shortage.
-46195,2024-06-09 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.467,False,Sensor signal clipping observed during startup surge.
-46196,2024-06-09 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.69,False,Warning threshold updated for pilot predictive-maintenance model.
-46197,2024-06-09 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.441,False,Machine idle period extended during planned sanitation window.
-46198,2024-06-09 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.347,False,Supervisory alert generated after three consecutive threshold breaches.
-46199,2024-06-09 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.522,False,Press cycle dwell time lengthened during high-volume batch.
-46200,2024-06-09 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.553,False,Thermal ramp exceeded expected warmup curve before shift start.
-46201,2024-06-09 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.419,False,Air handler maintenance reduced humidity variance on finishing line.
-46202,2024-06-09 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.056,False,Vibration baseline recovered after tool holder replacement.
-46203,2024-06-09 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.933,False,Sensor enclosure opened for manual calibration verification.
-46204,2024-06-09 10:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.414,False,Machine throughput increase drove sustained pressure uplift.
-46205,2024-06-09 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.76,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46206,2024-06-09 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.614,False,Hydraulic line pressure oscillation detected under load.
-46207,2024-06-09 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.166,False,Temporary gateway failover completed without data loss.
-46208,2024-06-09 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.078,False,Quality hold reduced finishing booth activity for one shift.
-46209,2024-06-09 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.413,False,Humidity excursion near finishing booth during coating run.
-46210,2024-06-09 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.48,False,Hydraulic line pressure oscillation detected under load.
-46211,2024-06-09 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.73,False,Maintenance note logged for coupling imbalance inspection.
-46212,2024-06-09 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.403,False,Temporary gateway failover completed without data loss.
-46213,2024-06-09 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.684,False,Air handler maintenance reduced humidity variance on finishing line.
-46214,2024-06-09 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.357,False,Telemetry quality flag downgraded during sensor self-test window.
-46215,2024-06-09 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.713,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46216,2024-06-09 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.257,False,Humidity baseline improved after seal replacement.
-46217,2024-06-09 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.855,False,Humidity excursion near finishing booth during coating run.
-46218,2024-06-09 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.629,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46219,2024-06-09 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.413,False,Sensor battery health remains nominal after firmware update.
-46220,2024-06-09 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.928,False,Machine throughput increase drove sustained pressure uplift.
-46221,2024-06-09 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.183,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46222,2024-06-09 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.881,False,Hydraulic line pressure oscillation detected under load.
-46223,2024-06-09 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.969,False,Pressure settled back to nominal after valve reseat.
-46224,2024-06-09 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.085,False,Warning threshold updated for pilot predictive-maintenance model.
-46225,2024-06-09 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.734,False,Pressure peak corresponds to oversized billet batch processing.
-46226,2024-06-09 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.796,False,Temporary gateway failover completed without data loss.
-46227,2024-06-09 12:10:00,3,pressure,bar,HYD-07,press-line,day,warning,8.195,False,Humidity excursion near finishing booth during coating run.
-46228,2024-06-09 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.194,False,Humidity baseline improved after seal replacement.
-46229,2024-06-09 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.057,False,Humidity readings track seasonal rise across late spring.
-46230,2024-06-09 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,64.092,False,Pressure settled back to nominal after valve reseat.
-46231,2024-06-09 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.769,False,Temperature variance narrowed after coolant nozzle cleaning.
-46232,2024-06-09 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.86,False,Operator reset acknowledged after red-tag inspection.
-46233,2024-06-09 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.84,False,Press cycle dwell time lengthened during high-volume batch.
-46234,2024-06-09 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.595,False,Vibration burst exceeds envelope during tool change cycle.
-46235,2024-06-09 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.404,False,Condensation warning cleared after dehumidifier ramp-up.
-46236,2024-06-09 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.543,False,Sensor battery health remains nominal after firmware update.
-46237,2024-06-09 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.698,False,Quality team requested trace review for lot 24-118B.
-46238,2024-06-09 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.918,False,Quality hold reduced finishing booth activity for one shift.
-46239,2024-06-09 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.282,False,Thermal ramp exceeded expected warmup curve before shift start.
-46240,2024-06-09 13:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.563,False,Temperature remained elevated during unscheduled overtime run.
-46241,2024-06-09 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.282,False,Air handler maintenance reduced humidity variance on finishing line.
-46242,2024-06-09 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.822,False,Humidity baseline improved after seal replacement.
-46243,2024-06-09 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.016,False,Anomaly review flagged possible bearing wear progression.
-46244,2024-06-09 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.552,False,Unbalanced load introduced cyclical pressure ripple.
-46245,2024-06-09 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.108,False,Reliability engineer tagged sample window for model retraining.
-46246,2024-06-09 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.344,False,Pressure peak corresponds to oversized billet batch processing.
-46247,2024-06-09 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.881,False,Supervisory alert generated after three consecutive threshold breaches.
-46248,2024-06-09 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.711,False,Maintenance scheduler deferred calibration due to spare shortage.
-46249,2024-06-09 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.701,False,Air handler maintenance reduced humidity variance on finishing line.
-46250,2024-06-09 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.76,False,Pressure peak corresponds to oversized billet batch processing.
-46251,2024-06-09 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.283,False,Night shift startup produced higher than normal vibration floor.
-46252,2024-06-09 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.288,False,Vibration harmonics broadened during extended production run.
-46253,2024-06-09 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.036,False,Temperature remained elevated during unscheduled overtime run.
-46254,2024-06-09 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.222,False,Edge collector replayed buffered events after network recovery.
-46255,2024-06-09 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.237,False,Dust extraction fan offline for 18 minutes on line finishing.
-46256,2024-06-09 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,45.796,False,Anomaly review flagged possible bearing wear progression.
-46257,2024-06-09 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.481,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46258,2024-06-09 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.045,False,Short-lived packet loss observed at edge gateway gw-02.
-46259,2024-06-09 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.265,False,Pressure peak corresponds to oversized billet batch processing.
-46260,2024-06-09 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.09,False,Sensor heartbeat delayed by one interval after gateway retry.
-46261,2024-06-09 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.155,False,Short-lived packet loss observed at edge gateway gw-02.
-46262,2024-06-09 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.809,False,Condensation warning cleared after dehumidifier ramp-up.
-46263,2024-06-09 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.252,False,Dust extraction fan offline for 18 minutes on line finishing.
-46264,2024-06-09 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.148,False,Thermal ramp exceeded expected warmup curve before shift start.
-46265,2024-06-09 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.608,False,Condensation warning cleared after dehumidifier ramp-up.
-46266,2024-06-09 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.975,False,Humidity readings track seasonal rise across late spring.
-46267,2024-06-09 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.605,False,Humidity climbed during dock-door open period in afternoon shift.
-46268,2024-06-09 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.192,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46269,2024-06-09 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.418,False,Pressure settled back to nominal after valve reseat.
-46270,2024-06-09 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.868,False,Sensor heartbeat delayed by one interval after gateway retry.
-46271,2024-06-09 15:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.124,False,Vibration harmonics broadened during extended production run.
-46272,2024-06-09 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.393,False,Telemetry quality flag downgraded during sensor self-test window.
-46273,2024-06-09 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.105,False,Thermal overshoot event coincided with recipe change on furnace.
-46274,2024-06-09 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.813,False,Sensor heartbeat delayed by one interval after gateway retry.
-46275,2024-06-09 16:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.668,False,Vibration harmonics broadened during extended production run.
-46276,2024-06-09 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.963,False,Packaging line stop reduced adjacent vibration background.
-46277,2024-06-09 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.115,False,Vibration harmonics broadened during extended production run.
-46278,2024-06-09 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.241,False,Packaging line stop reduced adjacent vibration background.
-46279,2024-06-09 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.388,False,Unbalanced load introduced cyclical pressure ripple.
-46280,2024-06-09 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,54.148,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46281,2024-06-09 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.071,False,SCADA backfill inserted two delayed telemetry points.
-46282,2024-06-09 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.443,False,Bearing temperature rising faster than baseline on spindle cell.
-46283,2024-06-09 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.048,False,Press cycle dwell time lengthened during high-volume batch.
-46284,2024-06-09 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.561,False,Supervisory alert generated after three consecutive threshold breaches.
-46285,2024-06-09 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.148,False,Humidity readings track seasonal rise across late spring.
-46286,2024-06-09 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.643,False,Hydraulic line pressure oscillation detected under load.
-46287,2024-06-09 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.688,False,Pressure peak corresponds to oversized billet batch processing.
-46288,2024-06-09 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.242,False,Vibration baseline recovered after tool holder replacement.
-46289,2024-06-09 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.309,False,Temperature variance narrowed after coolant nozzle cleaning.
-46290,2024-06-09 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.852,False,Vibration baseline recovered after tool holder replacement.
-46291,2024-06-09 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.643,False,Anomaly review flagged possible bearing wear progression.
-46292,2024-06-09 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.963,False,Humidity excursion near finishing booth during coating run.
-46293,2024-06-09 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.202,False,Reliability engineer tagged sample window for model retraining.
-46294,2024-06-09 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.616,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46295,2024-06-09 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.967,False,Dust extraction fan offline for 18 minutes on line finishing.
-46296,2024-06-09 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.698,False,Vibration baseline recovered after tool holder replacement.
-46297,2024-06-09 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Machine idle period extended during planned sanitation window.
-46298,2024-06-09 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.64,False,Vibration harmonics broadened during extended production run.
-46299,2024-06-09 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.52,False,Bearing temperature rising faster than baseline on spindle cell.
-46300,2024-06-09 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.258,False,Packaging line stop reduced adjacent vibration background.
-46301,2024-06-09 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.837,False,Short-lived packet loss observed at edge gateway gw-02.
-46302,2024-06-09 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.271,False,Sensor battery health remains nominal after firmware update.
-46303,2024-06-09 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.725,False,Vibration harmonics broadened during extended production run.
-46304,2024-06-09 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.433,False,Vibration harmonics broadened during extended production run.
-46305,2024-06-09 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.709,False,Temperature variance narrowed after coolant nozzle cleaning.
-46306,2024-06-09 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.852,False,Unbalanced load introduced cyclical pressure ripple.
-46307,2024-06-09 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.297,False,Short-lived packet loss observed at edge gateway gw-02.
-46308,2024-06-09 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.351,False,Pressure peak corresponds to oversized billet batch processing.
-46309,2024-06-09 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,0.694,False,Telemetry quality flag downgraded during sensor self-test window.
-46310,2024-06-09 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.907,False,Vibration baseline recovered after tool holder replacement.
-46311,2024-06-09 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Vibration burst exceeds envelope during tool change cycle.
-46312,2024-06-09 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.632,False,Telemetry quality flag downgraded during sensor self-test window.
-46313,2024-06-09 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.846,False,Humidity readings track seasonal rise across late spring.
-46314,2024-06-09 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.409,False,Sensor enclosure opened for manual calibration verification.
-46315,2024-06-09 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.037,False,Sensor heartbeat delayed by one interval after gateway retry.
-46316,2024-06-09 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.903,False,Humidity readings track seasonal rise across late spring.
-46317,2024-06-09 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.241,False,Press cycle dwell time lengthened during high-volume batch.
-46318,2024-06-09 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.764,False,Edge collector replayed buffered events after network recovery.
-46319,2024-06-09 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.065,False,Humidity climbed during dock-door open period in afternoon shift.
-46320,2024-06-09 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.901,False,Machine idle period extended during planned sanitation window.
-46321,2024-06-09 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.748,False,Machine idle period extended during planned sanitation window.
-46322,2024-06-09 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.308,False,Condensation warning cleared after dehumidifier ramp-up.
-46323,2024-06-09 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.718,False,Sensor signal clipping observed during startup surge.
-46324,2024-06-09 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.77,False,Sensor signal clipping observed during startup surge.
-46325,2024-06-09 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Humidity readings track seasonal rise across late spring.
-46326,2024-06-09 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.327,False,Machine throughput increase drove sustained pressure uplift.
-46327,2024-06-09 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.242,False,Telemetry quality flag downgraded during sensor self-test window.
-46328,2024-06-09 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.249,False,Maintenance crew confirmed lubrication interval was missed.
-46329,2024-06-09 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,SCADA backfill inserted two delayed telemetry points.
-46330,2024-06-09 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.077,False,Humidity excursion near finishing booth during coating run.
-46331,2024-06-09 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.91,False,SCADA backfill inserted two delayed telemetry points.
-46332,2024-06-09 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.081,False,Quality team requested trace review for lot 24-118B.
-46333,2024-06-09 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Quality hold reduced finishing booth activity for one shift.
-46334,2024-06-09 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.09,False,Coolant loop adjustment reduced chamber temperature spread.
-46335,2024-06-09 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.04,False,Short-lived packet loss observed at edge gateway gw-02.
-46336,2024-06-09 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.532,False,Coolant loop adjustment reduced chamber temperature spread.
-46337,2024-06-09 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.417,False,Edge collector replayed buffered events after network recovery.
-46338,2024-06-09 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.047,False,Vibration burst exceeds envelope during tool change cycle.
-46339,2024-06-09 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.869,False,Transient outlier matched forklift impact near cabinet wall.
-46340,2024-06-09 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.492,False,Unbalanced load introduced cyclical pressure ripple.
-46341,2024-06-09 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.939,False,Thermal ramp exceeded expected warmup curve before shift start.
-46342,2024-06-09 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.434,False,Quality hold reduced finishing booth activity for one shift.
-46343,2024-06-09 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.224,False,Temperature remained elevated during unscheduled overtime run.
-46344,2024-06-09 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.486,False,Hydraulic line pressure oscillation detected under load.
-46345,2024-06-09 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.44,False,Humidity climbed during dock-door open period in afternoon shift.
-46346,2024-06-09 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.908,False,Pressure peak corresponds to oversized billet batch processing.
-46347,2024-06-09 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.709,False,Bearing temperature rising faster than baseline on spindle cell.
-46348,2024-06-09 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.76,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46349,2024-06-09 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.584,False,Night shift startup produced higher than normal vibration floor.
-46350,2024-06-09 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.215,False,Quality team requested trace review for lot 24-118B.
-46351,2024-06-09 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.745,False,Condensation warning cleared after dehumidifier ramp-up.
-46352,2024-06-09 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.506,False,Condensation warning cleared after dehumidifier ramp-up.
-46353,2024-06-09 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.369,False,Packaging line stop reduced adjacent vibration background.
-46354,2024-06-09 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.037,False,Hydraulic line pressure oscillation detected under load.
-46355,2024-06-09 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.204,False,Humidity baseline improved after seal replacement.
-46356,2024-06-09 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.789,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46357,2024-06-09 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.466,False,Unbalanced load introduced cyclical pressure ripple.
-46358,2024-06-09 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.997,False,Night shift startup produced higher than normal vibration floor.
-46359,2024-06-09 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.639,False,Vibration burst exceeds envelope during tool change cycle.
-46360,2024-06-09 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.421,False,Reliability engineer tagged sample window for model retraining.
-46361,2024-06-09 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.34,False,Telemetry quality flag downgraded during sensor self-test window.
-46362,2024-06-09 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.173,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46363,2024-06-09 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Vibration burst exceeds envelope during tool change cycle.
-46364,2024-06-09 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.569,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46365,2024-06-09 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.077,False,Machine throughput increase drove sustained pressure uplift.
-46366,2024-06-09 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.56,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46367,2024-06-09 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.268,False,Maintenance crew confirmed lubrication interval was missed.
-46368,2024-06-09 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.894,False,Supervisory alert generated after three consecutive threshold breaches.
-46369,2024-06-10 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.387,False,Hydraulic line pressure oscillation detected under load.
-46370,2024-06-10 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.291,False,Edge collector replayed buffered events after network recovery.
-46371,2024-06-10 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.52,False,Machine idle period extended during planned sanitation window.
-46372,2024-06-10 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.355,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46373,2024-06-10 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.668,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46374,2024-06-10 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.663,False,Dust extraction fan offline for 18 minutes on line finishing.
-46375,2024-06-10 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.291,False,Operator reset acknowledged after red-tag inspection.
-46376,2024-06-10 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.069,False,Packaging line stop reduced adjacent vibration background.
-46377,2024-06-10 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.622,False,Humidity baseline improved after seal replacement.
-46378,2024-06-10 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.972,False,Pressure peak corresponds to oversized billet batch processing.
-46379,2024-06-10 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.622,False,Sensor enclosure opened for manual calibration verification.
-46380,2024-06-10 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.406,False,Calibration check overdue by 11 days for press-line transducer.
-46381,2024-06-10 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.004,False,Temperature remained elevated during unscheduled overtime run.
-46382,2024-06-10 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.579,False,Hydraulic line pressure oscillation detected under load.
-46383,2024-06-10 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.505,False,Temporary gateway failover completed without data loss.
-46384,2024-06-10 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.262,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46385,2024-06-10 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.521,False,Bearing temperature rising faster than baseline on spindle cell.
-46386,2024-06-10 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.602,False,Reliability engineer tagged sample window for model retraining.
-46387,2024-06-10 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.145,False,Thermal ramp exceeded expected warmup curve before shift start.
-46388,2024-06-10 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,48.58,False,Operator reported intermittent chatter on machine CNC-04.
-46389,2024-06-10 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.698,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46390,2024-06-10 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.41,False,Temperature variance narrowed after coolant nozzle cleaning.
-46391,2024-06-10 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.728,False,Humidity excursion near finishing booth during coating run.
-46392,2024-06-10 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.626,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46393,2024-06-10 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.435,False,Pressure settled back to nominal after valve reseat.
-46394,2024-06-10 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.565,False,Pressure settled back to nominal after valve reseat.
-46395,2024-06-10 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.22,False,Sensor enclosure opened for manual calibration verification.
-46396,2024-06-10 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.572,False,Quality hold reduced finishing booth activity for one shift.
-46397,2024-06-10 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.386,False,Supervisory alert generated after three consecutive threshold breaches.
-46398,2024-06-10 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.157,False,Vibration baseline recovered after tool holder replacement.
-46399,2024-06-10 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.092,False,Operator reset acknowledged after red-tag inspection.
-46400,2024-06-10 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.518,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46401,2024-06-10 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.299,False,Maintenance scheduler deferred calibration due to spare shortage.
-46402,2024-06-10 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.984,False,Vibration burst exceeds envelope during tool change cycle.
-46403,2024-06-10 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.883,False,Sensor heartbeat delayed by one interval after gateway retry.
-46404,2024-06-10 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.406,False,Operator reset acknowledged after red-tag inspection.
-46405,2024-06-10 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.195,False,Machine throughput increase drove sustained pressure uplift.
-46406,2024-06-10 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.985,False,Thermal ramp exceeded expected warmup curve before shift start.
-46407,2024-06-10 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.92,False,Sensor signal clipping observed during startup surge.
-46408,2024-06-10 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.796,False,Edge collector replayed buffered events after network recovery.
-46409,2024-06-10 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.463,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46410,2024-06-10 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.493,False,Hydraulic line pressure oscillation detected under load.
-46411,2024-06-10 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.133,False,Operator reported intermittent chatter on machine CNC-04.
-46412,2024-06-10 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.309,False,Short-lived packet loss observed at edge gateway gw-02.
-46413,2024-06-10 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.39,False,Sensor battery health remains nominal after firmware update.
-46414,2024-06-10 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.309,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46415,2024-06-10 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.088,False,Press cycle dwell time lengthened during high-volume batch.
-46416,2024-06-10 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.2,False,Humidity climbed during dock-door open period in afternoon shift.
-46417,2024-06-10 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.681,False,Telemetry quality flag downgraded during sensor self-test window.
-46418,2024-06-10 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.29,False,Pressure line purge completed before restart authorization.
-46419,2024-06-10 04:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.047,False,Bearing temperature rising faster than baseline on spindle cell.
-46420,2024-06-10 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.873,False,Humidity climbed during dock-door open period in afternoon shift.
-46421,2024-06-10 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.084,False,Thermal ramp exceeded expected warmup curve before shift start.
-46422,2024-06-10 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.11,False,Vibration baseline recovered after tool holder replacement.
-46423,2024-06-10 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.012,False,Operator reported intermittent chatter on machine CNC-04.
-46424,2024-06-10 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.051,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46425,2024-06-10 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.352,False,Operator reported intermittent chatter on machine CNC-04.
-46426,2024-06-10 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.393,False,Machine idle period extended during planned sanitation window.
-46427,2024-06-10 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.03,False,Compressed air fluctuation introduced pressure noise for two cycles.
-46428,2024-06-10 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.241,False,Operator reset acknowledged after red-tag inspection.
-46429,2024-06-10 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.085,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46430,2024-06-10 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.386,False,Sensor battery health remains nominal after firmware update.
-46431,2024-06-10 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.377,False,Maintenance scheduler deferred calibration due to spare shortage.
-46432,2024-06-10 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.008,False,Sensor enclosure opened for manual calibration verification.
-46433,2024-06-10 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.131,False,Unbalanced load introduced cyclical pressure ripple.
-46434,2024-06-10 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.864,False,Vibration burst exceeds envelope during tool change cycle.
-46435,2024-06-10 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.418,False,SCADA backfill inserted two delayed telemetry points.
-46436,2024-06-10 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.297,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46437,2024-06-10 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.59,False,Calibration check overdue by 11 days for press-line transducer.
-46438,2024-06-10 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.453,False,Sensor battery health remains nominal after firmware update.
-46439,2024-06-10 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.27,False,Temperature remained elevated during unscheduled overtime run.
-46440,2024-06-10 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.654,False,Telemetry quality flag downgraded during sensor self-test window.
-46441,2024-06-10 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.708,False,Packaging line stop reduced adjacent vibration background.
-46442,2024-06-10 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.3,False,Vibration burst exceeds envelope during tool change cycle.
-46443,2024-06-10 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.68,False,Humidity readings track seasonal rise across late spring.
-46444,2024-06-10 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.485,False,Hydraulic line pressure oscillation detected under load.
-46445,2024-06-10 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.819,False,Maintenance crew confirmed lubrication interval was missed.
-46446,2024-06-10 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.357,False,Thermal overshoot event coincided with recipe change on furnace.
-46447,2024-06-10 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.48,False,Thermal ramp exceeded expected warmup curve before shift start.
-46448,2024-06-10 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,49.535,False,Telemetry quality flag downgraded during sensor self-test window.
-46449,2024-06-10 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.919,False,Calibration check overdue by 11 days for press-line transducer.
-46450,2024-06-10 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.036,False,Maintenance scheduler deferred calibration due to spare shortage.
-46451,2024-06-10 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.398,False,Temporary gateway failover completed without data loss.
-46452,2024-06-10 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.766,False,Quality hold reduced finishing booth activity for one shift.
-46453,2024-06-10 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.693,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46454,2024-06-10 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.503,False,Edge collector replayed buffered events after network recovery.
-46455,2024-06-10 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46456,2024-06-10 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.633,False,Temporary gateway failover completed without data loss.
-46457,2024-06-10 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.602,False,Humidity readings track seasonal rise across late spring.
-46458,2024-06-10 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.923,False,Operator reported intermittent chatter on machine CNC-04.
-46459,2024-06-10 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.054,False,Humidity climbed during dock-door open period in afternoon shift.
-46460,2024-06-10 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.976,False,Short-lived packet loss observed at edge gateway gw-02.
-46461,2024-06-10 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.151,False,Warning threshold updated for pilot predictive-maintenance model.
-46462,2024-06-10 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.115,False,Maintenance crew confirmed lubrication interval was missed.
-46463,2024-06-10 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.49,False,Machine throughput increase drove sustained pressure uplift.
-46464,2024-06-10 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.494,False,Vibration burst exceeds envelope during tool change cycle.
-46465,2024-06-10 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.327,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46466,2024-06-10 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.785,False,Transient outlier matched forklift impact near cabinet wall.
-46467,2024-06-10 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.083,False,Vibration harmonics broadened during extended production run.
-46468,2024-06-10 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.703,False,Humidity readings track seasonal rise across late spring.
-46469,2024-06-10 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.926,False,Maintenance crew confirmed lubrication interval was missed.
-46470,2024-06-10 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.505,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46471,2024-06-10 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.278,False,Humidity excursion near finishing booth during coating run.
-46472,2024-06-10 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.942,False,Sensor battery health remains nominal after firmware update.
-46473,2024-06-10 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.847,False,Humidity excursion near finishing booth during coating run.
-46474,2024-06-10 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.446,False,Humidity baseline improved after seal replacement.
-46475,2024-06-10 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.308,False,Machine throughput increase drove sustained pressure uplift.
-46476,2024-06-10 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.935,False,Compressed air fluctuation introduced pressure noise for two cycles.
-46477,2024-06-10 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.199,False,Operator reported intermittent chatter on machine CNC-04.
-46478,2024-06-10 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.385,False,Vibration baseline recovered after tool holder replacement.
-46479,2024-06-10 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.381,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46480,2024-06-10 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.768,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46481,2024-06-10 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.52,False,Vibration harmonics broadened during extended production run.
-46482,2024-06-10 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.636,False,Pressure peak corresponds to oversized billet batch processing.
-46483,2024-06-10 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.737,False,Temperature remained elevated during unscheduled overtime run.
-46484,2024-06-10 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.906,False,Quality hold reduced finishing booth activity for one shift.
-46485,2024-06-10 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.194,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46486,2024-06-10 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.509,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46487,2024-06-10 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.735,False,Maintenance crew confirmed lubrication interval was missed.
-46488,2024-06-10 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.133,False,Condensation warning cleared after dehumidifier ramp-up.
-46489,2024-06-10 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.233,False,Transient outlier matched forklift impact near cabinet wall.
-46490,2024-06-10 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.582,False,Operator reset acknowledged after red-tag inspection.
-46491,2024-06-10 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.77,False,Operator reported intermittent chatter on machine CNC-04.
-46492,2024-06-10 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.822,False,Condensation warning cleared after dehumidifier ramp-up.
-46493,2024-06-10 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.59,False,Sensor battery health remains nominal after firmware update.
-46494,2024-06-10 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.876,False,Operator reset acknowledged after red-tag inspection.
-46495,2024-06-10 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.111,False,Maintenance scheduler deferred calibration due to spare shortage.
-46496,2024-06-10 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.577,False,Sensor enclosure opened for manual calibration verification.
-46497,2024-06-10 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.821,False,Vibration burst exceeds envelope during tool change cycle.
-46498,2024-06-10 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.763,False,Vibration baseline recovered after tool holder replacement.
-46499,2024-06-10 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.461,False,Short-lived packet loss observed at edge gateway gw-02.
-46500,2024-06-10 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.988,False,Dust extraction fan offline for 18 minutes on line finishing.
-46501,2024-06-10 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.844,False,Dust extraction fan offline for 18 minutes on line finishing.
-46502,2024-06-10 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.019,False,Anomaly review flagged possible bearing wear progression.
-46503,2024-06-10 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.767,False,Humidity excursion near finishing booth during coating run.
-46504,2024-06-10 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.422,False,Unbalanced load introduced cyclical pressure ripple.
-46505,2024-06-10 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.184,False,Sensor heartbeat delayed by one interval after gateway retry.
-46506,2024-06-10 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.421,False,Maintenance crew confirmed lubrication interval was missed.
-46507,2024-06-10 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.398,False,Shift handoff note referenced unusual noise near press enclosure.
-46508,2024-06-10 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.773,False,SCADA backfill inserted two delayed telemetry points.
-46509,2024-06-10 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.033,False,Temperature remained elevated during unscheduled overtime run.
-46510,2024-06-10 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.386,False,Sensor battery health remains nominal after firmware update.
-46511,2024-06-10 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.55,False,Shift handoff note referenced unusual noise near press enclosure.
-46512,2024-06-10 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.244,False,Temperature remained elevated during unscheduled overtime run.
-46513,2024-06-10 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,SCADA backfill inserted two delayed telemetry points.
-46514,2024-06-10 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.756,False,Thermal overshoot event coincided with recipe change on furnace.
-46515,2024-06-10 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.213,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46516,2024-06-10 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.42,False,Quality hold reduced finishing booth activity for one shift.
-46517,2024-06-10 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.107,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46518,2024-06-10 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,54.257,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46519,2024-06-10 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.763,False,Sensor battery health remains nominal after firmware update.
-46520,2024-06-10 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.946,False,Unbalanced load introduced cyclical pressure ripple.
-46521,2024-06-10 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Air handler maintenance reduced humidity variance on finishing line.
-46522,2024-06-10 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.798,False,Sensor signal clipping observed during startup surge.
-46523,2024-06-10 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.251,False,Press cycle dwell time lengthened during high-volume batch.
-46524,2024-06-10 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.996,False,Humidity readings track seasonal rise across late spring.
-46525,2024-06-10 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.357,False,Warning threshold updated for pilot predictive-maintenance model.
-46526,2024-06-10 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.456,False,Reliability engineer tagged sample window for model retraining.
-46527,2024-06-10 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.955,False,Press cycle dwell time lengthened during high-volume batch.
-46528,2024-06-10 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.237,False,Humidity excursion near finishing booth during coating run.
-46529,2024-06-10 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.246,False,Maintenance crew confirmed lubrication interval was missed.
-46530,2024-06-10 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.089,False,Warning threshold updated for pilot predictive-maintenance model.
-46531,2024-06-10 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.264,False,Pressure settled back to nominal after valve reseat.
-46532,2024-06-10 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.691,False,Reliability engineer tagged sample window for model retraining.
-46533,2024-06-10 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.483,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46534,2024-06-10 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.457,False,Calibration check overdue by 11 days for press-line transducer.
-46535,2024-06-10 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.459,False,Short-lived packet loss observed at edge gateway gw-02.
-46536,2024-06-10 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.508,False,Vibration burst exceeds envelope during tool change cycle.
-46537,2024-06-10 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.025,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46538,2024-06-10 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.245,False,Sensor heartbeat delayed by one interval after gateway retry.
-46539,2024-06-10 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.466,False,Temperature remained elevated during unscheduled overtime run.
-46540,2024-06-10 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.368,False,Edge collector replayed buffered events after network recovery.
-46541,2024-06-10 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.926,False,Air handler maintenance reduced humidity variance on finishing line.
-46542,2024-06-10 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.745,False,Transient outlier matched forklift impact near cabinet wall.
-46543,2024-06-10 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.53,False,Reliability engineer tagged sample window for model retraining.
-46544,2024-06-10 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.554,False,Vibration burst exceeds envelope during tool change cycle.
-46545,2024-06-10 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.744,False,Maintenance note logged for coupling imbalance inspection.
-46546,2024-06-10 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.621,False,Unbalanced load introduced cyclical pressure ripple.
-46547,2024-06-10 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.633,False,Sensor battery health remains nominal after firmware update.
-46548,2024-06-10 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.756,False,Anomaly review flagged possible bearing wear progression.
-46549,2024-06-10 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.417,False,Machine idle period extended during planned sanitation window.
-46550,2024-06-10 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.449,False,Coolant loop adjustment reduced chamber temperature spread.
-46551,2024-06-10 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.429,False,Calibration check overdue by 11 days for press-line transducer.
-46552,2024-06-10 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.935,False,Pressure line purge completed before restart authorization.
-46553,2024-06-10 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.026,False,Coolant loop adjustment reduced chamber temperature spread.
-46554,2024-06-10 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.648,False,Unbalanced load introduced cyclical pressure ripple.
-46555,2024-06-10 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.229,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46556,2024-06-10 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.94,False,Calibration check overdue by 11 days for press-line transducer.
-46557,2024-06-10 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.696,False,Temperature remained elevated during unscheduled overtime run.
-46558,2024-06-10 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.506,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46559,2024-06-10 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.367,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46560,2024-06-10 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.27,False,Maintenance crew confirmed lubrication interval was missed.
-46561,2024-06-10 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.291,False,Maintenance scheduler deferred calibration due to spare shortage.
-46562,2024-06-10 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.98,False,Sensor enclosure opened for manual calibration verification.
-46563,2024-06-10 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.308,False,Vibration burst exceeds envelope during tool change cycle.
-46564,2024-06-10 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.383,False,SCADA backfill inserted two delayed telemetry points.
-46565,2024-06-10 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.407,False,Calibration check overdue by 11 days for press-line transducer.
-46566,2024-06-10 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.083,False,Thermal overshoot event coincided with recipe change on furnace.
-46567,2024-06-10 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.723,False,Sensor enclosure opened for manual calibration verification.
-46568,2024-06-10 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.383,False,Humidity baseline improved after seal replacement.
-46569,2024-06-10 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.177,False,Vibration burst exceeds envelope during tool change cycle.
-46570,2024-06-10 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.204,False,Vibration baseline recovered after tool holder replacement.
-46571,2024-06-10 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.477,False,Packaging line stop reduced adjacent vibration background.
-46572,2024-06-10 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,29.779,False,Machine throughput increase drove sustained pressure uplift.
-46573,2024-06-10 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.463,False,Anomaly review flagged possible bearing wear progression.
-46574,2024-06-10 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.661,False,Anomaly review flagged possible bearing wear progression.
-46575,2024-06-10 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.717,False,Humidity readings track seasonal rise across late spring.
-46576,2024-06-10 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.649,False,Sensor heartbeat delayed by one interval after gateway retry.
-46577,2024-06-10 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.491,False,Pressure line purge completed before restart authorization.
-46578,2024-06-10 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.328,False,Pressure line purge completed before restart authorization.
-46579,2024-06-10 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.232,False,Sensor battery health remains nominal after firmware update.
-46580,2024-06-10 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.988,False,SCADA backfill inserted two delayed telemetry points.
-46581,2024-06-10 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.087,False,Machine throughput increase drove sustained pressure uplift.
-46582,2024-06-10 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.242,False,Sensor enclosure opened for manual calibration verification.
-46583,2024-06-10 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.087,False,Temperature remained elevated during unscheduled overtime run.
-46584,2024-06-10 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.773,False,Humidity excursion near finishing booth during coating run.
-46585,2024-06-10 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.819,False,Humidity climbed during dock-door open period in afternoon shift.
-46586,2024-06-10 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.472,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46587,2024-06-10 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.156,False,Machine throughput increase drove sustained pressure uplift.
-46588,2024-06-10 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.292,False,Quality hold reduced finishing booth activity for one shift.
-46589,2024-06-10 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.342,False,Short-lived packet loss observed at edge gateway gw-02.
-46590,2024-06-10 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.266,False,Quality hold reduced finishing booth activity for one shift.
-46591,2024-06-10 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.254,False,Anomaly review flagged possible bearing wear progression.
-46592,2024-06-10 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.103,False,Supervisory alert generated after three consecutive threshold breaches.
-46593,2024-06-10 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.629,False,Humidity excursion near finishing booth during coating run.
-46594,2024-06-10 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.808,False,Humidity baseline improved after seal replacement.
-46595,2024-06-10 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.283,False,Operator reported intermittent chatter on machine CNC-04.
-46596,2024-06-10 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.649,False,Quality hold reduced finishing booth activity for one shift.
-46597,2024-06-10 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Telemetry quality flag downgraded during sensor self-test window.
-46598,2024-06-10 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.342,False,Transient outlier matched forklift impact near cabinet wall.
-46599,2024-06-10 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.155,False,Humidity readings track seasonal rise across late spring.
-46600,2024-06-10 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.695,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46601,2024-06-10 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.963,False,Hydraulic line pressure oscillation detected under load.
-46602,2024-06-10 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.655,False,SCADA backfill inserted two delayed telemetry points.
-46603,2024-06-10 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.613,False,Thermal ramp exceeded expected warmup curve before shift start.
-46604,2024-06-10 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.85,False,Maintenance crew confirmed lubrication interval was missed.
-46605,2024-06-10 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.381,False,Dust extraction fan offline for 18 minutes on line finishing.
-46606,2024-06-10 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.038,False,Pressure peak corresponds to oversized billet batch processing.
-46607,2024-06-10 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.434,False,Pressure peak corresponds to oversized billet batch processing.
-46608,2024-06-10 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.661,False,Press cycle dwell time lengthened during high-volume batch.
-46609,2024-06-10 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.595,False,Thermal overshoot event coincided with recipe change on furnace.
-46610,2024-06-10 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.427,False,Operator reported intermittent chatter on machine CNC-04.
-46611,2024-06-10 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.565,False,Vibration baseline recovered after tool holder replacement.
-46612,2024-06-10 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.61,False,Packaging line stop reduced adjacent vibration background.
-46613,2024-06-10 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.438,False,Shift handoff note referenced unusual noise near press enclosure.
-46614,2024-06-10 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.874,False,Temporary gateway failover completed without data loss.
-46615,2024-06-10 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.663,False,Night shift startup produced higher than normal vibration floor.
-46616,2024-06-10 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.98,False,Sensor enclosure opened for manual calibration verification.
-46617,2024-06-10 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.199,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46618,2024-06-10 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.891,False,Thermal ramp exceeded expected warmup curve before shift start.
-46619,2024-06-10 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.513,False,Edge collector replayed buffered events after network recovery.
-46620,2024-06-10 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.55,False,Anomaly review flagged possible bearing wear progression.
-46621,2024-06-10 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.632,False,Coolant loop adjustment reduced chamber temperature spread.
-46622,2024-06-10 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.267,False,Unbalanced load introduced cyclical pressure ripple.
-46623,2024-06-10 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.274,False,Quality team requested trace review for lot 24-118B.
-46624,2024-06-10 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.293,False,Night shift startup produced higher than normal vibration floor.
-46625,2024-06-10 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.421,False,Compressed air fluctuation introduced pressure noise for two cycles.
-46626,2024-06-10 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.786,False,Condensation warning cleared after dehumidifier ramp-up.
-46627,2024-06-10 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.76,False,Operator reported intermittent chatter on machine CNC-04.
-46628,2024-06-10 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.052,False,Temperature remained elevated during unscheduled overtime run.
-46629,2024-06-10 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.546,False,Sensor signal clipping observed during startup surge.
-46630,2024-06-10 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.375,False,Pressure peak corresponds to oversized billet batch processing.
-46631,2024-06-10 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.228,False,Shift handoff note referenced unusual noise near press enclosure.
-46632,2024-06-10 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.961,False,Operator reset acknowledged after red-tag inspection.
-46633,2024-06-10 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.712,False,Operator reset acknowledged after red-tag inspection.
-46634,2024-06-10 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.35,False,Hydraulic line pressure oscillation detected under load.
-46635,2024-06-10 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.035,False,Coolant loop adjustment reduced chamber temperature spread.
-46636,2024-06-10 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.702,False,Humidity climbed during dock-door open period in afternoon shift.
-46637,2024-06-10 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.028,False,Hydraulic line pressure oscillation detected under load.
-46638,2024-06-10 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.775,False,Warning threshold updated for pilot predictive-maintenance model.
-46639,2024-06-10 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.897,False,Air handler maintenance reduced humidity variance on finishing line.
-46640,2024-06-10 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.858,False,Telemetry quality flag downgraded during sensor self-test window.
-46641,2024-06-10 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Pressure line purge completed before restart authorization.
-46642,2024-06-10 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.201,False,Air handler maintenance reduced humidity variance on finishing line.
-46643,2024-06-10 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.868,False,Temperature variance narrowed after coolant nozzle cleaning.
-46644,2024-06-10 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.742,False,Bearing temperature rising faster than baseline on spindle cell.
-46645,2024-06-10 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.045,False,Pressure peak corresponds to oversized billet batch processing.
-46646,2024-06-10 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.016,False,Thermal overshoot event coincided with recipe change on furnace.
-46647,2024-06-10 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.884,False,Sensor heartbeat delayed by one interval after gateway retry.
-46648,2024-06-10 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.982,False,Maintenance note logged for coupling imbalance inspection.
-46649,2024-06-10 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.187,False,Pressure peak corresponds to oversized billet batch processing.
-46650,2024-06-10 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.919,False,SCADA backfill inserted two delayed telemetry points.
-46651,2024-06-10 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Operator reported intermittent chatter on machine CNC-04.
-46652,2024-06-10 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.669,False,Vibration baseline recovered after tool holder replacement.
-46653,2024-06-10 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.82,False,Maintenance scheduler deferred calibration due to spare shortage.
-46654,2024-06-10 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.557,False,Transient outlier matched forklift impact near cabinet wall.
-46655,2024-06-10 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.723,False,Coolant loop adjustment reduced chamber temperature spread.
-46656,2024-06-10 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.252,False,Sensor enclosure opened for manual calibration verification.
-46657,2024-06-11 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.514,False,Maintenance crew confirmed lubrication interval was missed.
-46658,2024-06-11 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.651,False,Sensor heartbeat delayed by one interval after gateway retry.
-46659,2024-06-11 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.441,False,Operator reported intermittent chatter on machine CNC-04.
-46660,2024-06-11 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.478,False,Shift handoff note referenced unusual noise near press enclosure.
-46661,2024-06-11 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.879,False,Temperature variance narrowed after coolant nozzle cleaning.
-46662,2024-06-11 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.049,False,Maintenance scheduler deferred calibration due to spare shortage.
-46663,2024-06-11 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.223,False,Sensor signal clipping observed during startup surge.
-46664,2024-06-11 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.531,False,Vibration harmonics broadened during extended production run.
-46665,2024-06-11 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.566,False,Pressure settled back to nominal after valve reseat.
-46666,2024-06-11 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.702,False,Short-lived packet loss observed at edge gateway gw-02.
-46667,2024-06-11 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.076,False,Quality hold reduced finishing booth activity for one shift.
-46668,2024-06-11 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.755,False,Edge collector replayed buffered events after network recovery.
-46669,2024-06-11 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.387,False,Vibration harmonics broadened during extended production run.
-46670,2024-06-11 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.001,False,Pressure settled back to nominal after valve reseat.
-46671,2024-06-11 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.433,False,Short-lived packet loss observed at edge gateway gw-02.
-46672,2024-06-11 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.516,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46673,2024-06-11 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.164,False,Dust extraction fan offline for 18 minutes on line finishing.
-46674,2024-06-11 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.788,False,Warning threshold updated for pilot predictive-maintenance model.
-46675,2024-06-11 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.519,False,Unbalanced load introduced cyclical pressure ripple.
-46676,2024-06-11 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.357,False,Sensor enclosure opened for manual calibration verification.
-46677,2024-06-11 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.05,False,Humidity climbed during dock-door open period in afternoon shift.
-46678,2024-06-11 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.151,False,Hydraulic line pressure oscillation detected under load.
-46679,2024-06-11 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.293,False,Machine idle period extended during planned sanitation window.
-46680,2024-06-11 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.985,False,Sensor battery health remains nominal after firmware update.
-46681,2024-06-11 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.657,False,Unbalanced load introduced cyclical pressure ripple.
-46682,2024-06-11 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.673,False,Machine throughput increase drove sustained pressure uplift.
-46683,2024-06-11 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.468,False,Sensor signal clipping observed during startup surge.
-46684,2024-06-11 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.194,False,Supervisory alert generated after three consecutive threshold breaches.
-46685,2024-06-11 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.557,False,Coolant loop adjustment reduced chamber temperature spread.
-46686,2024-06-11 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.962,False,Operator reset acknowledged after red-tag inspection.
-46687,2024-06-11 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.061,False,Sensor battery health remains nominal after firmware update.
-46688,2024-06-11 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.348,False,Anomaly review flagged possible bearing wear progression.
-46689,2024-06-11 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.437,False,Transient outlier matched forklift impact near cabinet wall.
-46690,2024-06-11 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.617,False,Night shift startup produced higher than normal vibration floor.
-46691,2024-06-11 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.115,False,Compressed air fluctuation introduced pressure noise for two cycles.
-46692,2024-06-11 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.393,False,Condensation warning cleared after dehumidifier ramp-up.
-46693,2024-06-11 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.501,False,Maintenance scheduler deferred calibration due to spare shortage.
-46694,2024-06-11 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.027,False,Humidity climbed during dock-door open period in afternoon shift.
-46695,2024-06-11 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.051,False,Thermal overshoot event coincided with recipe change on furnace.
-46696,2024-06-11 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.45,False,Night shift startup produced higher than normal vibration floor.
-46697,2024-06-11 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.371,False,Humidity readings track seasonal rise across late spring.
-46698,2024-06-11 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.956,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46699,2024-06-11 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.166,False,Operator reported intermittent chatter on machine CNC-04.
-46700,2024-06-11 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.522,False,Telemetry quality flag downgraded during sensor self-test window.
-46701,2024-06-11 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.373,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46702,2024-06-11 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.212,False,Pressure settled back to nominal after valve reseat.
-46703,2024-06-11 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.265,False,Humidity climbed during dock-door open period in afternoon shift.
-46704,2024-06-11 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.328,False,Packaging line stop reduced adjacent vibration background.
-46705,2024-06-11 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.221,False,Reliability engineer tagged sample window for model retraining.
-46706,2024-06-11 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.542,False,Machine idle period extended during planned sanitation window.
-46707,2024-06-11 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.143,False,Dust extraction fan offline for 18 minutes on line finishing.
-46708,2024-06-11 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.82,False,Bearing temperature rising faster than baseline on spindle cell.
-46709,2024-06-11 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Maintenance crew confirmed lubrication interval was missed.
-46710,2024-06-11 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.016,False,Telemetry quality flag downgraded during sensor self-test window.
-46711,2024-06-11 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.372,False,Press cycle dwell time lengthened during high-volume batch.
-46712,2024-06-11 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.164,False,Operator reset acknowledged after red-tag inspection.
-46713,2024-06-11 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.575,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46714,2024-06-11 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.32,False,Condensation warning cleared after dehumidifier ramp-up.
-46715,2024-06-11 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.852,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46716,2024-06-11 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.396,False,Short-lived packet loss observed at edge gateway gw-02.
-46717,2024-06-11 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.188,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46718,2024-06-11 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.901,False,Hydraulic line pressure oscillation detected under load.
-46719,2024-06-11 05:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.923,False,Maintenance scheduler deferred calibration due to spare shortage.
-46720,2024-06-11 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,31.897,False,Packaging line stop reduced adjacent vibration background.
-46721,2024-06-11 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.574,False,Humidity baseline improved after seal replacement.
-46722,2024-06-11 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.488,False,Unbalanced load introduced cyclical pressure ripple.
-46723,2024-06-11 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.354,False,Vibration burst exceeds envelope during tool change cycle.
-46724,2024-06-11 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.924,False,Press cycle dwell time lengthened during high-volume batch.
-46725,2024-06-11 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Sensor heartbeat delayed by one interval after gateway retry.
-46726,2024-06-11 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.656,False,Supervisory alert generated after three consecutive threshold breaches.
-46727,2024-06-11 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.962,False,Humidity climbed during dock-door open period in afternoon shift.
-46728,2024-06-11 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.807,False,Short-lived packet loss observed at edge gateway gw-02.
-46729,2024-06-11 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.293,False,Sensor enclosure opened for manual calibration verification.
-46730,2024-06-11 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.738,False,Unbalanced load introduced cyclical pressure ripple.
-46731,2024-06-11 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.888,False,Shift handoff note referenced unusual noise near press enclosure.
-46732,2024-06-11 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.523,False,Temperature variance narrowed after coolant nozzle cleaning.
-46733,2024-06-11 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.657,False,Shift handoff note referenced unusual noise near press enclosure.
-46734,2024-06-11 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.632,False,Temperature remained elevated during unscheduled overtime run.
-46735,2024-06-11 06:30:00,3,pressure,bar,HYD-07,press-line,night,warning,5.995,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46736,2024-06-11 06:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.184,False,Pressure settled back to nominal after valve reseat.
-46737,2024-06-11 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.856,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46738,2024-06-11 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.396,False,Machine throughput increase drove sustained pressure uplift.
-46739,2024-06-11 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.959,False,Temperature remained elevated during unscheduled overtime run.
-46740,2024-06-11 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.669,False,Humidity readings track seasonal rise across late spring.
-46741,2024-06-11 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.903,False,Maintenance scheduler deferred calibration due to spare shortage.
-46742,2024-06-11 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.94,False,Operator reported intermittent chatter on machine CNC-04.
-46743,2024-06-11 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.399,False,Operator reported intermittent chatter on machine CNC-04.
-46744,2024-06-11 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.814,False,Warning threshold updated for pilot predictive-maintenance model.
-46745,2024-06-11 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.933,False,Press cycle dwell time lengthened during high-volume batch.
-46746,2024-06-11 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.1,False,Unbalanced load introduced cyclical pressure ripple.
-46747,2024-06-11 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.704,False,Calibration check overdue by 11 days for press-line transducer.
-46748,2024-06-11 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.584,False,Sensor heartbeat delayed by one interval after gateway retry.
-46749,2024-06-11 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.018,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46750,2024-06-11 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.444,False,Sensor heartbeat delayed by one interval after gateway retry.
-46751,2024-06-11 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.8,False,Humidity readings track seasonal rise across late spring.
-46752,2024-06-11 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.665,False,Humidity baseline improved after seal replacement.
-46753,2024-06-11 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.91,False,Calibration check overdue by 11 days for press-line transducer.
-46754,2024-06-11 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.855,False,Maintenance note logged for coupling imbalance inspection.
-46755,2024-06-11 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.422,False,Supervisory alert generated after three consecutive threshold breaches.
-46756,2024-06-11 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.254,False,Vibration baseline recovered after tool holder replacement.
-46757,2024-06-11 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.009,False,Humidity readings track seasonal rise across late spring.
-46758,2024-06-11 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.079,False,Vibration baseline recovered after tool holder replacement.
-46759,2024-06-11 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.951,False,Thermal overshoot event coincided with recipe change on furnace.
-46760,2024-06-11 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.296,False,Condensation warning cleared after dehumidifier ramp-up.
-46761,2024-06-11 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.152,False,Humidity excursion near finishing booth during coating run.
-46762,2024-06-11 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.647,False,Humidity climbed during dock-door open period in afternoon shift.
-46763,2024-06-11 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.297,False,Sensor battery health remains nominal after firmware update.
-46764,2024-06-11 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.068,False,Machine idle period extended during planned sanitation window.
-46765,2024-06-11 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.351,False,Vibration baseline recovered after tool holder replacement.
-46766,2024-06-11 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.752,False,Shift handoff note referenced unusual noise near press enclosure.
-46767,2024-06-11 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.447,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46768,2024-06-11 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.265,False,Humidity excursion near finishing booth during coating run.
-46769,2024-06-11 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.185,False,Quality hold reduced finishing booth activity for one shift.
-46770,2024-06-11 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.009,False,Anomaly review flagged possible bearing wear progression.
-46771,2024-06-11 09:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.474,False,Anomaly review flagged possible bearing wear progression.
-46772,2024-06-11 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.044,False,Warning threshold updated for pilot predictive-maintenance model.
-46773,2024-06-11 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.738,False,Machine throughput increase drove sustained pressure uplift.
-46774,2024-06-11 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.529,False,Humidity climbed during dock-door open period in afternoon shift.
-46775,2024-06-11 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.163,False,Night shift startup produced higher than normal vibration floor.
-46776,2024-06-11 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.008,False,Edge collector replayed buffered events after network recovery.
-46777,2024-06-11 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.794,False,Night shift startup produced higher than normal vibration floor.
-46778,2024-06-11 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.299,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46779,2024-06-11 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.396,False,Operator reset acknowledged after red-tag inspection.
-46780,2024-06-11 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.967,False,Pressure settled back to nominal after valve reseat.
-46781,2024-06-11 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.175,False,Coolant loop adjustment reduced chamber temperature spread.
-46782,2024-06-11 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.775,False,Operator reported intermittent chatter on machine CNC-04.
-46783,2024-06-11 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.74,False,Quality hold reduced finishing booth activity for one shift.
-46784,2024-06-11 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.504,False,Supervisory alert generated after three consecutive threshold breaches.
-46785,2024-06-11 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.725,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46786,2024-06-11 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.473,False,Temporary gateway failover completed without data loss.
-46787,2024-06-11 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.896,False,Warning threshold updated for pilot predictive-maintenance model.
-46788,2024-06-11 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.123,False,Temperature variance narrowed after coolant nozzle cleaning.
-46789,2024-06-11 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.192,False,Quality team requested trace review for lot 24-118B.
-46790,2024-06-11 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.699,False,Compressed air fluctuation introduced pressure noise for two cycles.
-46791,2024-06-11 11:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.859,False,Humidity readings track seasonal rise across late spring.
-46792,2024-06-11 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.699,False,Operator reset acknowledged after red-tag inspection.
-46793,2024-06-11 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.94,False,Humidity baseline improved after seal replacement.
-46794,2024-06-11 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.317,False,Hydraulic line pressure oscillation detected under load.
-46795,2024-06-11 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.46,False,Compressed air fluctuation introduced pressure noise for two cycles.
-46796,2024-06-11 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.86,False,Thermal overshoot event coincided with recipe change on furnace.
-46797,2024-06-11 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,3.597,False,Sensor heartbeat delayed by one interval after gateway retry.
-46798,2024-06-11 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.655,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46799,2024-06-11 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.341,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46800,2024-06-11 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.627,False,Air handler maintenance reduced humidity variance on finishing line.
-46801,2024-06-11 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.368,False,Quality team requested trace review for lot 24-118B.
-46802,2024-06-11 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.394,False,Vibration baseline recovered after tool holder replacement.
-46803,2024-06-11 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.837,False,Bearing temperature rising faster than baseline on spindle cell.
-46804,2024-06-11 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.737,False,Humidity climbed during dock-door open period in afternoon shift.
-46805,2024-06-11 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.669,False,Machine throughput increase drove sustained pressure uplift.
-46806,2024-06-11 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.979,False,Condensation warning cleared after dehumidifier ramp-up.
-46807,2024-06-11 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.27,False,Pressure settled back to nominal after valve reseat.
-46808,2024-06-11 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.42,False,Air handler maintenance reduced humidity variance on finishing line.
-46809,2024-06-11 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.345,False,Sensor heartbeat delayed by one interval after gateway retry.
-46810,2024-06-11 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,54.67,False,Vibration baseline recovered after tool holder replacement.
-46811,2024-06-11 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.704,False,Sensor battery health remains nominal after firmware update.
-46812,2024-06-11 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.482,False,Machine idle period extended during planned sanitation window.
-46813,2024-06-11 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.52,False,Transient outlier matched forklift impact near cabinet wall.
-46814,2024-06-11 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.519,False,Telemetry quality flag downgraded during sensor self-test window.
-46815,2024-06-11 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.597,False,Humidity excursion near finishing booth during coating run.
-46816,2024-06-11 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.034,False,Coolant loop adjustment reduced chamber temperature spread.
-46817,2024-06-11 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,SCADA backfill inserted two delayed telemetry points.
-46818,2024-06-11 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.252,False,Vibration baseline recovered after tool holder replacement.
-46819,2024-06-11 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.045,False,Vibration burst exceeds envelope during tool change cycle.
-46820,2024-06-11 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.646,False,Pressure settled back to nominal after valve reseat.
-46821,2024-06-11 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.195,False,Maintenance crew confirmed lubrication interval was missed.
-46822,2024-06-11 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.402,False,Shift handoff note referenced unusual noise near press enclosure.
-46823,2024-06-11 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.827,False,Thermal ramp exceeded expected warmup curve before shift start.
-46824,2024-06-11 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.691,False,Vibration harmonics broadened during extended production run.
-46825,2024-06-11 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.148,False,Transient outlier matched forklift impact near cabinet wall.
-46826,2024-06-11 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,77.409,False,Sensor heartbeat delayed by one interval after gateway retry.
-46827,2024-06-11 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.551,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46828,2024-06-11 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.47,False,Compressed air fluctuation introduced pressure noise for two cycles.
-46829,2024-06-11 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.795,False,Coolant loop adjustment reduced chamber temperature spread.
-46830,2024-06-11 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.171,False,Pressure peak corresponds to oversized billet batch processing.
-46831,2024-06-11 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.168,False,Maintenance scheduler deferred calibration due to spare shortage.
-46832,2024-06-11 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.265,False,Quality hold reduced finishing booth activity for one shift.
-46833,2024-06-11 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.977,False,Night shift startup produced higher than normal vibration floor.
-46834,2024-06-11 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.139,False,Operator reported intermittent chatter on machine CNC-04.
-46835,2024-06-11 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.009,False,Operator reset acknowledged after red-tag inspection.
-46836,2024-06-11 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.171,False,Press cycle dwell time lengthened during high-volume batch.
-46837,2024-06-11 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.766,False,Sensor signal clipping observed during startup surge.
-46838,2024-06-11 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.814,False,Operator reset acknowledged after red-tag inspection.
-46839,2024-06-11 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.55,False,Short-lived packet loss observed at edge gateway gw-02.
-46840,2024-06-11 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.722,False,Calibration check overdue by 11 days for press-line transducer.
-46841,2024-06-11 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.016,False,Short-lived packet loss observed at edge gateway gw-02.
-46842,2024-06-11 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.192,False,Reliability engineer tagged sample window for model retraining.
-46843,2024-06-11 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.59,False,Edge collector replayed buffered events after network recovery.
-46844,2024-06-11 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.105,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46845,2024-06-11 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.234,False,Maintenance note logged for coupling imbalance inspection.
-46846,2024-06-11 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.016,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46847,2024-06-11 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.098,False,Humidity readings track seasonal rise across late spring.
-46848,2024-06-11 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.469,False,Quality hold reduced finishing booth activity for one shift.
-46849,2024-06-11 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.752,False,Bearing temperature rising faster than baseline on spindle cell.
-46850,2024-06-11 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.645,False,Condensation warning cleared after dehumidifier ramp-up.
-46851,2024-06-11 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.259,False,Humidity baseline improved after seal replacement.
-46852,2024-06-11 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.255,False,Sensor signal clipping observed during startup surge.
-46853,2024-06-11 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.874,False,Maintenance scheduler deferred calibration due to spare shortage.
-46854,2024-06-11 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.397,False,Dust extraction fan offline for 18 minutes on line finishing.
-46855,2024-06-11 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.655,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46856,2024-06-11 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.863,False,Air handler maintenance reduced humidity variance on finishing line.
-46857,2024-06-11 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.17,False,Packaging line stop reduced adjacent vibration background.
-46858,2024-06-11 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.911,False,Pressure settled back to nominal after valve reseat.
-46859,2024-06-11 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.965,False,Sensor battery health remains nominal after firmware update.
-46860,2024-06-11 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.009,False,Vibration harmonics broadened during extended production run.
-46861,2024-06-11 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.058,False,Temperature remained elevated during unscheduled overtime run.
-46862,2024-06-11 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.215,False,Maintenance crew confirmed lubrication interval was missed.
-46863,2024-06-11 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.679,False,Calibration check overdue by 11 days for press-line transducer.
-46864,2024-06-11 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.56,False,Hydraulic line pressure oscillation detected under load.
-46865,2024-06-11 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.418,False,Maintenance crew confirmed lubrication interval was missed.
-46866,2024-06-11 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.398,False,Humidity baseline improved after seal replacement.
-46867,2024-06-11 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.926,False,Pressure settled back to nominal after valve reseat.
-46868,2024-06-11 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.737,False,Pressure line purge completed before restart authorization.
-46869,2024-06-11 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.747,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46870,2024-06-11 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.683,False,Bearing temperature rising faster than baseline on spindle cell.
-46871,2024-06-11 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.343,False,Humidity climbed during dock-door open period in afternoon shift.
-46872,2024-06-11 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.616,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46873,2024-06-11 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.66,False,Pressure peak corresponds to oversized billet batch processing.
-46874,2024-06-11 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.191,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46875,2024-06-11 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.268,False,Maintenance scheduler deferred calibration due to spare shortage.
-46876,2024-06-11 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.318,False,Vibration burst exceeds envelope during tool change cycle.
-46877,2024-06-11 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Sensor signal clipping observed during startup surge.
-46878,2024-06-11 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.801,False,Operator reported intermittent chatter on machine CNC-04.
-46879,2024-06-11 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.755,False,Vibration burst exceeds envelope during tool change cycle.
-46880,2024-06-11 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.5,False,Shift handoff note referenced unusual noise near press enclosure.
-46881,2024-06-11 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.019,False,Pressure line purge completed before restart authorization.
-46882,2024-06-11 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.158,False,SCADA backfill inserted two delayed telemetry points.
-46883,2024-06-11 18:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.915,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46884,2024-06-11 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.141,False,Telemetry quality flag downgraded during sensor self-test window.
-46885,2024-06-11 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.779,False,Unbalanced load introduced cyclical pressure ripple.
-46886,2024-06-11 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.016,False,Shift handoff note referenced unusual noise near press enclosure.
-46887,2024-06-11 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.061,False,Temperature variance narrowed after coolant nozzle cleaning.
-46888,2024-06-11 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.007,False,Maintenance note logged for coupling imbalance inspection.
-46889,2024-06-11 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.54,False,Warning threshold updated for pilot predictive-maintenance model.
-46890,2024-06-11 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.428,False,Thermal ramp exceeded expected warmup curve before shift start.
-46891,2024-06-11 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.189,False,Sensor heartbeat delayed by one interval after gateway retry.
-46892,2024-06-11 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.334,False,Thermal overshoot event coincided with recipe change on furnace.
-46893,2024-06-11 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.014,False,Humidity climbed during dock-door open period in afternoon shift.
-46894,2024-06-11 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.215,False,Supervisory alert generated after three consecutive threshold breaches.
-46895,2024-06-11 19:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.74,False,Packaging line stop reduced adjacent vibration background.
-46896,2024-06-11 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.11,False,Operator reported intermittent chatter on machine CNC-04.
-46897,2024-06-11 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.304,False,Machine idle period extended during planned sanitation window.
-46898,2024-06-11 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.758,False,Sensor enclosure opened for manual calibration verification.
-46899,2024-06-11 20:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.712,False,Bearing temperature rising faster than baseline on spindle cell.
-46900,2024-06-11 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.362,False,Bearing temperature rising faster than baseline on spindle cell.
-46901,2024-06-11 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.83,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46902,2024-06-11 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.96,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-46903,2024-06-11 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.935,False,Thermal overshoot event coincided with recipe change on furnace.
-46904,2024-06-11 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.718,False,Sensor enclosure opened for manual calibration verification.
-46905,2024-06-11 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.369,False,Hydraulic line pressure oscillation detected under load.
-46906,2024-06-11 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.712,False,Ambient temperature stabilized after HVAC stage-two engagement.
-46907,2024-06-11 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.519,False,Transient outlier matched forklift impact near cabinet wall.
-46908,2024-06-11 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.188,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46909,2024-06-11 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.063,False,Maintenance crew confirmed lubrication interval was missed.
-46910,2024-06-11 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.11,False,Thermal ramp exceeded expected warmup curve before shift start.
-46911,2024-06-11 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.541,False,Humidity excursion near finishing booth during coating run.
-46912,2024-06-11 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.098,False,Humidity baseline improved after seal replacement.
-46913,2024-06-11 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.426,False,Quality team requested trace review for lot 24-118B.
-46914,2024-06-11 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.054,False,Telemetry quality flag downgraded during sensor self-test window.
-46915,2024-06-11 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.13,False,Warning threshold updated for pilot predictive-maintenance model.
-46916,2024-06-11 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.936,False,Condensation warning cleared after dehumidifier ramp-up.
-46917,2024-06-11 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.254,False,Humidity excursion near finishing booth during coating run.
-46918,2024-06-11 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.544,False,Temperature variance narrowed after coolant nozzle cleaning.
-46919,2024-06-11 21:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.19,False,Anomaly review flagged possible bearing wear progression.
-46920,2024-06-11 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.31,False,Thermal ramp exceeded expected warmup curve before shift start.
-46921,2024-06-11 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.065,False,Warning threshold updated for pilot predictive-maintenance model.
-46922,2024-06-11 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.788,False,Pressure settled back to nominal after valve reseat.
-46923,2024-06-11 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.342,False,Bearing temperature rising faster than baseline on spindle cell.
-46924,2024-06-11 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.852,False,Vibration baseline recovered after tool holder replacement.
-46925,2024-06-11 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.454,False,Press cycle dwell time lengthened during high-volume batch.
-46926,2024-06-11 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.49,False,Press cycle dwell time lengthened during high-volume batch.
-46927,2024-06-11 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.117,False,Vibration harmonics broadened during extended production run.
-46928,2024-06-11 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.943,False,Supervisory alert generated after three consecutive threshold breaches.
-46929,2024-06-11 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.953,False,Operator reported intermittent chatter on machine CNC-04.
-46930,2024-06-11 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.594,False,Machine idle period extended during planned sanitation window.
-46931,2024-06-11 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.01,False,Temperature remained elevated during unscheduled overtime run.
-46932,2024-06-11 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.114,False,Humidity readings track seasonal rise across late spring.
-46933,2024-06-11 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.833,False,Pressure line purge completed before restart authorization.
-46934,2024-06-11 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.963,False,Unbalanced load introduced cyclical pressure ripple.
-46935,2024-06-11 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.43,False,Machine idle period extended during planned sanitation window.
-46936,2024-06-11 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.437,False,Edge collector replayed buffered events after network recovery.
-46937,2024-06-11 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.718,False,Shift handoff note referenced unusual noise near press enclosure.
-46938,2024-06-11 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.178,False,Vibration harmonics broadened during extended production run.
-46939,2024-06-11 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.169,False,Maintenance crew confirmed lubrication interval was missed.
-46940,2024-06-11 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.451,False,Pressure line purge completed before restart authorization.
-46941,2024-06-11 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.729,False,Night shift startup produced higher than normal vibration floor.
-46942,2024-06-11 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.308,False,Edge collector replayed buffered events after network recovery.
-46943,2024-06-11 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.378,False,Operator reset acknowledged after red-tag inspection.
-46944,2024-06-11 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.53,False,Condensation warning cleared after dehumidifier ramp-up.
-46945,2024-06-12 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.212,False,Coolant loop adjustment reduced chamber temperature spread.
-46946,2024-06-12 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.9,False,Sensor battery health remains nominal after firmware update.
-46947,2024-06-12 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.79,False,Transient outlier matched forklift impact near cabinet wall.
-46948,2024-06-12 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.866,False,Short-lived packet loss observed at edge gateway gw-02.
-46949,2024-06-12 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.869,False,Transient outlier matched forklift impact near cabinet wall.
-46950,2024-06-12 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.619,False,Vibration harmonics broadened during extended production run.
-46951,2024-06-12 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.594,False,Short-lived packet loss observed at edge gateway gw-02.
-46952,2024-06-12 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.921,False,Humidity baseline improved after seal replacement.
-46953,2024-06-12 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.461,False,Coolant loop adjustment reduced chamber temperature spread.
-46954,2024-06-12 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.951,False,Air handler maintenance reduced humidity variance on finishing line.
-46955,2024-06-12 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.611,False,Temperature remained elevated during unscheduled overtime run.
-46956,2024-06-12 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.099,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46957,2024-06-12 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.365,False,Press cycle dwell time lengthened during high-volume batch.
-46958,2024-06-12 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.011,False,Reliability engineer tagged sample window for model retraining.
-46959,2024-06-12 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.934,False,Quality team requested trace review for lot 24-118B.
-46960,2024-06-12 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.562,False,Packaging line stop reduced adjacent vibration background.
-46961,2024-06-12 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.978,False,Humidity baseline improved after seal replacement.
-46962,2024-06-12 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.785,False,Sensor 3 drift suspected after cross-check with manual gauge.
-46963,2024-06-12 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.908,False,Reliability engineer tagged sample window for model retraining.
-46964,2024-06-12 01:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,43.195,False,Air handler maintenance reduced humidity variance on finishing line.
-46965,2024-06-12 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.506,False,Press cycle dwell time lengthened during high-volume batch.
-46966,2024-06-12 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.166,False,Short-lived packet loss observed at edge gateway gw-02.
-46967,2024-06-12 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.87,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46968,2024-06-12 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.156,False,Temperature remained elevated during unscheduled overtime run.
-46969,2024-06-12 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.246,False,Calibration check overdue by 11 days for press-line transducer.
-46970,2024-06-12 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.873,False,Humidity readings track seasonal rise across late spring.
-46971,2024-06-12 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.786,False,Sensor battery health remains nominal after firmware update.
-46972,2024-06-12 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.48,False,Sensor battery health remains nominal after firmware update.
-46973,2024-06-12 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.022,False,Night shift startup produced higher than normal vibration floor.
-46974,2024-06-12 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.506,False,Short-lived packet loss observed at edge gateway gw-02.
-46975,2024-06-12 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.589,False,Temperature variance narrowed after coolant nozzle cleaning.
-46976,2024-06-12 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.472,False,Thermal overshoot event coincided with recipe change on furnace.
-46977,2024-06-12 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.916,False,Temporary gateway failover completed without data loss.
-46978,2024-06-12 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.866,False,Vibration burst exceeds envelope during tool change cycle.
-46979,2024-06-12 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.596,False,Maintenance note logged for coupling imbalance inspection.
-46980,2024-06-12 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.457,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-46981,2024-06-12 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.749,False,Operator reset acknowledged after red-tag inspection.
-46982,2024-06-12 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.1,False,Maintenance note logged for coupling imbalance inspection.
-46983,2024-06-12 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.573,False,Heat-treat furnace door cycling increased localized temperature spikes.
-46984,2024-06-12 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.063,False,Vibration burst exceeds envelope during tool change cycle.
-46985,2024-06-12 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.56,False,Operator reported intermittent chatter on machine CNC-04.
-46986,2024-06-12 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.188,False,Unbalanced load introduced cyclical pressure ripple.
-46987,2024-06-12 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.848,False,Calibration check overdue by 11 days for press-line transducer.
-46988,2024-06-12 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.558,False,Reliability engineer tagged sample window for model retraining.
-46989,2024-06-12 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.867,False,Maintenance note logged for coupling imbalance inspection.
-46990,2024-06-12 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.783,False,Supervisory alert generated after three consecutive threshold breaches.
-46991,2024-06-12 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.351,False,Operator reported intermittent chatter on machine CNC-04.
-46992,2024-06-12 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.995,False,Thermal overshoot event coincided with recipe change on furnace.
-46993,2024-06-12 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.691,False,Thermal ramp exceeded expected warmup curve before shift start.
-46994,2024-06-12 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.641,False,Thermal overshoot event coincided with recipe change on furnace.
-46995,2024-06-12 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.996,False,Unbalanced load introduced cyclical pressure ripple.
-46996,2024-06-12 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.773,False,Transient outlier matched forklift impact near cabinet wall.
-46997,2024-06-12 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.161,False,Humidity climbed during dock-door open period in afternoon shift.
-46998,2024-06-12 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.143,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-46999,2024-06-12 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.021,False,SCADA backfill inserted two delayed telemetry points.
-47000,2024-06-12 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.595,False,Coolant loop adjustment reduced chamber temperature spread.
-47001,2024-06-12 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.136,False,Operator reported intermittent chatter on machine CNC-04.
-47002,2024-06-12 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.562,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47003,2024-06-12 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.331,False,Humidity readings track seasonal rise across late spring.
-47004,2024-06-12 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.809,False,Coolant loop adjustment reduced chamber temperature spread.
-47005,2024-06-12 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.29,False,Short-lived packet loss observed at edge gateway gw-02.
-47006,2024-06-12 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.629,False,Telemetry quality flag downgraded during sensor self-test window.
-47007,2024-06-12 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.849,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47008,2024-06-12 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.931,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47009,2024-06-12 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.451,False,Thermal ramp exceeded expected warmup curve before shift start.
-47010,2024-06-12 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.875,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47011,2024-06-12 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.796,False,Operator reported intermittent chatter on machine CNC-04.
-47012,2024-06-12 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.657,False,Temporary gateway failover completed without data loss.
-47013,2024-06-12 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.47,False,Bearing temperature rising faster than baseline on spindle cell.
-47014,2024-06-12 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.398,False,Machine idle period extended during planned sanitation window.
-47015,2024-06-12 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.027,False,Edge collector replayed buffered events after network recovery.
-47016,2024-06-12 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.259,False,Maintenance crew confirmed lubrication interval was missed.
-47017,2024-06-12 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.29,False,Anomaly review flagged possible bearing wear progression.
-47018,2024-06-12 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.425,False,Thermal ramp exceeded expected warmup curve before shift start.
-47019,2024-06-12 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.656,False,Shift handoff note referenced unusual noise near press enclosure.
-47020,2024-06-12 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.672,False,Thermal overshoot event coincided with recipe change on furnace.
-47021,2024-06-12 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.196,False,Thermal ramp exceeded expected warmup curve before shift start.
-47022,2024-06-12 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.314,False,Sensor battery health remains nominal after firmware update.
-47023,2024-06-12 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.166,False,Unbalanced load introduced cyclical pressure ripple.
-47024,2024-06-12 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.761,False,Maintenance note logged for coupling imbalance inspection.
-47025,2024-06-12 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.824,False,Humidity readings track seasonal rise across late spring.
-47026,2024-06-12 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.365,False,Sensor enclosure opened for manual calibration verification.
-47027,2024-06-12 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.657,False,Supervisory alert generated after three consecutive threshold breaches.
-47028,2024-06-12 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.581,False,Temperature variance narrowed after coolant nozzle cleaning.
-47029,2024-06-12 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.953,False,Calibration check overdue by 11 days for press-line transducer.
-47030,2024-06-12 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.137,False,Humidity readings track seasonal rise across late spring.
-47031,2024-06-12 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.735,False,Pressure line purge completed before restart authorization.
-47032,2024-06-12 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.754,False,Vibration baseline recovered after tool holder replacement.
-47033,2024-06-12 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.291,False,Vibration baseline recovered after tool holder replacement.
-47034,2024-06-12 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.301,False,Supervisory alert generated after three consecutive threshold breaches.
-47035,2024-06-12 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.895,False,Pressure line purge completed before restart authorization.
-47036,2024-06-12 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.335,False,Machine throughput increase drove sustained pressure uplift.
-47037,2024-06-12 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.836,False,Operator reset acknowledged after red-tag inspection.
-47038,2024-06-12 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.365,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47039,2024-06-12 07:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.043,False,Pressure settled back to nominal after valve reseat.
-47040,2024-06-12 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.993,False,Thermal overshoot event coincided with recipe change on furnace.
-47041,2024-06-12 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.898,False,Temperature remained elevated during unscheduled overtime run.
-47042,2024-06-12 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.689,False,Thermal overshoot event coincided with recipe change on furnace.
-47043,2024-06-12 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.647,False,Night shift startup produced higher than normal vibration floor.
-47044,2024-06-12 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.547,False,Sensor heartbeat delayed by one interval after gateway retry.
-47045,2024-06-12 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.853,False,Press cycle dwell time lengthened during high-volume batch.
-47046,2024-06-12 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.123,False,Maintenance scheduler deferred calibration due to spare shortage.
-47047,2024-06-12 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.967,False,Night shift startup produced higher than normal vibration floor.
-47048,2024-06-12 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.943,False,Anomaly review flagged possible bearing wear progression.
-47049,2024-06-12 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.026,False,Temperature variance narrowed after coolant nozzle cleaning.
-47050,2024-06-12 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.602,False,Supervisory alert generated after three consecutive threshold breaches.
-47051,2024-06-12 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.627,False,Press cycle dwell time lengthened during high-volume batch.
-47052,2024-06-12 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.609,False,Supervisory alert generated after three consecutive threshold breaches.
-47053,2024-06-12 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.848,False,Telemetry quality flag downgraded during sensor self-test window.
-47054,2024-06-12 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.405,False,Sensor signal clipping observed during startup surge.
-47055,2024-06-12 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.972,False,Packaging line stop reduced adjacent vibration background.
-47056,2024-06-12 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.313,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47057,2024-06-12 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.102,False,Machine throughput increase drove sustained pressure uplift.
-47058,2024-06-12 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.774,False,Hydraulic line pressure oscillation detected under load.
-47059,2024-06-12 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.772,False,Pressure settled back to nominal after valve reseat.
-47060,2024-06-12 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.879,False,Calibration check overdue by 11 days for press-line transducer.
-47061,2024-06-12 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.209,False,Vibration harmonics broadened during extended production run.
-47062,2024-06-12 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.309,False,Short-lived packet loss observed at edge gateway gw-02.
-47063,2024-06-12 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.414,False,Vibration harmonics broadened during extended production run.
-47064,2024-06-12 09:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.186,False,Temporary gateway failover completed without data loss.
-47065,2024-06-12 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.593,False,Sensor enclosure opened for manual calibration verification.
-47066,2024-06-12 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.459,False,Quality team requested trace review for lot 24-118B.
-47067,2024-06-12 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Operator reset acknowledged after red-tag inspection.
-47068,2024-06-12 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.567,False,Temperature variance narrowed after coolant nozzle cleaning.
-47069,2024-06-12 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.761,False,Condensation warning cleared after dehumidifier ramp-up.
-47070,2024-06-12 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.352,False,Pressure peak corresponds to oversized billet batch processing.
-47071,2024-06-12 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.702,False,Unbalanced load introduced cyclical pressure ripple.
-47072,2024-06-12 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.505,False,Shift handoff note referenced unusual noise near press enclosure.
-47073,2024-06-12 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.071,False,Vibration harmonics broadened during extended production run.
-47074,2024-06-12 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.843,False,Pressure peak corresponds to oversized billet batch processing.
-47075,2024-06-12 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.447,False,Pressure settled back to nominal after valve reseat.
-47076,2024-06-12 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.528,False,Maintenance scheduler deferred calibration due to spare shortage.
-47077,2024-06-12 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.096,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47078,2024-06-12 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.991,False,Shift handoff note referenced unusual noise near press enclosure.
-47079,2024-06-12 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.465,False,Shift handoff note referenced unusual noise near press enclosure.
-47080,2024-06-12 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.69,False,Transient outlier matched forklift impact near cabinet wall.
-47081,2024-06-12 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.948,False,Quality hold reduced finishing booth activity for one shift.
-47082,2024-06-12 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.968,False,Operator reported intermittent chatter on machine CNC-04.
-47083,2024-06-12 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.573,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47084,2024-06-12 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.864,False,Sensor signal clipping observed during startup surge.
-47085,2024-06-12 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.863,False,Vibration burst exceeds envelope during tool change cycle.
-47086,2024-06-12 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.075,False,Quality team requested trace review for lot 24-118B.
-47087,2024-06-12 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.074,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47088,2024-06-12 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.206,False,Humidity baseline improved after seal replacement.
-47089,2024-06-12 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.956,False,Maintenance note logged for coupling imbalance inspection.
-47090,2024-06-12 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.872,False,Humidity excursion near finishing booth during coating run.
-47091,2024-06-12 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.218,False,Coolant loop adjustment reduced chamber temperature spread.
-47092,2024-06-12 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.192,False,Temperature variance narrowed after coolant nozzle cleaning.
-47093,2024-06-12 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.878,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47094,2024-06-12 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.847,False,Quality hold reduced finishing booth activity for one shift.
-47095,2024-06-12 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.514,False,Press cycle dwell time lengthened during high-volume batch.
-47096,2024-06-12 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,55.279,False,Machine throughput increase drove sustained pressure uplift.
-47097,2024-06-12 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.315,False,Bearing temperature rising faster than baseline on spindle cell.
-47098,2024-06-12 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.57,False,Vibration harmonics broadened during extended production run.
-47099,2024-06-12 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.107,False,Pressure line purge completed before restart authorization.
-47100,2024-06-12 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.166,False,Sensor enclosure opened for manual calibration verification.
-47101,2024-06-12 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.459,False,Quality hold reduced finishing booth activity for one shift.
-47102,2024-06-12 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.322,False,Sensor heartbeat delayed by one interval after gateway retry.
-47103,2024-06-12 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.652,False,Edge collector replayed buffered events after network recovery.
-47104,2024-06-12 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.398,False,Telemetry quality flag downgraded during sensor self-test window.
-47105,2024-06-12 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.197,False,Vibration baseline recovered after tool holder replacement.
-47106,2024-06-12 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,75.899,False,Quality hold reduced finishing booth activity for one shift.
-47107,2024-06-12 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.743,False,Anomaly review flagged possible bearing wear progression.
-47108,2024-06-12 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.789,False,Air handler maintenance reduced humidity variance on finishing line.
-47109,2024-06-12 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.711,False,Machine idle period extended during planned sanitation window.
-47110,2024-06-12 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.5,False,Humidity readings track seasonal rise across late spring.
-47111,2024-06-12 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.281,False,Pressure peak corresponds to oversized billet batch processing.
-47112,2024-06-12 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.046,False,Calibration check overdue by 11 days for press-line transducer.
-47113,2024-06-12 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.974,False,Thermal overshoot event coincided with recipe change on furnace.
-47114,2024-06-12 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.117,False,Quality team requested trace review for lot 24-118B.
-47115,2024-06-12 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.611,False,Maintenance scheduler deferred calibration due to spare shortage.
-47116,2024-06-12 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.477,False,Transient outlier matched forklift impact near cabinet wall.
-47117,2024-06-12 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.899,False,Maintenance crew confirmed lubrication interval was missed.
-47118,2024-06-12 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.686,False,Humidity baseline improved after seal replacement.
-47119,2024-06-12 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.383,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47120,2024-06-12 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.866,False,Hydraulic line pressure oscillation detected under load.
-47121,2024-06-12 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.402,False,Short-lived packet loss observed at edge gateway gw-02.
-47122,2024-06-12 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.956,False,Vibration burst exceeds envelope during tool change cycle.
-47123,2024-06-12 14:50:00,3,pressure,bar,HYD-07,press-line,day,critical,6.84,False,Humidity excursion near finishing booth during coating run.
-47124,2024-06-12 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.703,False,Maintenance crew confirmed lubrication interval was missed.
-47125,2024-06-12 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.526,False,Coolant loop adjustment reduced chamber temperature spread.
-47126,2024-06-12 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.431,False,Operator reset acknowledged after red-tag inspection.
-47127,2024-06-12 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.47,False,Bearing temperature rising faster than baseline on spindle cell.
-47128,2024-06-12 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.792,False,Maintenance note logged for coupling imbalance inspection.
-47129,2024-06-12 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.122,False,Operator reported intermittent chatter on machine CNC-04.
-47130,2024-06-12 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.216,False,Pressure peak corresponds to oversized billet batch processing.
-47131,2024-06-12 15:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.311,False,Temporary gateway failover completed without data loss.
-47132,2024-06-12 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.272,False,Air handler maintenance reduced humidity variance on finishing line.
-47133,2024-06-12 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.65,False,Vibration baseline recovered after tool holder replacement.
-47134,2024-06-12 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.066,False,Thermal overshoot event coincided with recipe change on furnace.
-47135,2024-06-12 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.137,False,Calibration check overdue by 11 days for press-line transducer.
-47136,2024-06-12 15:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.17,False,Vibration baseline recovered after tool holder replacement.
-47137,2024-06-12 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.79,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47138,2024-06-12 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.37,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47139,2024-06-12 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.17,False,Telemetry quality flag downgraded during sensor self-test window.
-47140,2024-06-12 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.447,False,Warning threshold updated for pilot predictive-maintenance model.
-47141,2024-06-12 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.21,False,Anomaly review flagged possible bearing wear progression.
-47142,2024-06-12 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.594,False,Machine throughput increase drove sustained pressure uplift.
-47143,2024-06-12 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.276,False,Warning threshold updated for pilot predictive-maintenance model.
-47144,2024-06-12 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,43.982,False,Condensation warning cleared after dehumidifier ramp-up.
-47145,2024-06-12 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.214,False,Humidity climbed during dock-door open period in afternoon shift.
-47146,2024-06-12 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.268,False,Vibration burst exceeds envelope during tool change cycle.
-47147,2024-06-12 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.949,False,Humidity excursion near finishing booth during coating run.
-47148,2024-06-12 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.071,False,SCADA backfill inserted two delayed telemetry points.
-47149,2024-06-12 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.05,False,Bearing temperature rising faster than baseline on spindle cell.
-47150,2024-06-12 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.07,False,Warning threshold updated for pilot predictive-maintenance model.
-47151,2024-06-12 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.77,False,Temporary gateway failover completed without data loss.
-47152,2024-06-12 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.418,False,Bearing temperature rising faster than baseline on spindle cell.
-47153,2024-06-12 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.501,False,Unbalanced load introduced cyclical pressure ripple.
-47154,2024-06-12 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.595,False,Anomaly review flagged possible bearing wear progression.
-47155,2024-06-12 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.331,False,Reliability engineer tagged sample window for model retraining.
-47156,2024-06-12 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.549,False,Vibration harmonics broadened during extended production run.
-47157,2024-06-12 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Vibration harmonics broadened during extended production run.
-47158,2024-06-12 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.722,False,Operator reported intermittent chatter on machine CNC-04.
-47159,2024-06-12 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.998,False,Machine throughput increase drove sustained pressure uplift.
-47160,2024-06-12 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.379,False,Packaging line stop reduced adjacent vibration background.
-47161,2024-06-12 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.453,False,Pressure peak corresponds to oversized billet batch processing.
-47162,2024-06-12 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.392,False,Humidity excursion near finishing booth during coating run.
-47163,2024-06-12 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.194,False,Operator reset acknowledged after red-tag inspection.
-47164,2024-06-12 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.917,False,Maintenance note logged for coupling imbalance inspection.
-47165,2024-06-12 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.289,False,Press cycle dwell time lengthened during high-volume batch.
-47166,2024-06-12 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.437,False,Vibration burst exceeds envelope during tool change cycle.
-47167,2024-06-12 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.451,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47168,2024-06-12 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.364,False,Sensor enclosure opened for manual calibration verification.
-47169,2024-06-12 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.377,False,Humidity excursion near finishing booth during coating run.
-47170,2024-06-12 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.081,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47171,2024-06-12 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.942,False,Transient outlier matched forklift impact near cabinet wall.
-47172,2024-06-12 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.135,False,Vibration burst exceeds envelope during tool change cycle.
-47173,2024-06-12 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.311,False,Operator reported intermittent chatter on machine CNC-04.
-47174,2024-06-12 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.181,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47175,2024-06-12 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.748,False,Air handler maintenance reduced humidity variance on finishing line.
-47176,2024-06-12 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.762,False,Vibration burst exceeds envelope during tool change cycle.
-47177,2024-06-12 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.551,False,Night shift startup produced higher than normal vibration floor.
-47178,2024-06-12 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.985,False,Thermal overshoot event coincided with recipe change on furnace.
-47179,2024-06-12 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.495,False,Humidity climbed during dock-door open period in afternoon shift.
-47180,2024-06-12 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.797,False,Packaging line stop reduced adjacent vibration background.
-47181,2024-06-12 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.721,False,Machine throughput increase drove sustained pressure uplift.
-47182,2024-06-12 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.893,False,Thermal ramp exceeded expected warmup curve before shift start.
-47183,2024-06-12 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.344,False,Reliability engineer tagged sample window for model retraining.
-47184,2024-06-12 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.796,False,Pressure peak corresponds to oversized billet batch processing.
-47185,2024-06-12 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.658,False,Maintenance scheduler deferred calibration due to spare shortage.
-47186,2024-06-12 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.19,False,Packaging line stop reduced adjacent vibration background.
-47187,2024-06-12 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.186,False,Humidity baseline improved after seal replacement.
-47188,2024-06-12 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,44.733,False,Humidity readings track seasonal rise across late spring.
-47189,2024-06-12 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.304,False,Vibration burst exceeds envelope during tool change cycle.
-47190,2024-06-12 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.726,False,Calibration check overdue by 11 days for press-line transducer.
-47191,2024-06-12 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.613,False,Dust extraction fan offline for 18 minutes on line finishing.
-47192,2024-06-12 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.337,False,Sensor heartbeat delayed by one interval after gateway retry.
-47193,2024-06-12 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.695,False,Telemetry quality flag downgraded during sensor self-test window.
-47194,2024-06-12 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.938,False,Night shift startup produced higher than normal vibration floor.
-47195,2024-06-12 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.29,False,Pressure line purge completed before restart authorization.
-47196,2024-06-12 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.68,False,Bearing temperature rising faster than baseline on spindle cell.
-47197,2024-06-12 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.411,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47198,2024-06-12 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.639,False,Operator reset acknowledged after red-tag inspection.
-47199,2024-06-12 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.323,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47200,2024-06-12 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.262,False,Sensor heartbeat delayed by one interval after gateway retry.
-47201,2024-06-12 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.712,False,Thermal ramp exceeded expected warmup curve before shift start.
-47202,2024-06-12 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.804,False,Vibration harmonics broadened during extended production run.
-47203,2024-06-12 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.632,False,Operator reported intermittent chatter on machine CNC-04.
-47204,2024-06-12 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.808,False,Maintenance crew confirmed lubrication interval was missed.
-47205,2024-06-12 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Packaging line stop reduced adjacent vibration background.
-47206,2024-06-12 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.818,False,Pressure line purge completed before restart authorization.
-47207,2024-06-12 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.656,False,Dust extraction fan offline for 18 minutes on line finishing.
-47208,2024-06-12 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.745,False,Sensor heartbeat delayed by one interval after gateway retry.
-47209,2024-06-12 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.496,False,Maintenance note logged for coupling imbalance inspection.
-47210,2024-06-12 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.249,False,Calibration check overdue by 11 days for press-line transducer.
-47211,2024-06-12 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.239,False,Warning threshold updated for pilot predictive-maintenance model.
-47212,2024-06-12 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.259,False,Edge collector replayed buffered events after network recovery.
-47213,2024-06-12 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.042,False,Temperature remained elevated during unscheduled overtime run.
-47214,2024-06-12 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.238,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47215,2024-06-12 22:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.999,False,Vibration baseline recovered after tool holder replacement.
-47216,2024-06-12 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.871,False,Humidity climbed during dock-door open period in afternoon shift.
-47217,2024-06-12 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.236,False,Vibration baseline recovered after tool holder replacement.
-47218,2024-06-12 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.256,False,Bearing temperature rising faster than baseline on spindle cell.
-47219,2024-06-12 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.254,False,Shift handoff note referenced unusual noise near press enclosure.
-47220,2024-06-12 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.645,False,Sensor heartbeat delayed by one interval after gateway retry.
-47221,2024-06-12 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.771,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47222,2024-06-12 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.835,False,Operator reported intermittent chatter on machine CNC-04.
-47223,2024-06-12 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.187,False,Pressure settled back to nominal after valve reseat.
-47224,2024-06-12 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.55,False,Supervisory alert generated after three consecutive threshold breaches.
-47225,2024-06-12 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Sensor enclosure opened for manual calibration verification.
-47226,2024-06-12 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.238,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47227,2024-06-12 23:30:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.196,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47228,2024-06-12 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.546,False,Bearing temperature rising faster than baseline on spindle cell.
-47229,2024-06-12 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.359,False,Temperature remained elevated during unscheduled overtime run.
-47230,2024-06-12 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.43,False,Pressure line purge completed before restart authorization.
-47231,2024-06-12 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.198,False,Machine throughput increase drove sustained pressure uplift.
-47232,2024-06-12 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.216,False,Quality hold reduced finishing booth activity for one shift.
-47233,2024-06-13 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.579,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47234,2024-06-13 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.244,False,Vibration harmonics broadened during extended production run.
-47235,2024-06-13 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.775,False,Sensor battery health remains nominal after firmware update.
-47236,2024-06-13 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.843,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47237,2024-06-13 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.773,False,Pressure settled back to nominal after valve reseat.
-47238,2024-06-13 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.466,False,SCADA backfill inserted two delayed telemetry points.
-47239,2024-06-13 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.996,False,Condensation warning cleared after dehumidifier ramp-up.
-47240,2024-06-13 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.938,False,Sensor signal clipping observed during startup surge.
-47241,2024-06-13 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.212,False,Transient outlier matched forklift impact near cabinet wall.
-47242,2024-06-13 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.427,False,Humidity readings track seasonal rise across late spring.
-47243,2024-06-13 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.28,False,Thermal overshoot event coincided with recipe change on furnace.
-47244,2024-06-13 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.641,False,Thermal overshoot event coincided with recipe change on furnace.
-47245,2024-06-13 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.576,False,Operator reset acknowledged after red-tag inspection.
-47246,2024-06-13 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.537,False,Warning threshold updated for pilot predictive-maintenance model.
-47247,2024-06-13 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.735,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47248,2024-06-13 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.613,False,Shift handoff note referenced unusual noise near press enclosure.
-47249,2024-06-13 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.142,False,Shift handoff note referenced unusual noise near press enclosure.
-47250,2024-06-13 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.762,False,Short-lived packet loss observed at edge gateway gw-02.
-47251,2024-06-13 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.901,False,Quality hold reduced finishing booth activity for one shift.
-47252,2024-06-13 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.455,False,Shift handoff note referenced unusual noise near press enclosure.
-47253,2024-06-13 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.793,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47254,2024-06-13 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.949,False,Machine throughput increase drove sustained pressure uplift.
-47255,2024-06-13 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.946,False,Temperature variance narrowed after coolant nozzle cleaning.
-47256,2024-06-13 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.285,False,Packaging line stop reduced adjacent vibration background.
-47257,2024-06-13 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.202,False,Machine throughput increase drove sustained pressure uplift.
-47258,2024-06-13 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.242,False,Hydraulic line pressure oscillation detected under load.
-47259,2024-06-13 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.842,False,Sensor signal clipping observed during startup surge.
-47260,2024-06-13 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.353,False,Pressure settled back to nominal after valve reseat.
-47261,2024-06-13 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.581,False,Maintenance scheduler deferred calibration due to spare shortage.
-47262,2024-06-13 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.802,False,Dust extraction fan offline for 18 minutes on line finishing.
-47263,2024-06-13 02:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.769,False,Humidity readings track seasonal rise across late spring.
-47264,2024-06-13 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.745,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47265,2024-06-13 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.915,False,Hydraulic line pressure oscillation detected under load.
-47266,2024-06-13 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.365,False,Packaging line stop reduced adjacent vibration background.
-47267,2024-06-13 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.696,False,Maintenance crew confirmed lubrication interval was missed.
-47268,2024-06-13 02:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,37.883,False,Hydraulic line pressure oscillation detected under load.
-47269,2024-06-13 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.449,False,Operator reset acknowledged after red-tag inspection.
-47270,2024-06-13 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.871,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47271,2024-06-13 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.724,False,Temperature remained elevated during unscheduled overtime run.
-47272,2024-06-13 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,44.11,False,Maintenance crew confirmed lubrication interval was missed.
-47273,2024-06-13 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.198,False,Thermal overshoot event coincided with recipe change on furnace.
-47274,2024-06-13 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,66.865,False,Thermal ramp exceeded expected warmup curve before shift start.
-47275,2024-06-13 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.253,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47276,2024-06-13 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.245,False,Quality team requested trace review for lot 24-118B.
-47277,2024-06-13 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.389,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47278,2024-06-13 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.126,False,Sensor signal clipping observed during startup surge.
-47279,2024-06-13 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.247,False,Anomaly review flagged possible bearing wear progression.
-47280,2024-06-13 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.515,False,Sensor signal clipping observed during startup surge.
-47281,2024-06-13 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.771,False,Condensation warning cleared after dehumidifier ramp-up.
-47282,2024-06-13 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.009,False,Calibration check overdue by 11 days for press-line transducer.
-47283,2024-06-13 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.463,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47284,2024-06-13 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.666,False,Humidity climbed during dock-door open period in afternoon shift.
-47285,2024-06-13 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.511,False,Sensor signal clipping observed during startup surge.
-47286,2024-06-13 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.903,False,Maintenance crew confirmed lubrication interval was missed.
-47287,2024-06-13 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.53,False,Machine throughput increase drove sustained pressure uplift.
-47288,2024-06-13 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.667,False,Supervisory alert generated after three consecutive threshold breaches.
-47289,2024-06-13 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.976,False,Vibration burst exceeds envelope during tool change cycle.
-47290,2024-06-13 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.049,False,Vibration harmonics broadened during extended production run.
-47291,2024-06-13 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.185,False,Thermal ramp exceeded expected warmup curve before shift start.
-47292,2024-06-13 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.201,False,Calibration check overdue by 11 days for press-line transducer.
-47293,2024-06-13 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.322,False,Quality team requested trace review for lot 24-118B.
-47294,2024-06-13 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.503,False,Vibration harmonics broadened during extended production run.
-47295,2024-06-13 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.78,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47296,2024-06-13 05:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,51.412,False,Edge collector replayed buffered events after network recovery.
-47297,2024-06-13 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.538,False,Sensor heartbeat delayed by one interval after gateway retry.
-47298,2024-06-13 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.798,False,Vibration harmonics broadened during extended production run.
-47299,2024-06-13 05:30:00,3,pressure,bar,HYD-07,press-line,night,warning,9.041,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47300,2024-06-13 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.835,False,Vibration harmonics broadened during extended production run.
-47301,2024-06-13 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.831,False,Edge collector replayed buffered events after network recovery.
-47302,2024-06-13 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.787,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47303,2024-06-13 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.96,False,Operator reset acknowledged after red-tag inspection.
-47304,2024-06-13 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.023,False,Humidity baseline improved after seal replacement.
-47305,2024-06-13 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.742,False,Anomaly review flagged possible bearing wear progression.
-47306,2024-06-13 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.771,False,Humidity baseline improved after seal replacement.
-47307,2024-06-13 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.646,False,Machine throughput increase drove sustained pressure uplift.
-47308,2024-06-13 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.232,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47309,2024-06-13 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.461,False,Temperature remained elevated during unscheduled overtime run.
-47310,2024-06-13 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.601,False,Packaging line stop reduced adjacent vibration background.
-47311,2024-06-13 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.53,False,Shift handoff note referenced unusual noise near press enclosure.
-47312,2024-06-13 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.859,False,Pressure peak corresponds to oversized billet batch processing.
-47313,2024-06-13 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.027,False,Maintenance crew confirmed lubrication interval was missed.
-47314,2024-06-13 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.658,False,Short-lived packet loss observed at edge gateway gw-02.
-47315,2024-06-13 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.531,False,Shift handoff note referenced unusual noise near press enclosure.
-47316,2024-06-13 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.691,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47317,2024-06-13 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.42,False,SCADA backfill inserted two delayed telemetry points.
-47318,2024-06-13 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.917,False,Quality team requested trace review for lot 24-118B.
-47319,2024-06-13 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.172,False,Thermal ramp exceeded expected warmup curve before shift start.
-47320,2024-06-13 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.573,False,Air handler maintenance reduced humidity variance on finishing line.
-47321,2024-06-13 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.609,False,Sensor signal clipping observed during startup surge.
-47322,2024-06-13 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.421,False,Short-lived packet loss observed at edge gateway gw-02.
-47323,2024-06-13 07:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.486,False,Maintenance crew confirmed lubrication interval was missed.
-47324,2024-06-13 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.683,False,Humidity readings track seasonal rise across late spring.
-47325,2024-06-13 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.858,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47326,2024-06-13 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.78,False,Humidity climbed during dock-door open period in afternoon shift.
-47327,2024-06-13 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.924,False,Reliability engineer tagged sample window for model retraining.
-47328,2024-06-13 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.584,False,Packaging line stop reduced adjacent vibration background.
-47329,2024-06-13 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.785,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47330,2024-06-13 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.555,False,Transient outlier matched forklift impact near cabinet wall.
-47331,2024-06-13 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.271,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47332,2024-06-13 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.695,False,Machine idle period extended during planned sanitation window.
-47333,2024-06-13 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.434,False,Vibration burst exceeds envelope during tool change cycle.
-47334,2024-06-13 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.167,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47335,2024-06-13 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.043,False,Supervisory alert generated after three consecutive threshold breaches.
-47336,2024-06-13 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.208,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47337,2024-06-13 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.084,False,Humidity readings track seasonal rise across late spring.
-47338,2024-06-13 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.508,False,Operator reported intermittent chatter on machine CNC-04.
-47339,2024-06-13 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.943,False,Telemetry quality flag downgraded during sensor self-test window.
-47340,2024-06-13 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.623,False,Temperature variance narrowed after coolant nozzle cleaning.
-47341,2024-06-13 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.121,False,Quality hold reduced finishing booth activity for one shift.
-47342,2024-06-13 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.606,False,Quality team requested trace review for lot 24-118B.
-47343,2024-06-13 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.06,False,Telemetry quality flag downgraded during sensor self-test window.
-47344,2024-06-13 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.773,False,Vibration burst exceeds envelope during tool change cycle.
-47345,2024-06-13 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.824,False,Temperature remained elevated during unscheduled overtime run.
-47346,2024-06-13 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.953,False,Temperature variance narrowed after coolant nozzle cleaning.
-47347,2024-06-13 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.893,False,Supervisory alert generated after three consecutive threshold breaches.
-47348,2024-06-13 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.056,False,Machine throughput increase drove sustained pressure uplift.
-47349,2024-06-13 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.911,False,Maintenance crew confirmed lubrication interval was missed.
-47350,2024-06-13 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.397,False,Transient outlier matched forklift impact near cabinet wall.
-47351,2024-06-13 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.582,False,Humidity baseline improved after seal replacement.
-47352,2024-06-13 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.876,False,Quality team requested trace review for lot 24-118B.
-47353,2024-06-13 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.692,False,Short-lived packet loss observed at edge gateway gw-02.
-47354,2024-06-13 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.282,False,Sensor battery health remains nominal after firmware update.
-47355,2024-06-13 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Coolant loop adjustment reduced chamber temperature spread.
-47356,2024-06-13 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.038,False,Anomaly review flagged possible bearing wear progression.
-47357,2024-06-13 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.974,False,Anomaly review flagged possible bearing wear progression.
-47358,2024-06-13 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.48,False,Vibration baseline recovered after tool holder replacement.
-47359,2024-06-13 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.056,False,Thermal overshoot event coincided with recipe change on furnace.
-47360,2024-06-13 10:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.662,False,Night shift startup produced higher than normal vibration floor.
-47361,2024-06-13 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.962,False,Pressure settled back to nominal after valve reseat.
-47362,2024-06-13 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.851,False,Humidity excursion near finishing booth during coating run.
-47363,2024-06-13 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.743,False,Quality hold reduced finishing booth activity for one shift.
-47364,2024-06-13 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.72,False,Edge collector replayed buffered events after network recovery.
-47365,2024-06-13 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.506,False,Anomaly review flagged possible bearing wear progression.
-47366,2024-06-13 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.922,False,Hydraulic line pressure oscillation detected under load.
-47367,2024-06-13 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.315,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47368,2024-06-13 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.796,False,Packaging line stop reduced adjacent vibration background.
-47369,2024-06-13 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.602,False,Sensor battery health remains nominal after firmware update.
-47370,2024-06-13 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.497,False,Air handler maintenance reduced humidity variance on finishing line.
-47371,2024-06-13 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.962,False,Shift handoff note referenced unusual noise near press enclosure.
-47372,2024-06-13 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.506,False,Hydraulic line pressure oscillation detected under load.
-47373,2024-06-13 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.205,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47374,2024-06-13 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.27,False,Vibration harmonics broadened during extended production run.
-47375,2024-06-13 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.584,False,Sensor signal clipping observed during startup surge.
-47376,2024-06-13 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.947,False,Thermal ramp exceeded expected warmup curve before shift start.
-47377,2024-06-13 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.242,False,Calibration check overdue by 11 days for press-line transducer.
-47378,2024-06-13 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.777,False,Anomaly review flagged possible bearing wear progression.
-47379,2024-06-13 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.57,False,Thermal overshoot event coincided with recipe change on furnace.
-47380,2024-06-13 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.015,False,Temperature remained elevated during unscheduled overtime run.
-47381,2024-06-13 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.042,False,Temperature remained elevated during unscheduled overtime run.
-47382,2024-06-13 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,56.369,False,Reliability engineer tagged sample window for model retraining.
-47383,2024-06-13 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.693,False,Shift handoff note referenced unusual noise near press enclosure.
-47384,2024-06-13 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.928,False,SCADA backfill inserted two delayed telemetry points.
-47385,2024-06-13 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.605,False,Press cycle dwell time lengthened during high-volume batch.
-47386,2024-06-13 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.1,False,Sensor enclosure opened for manual calibration verification.
-47387,2024-06-13 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.561,False,Warning threshold updated for pilot predictive-maintenance model.
-47388,2024-06-13 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.47,False,Humidity readings track seasonal rise across late spring.
-47389,2024-06-13 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.044,False,Night shift startup produced higher than normal vibration floor.
-47390,2024-06-13 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.682,False,Pressure line purge completed before restart authorization.
-47391,2024-06-13 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.852,False,Hydraulic line pressure oscillation detected under load.
-47392,2024-06-13 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.901,False,Temperature remained elevated during unscheduled overtime run.
-47393,2024-06-13 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.556,False,Temperature remained elevated during unscheduled overtime run.
-47394,2024-06-13 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.881,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47395,2024-06-13 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.048,False,Press cycle dwell time lengthened during high-volume batch.
-47396,2024-06-13 13:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.336,False,Warning threshold updated for pilot predictive-maintenance model.
-47397,2024-06-13 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Pressure settled back to nominal after valve reseat.
-47398,2024-06-13 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.127,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47399,2024-06-13 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.257,False,Reliability engineer tagged sample window for model retraining.
-47400,2024-06-13 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.115,False,Machine idle period extended during planned sanitation window.
-47401,2024-06-13 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.774,False,Calibration check overdue by 11 days for press-line transducer.
-47402,2024-06-13 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.352,False,Thermal ramp exceeded expected warmup curve before shift start.
-47403,2024-06-13 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.556,False,Edge collector replayed buffered events after network recovery.
-47404,2024-06-13 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.942,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47405,2024-06-13 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.544,False,Night shift startup produced higher than normal vibration floor.
-47406,2024-06-13 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.201,False,Temperature remained elevated during unscheduled overtime run.
-47407,2024-06-13 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.908,False,Dust extraction fan offline for 18 minutes on line finishing.
-47408,2024-06-13 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.321,False,Hydraulic line pressure oscillation detected under load.
-47409,2024-06-13 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.614,False,Condensation warning cleared after dehumidifier ramp-up.
-47410,2024-06-13 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.571,False,Operator reported intermittent chatter on machine CNC-04.
-47411,2024-06-13 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.914,False,Quality team requested trace review for lot 24-118B.
-47412,2024-06-13 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.357,False,Supervisory alert generated after three consecutive threshold breaches.
-47413,2024-06-13 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.759,False,Sensor battery health remains nominal after firmware update.
-47414,2024-06-13 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.967,False,Sensor battery health remains nominal after firmware update.
-47415,2024-06-13 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.161,False,Coolant loop adjustment reduced chamber temperature spread.
-47416,2024-06-13 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.73,False,Maintenance scheduler deferred calibration due to spare shortage.
-47417,2024-06-13 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Maintenance scheduler deferred calibration due to spare shortage.
-47418,2024-06-13 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.748,False,Calibration check overdue by 11 days for press-line transducer.
-47419,2024-06-13 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.403,False,Reliability engineer tagged sample window for model retraining.
-47420,2024-06-13 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.709,False,Vibration burst exceeds envelope during tool change cycle.
-47421,2024-06-13 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.941,False,Pressure settled back to nominal after valve reseat.
-47422,2024-06-13 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.134,False,Temporary gateway failover completed without data loss.
-47423,2024-06-13 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.225,False,Quality hold reduced finishing booth activity for one shift.
-47424,2024-06-13 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.42,False,Calibration check overdue by 11 days for press-line transducer.
-47425,2024-06-13 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.428,False,Vibration harmonics broadened during extended production run.
-47426,2024-06-13 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.19,False,Dust extraction fan offline for 18 minutes on line finishing.
-47427,2024-06-13 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.769,False,Pressure peak corresponds to oversized billet batch processing.
-47428,2024-06-13 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.483,False,Calibration check overdue by 11 days for press-line transducer.
-47429,2024-06-13 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.493,False,Humidity readings track seasonal rise across late spring.
-47430,2024-06-13 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.152,False,Temporary gateway failover completed without data loss.
-47431,2024-06-13 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.329,False,Humidity readings track seasonal rise across late spring.
-47432,2024-06-13 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.685,False,Packaging line stop reduced adjacent vibration background.
-47433,2024-06-13 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.85,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47434,2024-06-13 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,69.31,False,Quality team requested trace review for lot 24-118B.
-47435,2024-06-13 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.95,False,Short-lived packet loss observed at edge gateway gw-02.
-47436,2024-06-13 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.126,False,Packaging line stop reduced adjacent vibration background.
-47437,2024-06-13 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.941,False,Edge collector replayed buffered events after network recovery.
-47438,2024-06-13 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.837,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47439,2024-06-13 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.486,False,Vibration baseline recovered after tool holder replacement.
-47440,2024-06-13 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.54,False,SCADA backfill inserted two delayed telemetry points.
-47441,2024-06-13 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.341,False,Maintenance crew confirmed lubrication interval was missed.
-47442,2024-06-13 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.782,False,Condensation warning cleared after dehumidifier ramp-up.
-47443,2024-06-13 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.461,False,Vibration harmonics broadened during extended production run.
-47444,2024-06-13 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.05,False,Coolant loop adjustment reduced chamber temperature spread.
-47445,2024-06-13 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.409,False,Warning threshold updated for pilot predictive-maintenance model.
-47446,2024-06-13 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.75,False,Maintenance crew confirmed lubrication interval was missed.
-47447,2024-06-13 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.095,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47448,2024-06-13 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.404,False,Packaging line stop reduced adjacent vibration background.
-47449,2024-06-13 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.753,False,Supervisory alert generated after three consecutive threshold breaches.
-47450,2024-06-13 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.018,False,Operator reset acknowledged after red-tag inspection.
-47451,2024-06-13 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.647,False,Air handler maintenance reduced humidity variance on finishing line.
-47452,2024-06-13 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.939,False,Sensor signal clipping observed during startup surge.
-47453,2024-06-13 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.32,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47454,2024-06-13 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.695,False,Sensor signal clipping observed during startup surge.
-47455,2024-06-13 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.313,False,Edge collector replayed buffered events after network recovery.
-47456,2024-06-13 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.099,False,Vibration burst exceeds envelope during tool change cycle.
-47457,2024-06-13 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.299,False,Reliability engineer tagged sample window for model retraining.
-47458,2024-06-13 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.695,False,Pressure peak corresponds to oversized billet batch processing.
-47459,2024-06-13 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.122,False,Vibration harmonics broadened during extended production run.
-47460,2024-06-13 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,40.214,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47461,2024-06-13 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.745,False,Machine throughput increase drove sustained pressure uplift.
-47462,2024-06-13 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.563,False,Temporary gateway failover completed without data loss.
-47463,2024-06-13 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.116,False,Unbalanced load introduced cyclical pressure ripple.
-47464,2024-06-13 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.577,False,Press cycle dwell time lengthened during high-volume batch.
-47465,2024-06-13 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.384,False,Sensor enclosure opened for manual calibration verification.
-47466,2024-06-13 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.207,False,Pressure line purge completed before restart authorization.
-47467,2024-06-13 19:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.795,False,Calibration check overdue by 11 days for press-line transducer.
-47468,2024-06-13 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.734,False,Calibration check overdue by 11 days for press-line transducer.
-47469,2024-06-13 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.616,False,Coolant loop adjustment reduced chamber temperature spread.
-47470,2024-06-13 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.9,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47471,2024-06-13 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.451,False,Sensor battery health remains nominal after firmware update.
-47472,2024-06-13 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.487,False,Edge collector replayed buffered events after network recovery.
-47473,2024-06-13 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.202,False,Vibration harmonics broadened during extended production run.
-47474,2024-06-13 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.765,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47475,2024-06-13 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.616,False,Vibration burst exceeds envelope during tool change cycle.
-47476,2024-06-13 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.544,False,Press cycle dwell time lengthened during high-volume batch.
-47477,2024-06-13 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.228,False,Bearing temperature rising faster than baseline on spindle cell.
-47478,2024-06-13 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.726,False,Thermal overshoot event coincided with recipe change on furnace.
-47479,2024-06-13 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.74,False,Night shift startup produced higher than normal vibration floor.
-47480,2024-06-13 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.851,False,Humidity baseline improved after seal replacement.
-47481,2024-06-13 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.272,False,Reliability engineer tagged sample window for model retraining.
-47482,2024-06-13 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,62.186,False,Edge collector replayed buffered events after network recovery.
-47483,2024-06-13 20:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.928,False,Pressure line purge completed before restart authorization.
-47484,2024-06-13 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.669,False,Operator reset acknowledged after red-tag inspection.
-47485,2024-06-13 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.981,False,Edge collector replayed buffered events after network recovery.
-47486,2024-06-13 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.216,False,Air handler maintenance reduced humidity variance on finishing line.
-47487,2024-06-13 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.009,False,Calibration check overdue by 11 days for press-line transducer.
-47488,2024-06-13 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.662,False,Thermal ramp exceeded expected warmup curve before shift start.
-47489,2024-06-13 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.591,False,Sensor enclosure opened for manual calibration verification.
-47490,2024-06-13 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.054,False,Sensor signal clipping observed during startup surge.
-47491,2024-06-13 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.199,False,Transient outlier matched forklift impact near cabinet wall.
-47492,2024-06-13 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.835,False,Transient outlier matched forklift impact near cabinet wall.
-47493,2024-06-13 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.941,False,Temporary gateway failover completed without data loss.
-47494,2024-06-13 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.451,False,Humidity excursion near finishing booth during coating run.
-47495,2024-06-13 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.027,False,Vibration baseline recovered after tool holder replacement.
-47496,2024-06-13 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.307,False,Coolant loop adjustment reduced chamber temperature spread.
-47497,2024-06-13 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.529,False,Coolant loop adjustment reduced chamber temperature spread.
-47498,2024-06-13 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.503,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47499,2024-06-13 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.237,False,Humidity climbed during dock-door open period in afternoon shift.
-47500,2024-06-13 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.61,False,Temporary gateway failover completed without data loss.
-47501,2024-06-13 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.306,False,Machine throughput increase drove sustained pressure uplift.
-47502,2024-06-13 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.179,False,Calibration check overdue by 11 days for press-line transducer.
-47503,2024-06-13 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.801,False,Temperature remained elevated during unscheduled overtime run.
-47504,2024-06-13 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.462,False,Warning threshold updated for pilot predictive-maintenance model.
-47505,2024-06-13 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.375,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47506,2024-06-13 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.047,False,Unbalanced load introduced cyclical pressure ripple.
-47507,2024-06-13 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.815,False,Temporary gateway failover completed without data loss.
-47508,2024-06-13 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.393,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47509,2024-06-13 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.655,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47510,2024-06-13 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.525,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47511,2024-06-13 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Sensor battery health remains nominal after firmware update.
-47512,2024-06-13 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.599,False,Operator reported intermittent chatter on machine CNC-04.
-47513,2024-06-13 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.172,False,Maintenance crew confirmed lubrication interval was missed.
-47514,2024-06-13 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.001,False,Reliability engineer tagged sample window for model retraining.
-47515,2024-06-13 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.75,False,Machine throughput increase drove sustained pressure uplift.
-47516,2024-06-13 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.706,False,Sensor enclosure opened for manual calibration verification.
-47517,2024-06-13 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.847,False,Telemetry quality flag downgraded during sensor self-test window.
-47518,2024-06-13 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.889,False,Dust extraction fan offline for 18 minutes on line finishing.
-47519,2024-06-13 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.423,False,Hydraulic line pressure oscillation detected under load.
-47520,2024-06-13 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,38.795,False,Anomaly review flagged possible bearing wear progression.
-47521,2024-06-14 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.709,False,Dust extraction fan offline for 18 minutes on line finishing.
-47522,2024-06-14 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.788,False,Quality hold reduced finishing booth activity for one shift.
-47523,2024-06-14 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.463,False,Unbalanced load introduced cyclical pressure ripple.
-47524,2024-06-14 00:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,38.232,False,Maintenance note logged for coupling imbalance inspection.
-47525,2024-06-14 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Anomaly review flagged possible bearing wear progression.
-47526,2024-06-14 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.77,False,Machine idle period extended during planned sanitation window.
-47527,2024-06-14 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.661,False,Coolant loop adjustment reduced chamber temperature spread.
-47528,2024-06-14 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.201,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47529,2024-06-14 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.302,False,Machine throughput increase drove sustained pressure uplift.
-47530,2024-06-14 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.679,False,Vibration harmonics broadened during extended production run.
-47531,2024-06-14 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.435,False,Thermal ramp exceeded expected warmup curve before shift start.
-47532,2024-06-14 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.639,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47533,2024-06-14 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.423,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47534,2024-06-14 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.374,False,Operator reset acknowledged after red-tag inspection.
-47535,2024-06-14 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.465,False,Shift handoff note referenced unusual noise near press enclosure.
-47536,2024-06-14 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.615,False,Sensor enclosure opened for manual calibration verification.
-47537,2024-06-14 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.999,False,Machine throughput increase drove sustained pressure uplift.
-47538,2024-06-14 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.508,False,Temperature remained elevated during unscheduled overtime run.
-47539,2024-06-14 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.531,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47540,2024-06-14 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.168,False,Humidity excursion near finishing booth during coating run.
-47541,2024-06-14 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.536,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47542,2024-06-14 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.993,False,Packaging line stop reduced adjacent vibration background.
-47543,2024-06-14 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.397,False,Operator reported intermittent chatter on machine CNC-04.
-47544,2024-06-14 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.931,False,Anomaly review flagged possible bearing wear progression.
-47545,2024-06-14 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.437,False,Temporary gateway failover completed without data loss.
-47546,2024-06-14 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.848,False,Unbalanced load introduced cyclical pressure ripple.
-47547,2024-06-14 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.952,False,Hydraulic line pressure oscillation detected under load.
-47548,2024-06-14 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.6,False,Shift handoff note referenced unusual noise near press enclosure.
-47549,2024-06-14 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.671,False,Quality team requested trace review for lot 24-118B.
-47550,2024-06-14 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.015,False,Thermal ramp exceeded expected warmup curve before shift start.
-47551,2024-06-14 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.535,False,Supervisory alert generated after three consecutive threshold breaches.
-47552,2024-06-14 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.035,False,Sensor signal clipping observed during startup surge.
-47553,2024-06-14 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,3.255,False,Press cycle dwell time lengthened during high-volume batch.
-47554,2024-06-14 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.52,False,Transient outlier matched forklift impact near cabinet wall.
-47555,2024-06-14 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.14,False,Machine idle period extended during planned sanitation window.
-47556,2024-06-14 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.053,False,Short-lived packet loss observed at edge gateway gw-02.
-47557,2024-06-14 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.722,False,Telemetry quality flag downgraded during sensor self-test window.
-47558,2024-06-14 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.485,False,Machine idle period extended during planned sanitation window.
-47559,2024-06-14 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.677,False,Anomaly review flagged possible bearing wear progression.
-47560,2024-06-14 03:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,32.206,False,Machine idle period extended during planned sanitation window.
-47561,2024-06-14 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.001,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47562,2024-06-14 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.019,False,Maintenance crew confirmed lubrication interval was missed.
-47563,2024-06-14 03:30:00,3,pressure,bar,HYD-07,press-line,night,warning,6.958,False,Humidity readings track seasonal rise across late spring.
-47564,2024-06-14 03:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.121,False,Telemetry quality flag downgraded during sensor self-test window.
-47565,2024-06-14 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.243,False,Condensation warning cleared after dehumidifier ramp-up.
-47566,2024-06-14 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.079,False,Machine idle period extended during planned sanitation window.
-47567,2024-06-14 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.361,False,Calibration check overdue by 11 days for press-line transducer.
-47568,2024-06-14 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.903,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47569,2024-06-14 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.652,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47570,2024-06-14 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.01,False,Bearing temperature rising faster than baseline on spindle cell.
-47571,2024-06-14 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.421,False,Vibration baseline recovered after tool holder replacement.
-47572,2024-06-14 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.086,False,Humidity readings track seasonal rise across late spring.
-47573,2024-06-14 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.308,False,Dust extraction fan offline for 18 minutes on line finishing.
-47574,2024-06-14 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.863,False,Temperature remained elevated during unscheduled overtime run.
-47575,2024-06-14 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.183,False,Sensor battery health remains nominal after firmware update.
-47576,2024-06-14 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.86,False,Bearing temperature rising faster than baseline on spindle cell.
-47577,2024-06-14 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.723,False,Humidity baseline improved after seal replacement.
-47578,2024-06-14 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.465,False,Warning threshold updated for pilot predictive-maintenance model.
-47579,2024-06-14 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.131,False,Bearing temperature rising faster than baseline on spindle cell.
-47580,2024-06-14 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.323,False,Hydraulic line pressure oscillation detected under load.
-47581,2024-06-14 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.164,False,Bearing temperature rising faster than baseline on spindle cell.
-47582,2024-06-14 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.088,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47583,2024-06-14 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.619,False,Vibration baseline recovered after tool holder replacement.
-47584,2024-06-14 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.878,False,Humidity excursion near finishing booth during coating run.
-47585,2024-06-14 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.897,False,Packaging line stop reduced adjacent vibration background.
-47586,2024-06-14 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.266,False,Shift handoff note referenced unusual noise near press enclosure.
-47587,2024-06-14 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.766,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47588,2024-06-14 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.409,False,Sensor battery health remains nominal after firmware update.
-47589,2024-06-14 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.954,False,Sensor battery health remains nominal after firmware update.
-47590,2024-06-14 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.238,False,Operator reported intermittent chatter on machine CNC-04.
-47591,2024-06-14 05:50:00,3,pressure,bar,HYD-07,press-line,night,critical,8.651,False,Hydraulic line pressure oscillation detected under load.
-47592,2024-06-14 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.968,False,Humidity readings track seasonal rise across late spring.
-47593,2024-06-14 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.073,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47594,2024-06-14 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.359,False,Temperature variance narrowed after coolant nozzle cleaning.
-47595,2024-06-14 06:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.379,False,Anomaly review flagged possible bearing wear progression.
-47596,2024-06-14 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.628,False,Humidity climbed during dock-door open period in afternoon shift.
-47597,2024-06-14 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.93,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47598,2024-06-14 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.495,False,Thermal ramp exceeded expected warmup curve before shift start.
-47599,2024-06-14 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.903,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47600,2024-06-14 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.917,False,Packaging line stop reduced adjacent vibration background.
-47601,2024-06-14 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.528,False,Coolant loop adjustment reduced chamber temperature spread.
-47602,2024-06-14 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,56.754,False,Transient outlier matched forklift impact near cabinet wall.
-47603,2024-06-14 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.448,False,Quality hold reduced finishing booth activity for one shift.
-47604,2024-06-14 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.621,False,Quality team requested trace review for lot 24-118B.
-47605,2024-06-14 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.642,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47606,2024-06-14 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,77.912,False,Humidity baseline improved after seal replacement.
-47607,2024-06-14 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.197,False,Sensor heartbeat delayed by one interval after gateway retry.
-47608,2024-06-14 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.058,False,Packaging line stop reduced adjacent vibration background.
-47609,2024-06-14 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.021,False,Pressure line purge completed before restart authorization.
-47610,2024-06-14 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.785,False,Pressure line purge completed before restart authorization.
-47611,2024-06-14 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.267,False,SCADA backfill inserted two delayed telemetry points.
-47612,2024-06-14 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.074,False,Humidity readings track seasonal rise across late spring.
-47613,2024-06-14 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.258,False,Thermal overshoot event coincided with recipe change on furnace.
-47614,2024-06-14 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.763,False,Supervisory alert generated after three consecutive threshold breaches.
-47615,2024-06-14 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.213,False,Anomaly review flagged possible bearing wear progression.
-47616,2024-06-14 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.795,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47617,2024-06-14 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.937,False,Air handler maintenance reduced humidity variance on finishing line.
-47618,2024-06-14 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.043,False,Humidity readings track seasonal rise across late spring.
-47619,2024-06-14 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.578,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47620,2024-06-14 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.115,False,Dust extraction fan offline for 18 minutes on line finishing.
-47621,2024-06-14 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.359,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47622,2024-06-14 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.189,False,Maintenance crew confirmed lubrication interval was missed.
-47623,2024-06-14 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.678,False,Air handler maintenance reduced humidity variance on finishing line.
-47624,2024-06-14 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.954,False,Air handler maintenance reduced humidity variance on finishing line.
-47625,2024-06-14 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.435,False,Vibration burst exceeds envelope during tool change cycle.
-47626,2024-06-14 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,78.803,False,Temporary gateway failover completed without data loss.
-47627,2024-06-14 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.876,False,Humidity baseline improved after seal replacement.
-47628,2024-06-14 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.89,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47629,2024-06-14 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.638,False,Quality hold reduced finishing booth activity for one shift.
-47630,2024-06-14 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.732,False,Machine idle period extended during planned sanitation window.
-47631,2024-06-14 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.416,False,Bearing temperature rising faster than baseline on spindle cell.
-47632,2024-06-14 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,49.554,False,Sensor enclosure opened for manual calibration verification.
-47633,2024-06-14 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.583,False,Thermal ramp exceeded expected warmup curve before shift start.
-47634,2024-06-14 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.136,False,Packaging line stop reduced adjacent vibration background.
-47635,2024-06-14 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.178,False,Pressure line purge completed before restart authorization.
-47636,2024-06-14 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.999,False,Night shift startup produced higher than normal vibration floor.
-47637,2024-06-14 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.24,False,Short-lived packet loss observed at edge gateway gw-02.
-47638,2024-06-14 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.37,False,Warning threshold updated for pilot predictive-maintenance model.
-47639,2024-06-14 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.535,False,Calibration check overdue by 11 days for press-line transducer.
-47640,2024-06-14 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.162,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47641,2024-06-14 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.39,False,Transient outlier matched forklift impact near cabinet wall.
-47642,2024-06-14 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.926,False,Pressure peak corresponds to oversized billet batch processing.
-47643,2024-06-14 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.652,False,Sensor enclosure opened for manual calibration verification.
-47644,2024-06-14 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.194,False,Sensor battery health remains nominal after firmware update.
-47645,2024-06-14 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.252,False,Humidity climbed during dock-door open period in afternoon shift.
-47646,2024-06-14 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.512,False,Sensor signal clipping observed during startup surge.
-47647,2024-06-14 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.309,False,Short-lived packet loss observed at edge gateway gw-02.
-47648,2024-06-14 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.79,False,Short-lived packet loss observed at edge gateway gw-02.
-47649,2024-06-14 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.763,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47650,2024-06-14 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.642,False,Night shift startup produced higher than normal vibration floor.
-47651,2024-06-14 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.175,False,Pressure settled back to nominal after valve reseat.
-47652,2024-06-14 10:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,48.774,False,Warning threshold updated for pilot predictive-maintenance model.
-47653,2024-06-14 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.249,False,Night shift startup produced higher than normal vibration floor.
-47654,2024-06-14 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.284,False,Quality team requested trace review for lot 24-118B.
-47655,2024-06-14 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.726,False,Quality team requested trace review for lot 24-118B.
-47656,2024-06-14 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.398,False,Sensor enclosure opened for manual calibration verification.
-47657,2024-06-14 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.698,False,Sensor signal clipping observed during startup surge.
-47658,2024-06-14 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.809,False,Shift handoff note referenced unusual noise near press enclosure.
-47659,2024-06-14 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.07,False,Transient outlier matched forklift impact near cabinet wall.
-47660,2024-06-14 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.688,False,Transient outlier matched forklift impact near cabinet wall.
-47661,2024-06-14 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.396,False,Quality team requested trace review for lot 24-118B.
-47662,2024-06-14 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.384,False,Pressure line purge completed before restart authorization.
-47663,2024-06-14 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.377,False,Bearing temperature rising faster than baseline on spindle cell.
-47664,2024-06-14 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.016,False,Press cycle dwell time lengthened during high-volume batch.
-47665,2024-06-14 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.158,False,Bearing temperature rising faster than baseline on spindle cell.
-47666,2024-06-14 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.134,False,Condensation warning cleared after dehumidifier ramp-up.
-47667,2024-06-14 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.008,False,Dust extraction fan offline for 18 minutes on line finishing.
-47668,2024-06-14 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.267,False,Temperature remained elevated during unscheduled overtime run.
-47669,2024-06-14 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.953,False,Shift handoff note referenced unusual noise near press enclosure.
-47670,2024-06-14 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.261,False,Temporary gateway failover completed without data loss.
-47671,2024-06-14 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.066,False,Machine throughput increase drove sustained pressure uplift.
-47672,2024-06-14 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.26,False,Quality hold reduced finishing booth activity for one shift.
-47673,2024-06-14 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.256,False,Quality team requested trace review for lot 24-118B.
-47674,2024-06-14 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.329,False,Short-lived packet loss observed at edge gateway gw-02.
-47675,2024-06-14 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.082,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47676,2024-06-14 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.152,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47677,2024-06-14 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.165,False,Humidity excursion near finishing booth during coating run.
-47678,2024-06-14 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.7,False,Temperature remained elevated during unscheduled overtime run.
-47679,2024-06-14 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.829,False,Quality team requested trace review for lot 24-118B.
-47680,2024-06-14 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.88,False,Vibration harmonics broadened during extended production run.
-47681,2024-06-14 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.478,False,Maintenance scheduler deferred calibration due to spare shortage.
-47682,2024-06-14 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.021,False,Unbalanced load introduced cyclical pressure ripple.
-47683,2024-06-14 13:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.771,False,Pressure line purge completed before restart authorization.
-47684,2024-06-14 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.623,False,Pressure settled back to nominal after valve reseat.
-47685,2024-06-14 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.119,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47686,2024-06-14 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.907,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47687,2024-06-14 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.473,False,Condensation warning cleared after dehumidifier ramp-up.
-47688,2024-06-14 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.144,False,Quality hold reduced finishing booth activity for one shift.
-47689,2024-06-14 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.315,False,Humidity excursion near finishing booth during coating run.
-47690,2024-06-14 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.085,False,Anomaly review flagged possible bearing wear progression.
-47691,2024-06-14 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.604,False,Machine throughput increase drove sustained pressure uplift.
-47692,2024-06-14 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.972,False,Dust extraction fan offline for 18 minutes on line finishing.
-47693,2024-06-14 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.913,False,Quality team requested trace review for lot 24-118B.
-47694,2024-06-14 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.102,False,Vibration harmonics broadened during extended production run.
-47695,2024-06-14 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.36,False,Vibration baseline recovered after tool holder replacement.
-47696,2024-06-14 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.047,False,Air handler maintenance reduced humidity variance on finishing line.
-47697,2024-06-14 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.7,False,Unbalanced load introduced cyclical pressure ripple.
-47698,2024-06-14 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.361,False,Temperature variance narrowed after coolant nozzle cleaning.
-47699,2024-06-14 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.79,False,Temporary gateway failover completed without data loss.
-47700,2024-06-14 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,31.946,False,Supervisory alert generated after three consecutive threshold breaches.
-47701,2024-06-14 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.218,False,Humidity climbed during dock-door open period in afternoon shift.
-47702,2024-06-14 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.681,False,Dust extraction fan offline for 18 minutes on line finishing.
-47703,2024-06-14 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.642,False,Sensor battery health remains nominal after firmware update.
-47704,2024-06-14 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.677,False,Machine throughput increase drove sustained pressure uplift.
-47705,2024-06-14 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.705,False,Transient outlier matched forklift impact near cabinet wall.
-47706,2024-06-14 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.771,False,Machine throughput increase drove sustained pressure uplift.
-47707,2024-06-14 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.318,False,SCADA backfill inserted two delayed telemetry points.
-47708,2024-06-14 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.135,False,Supervisory alert generated after three consecutive threshold breaches.
-47709,2024-06-14 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.273,False,Press cycle dwell time lengthened during high-volume batch.
-47710,2024-06-14 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.318,False,Reliability engineer tagged sample window for model retraining.
-47711,2024-06-14 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.238,False,Pressure line purge completed before restart authorization.
-47712,2024-06-14 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.338,False,SCADA backfill inserted two delayed telemetry points.
-47713,2024-06-14 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.42,False,Pressure settled back to nominal after valve reseat.
-47714,2024-06-14 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.59,False,Anomaly review flagged possible bearing wear progression.
-47715,2024-06-14 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.416,False,Night shift startup produced higher than normal vibration floor.
-47716,2024-06-14 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.135,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47717,2024-06-14 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.263,False,Telemetry quality flag downgraded during sensor self-test window.
-47718,2024-06-14 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.918,False,Short-lived packet loss observed at edge gateway gw-02.
-47719,2024-06-14 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.594,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47720,2024-06-14 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.049,False,Operator reported intermittent chatter on machine CNC-04.
-47721,2024-06-14 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.872,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47722,2024-06-14 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.748,False,Operator reset acknowledged after red-tag inspection.
-47723,2024-06-14 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.992,False,Sensor battery health remains nominal after firmware update.
-47724,2024-06-14 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.5,False,Temperature variance narrowed after coolant nozzle cleaning.
-47725,2024-06-14 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.733,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47726,2024-06-14 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.045,False,Packaging line stop reduced adjacent vibration background.
-47727,2024-06-14 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.364,False,Machine throughput increase drove sustained pressure uplift.
-47728,2024-06-14 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,46.055,False,Temperature remained elevated during unscheduled overtime run.
-47729,2024-06-14 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.246,False,Sensor heartbeat delayed by one interval after gateway retry.
-47730,2024-06-14 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.082,False,Humidity excursion near finishing booth during coating run.
-47731,2024-06-14 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.866,False,Press cycle dwell time lengthened during high-volume batch.
-47732,2024-06-14 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.663,False,Edge collector replayed buffered events after network recovery.
-47733,2024-06-14 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.812,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47734,2024-06-14 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.772,False,Edge collector replayed buffered events after network recovery.
-47735,2024-06-14 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.31,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47736,2024-06-14 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.317,False,Temporary gateway failover completed without data loss.
-47737,2024-06-14 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.769,False,SCADA backfill inserted two delayed telemetry points.
-47738,2024-06-14 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.567,False,Thermal overshoot event coincided with recipe change on furnace.
-47739,2024-06-14 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.369,False,Dust extraction fan offline for 18 minutes on line finishing.
-47740,2024-06-14 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.317,False,Vibration harmonics broadened during extended production run.
-47741,2024-06-14 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.754,False,Machine throughput increase drove sustained pressure uplift.
-47742,2024-06-14 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.507,False,Calibration check overdue by 11 days for press-line transducer.
-47743,2024-06-14 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.5,False,Maintenance scheduler deferred calibration due to spare shortage.
-47744,2024-06-14 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.815,False,Sensor signal clipping observed during startup surge.
-47745,2024-06-14 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.73,False,Pressure line purge completed before restart authorization.
-47746,2024-06-14 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.977,False,Press cycle dwell time lengthened during high-volume batch.
-47747,2024-06-14 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.537,False,Thermal overshoot event coincided with recipe change on furnace.
-47748,2024-06-14 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.64,False,Anomaly review flagged possible bearing wear progression.
-47749,2024-06-14 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.416,False,Sensor heartbeat delayed by one interval after gateway retry.
-47750,2024-06-14 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.919,False,Pressure settled back to nominal after valve reseat.
-47751,2024-06-14 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.611,False,Operator reset acknowledged after red-tag inspection.
-47752,2024-06-14 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.743,False,Vibration harmonics broadened during extended production run.
-47753,2024-06-14 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.746,False,Thermal ramp exceeded expected warmup curve before shift start.
-47754,2024-06-14 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.613,False,Vibration baseline recovered after tool holder replacement.
-47755,2024-06-14 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.214,False,Operator reset acknowledged after red-tag inspection.
-47756,2024-06-14 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.661,False,Reliability engineer tagged sample window for model retraining.
-47757,2024-06-14 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.4,False,Machine idle period extended during planned sanitation window.
-47758,2024-06-14 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,63.677,False,Quality hold reduced finishing booth activity for one shift.
-47759,2024-06-14 19:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,8.849,False,Temporary gateway failover completed without data loss.
-47760,2024-06-14 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.824,False,Pressure line purge completed before restart authorization.
-47761,2024-06-14 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Sensor heartbeat delayed by one interval after gateway retry.
-47762,2024-06-14 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.792,False,Hydraulic line pressure oscillation detected under load.
-47763,2024-06-14 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.629,False,Pressure peak corresponds to oversized billet batch processing.
-47764,2024-06-14 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.309,False,Machine throughput increase drove sustained pressure uplift.
-47765,2024-06-14 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.83,False,Operator reset acknowledged after red-tag inspection.
-47766,2024-06-14 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.356,False,Transient outlier matched forklift impact near cabinet wall.
-47767,2024-06-14 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.884,False,Quality hold reduced finishing booth activity for one shift.
-47768,2024-06-14 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.656,False,Operator reported intermittent chatter on machine CNC-04.
-47769,2024-06-14 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.606,False,Humidity climbed during dock-door open period in afternoon shift.
-47770,2024-06-14 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.695,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47771,2024-06-14 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.251,False,Supervisory alert generated after three consecutive threshold breaches.
-47772,2024-06-14 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.306,False,Telemetry quality flag downgraded during sensor self-test window.
-47773,2024-06-14 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.235,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47774,2024-06-14 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.352,False,Edge collector replayed buffered events after network recovery.
-47775,2024-06-14 21:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.514,False,Telemetry quality flag downgraded during sensor self-test window.
-47776,2024-06-14 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.325,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47777,2024-06-14 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.479,False,Humidity readings track seasonal rise across late spring.
-47778,2024-06-14 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,60.595,False,Quality team requested trace review for lot 24-118B.
-47779,2024-06-14 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.073,False,Vibration baseline recovered after tool holder replacement.
-47780,2024-06-14 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.3,False,Hydraulic line pressure oscillation detected under load.
-47781,2024-06-14 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.716,False,Maintenance crew confirmed lubrication interval was missed.
-47782,2024-06-14 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.631,False,Telemetry quality flag downgraded during sensor self-test window.
-47783,2024-06-14 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Sensor battery health remains nominal after firmware update.
-47784,2024-06-14 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.221,False,Temperature variance narrowed after coolant nozzle cleaning.
-47785,2024-06-14 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.434,False,Condensation warning cleared after dehumidifier ramp-up.
-47786,2024-06-14 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.678,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47787,2024-06-14 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.141,False,Calibration check overdue by 11 days for press-line transducer.
-47788,2024-06-14 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.068,False,Sensor enclosure opened for manual calibration verification.
-47789,2024-06-14 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.478,False,Machine idle period extended during planned sanitation window.
-47790,2024-06-14 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.714,False,Vibration burst exceeds envelope during tool change cycle.
-47791,2024-06-14 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.066,False,Edge collector replayed buffered events after network recovery.
-47792,2024-06-14 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.348,False,Reliability engineer tagged sample window for model retraining.
-47793,2024-06-14 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.241,False,Pressure line purge completed before restart authorization.
-47794,2024-06-14 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.918,False,Vibration baseline recovered after tool holder replacement.
-47795,2024-06-14 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.974,False,Calibration check overdue by 11 days for press-line transducer.
-47796,2024-06-14 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.987,False,Shift handoff note referenced unusual noise near press enclosure.
-47797,2024-06-14 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.115,False,Telemetry quality flag downgraded during sensor self-test window.
-47798,2024-06-14 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.97,False,Operator reported intermittent chatter on machine CNC-04.
-47799,2024-06-14 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.987,False,Anomaly review flagged possible bearing wear progression.
-47800,2024-06-14 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.148,False,Sensor heartbeat delayed by one interval after gateway retry.
-47801,2024-06-14 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.972,False,Machine idle period extended during planned sanitation window.
-47802,2024-06-14 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.376,False,Warning threshold updated for pilot predictive-maintenance model.
-47803,2024-06-14 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.111,False,Air handler maintenance reduced humidity variance on finishing line.
-47804,2024-06-14 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.895,False,Warning threshold updated for pilot predictive-maintenance model.
-47805,2024-06-14 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.978,False,Pressure line purge completed before restart authorization.
-47806,2024-06-14 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.632,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47807,2024-06-14 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.587,False,Hydraulic line pressure oscillation detected under load.
-47808,2024-06-14 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,36.763,False,Press cycle dwell time lengthened during high-volume batch.
-47809,2024-06-15 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.285,False,Thermal ramp exceeded expected warmup curve before shift start.
-47810,2024-06-15 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.001,False,Telemetry quality flag downgraded during sensor self-test window.
-47811,2024-06-15 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.578,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47812,2024-06-15 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.843,False,Operator reported intermittent chatter on machine CNC-04.
-47813,2024-06-15 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.129,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47814,2024-06-15 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.15,False,Temperature remained elevated during unscheduled overtime run.
-47815,2024-06-15 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.484,False,Vibration burst exceeds envelope during tool change cycle.
-47816,2024-06-15 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.015,False,Coolant loop adjustment reduced chamber temperature spread.
-47817,2024-06-15 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.82,False,Unbalanced load introduced cyclical pressure ripple.
-47818,2024-06-15 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.958,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47819,2024-06-15 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.918,False,Maintenance note logged for coupling imbalance inspection.
-47820,2024-06-15 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.929,False,Operator reset acknowledged after red-tag inspection.
-47821,2024-06-15 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.665,False,Shift handoff note referenced unusual noise near press enclosure.
-47822,2024-06-15 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.835,False,Temperature remained elevated during unscheduled overtime run.
-47823,2024-06-15 01:10:00,3,pressure,bar,HYD-07,press-line,night,warning,8.43,False,Machine throughput increase drove sustained pressure uplift.
-47824,2024-06-15 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.824,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47825,2024-06-15 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.453,False,Maintenance scheduler deferred calibration due to spare shortage.
-47826,2024-06-15 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.042,False,Humidity baseline improved after seal replacement.
-47827,2024-06-15 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.764,False,Press cycle dwell time lengthened during high-volume batch.
-47828,2024-06-15 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.088,False,Sensor heartbeat delayed by one interval after gateway retry.
-47829,2024-06-15 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.413,False,Humidity baseline improved after seal replacement.
-47830,2024-06-15 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.591,False,Unbalanced load introduced cyclical pressure ripple.
-47831,2024-06-15 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.855,False,Machine idle period extended during planned sanitation window.
-47832,2024-06-15 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.34,False,Temperature variance narrowed after coolant nozzle cleaning.
-47833,2024-06-15 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.104,False,Vibration burst exceeds envelope during tool change cycle.
-47834,2024-06-15 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.052,False,Dust extraction fan offline for 18 minutes on line finishing.
-47835,2024-06-15 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.729,False,Maintenance crew confirmed lubrication interval was missed.
-47836,2024-06-15 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.804,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47837,2024-06-15 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.245,False,Telemetry quality flag downgraded during sensor self-test window.
-47838,2024-06-15 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.163,False,Operator reported intermittent chatter on machine CNC-04.
-47839,2024-06-15 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.003,False,Thermal overshoot event coincided with recipe change on furnace.
-47840,2024-06-15 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.937,False,Air handler maintenance reduced humidity variance on finishing line.
-47841,2024-06-15 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.301,False,Machine throughput increase drove sustained pressure uplift.
-47842,2024-06-15 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.072,False,Temperature remained elevated during unscheduled overtime run.
-47843,2024-06-15 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.394,False,Dust extraction fan offline for 18 minutes on line finishing.
-47844,2024-06-15 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.331,False,SCADA backfill inserted two delayed telemetry points.
-47845,2024-06-15 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.418,False,Temperature remained elevated during unscheduled overtime run.
-47846,2024-06-15 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.088,False,Temperature remained elevated during unscheduled overtime run.
-47847,2024-06-15 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.372,False,Sensor signal clipping observed during startup surge.
-47848,2024-06-15 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.205,False,Thermal ramp exceeded expected warmup curve before shift start.
-47849,2024-06-15 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.01,False,Shift handoff note referenced unusual noise near press enclosure.
-47850,2024-06-15 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.758,False,Air handler maintenance reduced humidity variance on finishing line.
-47851,2024-06-15 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.103,False,Coolant loop adjustment reduced chamber temperature spread.
-47852,2024-06-15 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.289,False,Machine throughput increase drove sustained pressure uplift.
-47853,2024-06-15 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.427,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47854,2024-06-15 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.202,False,Calibration check overdue by 11 days for press-line transducer.
-47855,2024-06-15 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.05,False,Vibration burst exceeds envelope during tool change cycle.
-47856,2024-06-15 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.849,False,Quality team requested trace review for lot 24-118B.
-47857,2024-06-15 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.292,False,Maintenance scheduler deferred calibration due to spare shortage.
-47858,2024-06-15 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.629,False,Humidity readings track seasonal rise across late spring.
-47859,2024-06-15 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.529,False,Anomaly review flagged possible bearing wear progression.
-47860,2024-06-15 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.082,False,Bearing temperature rising faster than baseline on spindle cell.
-47861,2024-06-15 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.37,False,Warning threshold updated for pilot predictive-maintenance model.
-47862,2024-06-15 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.846,False,Humidity climbed during dock-door open period in afternoon shift.
-47863,2024-06-15 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.397,False,Machine throughput increase drove sustained pressure uplift.
-47864,2024-06-15 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.125,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47865,2024-06-15 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.925,False,Temperature variance narrowed after coolant nozzle cleaning.
-47866,2024-06-15 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,65.931,False,Pressure settled back to nominal after valve reseat.
-47867,2024-06-15 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.319,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47868,2024-06-15 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.813,False,Machine idle period extended during planned sanitation window.
-47869,2024-06-15 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.709,False,Humidity climbed during dock-door open period in afternoon shift.
-47870,2024-06-15 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.273,False,Warning threshold updated for pilot predictive-maintenance model.
-47871,2024-06-15 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.129,False,Hydraulic line pressure oscillation detected under load.
-47872,2024-06-15 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.153,False,Coolant loop adjustment reduced chamber temperature spread.
-47873,2024-06-15 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.436,False,Pressure peak corresponds to oversized billet batch processing.
-47874,2024-06-15 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.499,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47875,2024-06-15 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.094,False,Calibration check overdue by 11 days for press-line transducer.
-47876,2024-06-15 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.163,False,Telemetry quality flag downgraded during sensor self-test window.
-47877,2024-06-15 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.329,False,Edge collector replayed buffered events after network recovery.
-47878,2024-06-15 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.514,False,Pressure peak corresponds to oversized billet batch processing.
-47879,2024-06-15 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.902,False,Machine throughput increase drove sustained pressure uplift.
-47880,2024-06-15 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.585,False,Warning threshold updated for pilot predictive-maintenance model.
-47881,2024-06-15 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.29,False,Coolant loop adjustment reduced chamber temperature spread.
-47882,2024-06-15 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.492,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47883,2024-06-15 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.325,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47884,2024-06-15 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.416,False,Humidity climbed during dock-door open period in afternoon shift.
-47885,2024-06-15 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.895,False,Quality team requested trace review for lot 24-118B.
-47886,2024-06-15 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.009,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47887,2024-06-15 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.019,False,Dust extraction fan offline for 18 minutes on line finishing.
-47888,2024-06-15 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.139,False,Humidity climbed during dock-door open period in afternoon shift.
-47889,2024-06-15 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.929,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47890,2024-06-15 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.384,False,Operator reported intermittent chatter on machine CNC-04.
-47891,2024-06-15 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.703,False,Vibration harmonics broadened during extended production run.
-47892,2024-06-15 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,57.997,False,Telemetry quality flag downgraded during sensor self-test window.
-47893,2024-06-15 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.512,False,Operator reported intermittent chatter on machine CNC-04.
-47894,2024-06-15 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.383,False,Thermal ramp exceeded expected warmup curve before shift start.
-47895,2024-06-15 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.485,False,SCADA backfill inserted two delayed telemetry points.
-47896,2024-06-15 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.405,False,Reliability engineer tagged sample window for model retraining.
-47897,2024-06-15 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.185,False,Temporary gateway failover completed without data loss.
-47898,2024-06-15 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.834,False,Humidity excursion near finishing booth during coating run.
-47899,2024-06-15 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.272,False,Press cycle dwell time lengthened during high-volume batch.
-47900,2024-06-15 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.675,False,Calibration check overdue by 11 days for press-line transducer.
-47901,2024-06-15 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.796,False,Humidity baseline improved after seal replacement.
-47902,2024-06-15 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.124,False,Temperature remained elevated during unscheduled overtime run.
-47903,2024-06-15 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.325,False,Quality hold reduced finishing booth activity for one shift.
-47904,2024-06-15 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.407,False,Pressure line purge completed before restart authorization.
-47905,2024-06-15 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.394,False,Maintenance scheduler deferred calibration due to spare shortage.
-47906,2024-06-15 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.645,False,Quality team requested trace review for lot 24-118B.
-47907,2024-06-15 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.069,False,Sensor battery health remains nominal after firmware update.
-47908,2024-06-15 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.668,False,Sensor battery health remains nominal after firmware update.
-47909,2024-06-15 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.533,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47910,2024-06-15 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.561,False,Humidity climbed during dock-door open period in afternoon shift.
-47911,2024-06-15 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.205,False,Operator reset acknowledged after red-tag inspection.
-47912,2024-06-15 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.656,False,Air handler maintenance reduced humidity variance on finishing line.
-47913,2024-06-15 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.522,False,Shift handoff note referenced unusual noise near press enclosure.
-47914,2024-06-15 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.054,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47915,2024-06-15 08:50:00,3,pressure,bar,HYD-07,press-line,day,warning,6.429,False,Temperature remained elevated during unscheduled overtime run.
-47916,2024-06-15 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.704,False,Hydraulic line pressure oscillation detected under load.
-47917,2024-06-15 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.647,False,Supervisory alert generated after three consecutive threshold breaches.
-47918,2024-06-15 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.532,False,Operator reset acknowledged after red-tag inspection.
-47919,2024-06-15 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.075,False,Press cycle dwell time lengthened during high-volume batch.
-47920,2024-06-15 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.688,False,Machine throughput increase drove sustained pressure uplift.
-47921,2024-06-15 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.231,False,Maintenance scheduler deferred calibration due to spare shortage.
-47922,2024-06-15 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.703,False,Press cycle dwell time lengthened during high-volume batch.
-47923,2024-06-15 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.95,False,Vibration burst exceeds envelope during tool change cycle.
-47924,2024-06-15 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.215,False,Hydraulic line pressure oscillation detected under load.
-47925,2024-06-15 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.416,False,Machine idle period extended during planned sanitation window.
-47926,2024-06-15 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.815,False,Press cycle dwell time lengthened during high-volume batch.
-47927,2024-06-15 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.503,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47928,2024-06-15 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.495,False,Sensor battery health remains nominal after firmware update.
-47929,2024-06-15 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.24,False,Machine throughput increase drove sustained pressure uplift.
-47930,2024-06-15 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.04,False,Humidity baseline improved after seal replacement.
-47931,2024-06-15 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.385,False,Humidity readings track seasonal rise across late spring.
-47932,2024-06-15 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.36,False,Thermal ramp exceeded expected warmup curve before shift start.
-47933,2024-06-15 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.896,False,Ambient temperature stabilized after HVAC stage-two engagement.
-47934,2024-06-15 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.566,False,Humidity excursion near finishing booth during coating run.
-47935,2024-06-15 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.192,False,Pressure settled back to nominal after valve reseat.
-47936,2024-06-15 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.797,False,Air handler maintenance reduced humidity variance on finishing line.
-47937,2024-06-15 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.786,False,Pressure settled back to nominal after valve reseat.
-47938,2024-06-15 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.289,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-47939,2024-06-15 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.918,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47940,2024-06-15 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.897,False,Operator reported intermittent chatter on machine CNC-04.
-47941,2024-06-15 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.074,False,Operator reported intermittent chatter on machine CNC-04.
-47942,2024-06-15 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.142,False,Humidity excursion near finishing booth during coating run.
-47943,2024-06-15 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.928,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47944,2024-06-15 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.718,False,Reliability engineer tagged sample window for model retraining.
-47945,2024-06-15 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.823,False,Maintenance crew confirmed lubrication interval was missed.
-47946,2024-06-15 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.471,False,Reliability engineer tagged sample window for model retraining.
-47947,2024-06-15 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.909,False,Maintenance crew confirmed lubrication interval was missed.
-47948,2024-06-15 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.936,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-47949,2024-06-15 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.491,False,Maintenance note logged for coupling imbalance inspection.
-47950,2024-06-15 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,58.274,False,Edge collector replayed buffered events after network recovery.
-47951,2024-06-15 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.19,False,Pressure settled back to nominal after valve reseat.
-47952,2024-06-15 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.746,False,Temporary gateway failover completed without data loss.
-47953,2024-06-15 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.322,False,Shift handoff note referenced unusual noise near press enclosure.
-47954,2024-06-15 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.565,False,Compressed air fluctuation introduced pressure noise for two cycles.
-47955,2024-06-15 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.692,False,Humidity climbed during dock-door open period in afternoon shift.
-47956,2024-06-15 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.937,False,Temperature variance narrowed after coolant nozzle cleaning.
-47957,2024-06-15 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.909,False,Shift handoff note referenced unusual noise near press enclosure.
-47958,2024-06-15 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.583,False,Temperature remained elevated during unscheduled overtime run.
-47959,2024-06-15 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Temperature remained elevated during unscheduled overtime run.
-47960,2024-06-15 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.951,False,Sensor 3 drift suspected after cross-check with manual gauge.
-47961,2024-06-15 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.392,False,Operator reported intermittent chatter on machine CNC-04.
-47962,2024-06-15 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.594,False,Sensor enclosure opened for manual calibration verification.
-47963,2024-06-15 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.562,False,Reliability engineer tagged sample window for model retraining.
-47964,2024-06-15 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.734,False,Coolant loop adjustment reduced chamber temperature spread.
-47965,2024-06-15 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.692,False,Edge collector replayed buffered events after network recovery.
-47966,2024-06-15 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.369,False,Operator reported intermittent chatter on machine CNC-04.
-47967,2024-06-15 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.004,False,Quality team requested trace review for lot 24-118B.
-47968,2024-06-15 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.264,False,Machine throughput increase drove sustained pressure uplift.
-47969,2024-06-15 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.105,False,Short-lived packet loss observed at edge gateway gw-02.
-47970,2024-06-15 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.317,False,Temperature remained elevated during unscheduled overtime run.
-47971,2024-06-15 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.095,False,Maintenance scheduler deferred calibration due to spare shortage.
-47972,2024-06-15 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.144,False,Temperature remained elevated during unscheduled overtime run.
-47973,2024-06-15 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.226,False,Humidity excursion near finishing booth during coating run.
-47974,2024-06-15 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.552,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47975,2024-06-15 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.307,False,Quality team requested trace review for lot 24-118B.
-47976,2024-06-15 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.385,False,Maintenance scheduler deferred calibration due to spare shortage.
-47977,2024-06-15 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.368,False,Pressure line purge completed before restart authorization.
-47978,2024-06-15 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.65,False,Night shift startup produced higher than normal vibration floor.
-47979,2024-06-15 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.483,False,Short-lived packet loss observed at edge gateway gw-02.
-47980,2024-06-15 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.365,False,Edge collector replayed buffered events after network recovery.
-47981,2024-06-15 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.521,False,Warning threshold updated for pilot predictive-maintenance model.
-47982,2024-06-15 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.503,False,Anomaly review flagged possible bearing wear progression.
-47983,2024-06-15 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.971,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47984,2024-06-15 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.577,False,Sensor signal clipping observed during startup surge.
-47985,2024-06-15 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.324,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-47986,2024-06-15 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.185,False,Vibration baseline recovered after tool holder replacement.
-47987,2024-06-15 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Unbalanced load introduced cyclical pressure ripple.
-47988,2024-06-15 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.099,False,Pressure line purge completed before restart authorization.
-47989,2024-06-15 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.366,False,Heat-treat furnace door cycling increased localized temperature spikes.
-47990,2024-06-15 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.24,False,Pressure line purge completed before restart authorization.
-47991,2024-06-15 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.153,False,Operator reported intermittent chatter on machine CNC-04.
-47992,2024-06-15 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.76,False,Thermal ramp exceeded expected warmup curve before shift start.
-47993,2024-06-15 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.6,False,Coolant loop adjustment reduced chamber temperature spread.
-47994,2024-06-15 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.09,False,Machine idle period extended during planned sanitation window.
-47995,2024-06-15 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.971,False,Anomaly review flagged possible bearing wear progression.
-47996,2024-06-15 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.841,False,Temporary gateway failover completed without data loss.
-47997,2024-06-15 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.673,False,Shift handoff note referenced unusual noise near press enclosure.
-47998,2024-06-15 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.206,False,Thermal overshoot event coincided with recipe change on furnace.
-47999,2024-06-15 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.166,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48000,2024-06-15 15:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,36.667,False,Humidity baseline improved after seal replacement.
-48001,2024-06-15 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.978,False,Machine idle period extended during planned sanitation window.
-48002,2024-06-15 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.912,False,Night shift startup produced higher than normal vibration floor.
-48003,2024-06-15 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.616,False,Thermal overshoot event coincided with recipe change on furnace.
-48004,2024-06-15 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.169,False,Calibration check overdue by 11 days for press-line transducer.
-48005,2024-06-15 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.24,False,Humidity excursion near finishing booth during coating run.
-48006,2024-06-15 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.308,False,Sensor enclosure opened for manual calibration verification.
-48007,2024-06-15 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.776,False,Maintenance scheduler deferred calibration due to spare shortage.
-48008,2024-06-15 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.291,False,Reliability engineer tagged sample window for model retraining.
-48009,2024-06-15 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.679,False,Shift handoff note referenced unusual noise near press enclosure.
-48010,2024-06-15 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.7,False,Sensor signal clipping observed during startup surge.
-48011,2024-06-15 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.057,False,Vibration baseline recovered after tool holder replacement.
-48012,2024-06-15 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.887,False,Calibration check overdue by 11 days for press-line transducer.
-48013,2024-06-15 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.504,False,Vibration baseline recovered after tool holder replacement.
-48014,2024-06-15 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.555,False,Sensor enclosure opened for manual calibration verification.
-48015,2024-06-15 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.224,False,Quality team requested trace review for lot 24-118B.
-48016,2024-06-15 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.91,False,Vibration baseline recovered after tool holder replacement.
-48017,2024-06-15 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.848,False,Reliability engineer tagged sample window for model retraining.
-48018,2024-06-15 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.878,False,Shift handoff note referenced unusual noise near press enclosure.
-48019,2024-06-15 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.983,False,Sensor signal clipping observed during startup surge.
-48020,2024-06-15 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.876,False,Warning threshold updated for pilot predictive-maintenance model.
-48021,2024-06-15 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.396,False,Shift handoff note referenced unusual noise near press enclosure.
-48022,2024-06-15 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.5,False,Temporary gateway failover completed without data loss.
-48023,2024-06-15 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.182,False,Coolant loop adjustment reduced chamber temperature spread.
-48024,2024-06-15 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.19,False,Temperature variance narrowed after coolant nozzle cleaning.
-48025,2024-06-15 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.219,False,Sensor battery health remains nominal after firmware update.
-48026,2024-06-15 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,68.002,False,Condensation warning cleared after dehumidifier ramp-up.
-48027,2024-06-15 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.896,False,Machine throughput increase drove sustained pressure uplift.
-48028,2024-06-15 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.866,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48029,2024-06-15 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.287,False,Quality team requested trace review for lot 24-118B.
-48030,2024-06-15 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.467,False,Edge collector replayed buffered events after network recovery.
-48031,2024-06-15 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.248,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48032,2024-06-15 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,51.494,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48033,2024-06-15 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.52,False,Thermal ramp exceeded expected warmup curve before shift start.
-48034,2024-06-15 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.428,False,Thermal overshoot event coincided with recipe change on furnace.
-48035,2024-06-15 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.462,False,SCADA backfill inserted two delayed telemetry points.
-48036,2024-06-15 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.748,False,Vibration harmonics broadened during extended production run.
-48037,2024-06-15 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.904,False,Bearing temperature rising faster than baseline on spindle cell.
-48038,2024-06-15 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.122,False,Unbalanced load introduced cyclical pressure ripple.
-48039,2024-06-15 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.076,False,Humidity baseline improved after seal replacement.
-48040,2024-06-15 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.984,False,Bearing temperature rising faster than baseline on spindle cell.
-48041,2024-06-15 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.241,False,Edge collector replayed buffered events after network recovery.
-48042,2024-06-15 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,78.525,False,Night shift startup produced higher than normal vibration floor.
-48043,2024-06-15 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.696,False,Telemetry quality flag downgraded during sensor self-test window.
-48044,2024-06-15 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.745,False,Maintenance note logged for coupling imbalance inspection.
-48045,2024-06-15 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.677,False,Condensation warning cleared after dehumidifier ramp-up.
-48046,2024-06-15 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.702,False,Bearing temperature rising faster than baseline on spindle cell.
-48047,2024-06-15 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.625,False,Humidity readings track seasonal rise across late spring.
-48048,2024-06-15 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.586,False,Telemetry quality flag downgraded during sensor self-test window.
-48049,2024-06-15 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.421,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48050,2024-06-15 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.462,False,Short-lived packet loss observed at edge gateway gw-02.
-48051,2024-06-15 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.275,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48052,2024-06-15 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.621,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48053,2024-06-15 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.642,False,Sensor signal clipping observed during startup surge.
-48054,2024-06-15 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.5,False,Coolant loop adjustment reduced chamber temperature spread.
-48055,2024-06-15 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.988,False,Humidity baseline improved after seal replacement.
-48056,2024-06-15 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.446,False,Warning threshold updated for pilot predictive-maintenance model.
-48057,2024-06-15 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.01,False,Telemetry quality flag downgraded during sensor self-test window.
-48058,2024-06-15 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.765,False,Telemetry quality flag downgraded during sensor self-test window.
-48059,2024-06-15 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,5.607,False,Vibration baseline recovered after tool holder replacement.
-48060,2024-06-15 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.725,False,Night shift startup produced higher than normal vibration floor.
-48061,2024-06-15 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.853,False,Vibration baseline recovered after tool holder replacement.
-48062,2024-06-15 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.841,False,Telemetry quality flag downgraded during sensor self-test window.
-48063,2024-06-15 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.178,False,Temperature variance narrowed after coolant nozzle cleaning.
-48064,2024-06-15 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.554,False,Press cycle dwell time lengthened during high-volume batch.
-48065,2024-06-15 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.266,False,SCADA backfill inserted two delayed telemetry points.
-48066,2024-06-15 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.504,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48067,2024-06-15 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.386,False,Unbalanced load introduced cyclical pressure ripple.
-48068,2024-06-15 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.149,False,Humidity baseline improved after seal replacement.
-48069,2024-06-15 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.986,False,Vibration harmonics broadened during extended production run.
-48070,2024-06-15 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.142,False,Air handler maintenance reduced humidity variance on finishing line.
-48071,2024-06-15 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.82,False,Bearing temperature rising faster than baseline on spindle cell.
-48072,2024-06-15 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.956,False,Condensation warning cleared after dehumidifier ramp-up.
-48073,2024-06-15 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.324,False,Sensor enclosure opened for manual calibration verification.
-48074,2024-06-15 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.288,False,Short-lived packet loss observed at edge gateway gw-02.
-48075,2024-06-15 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.478,False,Humidity readings track seasonal rise across late spring.
-48076,2024-06-15 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.072,False,Vibration baseline recovered after tool holder replacement.
-48077,2024-06-15 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.907,False,Telemetry quality flag downgraded during sensor self-test window.
-48078,2024-06-15 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.625,False,Humidity readings track seasonal rise across late spring.
-48079,2024-06-15 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.911,False,Shift handoff note referenced unusual noise near press enclosure.
-48080,2024-06-15 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.561,False,Unbalanced load introduced cyclical pressure ripple.
-48081,2024-06-15 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.765,False,Temperature variance narrowed after coolant nozzle cleaning.
-48082,2024-06-15 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.509,False,Pressure peak corresponds to oversized billet batch processing.
-48083,2024-06-15 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.156,False,Dust extraction fan offline for 18 minutes on line finishing.
-48084,2024-06-15 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.119,False,Supervisory alert generated after three consecutive threshold breaches.
-48085,2024-06-15 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.278,False,Operator reset acknowledged after red-tag inspection.
-48086,2024-06-15 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.371,False,Pressure settled back to nominal after valve reseat.
-48087,2024-06-15 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.418,False,Bearing temperature rising faster than baseline on spindle cell.
-48088,2024-06-15 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.633,False,Quality team requested trace review for lot 24-118B.
-48089,2024-06-15 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.26,False,Sensor signal clipping observed during startup surge.
-48090,2024-06-15 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.311,False,Operator reported intermittent chatter on machine CNC-04.
-48091,2024-06-15 23:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.291,False,Warning threshold updated for pilot predictive-maintenance model.
-48092,2024-06-15 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.916,False,Operator reported intermittent chatter on machine CNC-04.
-48093,2024-06-15 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.652,False,Quality hold reduced finishing booth activity for one shift.
-48094,2024-06-15 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.584,False,Thermal overshoot event coincided with recipe change on furnace.
-48095,2024-06-15 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.934,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48096,2024-06-15 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,44.062,False,Humidity climbed during dock-door open period in afternoon shift.
-48097,2024-06-16 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.937,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48098,2024-06-16 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.228,False,Vibration harmonics broadened during extended production run.
-48099,2024-06-16 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Vibration harmonics broadened during extended production run.
-48100,2024-06-16 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.548,False,Bearing temperature rising faster than baseline on spindle cell.
-48101,2024-06-16 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.479,False,Pressure settled back to nominal after valve reseat.
-48102,2024-06-16 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.025,False,Pressure settled back to nominal after valve reseat.
-48103,2024-06-16 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.622,False,Sensor enclosure opened for manual calibration verification.
-48104,2024-06-16 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.578,False,Thermal ramp exceeded expected warmup curve before shift start.
-48105,2024-06-16 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.488,False,Shift handoff note referenced unusual noise near press enclosure.
-48106,2024-06-16 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.413,False,SCADA backfill inserted two delayed telemetry points.
-48107,2024-06-16 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.324,False,Sensor heartbeat delayed by one interval after gateway retry.
-48108,2024-06-16 00:55:00,4,humidity,percent,PAINT-01,finishing,night,critical,39.497,False,Telemetry quality flag downgraded during sensor self-test window.
-48109,2024-06-16 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.996,False,Telemetry quality flag downgraded during sensor self-test window.
-48110,2024-06-16 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.751,False,Quality team requested trace review for lot 24-118B.
-48111,2024-06-16 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.419,False,Operator reset acknowledged after red-tag inspection.
-48112,2024-06-16 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.635,False,Calibration check overdue by 11 days for press-line transducer.
-48113,2024-06-16 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.938,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48114,2024-06-16 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.008,False,Condensation warning cleared after dehumidifier ramp-up.
-48115,2024-06-16 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.054,False,Operator reset acknowledged after red-tag inspection.
-48116,2024-06-16 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.034,False,Humidity excursion near finishing booth during coating run.
-48117,2024-06-16 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.301,False,Vibration harmonics broadened during extended production run.
-48118,2024-06-16 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.575,False,Pressure peak corresponds to oversized billet batch processing.
-48119,2024-06-16 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.844,False,Machine idle period extended during planned sanitation window.
-48120,2024-06-16 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.484,False,Humidity readings track seasonal rise across late spring.
-48121,2024-06-16 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.184,False,Sensor battery health remains nominal after firmware update.
-48122,2024-06-16 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.457,False,Thermal ramp exceeded expected warmup curve before shift start.
-48123,2024-06-16 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.365,False,Sensor heartbeat delayed by one interval after gateway retry.
-48124,2024-06-16 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,33.959,False,Sensor battery health remains nominal after firmware update.
-48125,2024-06-16 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.708,False,Maintenance crew confirmed lubrication interval was missed.
-48126,2024-06-16 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.162,False,Supervisory alert generated after three consecutive threshold breaches.
-48127,2024-06-16 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.371,False,Humidity excursion near finishing booth during coating run.
-48128,2024-06-16 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.732,False,Vibration baseline recovered after tool holder replacement.
-48129,2024-06-16 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.503,False,Machine idle period extended during planned sanitation window.
-48130,2024-06-16 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.826,False,Telemetry quality flag downgraded during sensor self-test window.
-48131,2024-06-16 02:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.819,False,Transient outlier matched forklift impact near cabinet wall.
-48132,2024-06-16 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.073,False,Quality hold reduced finishing booth activity for one shift.
-48133,2024-06-16 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.612,False,Edge collector replayed buffered events after network recovery.
-48134,2024-06-16 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.069,False,Temporary gateway failover completed without data loss.
-48135,2024-06-16 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.328,False,Operator reported intermittent chatter on machine CNC-04.
-48136,2024-06-16 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.391,False,Sensor enclosure opened for manual calibration verification.
-48137,2024-06-16 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.562,False,Temperature variance narrowed after coolant nozzle cleaning.
-48138,2024-06-16 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.741,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48139,2024-06-16 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.713,False,Maintenance note logged for coupling imbalance inspection.
-48140,2024-06-16 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.255,False,Sensor enclosure opened for manual calibration verification.
-48141,2024-06-16 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.385,False,Vibration burst exceeds envelope during tool change cycle.
-48142,2024-06-16 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.731,False,Thermal ramp exceeded expected warmup curve before shift start.
-48143,2024-06-16 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.568,False,Machine throughput increase drove sustained pressure uplift.
-48144,2024-06-16 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.842,False,Quality team requested trace review for lot 24-118B.
-48145,2024-06-16 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.09,False,Humidity readings track seasonal rise across late spring.
-48146,2024-06-16 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,58.643,False,Humidity climbed during dock-door open period in afternoon shift.
-48147,2024-06-16 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.768,False,Transient outlier matched forklift impact near cabinet wall.
-48148,2024-06-16 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.89,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48149,2024-06-16 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.308,False,Shift handoff note referenced unusual noise near press enclosure.
-48150,2024-06-16 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.689,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48151,2024-06-16 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.814,False,Calibration check overdue by 11 days for press-line transducer.
-48152,2024-06-16 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.022,False,Quality hold reduced finishing booth activity for one shift.
-48153,2024-06-16 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.602,False,Dust extraction fan offline for 18 minutes on line finishing.
-48154,2024-06-16 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.061,False,Shift handoff note referenced unusual noise near press enclosure.
-48155,2024-06-16 04:50:00,3,pressure,bar,HYD-07,press-line,night,critical,6.88,False,Machine throughput increase drove sustained pressure uplift.
-48156,2024-06-16 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.775,False,Vibration burst exceeds envelope during tool change cycle.
-48157,2024-06-16 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.985,False,Vibration harmonics broadened during extended production run.
-48158,2024-06-16 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.569,False,Calibration check overdue by 11 days for press-line transducer.
-48159,2024-06-16 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.401,False,Transient outlier matched forklift impact near cabinet wall.
-48160,2024-06-16 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.909,False,Thermal overshoot event coincided with recipe change on furnace.
-48161,2024-06-16 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.742,False,Quality team requested trace review for lot 24-118B.
-48162,2024-06-16 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.517,False,Pressure line purge completed before restart authorization.
-48163,2024-06-16 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.52,False,Press cycle dwell time lengthened during high-volume batch.
-48164,2024-06-16 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.396,False,Pressure peak corresponds to oversized billet batch processing.
-48165,2024-06-16 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.7,False,Bearing temperature rising faster than baseline on spindle cell.
-48166,2024-06-16 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.328,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48167,2024-06-16 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.022,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48168,2024-06-16 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.313,False,Pressure settled back to nominal after valve reseat.
-48169,2024-06-16 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.838,False,Sensor enclosure opened for manual calibration verification.
-48170,2024-06-16 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,81.311,False,Calibration check overdue by 11 days for press-line transducer.
-48171,2024-06-16 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.147,False,SCADA backfill inserted two delayed telemetry points.
-48172,2024-06-16 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.62,False,Operator reset acknowledged after red-tag inspection.
-48173,2024-06-16 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Edge collector replayed buffered events after network recovery.
-48174,2024-06-16 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.661,False,Pressure line purge completed before restart authorization.
-48175,2024-06-16 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.941,False,Packaging line stop reduced adjacent vibration background.
-48176,2024-06-16 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.924,False,Night shift startup produced higher than normal vibration floor.
-48177,2024-06-16 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.158,False,Unbalanced load introduced cyclical pressure ripple.
-48178,2024-06-16 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.807,False,Maintenance scheduler deferred calibration due to spare shortage.
-48179,2024-06-16 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.018,False,Short-lived packet loss observed at edge gateway gw-02.
-48180,2024-06-16 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.697,False,Press cycle dwell time lengthened during high-volume batch.
-48181,2024-06-16 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.747,False,Edge collector replayed buffered events after network recovery.
-48182,2024-06-16 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.657,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48183,2024-06-16 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.558,False,Humidity excursion near finishing booth during coating run.
-48184,2024-06-16 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.49,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48185,2024-06-16 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.208,False,Temperature variance narrowed after coolant nozzle cleaning.
-48186,2024-06-16 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.951,False,Sensor enclosure opened for manual calibration verification.
-48187,2024-06-16 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.62,False,Short-lived packet loss observed at edge gateway gw-02.
-48188,2024-06-16 07:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,52.156,False,Humidity baseline improved after seal replacement.
-48189,2024-06-16 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.589,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48190,2024-06-16 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.215,False,Maintenance crew confirmed lubrication interval was missed.
-48191,2024-06-16 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.914,False,Hydraulic line pressure oscillation detected under load.
-48192,2024-06-16 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.81,False,Transient outlier matched forklift impact near cabinet wall.
-48193,2024-06-16 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.415,False,Coolant loop adjustment reduced chamber temperature spread.
-48194,2024-06-16 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.487,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48195,2024-06-16 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.549,False,Vibration harmonics broadened during extended production run.
-48196,2024-06-16 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.142,False,Operator reported intermittent chatter on machine CNC-04.
-48197,2024-06-16 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.367,False,Pressure line purge completed before restart authorization.
-48198,2024-06-16 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.237,False,Temperature remained elevated during unscheduled overtime run.
-48199,2024-06-16 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.92,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48200,2024-06-16 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.276,False,Maintenance crew confirmed lubrication interval was missed.
-48201,2024-06-16 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.054,False,Condensation warning cleared after dehumidifier ramp-up.
-48202,2024-06-16 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.525,False,Air handler maintenance reduced humidity variance on finishing line.
-48203,2024-06-16 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.866,False,Hydraulic line pressure oscillation detected under load.
-48204,2024-06-16 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.346,False,Press cycle dwell time lengthened during high-volume batch.
-48205,2024-06-16 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.651,False,Dust extraction fan offline for 18 minutes on line finishing.
-48206,2024-06-16 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.097,False,Sensor signal clipping observed during startup surge.
-48207,2024-06-16 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.584,False,Quality hold reduced finishing booth activity for one shift.
-48208,2024-06-16 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.153,False,Temporary gateway failover completed without data loss.
-48209,2024-06-16 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.117,False,Calibration check overdue by 11 days for press-line transducer.
-48210,2024-06-16 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.602,False,Thermal ramp exceeded expected warmup curve before shift start.
-48211,2024-06-16 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.584,False,Maintenance note logged for coupling imbalance inspection.
-48212,2024-06-16 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.281,False,Sensor heartbeat delayed by one interval after gateway retry.
-48213,2024-06-16 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.217,False,Thermal overshoot event coincided with recipe change on furnace.
-48214,2024-06-16 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.327,False,Short-lived packet loss observed at edge gateway gw-02.
-48215,2024-06-16 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.604,False,Shift handoff note referenced unusual noise near press enclosure.
-48216,2024-06-16 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.045,False,Anomaly review flagged possible bearing wear progression.
-48217,2024-06-16 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.494,False,Anomaly review flagged possible bearing wear progression.
-48218,2024-06-16 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.5,False,Temperature remained elevated during unscheduled overtime run.
-48219,2024-06-16 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.19,False,Humidity baseline improved after seal replacement.
-48220,2024-06-16 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.479,False,Bearing temperature rising faster than baseline on spindle cell.
-48221,2024-06-16 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.532,False,Press cycle dwell time lengthened during high-volume batch.
-48222,2024-06-16 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.749,False,Maintenance crew confirmed lubrication interval was missed.
-48223,2024-06-16 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.516,False,Humidity baseline improved after seal replacement.
-48224,2024-06-16 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.532,False,Maintenance crew confirmed lubrication interval was missed.
-48225,2024-06-16 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.821,False,Thermal overshoot event coincided with recipe change on furnace.
-48226,2024-06-16 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.983,False,Machine throughput increase drove sustained pressure uplift.
-48227,2024-06-16 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.366,False,Calibration check overdue by 11 days for press-line transducer.
-48228,2024-06-16 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.146,False,Packaging line stop reduced adjacent vibration background.
-48229,2024-06-16 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48230,2024-06-16 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.971,False,Transient outlier matched forklift impact near cabinet wall.
-48231,2024-06-16 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.858,False,Supervisory alert generated after three consecutive threshold breaches.
-48232,2024-06-16 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.649,False,Humidity readings track seasonal rise across late spring.
-48233,2024-06-16 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.447,False,Sensor heartbeat delayed by one interval after gateway retry.
-48234,2024-06-16 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.027,False,Vibration harmonics broadened during extended production run.
-48235,2024-06-16 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.848,False,Operator reported intermittent chatter on machine CNC-04.
-48236,2024-06-16 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.15,False,Operator reported intermittent chatter on machine CNC-04.
-48237,2024-06-16 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.171,False,Thermal overshoot event coincided with recipe change on furnace.
-48238,2024-06-16 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.231,False,Sensor enclosure opened for manual calibration verification.
-48239,2024-06-16 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.117,False,Dust extraction fan offline for 18 minutes on line finishing.
-48240,2024-06-16 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.88,False,Sensor signal clipping observed during startup surge.
-48241,2024-06-16 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.383,False,Pressure peak corresponds to oversized billet batch processing.
-48242,2024-06-16 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,74.482,False,Calibration check overdue by 11 days for press-line transducer.
-48243,2024-06-16 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.968,False,Operator reset acknowledged after red-tag inspection.
-48244,2024-06-16 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.258,False,Humidity excursion near finishing booth during coating run.
-48245,2024-06-16 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.162,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48246,2024-06-16 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.716,False,Bearing temperature rising faster than baseline on spindle cell.
-48247,2024-06-16 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.862,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48248,2024-06-16 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.501,False,Quality team requested trace review for lot 24-118B.
-48249,2024-06-16 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.606,False,Pressure line purge completed before restart authorization.
-48250,2024-06-16 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.154,False,SCADA backfill inserted two delayed telemetry points.
-48251,2024-06-16 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.444,False,Maintenance note logged for coupling imbalance inspection.
-48252,2024-06-16 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.987,False,Maintenance note logged for coupling imbalance inspection.
-48253,2024-06-16 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.783,False,Thermal ramp exceeded expected warmup curve before shift start.
-48254,2024-06-16 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.503,False,Operator reported intermittent chatter on machine CNC-04.
-48255,2024-06-16 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.765,False,Temporary gateway failover completed without data loss.
-48256,2024-06-16 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.033,False,Dust extraction fan offline for 18 minutes on line finishing.
-48257,2024-06-16 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.879,False,Packaging line stop reduced adjacent vibration background.
-48258,2024-06-16 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.984,False,Sensor heartbeat delayed by one interval after gateway retry.
-48259,2024-06-16 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.082,False,Air handler maintenance reduced humidity variance on finishing line.
-48260,2024-06-16 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.11,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48261,2024-06-16 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.212,False,Calibration check overdue by 11 days for press-line transducer.
-48262,2024-06-16 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.494,False,Reliability engineer tagged sample window for model retraining.
-48263,2024-06-16 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.927,False,Packaging line stop reduced adjacent vibration background.
-48264,2024-06-16 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.372,False,SCADA backfill inserted two delayed telemetry points.
-48265,2024-06-16 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.561,False,Warning threshold updated for pilot predictive-maintenance model.
-48266,2024-06-16 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.881,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48267,2024-06-16 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.668,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48268,2024-06-16 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.35,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48269,2024-06-16 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.494,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48270,2024-06-16 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.074,False,Maintenance scheduler deferred calibration due to spare shortage.
-48271,2024-06-16 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.885,False,Air handler maintenance reduced humidity variance on finishing line.
-48272,2024-06-16 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.411,False,SCADA backfill inserted two delayed telemetry points.
-48273,2024-06-16 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.685,False,Anomaly review flagged possible bearing wear progression.
-48274,2024-06-16 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.975,False,Pressure settled back to nominal after valve reseat.
-48275,2024-06-16 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.154,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48276,2024-06-16 14:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,47.394,False,Humidity baseline improved after seal replacement.
-48277,2024-06-16 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.626,False,Packaging line stop reduced adjacent vibration background.
-48278,2024-06-16 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.853,False,Humidity readings track seasonal rise across late spring.
-48279,2024-06-16 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.678,False,Air handler maintenance reduced humidity variance on finishing line.
-48280,2024-06-16 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.489,False,Short-lived packet loss observed at edge gateway gw-02.
-48281,2024-06-16 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.814,False,Supervisory alert generated after three consecutive threshold breaches.
-48282,2024-06-16 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.959,False,Reliability engineer tagged sample window for model retraining.
-48283,2024-06-16 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.778,False,Operator reported intermittent chatter on machine CNC-04.
-48284,2024-06-16 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.38,False,Temporary gateway failover completed without data loss.
-48285,2024-06-16 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.538,False,Sensor heartbeat delayed by one interval after gateway retry.
-48286,2024-06-16 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.507,False,Shift handoff note referenced unusual noise near press enclosure.
-48287,2024-06-16 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.636,False,Humidity readings track seasonal rise across late spring.
-48288,2024-06-16 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.875,False,Operator reset acknowledged after red-tag inspection.
-48289,2024-06-16 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.392,False,Humidity readings track seasonal rise across late spring.
-48290,2024-06-16 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.801,False,Night shift startup produced higher than normal vibration floor.
-48291,2024-06-16 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.624,False,Supervisory alert generated after three consecutive threshold breaches.
-48292,2024-06-16 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.088,False,Machine throughput increase drove sustained pressure uplift.
-48293,2024-06-16 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.147,False,Telemetry quality flag downgraded during sensor self-test window.
-48294,2024-06-16 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.27,False,Maintenance note logged for coupling imbalance inspection.
-48295,2024-06-16 16:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.863,False,Humidity excursion near finishing booth during coating run.
-48296,2024-06-16 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.9,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48297,2024-06-16 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.143,False,Unbalanced load introduced cyclical pressure ripple.
-48298,2024-06-16 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.222,False,Coolant loop adjustment reduced chamber temperature spread.
-48299,2024-06-16 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.351,False,Hydraulic line pressure oscillation detected under load.
-48300,2024-06-16 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.025,False,SCADA backfill inserted two delayed telemetry points.
-48301,2024-06-16 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.876,False,Maintenance scheduler deferred calibration due to spare shortage.
-48302,2024-06-16 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.651,False,Short-lived packet loss observed at edge gateway gw-02.
-48303,2024-06-16 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.269,False,Warning threshold updated for pilot predictive-maintenance model.
-48304,2024-06-16 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.663,False,SCADA backfill inserted two delayed telemetry points.
-48305,2024-06-16 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.786,False,Warning threshold updated for pilot predictive-maintenance model.
-48306,2024-06-16 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,67.327,False,Short-lived packet loss observed at edge gateway gw-02.
-48307,2024-06-16 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.177,False,Temporary gateway failover completed without data loss.
-48308,2024-06-16 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.007,False,Calibration check overdue by 11 days for press-line transducer.
-48309,2024-06-16 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.251,False,Pressure peak corresponds to oversized billet batch processing.
-48310,2024-06-16 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.014,False,Machine idle period extended during planned sanitation window.
-48311,2024-06-16 17:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.463,False,Telemetry quality flag downgraded during sensor self-test window.
-48312,2024-06-16 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.761,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48313,2024-06-16 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.859,False,Warning threshold updated for pilot predictive-maintenance model.
-48314,2024-06-16 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.643,False,Operator reported intermittent chatter on machine CNC-04.
-48315,2024-06-16 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,6.747,False,Humidity climbed during dock-door open period in afternoon shift.
-48316,2024-06-16 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.978,False,Operator reset acknowledged after red-tag inspection.
-48317,2024-06-16 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.112,False,Maintenance scheduler deferred calibration due to spare shortage.
-48318,2024-06-16 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.348,False,Edge collector replayed buffered events after network recovery.
-48319,2024-06-16 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.568,False,Night shift startup produced higher than normal vibration floor.
-48320,2024-06-16 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.79,False,Night shift startup produced higher than normal vibration floor.
-48321,2024-06-16 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.114,False,Sensor enclosure opened for manual calibration verification.
-48322,2024-06-16 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.982,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48323,2024-06-16 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.758,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48324,2024-06-16 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.302,False,Press cycle dwell time lengthened during high-volume batch.
-48325,2024-06-16 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.992,False,Anomaly review flagged possible bearing wear progression.
-48326,2024-06-16 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.946,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48327,2024-06-16 19:10:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.138,False,Temporary gateway failover completed without data loss.
-48328,2024-06-16 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.581,False,Maintenance scheduler deferred calibration due to spare shortage.
-48329,2024-06-16 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.599,False,Thermal overshoot event coincided with recipe change on furnace.
-48330,2024-06-16 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.883,False,Sensor battery health remains nominal after firmware update.
-48331,2024-06-16 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.091,False,Calibration check overdue by 11 days for press-line transducer.
-48332,2024-06-16 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.045,False,Sensor signal clipping observed during startup surge.
-48333,2024-06-16 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.736,False,Machine idle period extended during planned sanitation window.
-48334,2024-06-16 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.091,False,Vibration burst exceeds envelope during tool change cycle.
-48335,2024-06-16 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.042,False,Operator reset acknowledged after red-tag inspection.
-48336,2024-06-16 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.433,False,Shift handoff note referenced unusual noise near press enclosure.
-48337,2024-06-16 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.951,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48338,2024-06-16 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.895,False,Bearing temperature rising faster than baseline on spindle cell.
-48339,2024-06-16 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.705,False,Pressure settled back to nominal after valve reseat.
-48340,2024-06-16 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.729,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48341,2024-06-16 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.48,False,Pressure peak corresponds to oversized billet batch processing.
-48342,2024-06-16 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.431,False,Operator reset acknowledged after red-tag inspection.
-48343,2024-06-16 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.738,False,Vibration baseline recovered after tool holder replacement.
-48344,2024-06-16 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.434,False,Temperature remained elevated during unscheduled overtime run.
-48345,2024-06-16 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.237,False,Pressure peak corresponds to oversized billet batch processing.
-48346,2024-06-16 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.235,False,Vibration burst exceeds envelope during tool change cycle.
-48347,2024-06-16 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.13,False,Machine idle period extended during planned sanitation window.
-48348,2024-06-16 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.683,False,Operator reset acknowledged after red-tag inspection.
-48349,2024-06-16 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.905,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48350,2024-06-16 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.106,False,Unbalanced load introduced cyclical pressure ripple.
-48351,2024-06-16 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.269,False,Operator reset acknowledged after red-tag inspection.
-48352,2024-06-16 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.818,False,Edge collector replayed buffered events after network recovery.
-48353,2024-06-16 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.583,False,Calibration check overdue by 11 days for press-line transducer.
-48354,2024-06-16 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.33,False,Thermal overshoot event coincided with recipe change on furnace.
-48355,2024-06-16 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.721,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48356,2024-06-16 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.413,False,Temporary gateway failover completed without data loss.
-48357,2024-06-16 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.567,False,Supervisory alert generated after three consecutive threshold breaches.
-48358,2024-06-16 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.256,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48359,2024-06-16 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.36,False,Quality team requested trace review for lot 24-118B.
-48360,2024-06-16 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.98,False,Press cycle dwell time lengthened during high-volume batch.
-48361,2024-06-16 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.406,False,Pressure settled back to nominal after valve reseat.
-48362,2024-06-16 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.388,False,Quality hold reduced finishing booth activity for one shift.
-48363,2024-06-16 22:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.759,False,Pressure line purge completed before restart authorization.
-48364,2024-06-16 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.626,False,Bearing temperature rising faster than baseline on spindle cell.
-48365,2024-06-16 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.641,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48366,2024-06-16 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.193,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48367,2024-06-16 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.153,False,Unbalanced load introduced cyclical pressure ripple.
-48368,2024-06-16 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.419,False,Sensor heartbeat delayed by one interval after gateway retry.
-48369,2024-06-16 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.704,False,Temperature variance narrowed after coolant nozzle cleaning.
-48370,2024-06-16 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.84,False,Sensor battery health remains nominal after firmware update.
-48371,2024-06-16 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.983,False,Supervisory alert generated after three consecutive threshold breaches.
-48372,2024-06-16 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.227,False,Bearing temperature rising faster than baseline on spindle cell.
-48373,2024-06-16 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.198,False,Telemetry quality flag downgraded during sensor self-test window.
-48374,2024-06-16 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.963,False,Hydraulic line pressure oscillation detected under load.
-48375,2024-06-16 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.877,False,Bearing temperature rising faster than baseline on spindle cell.
-48376,2024-06-16 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.179,False,Quality hold reduced finishing booth activity for one shift.
-48377,2024-06-16 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.823,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48378,2024-06-16 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.786,False,Vibration baseline recovered after tool holder replacement.
-48379,2024-06-16 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.935,False,Air handler maintenance reduced humidity variance on finishing line.
-48380,2024-06-16 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.927,False,Pressure line purge completed before restart authorization.
-48381,2024-06-16 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.75,False,Transient outlier matched forklift impact near cabinet wall.
-48382,2024-06-16 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.08,False,Packaging line stop reduced adjacent vibration background.
-48383,2024-06-16 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.986,False,Bearing temperature rising faster than baseline on spindle cell.
-48384,2024-06-16 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.702,False,Quality hold reduced finishing booth activity for one shift.
-48385,2024-06-17 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.43,False,Calibration check overdue by 11 days for press-line transducer.
-48386,2024-06-17 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.568,False,Temperature variance narrowed after coolant nozzle cleaning.
-48387,2024-06-17 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.625,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48388,2024-06-17 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.284,False,Pressure settled back to nominal after valve reseat.
-48389,2024-06-17 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.645,False,Pressure peak corresponds to oversized billet batch processing.
-48390,2024-06-17 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.96,False,Temperature remained elevated during unscheduled overtime run.
-48391,2024-06-17 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.972,False,Operator reported intermittent chatter on machine CNC-04.
-48392,2024-06-17 00:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,47.002,False,Vibration baseline recovered after tool holder replacement.
-48393,2024-06-17 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.384,False,Pressure settled back to nominal after valve reseat.
-48394,2024-06-17 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.102,False,Night shift startup produced higher than normal vibration floor.
-48395,2024-06-17 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.408,False,Operator reset acknowledged after red-tag inspection.
-48396,2024-06-17 00:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,52.666,False,Humidity climbed during dock-door open period in afternoon shift.
-48397,2024-06-17 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.332,False,Pressure settled back to nominal after valve reseat.
-48398,2024-06-17 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.737,False,Dust extraction fan offline for 18 minutes on line finishing.
-48399,2024-06-17 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.023,False,Machine idle period extended during planned sanitation window.
-48400,2024-06-17 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.76,False,Unbalanced load introduced cyclical pressure ripple.
-48401,2024-06-17 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.718,False,Thermal ramp exceeded expected warmup curve before shift start.
-48402,2024-06-17 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.614,False,Machine idle period extended during planned sanitation window.
-48403,2024-06-17 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.476,False,Temperature remained elevated during unscheduled overtime run.
-48404,2024-06-17 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.94,False,Thermal overshoot event coincided with recipe change on furnace.
-48405,2024-06-17 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.414,False,Supervisory alert generated after three consecutive threshold breaches.
-48406,2024-06-17 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.781,False,Machine idle period extended during planned sanitation window.
-48407,2024-06-17 01:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.036,False,Air handler maintenance reduced humidity variance on finishing line.
-48408,2024-06-17 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.715,False,Press cycle dwell time lengthened during high-volume batch.
-48409,2024-06-17 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.481,False,Dust extraction fan offline for 18 minutes on line finishing.
-48410,2024-06-17 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,78.321,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48411,2024-06-17 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.252,False,Humidity baseline improved after seal replacement.
-48412,2024-06-17 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.034,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48413,2024-06-17 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.162,False,Quality hold reduced finishing booth activity for one shift.
-48414,2024-06-17 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.884,False,Vibration burst exceeds envelope during tool change cycle.
-48415,2024-06-17 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.685,False,Hydraulic line pressure oscillation detected under load.
-48416,2024-06-17 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.37,False,Coolant loop adjustment reduced chamber temperature spread.
-48417,2024-06-17 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.945,False,Operator reported intermittent chatter on machine CNC-04.
-48418,2024-06-17 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,60.134,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48419,2024-06-17 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.28,False,Pressure line purge completed before restart authorization.
-48420,2024-06-17 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.996,False,Quality hold reduced finishing booth activity for one shift.
-48421,2024-06-17 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.415,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48422,2024-06-17 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,62.535,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48423,2024-06-17 03:10:00,3,pressure,bar,HYD-07,press-line,night,critical,8.747,False,SCADA backfill inserted two delayed telemetry points.
-48424,2024-06-17 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.375,False,Pressure peak corresponds to oversized billet batch processing.
-48425,2024-06-17 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.861,False,Maintenance scheduler deferred calibration due to spare shortage.
-48426,2024-06-17 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.275,False,Maintenance scheduler deferred calibration due to spare shortage.
-48427,2024-06-17 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.132,False,Humidity baseline improved after seal replacement.
-48428,2024-06-17 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,52.354,False,Operator reset acknowledged after red-tag inspection.
-48429,2024-06-17 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.809,False,Bearing temperature rising faster than baseline on spindle cell.
-48430,2024-06-17 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.292,False,Vibration burst exceeds envelope during tool change cycle.
-48431,2024-06-17 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.986,False,Sensor battery health remains nominal after firmware update.
-48432,2024-06-17 03:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.97,False,Maintenance crew confirmed lubrication interval was missed.
-48433,2024-06-17 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.319,False,Thermal overshoot event coincided with recipe change on furnace.
-48434,2024-06-17 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.683,False,Humidity readings track seasonal rise across late spring.
-48435,2024-06-17 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.793,False,Air handler maintenance reduced humidity variance on finishing line.
-48436,2024-06-17 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.446,False,Thermal overshoot event coincided with recipe change on furnace.
-48437,2024-06-17 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.331,False,Temporary gateway failover completed without data loss.
-48438,2024-06-17 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.679,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48439,2024-06-17 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.881,False,Machine idle period extended during planned sanitation window.
-48440,2024-06-17 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.385,False,Air handler maintenance reduced humidity variance on finishing line.
-48441,2024-06-17 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.708,False,Condensation warning cleared after dehumidifier ramp-up.
-48442,2024-06-17 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.637,False,Humidity baseline improved after seal replacement.
-48443,2024-06-17 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.333,False,Humidity baseline improved after seal replacement.
-48444,2024-06-17 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.872,False,Supervisory alert generated after three consecutive threshold breaches.
-48445,2024-06-17 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.273,False,Vibration baseline recovered after tool holder replacement.
-48446,2024-06-17 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.38,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48447,2024-06-17 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.532,False,Unbalanced load introduced cyclical pressure ripple.
-48448,2024-06-17 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.024,False,Vibration baseline recovered after tool holder replacement.
-48449,2024-06-17 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.106,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48450,2024-06-17 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.72,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48451,2024-06-17 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.636,False,Sensor signal clipping observed during startup surge.
-48452,2024-06-17 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.539,False,Temperature remained elevated during unscheduled overtime run.
-48453,2024-06-17 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.72,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48454,2024-06-17 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.397,False,Pressure line purge completed before restart authorization.
-48455,2024-06-17 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.664,False,Sensor heartbeat delayed by one interval after gateway retry.
-48456,2024-06-17 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,54.513,False,Vibration harmonics broadened during extended production run.
-48457,2024-06-17 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.92,False,Transient outlier matched forklift impact near cabinet wall.
-48458,2024-06-17 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.806,False,Pressure line purge completed before restart authorization.
-48459,2024-06-17 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.548,False,Pressure settled back to nominal after valve reseat.
-48460,2024-06-17 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.913,False,Humidity readings track seasonal rise across late spring.
-48461,2024-06-17 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.175,False,Vibration baseline recovered after tool holder replacement.
-48462,2024-06-17 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.973,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48463,2024-06-17 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.621,False,Pressure line purge completed before restart authorization.
-48464,2024-06-17 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.089,False,Bearing temperature rising faster than baseline on spindle cell.
-48465,2024-06-17 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.026,False,Humidity readings track seasonal rise across late spring.
-48466,2024-06-17 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.202,False,Operator reset acknowledged after red-tag inspection.
-48467,2024-06-17 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.441,False,Quality team requested trace review for lot 24-118B.
-48468,2024-06-17 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,41.846,False,Packaging line stop reduced adjacent vibration background.
-48469,2024-06-17 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.429,False,Sensor heartbeat delayed by one interval after gateway retry.
-48470,2024-06-17 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.437,False,Edge collector replayed buffered events after network recovery.
-48471,2024-06-17 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.043,False,Thermal ramp exceeded expected warmup curve before shift start.
-48472,2024-06-17 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.042,False,Pressure line purge completed before restart authorization.
-48473,2024-06-17 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.608,False,Quality hold reduced finishing booth activity for one shift.
-48474,2024-06-17 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.166,False,Hydraulic line pressure oscillation detected under load.
-48475,2024-06-17 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.653,False,SCADA backfill inserted two delayed telemetry points.
-48476,2024-06-17 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.992,False,Humidity readings track seasonal rise across late spring.
-48477,2024-06-17 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.206,False,Air handler maintenance reduced humidity variance on finishing line.
-48478,2024-06-17 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.517,False,Press cycle dwell time lengthened during high-volume batch.
-48479,2024-06-17 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.252,False,Sensor enclosure opened for manual calibration verification.
-48480,2024-06-17 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.393,False,Temperature variance narrowed after coolant nozzle cleaning.
-48481,2024-06-17 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.945,False,Pressure peak corresponds to oversized billet batch processing.
-48482,2024-06-17 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.491,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48483,2024-06-17 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.276,False,Operator reset acknowledged after red-tag inspection.
-48484,2024-06-17 08:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,36.878,False,Vibration baseline recovered after tool holder replacement.
-48485,2024-06-17 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.888,False,Calibration check overdue by 11 days for press-line transducer.
-48486,2024-06-17 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.527,False,Temperature remained elevated during unscheduled overtime run.
-48487,2024-06-17 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.385,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48488,2024-06-17 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.307,False,Short-lived packet loss observed at edge gateway gw-02.
-48489,2024-06-17 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,3.2,False,Warning threshold updated for pilot predictive-maintenance model.
-48490,2024-06-17 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.779,False,Temporary gateway failover completed without data loss.
-48491,2024-06-17 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.627,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48492,2024-06-17 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.029,False,Temporary gateway failover completed without data loss.
-48493,2024-06-17 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.359,False,Sensor heartbeat delayed by one interval after gateway retry.
-48494,2024-06-17 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.619,False,Edge collector replayed buffered events after network recovery.
-48495,2024-06-17 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.633,False,Air handler maintenance reduced humidity variance on finishing line.
-48496,2024-06-17 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.305,False,Humidity excursion near finishing booth during coating run.
-48497,2024-06-17 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.422,False,Vibration harmonics broadened during extended production run.
-48498,2024-06-17 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.228,False,Sensor battery health remains nominal after firmware update.
-48499,2024-06-17 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.687,False,Temperature remained elevated during unscheduled overtime run.
-48500,2024-06-17 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,30.705,False,Sensor enclosure opened for manual calibration verification.
-48501,2024-06-17 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.554,False,Transient outlier matched forklift impact near cabinet wall.
-48502,2024-06-17 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.66,False,Temporary gateway failover completed without data loss.
-48503,2024-06-17 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.733,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48504,2024-06-17 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.785,False,Unbalanced load introduced cyclical pressure ripple.
-48505,2024-06-17 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.017,False,Bearing temperature rising faster than baseline on spindle cell.
-48506,2024-06-17 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.427,False,Pressure peak corresponds to oversized billet batch processing.
-48507,2024-06-17 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.265,False,Temporary gateway failover completed without data loss.
-48508,2024-06-17 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.006,False,Warning threshold updated for pilot predictive-maintenance model.
-48509,2024-06-17 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.598,False,Quality hold reduced finishing booth activity for one shift.
-48510,2024-06-17 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.225,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48511,2024-06-17 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.602,False,Telemetry quality flag downgraded during sensor self-test window.
-48512,2024-06-17 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.306,False,Supervisory alert generated after three consecutive threshold breaches.
-48513,2024-06-17 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.563,False,Temperature remained elevated during unscheduled overtime run.
-48514,2024-06-17 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.734,False,Unbalanced load introduced cyclical pressure ripple.
-48515,2024-06-17 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,5.963,False,Quality team requested trace review for lot 24-118B.
-48516,2024-06-17 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.426,False,Humidity climbed during dock-door open period in afternoon shift.
-48517,2024-06-17 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.365,False,Pressure peak corresponds to oversized billet batch processing.
-48518,2024-06-17 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.48,False,Maintenance scheduler deferred calibration due to spare shortage.
-48519,2024-06-17 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.446,False,Unbalanced load introduced cyclical pressure ripple.
-48520,2024-06-17 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.109,False,Temperature remained elevated during unscheduled overtime run.
-48521,2024-06-17 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.185,False,Vibration baseline recovered after tool holder replacement.
-48522,2024-06-17 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,67.489,False,Warning threshold updated for pilot predictive-maintenance model.
-48523,2024-06-17 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.963,False,Maintenance note logged for coupling imbalance inspection.
-48524,2024-06-17 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.303,False,Warning threshold updated for pilot predictive-maintenance model.
-48525,2024-06-17 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.739,False,Telemetry quality flag downgraded during sensor self-test window.
-48526,2024-06-17 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.542,False,Thermal ramp exceeded expected warmup curve before shift start.
-48527,2024-06-17 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.205,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48528,2024-06-17 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.572,False,Sensor signal clipping observed during startup surge.
-48529,2024-06-17 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.349,False,SCADA backfill inserted two delayed telemetry points.
-48530,2024-06-17 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.996,False,Telemetry quality flag downgraded during sensor self-test window.
-48531,2024-06-17 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.943,False,Sensor signal clipping observed during startup surge.
-48532,2024-06-17 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.746,False,Humidity climbed during dock-door open period in afternoon shift.
-48533,2024-06-17 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.797,False,Night shift startup produced higher than normal vibration floor.
-48534,2024-06-17 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.188,False,Maintenance crew confirmed lubrication interval was missed.
-48535,2024-06-17 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.576,False,Vibration harmonics broadened during extended production run.
-48536,2024-06-17 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.304,False,Bearing temperature rising faster than baseline on spindle cell.
-48537,2024-06-17 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.761,False,Anomaly review flagged possible bearing wear progression.
-48538,2024-06-17 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.813,False,Temperature remained elevated during unscheduled overtime run.
-48539,2024-06-17 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.061,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48540,2024-06-17 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.133,False,Sensor heartbeat delayed by one interval after gateway retry.
-48541,2024-06-17 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.484,False,Operator reported intermittent chatter on machine CNC-04.
-48542,2024-06-17 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.208,False,Reliability engineer tagged sample window for model retraining.
-48543,2024-06-17 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.17,False,Packaging line stop reduced adjacent vibration background.
-48544,2024-06-17 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.566,False,Temperature variance narrowed after coolant nozzle cleaning.
-48545,2024-06-17 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.529,False,Humidity excursion near finishing booth during coating run.
-48546,2024-06-17 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.004,False,Sensor heartbeat delayed by one interval after gateway retry.
-48547,2024-06-17 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.632,False,Pressure settled back to nominal after valve reseat.
-48548,2024-06-17 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.892,False,Vibration baseline recovered after tool holder replacement.
-48549,2024-06-17 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.104,False,Pressure settled back to nominal after valve reseat.
-48550,2024-06-17 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.565,False,Thermal ramp exceeded expected warmup curve before shift start.
-48551,2024-06-17 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.127,False,Thermal overshoot event coincided with recipe change on furnace.
-48552,2024-06-17 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.154,False,Quality hold reduced finishing booth activity for one shift.
-48553,2024-06-17 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.639,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48554,2024-06-17 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.077,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48555,2024-06-17 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.598,False,Dust extraction fan offline for 18 minutes on line finishing.
-48556,2024-06-17 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.57,False,Machine idle period extended during planned sanitation window.
-48557,2024-06-17 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.275,False,Maintenance crew confirmed lubrication interval was missed.
-48558,2024-06-17 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.861,False,Air handler maintenance reduced humidity variance on finishing line.
-48559,2024-06-17 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.51,False,Operator reported intermittent chatter on machine CNC-04.
-48560,2024-06-17 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.39,False,Maintenance scheduler deferred calibration due to spare shortage.
-48561,2024-06-17 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.667,False,Sensor heartbeat delayed by one interval after gateway retry.
-48562,2024-06-17 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.217,False,Maintenance scheduler deferred calibration due to spare shortage.
-48563,2024-06-17 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.677,False,Quality hold reduced finishing booth activity for one shift.
-48564,2024-06-17 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.217,False,Humidity baseline improved after seal replacement.
-48565,2024-06-17 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.149,False,Maintenance note logged for coupling imbalance inspection.
-48566,2024-06-17 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.109,False,Thermal overshoot event coincided with recipe change on furnace.
-48567,2024-06-17 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.819,False,Humidity readings track seasonal rise across late spring.
-48568,2024-06-17 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.301,False,Thermal ramp exceeded expected warmup curve before shift start.
-48569,2024-06-17 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.782,False,Temporary gateway failover completed without data loss.
-48570,2024-06-17 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.573,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48571,2024-06-17 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.116,False,Maintenance crew confirmed lubrication interval was missed.
-48572,2024-06-17 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,33.899,False,Humidity baseline improved after seal replacement.
-48573,2024-06-17 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.772,False,Pressure peak corresponds to oversized billet batch processing.
-48574,2024-06-17 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.592,False,Thermal ramp exceeded expected warmup curve before shift start.
-48575,2024-06-17 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.872,False,Pressure peak corresponds to oversized billet batch processing.
-48576,2024-06-17 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.386,False,Short-lived packet loss observed at edge gateway gw-02.
-48577,2024-06-17 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.721,False,Air handler maintenance reduced humidity variance on finishing line.
-48578,2024-06-17 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.161,False,Humidity baseline improved after seal replacement.
-48579,2024-06-17 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.473,False,Warning threshold updated for pilot predictive-maintenance model.
-48580,2024-06-17 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.231,False,Night shift startup produced higher than normal vibration floor.
-48581,2024-06-17 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.456,False,Night shift startup produced higher than normal vibration floor.
-48582,2024-06-17 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.723,False,Sensor battery health remains nominal after firmware update.
-48583,2024-06-17 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.905,False,SCADA backfill inserted two delayed telemetry points.
-48584,2024-06-17 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.987,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48585,2024-06-17 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.444,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48586,2024-06-17 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.534,False,Night shift startup produced higher than normal vibration floor.
-48587,2024-06-17 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.631,False,Air handler maintenance reduced humidity variance on finishing line.
-48588,2024-06-17 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,36.74,False,Humidity readings track seasonal rise across late spring.
-48589,2024-06-17 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.548,False,Humidity climbed during dock-door open period in afternoon shift.
-48590,2024-06-17 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.757,False,Maintenance scheduler deferred calibration due to spare shortage.
-48591,2024-06-17 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.747,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48592,2024-06-17 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.019,False,Bearing temperature rising faster than baseline on spindle cell.
-48593,2024-06-17 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.704,False,Vibration harmonics broadened during extended production run.
-48594,2024-06-17 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.27,False,Maintenance note logged for coupling imbalance inspection.
-48595,2024-06-17 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.443,False,Machine throughput increase drove sustained pressure uplift.
-48596,2024-06-17 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,38.264,False,Shift handoff note referenced unusual noise near press enclosure.
-48597,2024-06-17 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.354,False,Unbalanced load introduced cyclical pressure ripple.
-48598,2024-06-17 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.837,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48599,2024-06-17 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.29,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48600,2024-06-17 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.654,False,Vibration harmonics broadened during extended production run.
-48601,2024-06-17 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.794,False,Vibration burst exceeds envelope during tool change cycle.
-48602,2024-06-17 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.025,False,Humidity baseline improved after seal replacement.
-48603,2024-06-17 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.042,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48604,2024-06-17 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.554,False,Vibration burst exceeds envelope during tool change cycle.
-48605,2024-06-17 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.873,False,SCADA backfill inserted two delayed telemetry points.
-48606,2024-06-17 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.764,False,Press cycle dwell time lengthened during high-volume batch.
-48607,2024-06-17 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.322,False,Vibration burst exceeds envelope during tool change cycle.
-48608,2024-06-17 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.469,False,Thermal overshoot event coincided with recipe change on furnace.
-48609,2024-06-17 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.496,False,Temporary gateway failover completed without data loss.
-48610,2024-06-17 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.865,False,Humidity excursion near finishing booth during coating run.
-48611,2024-06-17 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.567,False,Machine throughput increase drove sustained pressure uplift.
-48612,2024-06-17 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.725,False,Vibration baseline recovered after tool holder replacement.
-48613,2024-06-17 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.707,False,Humidity climbed during dock-door open period in afternoon shift.
-48614,2024-06-17 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.796,False,Operator reported intermittent chatter on machine CNC-04.
-48615,2024-06-17 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.677,False,Vibration harmonics broadened during extended production run.
-48616,2024-06-17 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.792,False,Vibration harmonics broadened during extended production run.
-48617,2024-06-17 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.894,False,Coolant loop adjustment reduced chamber temperature spread.
-48618,2024-06-17 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.123,False,Shift handoff note referenced unusual noise near press enclosure.
-48619,2024-06-17 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.374,False,Quality team requested trace review for lot 24-118B.
-48620,2024-06-17 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.501,False,Vibration burst exceeds envelope during tool change cycle.
-48621,2024-06-17 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.146,False,Shift handoff note referenced unusual noise near press enclosure.
-48622,2024-06-17 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.348,False,Maintenance crew confirmed lubrication interval was missed.
-48623,2024-06-17 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.594,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48624,2024-06-17 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.38,False,Pressure settled back to nominal after valve reseat.
-48625,2024-06-17 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.786,False,Pressure settled back to nominal after valve reseat.
-48626,2024-06-17 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.316,False,Vibration harmonics broadened during extended production run.
-48627,2024-06-17 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.365,False,Humidity readings track seasonal rise across late spring.
-48628,2024-06-17 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.456,False,Machine throughput increase drove sustained pressure uplift.
-48629,2024-06-17 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.405,False,Temperature variance narrowed after coolant nozzle cleaning.
-48630,2024-06-17 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.948,False,Unbalanced load introduced cyclical pressure ripple.
-48631,2024-06-17 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.637,False,Anomaly review flagged possible bearing wear progression.
-48632,2024-06-17 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.831,False,Pressure settled back to nominal after valve reseat.
-48633,2024-06-17 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.463,False,Short-lived packet loss observed at edge gateway gw-02.
-48634,2024-06-17 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.623,False,Operator reported intermittent chatter on machine CNC-04.
-48635,2024-06-17 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.345,False,Vibration baseline recovered after tool holder replacement.
-48636,2024-06-17 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.579,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48637,2024-06-17 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.175,False,Vibration burst exceeds envelope during tool change cycle.
-48638,2024-06-17 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.994,False,Packaging line stop reduced adjacent vibration background.
-48639,2024-06-17 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.254,False,Humidity excursion near finishing booth during coating run.
-48640,2024-06-17 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.572,False,Shift handoff note referenced unusual noise near press enclosure.
-48641,2024-06-17 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.333,False,Humidity excursion near finishing booth during coating run.
-48642,2024-06-17 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.539,False,Vibration baseline recovered after tool holder replacement.
-48643,2024-06-17 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.865,False,Condensation warning cleared after dehumidifier ramp-up.
-48644,2024-06-17 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.69,False,Telemetry quality flag downgraded during sensor self-test window.
-48645,2024-06-17 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.435,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48646,2024-06-17 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.596,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48647,2024-06-17 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.619,False,Vibration harmonics broadened during extended production run.
-48648,2024-06-17 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.451,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48649,2024-06-17 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.81,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48650,2024-06-17 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.952,False,Night shift startup produced higher than normal vibration floor.
-48651,2024-06-17 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.195,False,Press cycle dwell time lengthened during high-volume batch.
-48652,2024-06-17 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.346,False,Maintenance note logged for coupling imbalance inspection.
-48653,2024-06-17 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.55,False,Short-lived packet loss observed at edge gateway gw-02.
-48654,2024-06-17 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.314,False,Transient outlier matched forklift impact near cabinet wall.
-48655,2024-06-17 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.239,False,Machine throughput increase drove sustained pressure uplift.
-48656,2024-06-17 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.2,False,Thermal overshoot event coincided with recipe change on furnace.
-48657,2024-06-17 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.402,False,Quality hold reduced finishing booth activity for one shift.
-48658,2024-06-17 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.339,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48659,2024-06-17 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.952,False,Short-lived packet loss observed at edge gateway gw-02.
-48660,2024-06-17 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.902,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48661,2024-06-17 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.469,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48662,2024-06-17 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.282,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48663,2024-06-17 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.405,False,Condensation warning cleared after dehumidifier ramp-up.
-48664,2024-06-17 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,52.631,False,Air handler maintenance reduced humidity variance on finishing line.
-48665,2024-06-17 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.216,False,Sensor battery health remains nominal after firmware update.
-48666,2024-06-17 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.352,False,Sensor enclosure opened for manual calibration verification.
-48667,2024-06-17 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.055,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48668,2024-06-17 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.945,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48669,2024-06-17 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.997,False,Machine idle period extended during planned sanitation window.
-48670,2024-06-17 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,66.744,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48671,2024-06-17 23:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.384,False,Short-lived packet loss observed at edge gateway gw-02.
-48672,2024-06-17 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.438,False,Thermal overshoot event coincided with recipe change on furnace.
-48673,2024-06-18 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.572,False,Telemetry quality flag downgraded during sensor self-test window.
-48674,2024-06-18 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.888,False,Thermal ramp exceeded expected warmup curve before shift start.
-48675,2024-06-18 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,Hydraulic line pressure oscillation detected under load.
-48676,2024-06-18 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.783,False,Condensation warning cleared after dehumidifier ramp-up.
-48677,2024-06-18 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.268,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48678,2024-06-18 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.135,False,Dust extraction fan offline for 18 minutes on line finishing.
-48679,2024-06-18 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.608,False,Reliability engineer tagged sample window for model retraining.
-48680,2024-06-18 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.884,False,Temporary gateway failover completed without data loss.
-48681,2024-06-18 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.51,False,Machine throughput increase drove sustained pressure uplift.
-48682,2024-06-18 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.593,False,Transient outlier matched forklift impact near cabinet wall.
-48683,2024-06-18 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.67,False,Temporary gateway failover completed without data loss.
-48684,2024-06-18 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.036,False,Humidity readings track seasonal rise across late spring.
-48685,2024-06-18 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.123,False,Hydraulic line pressure oscillation detected under load.
-48686,2024-06-18 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.901,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48687,2024-06-18 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.619,False,Short-lived packet loss observed at edge gateway gw-02.
-48688,2024-06-18 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.764,False,Dust extraction fan offline for 18 minutes on line finishing.
-48689,2024-06-18 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.594,False,Thermal ramp exceeded expected warmup curve before shift start.
-48690,2024-06-18 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.265,False,SCADA backfill inserted two delayed telemetry points.
-48691,2024-06-18 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.938,False,Supervisory alert generated after three consecutive threshold breaches.
-48692,2024-06-18 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.614,False,Edge collector replayed buffered events after network recovery.
-48693,2024-06-18 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.376,False,Machine throughput increase drove sustained pressure uplift.
-48694,2024-06-18 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.201,False,Vibration harmonics broadened during extended production run.
-48695,2024-06-18 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.102,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48696,2024-06-18 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.959,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48697,2024-06-18 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.983,False,Bearing temperature rising faster than baseline on spindle cell.
-48698,2024-06-18 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,58.641,False,Condensation warning cleared after dehumidifier ramp-up.
-48699,2024-06-18 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.473,False,Calibration check overdue by 11 days for press-line transducer.
-48700,2024-06-18 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.196,False,Edge collector replayed buffered events after network recovery.
-48701,2024-06-18 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.585,False,Calibration check overdue by 11 days for press-line transducer.
-48702,2024-06-18 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.614,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48703,2024-06-18 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.023,False,Pressure settled back to nominal after valve reseat.
-48704,2024-06-18 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.555,False,Packaging line stop reduced adjacent vibration background.
-48705,2024-06-18 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.437,False,Supervisory alert generated after three consecutive threshold breaches.
-48706,2024-06-18 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.171,False,Humidity baseline improved after seal replacement.
-48707,2024-06-18 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.813,False,Sensor battery health remains nominal after firmware update.
-48708,2024-06-18 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.849,False,Machine idle period extended during planned sanitation window.
-48709,2024-06-18 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.403,False,Maintenance scheduler deferred calibration due to spare shortage.
-48710,2024-06-18 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.306,False,Temperature variance narrowed after coolant nozzle cleaning.
-48711,2024-06-18 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.084,False,Sensor signal clipping observed during startup surge.
-48712,2024-06-18 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.02,False,Maintenance scheduler deferred calibration due to spare shortage.
-48713,2024-06-18 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.43,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48714,2024-06-18 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.394,False,Hydraulic line pressure oscillation detected under load.
-48715,2024-06-18 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.21,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48716,2024-06-18 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.029,False,Vibration harmonics broadened during extended production run.
-48717,2024-06-18 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.368,False,SCADA backfill inserted two delayed telemetry points.
-48718,2024-06-18 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.205,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48719,2024-06-18 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.491,False,Sensor enclosure opened for manual calibration verification.
-48720,2024-06-18 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.904,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48721,2024-06-18 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.973,False,Sensor signal clipping observed during startup surge.
-48722,2024-06-18 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.915,False,Humidity climbed during dock-door open period in afternoon shift.
-48723,2024-06-18 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.507,False,Packaging line stop reduced adjacent vibration background.
-48724,2024-06-18 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.988,False,Humidity readings track seasonal rise across late spring.
-48725,2024-06-18 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.969,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48726,2024-06-18 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.496,False,Machine idle period extended during planned sanitation window.
-48727,2024-06-18 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.517,False,Supervisory alert generated after three consecutive threshold breaches.
-48728,2024-06-18 04:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,42.242,False,Vibration harmonics broadened during extended production run.
-48729,2024-06-18 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.378,False,Pressure peak corresponds to oversized billet batch processing.
-48730,2024-06-18 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.992,False,Operator reset acknowledged after red-tag inspection.
-48731,2024-06-18 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.741,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48732,2024-06-18 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.238,False,Maintenance scheduler deferred calibration due to spare shortage.
-48733,2024-06-18 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.657,False,Hydraulic line pressure oscillation detected under load.
-48734,2024-06-18 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.014,False,Machine throughput increase drove sustained pressure uplift.
-48735,2024-06-18 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.905,False,Sensor heartbeat delayed by one interval after gateway retry.
-48736,2024-06-18 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.222,False,Press cycle dwell time lengthened during high-volume batch.
-48737,2024-06-18 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.247,False,Edge collector replayed buffered events after network recovery.
-48738,2024-06-18 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.984,False,Air handler maintenance reduced humidity variance on finishing line.
-48739,2024-06-18 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.54,False,Thermal ramp exceeded expected warmup curve before shift start.
-48740,2024-06-18 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.068,False,Shift handoff note referenced unusual noise near press enclosure.
-48741,2024-06-18 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.726,False,Quality team requested trace review for lot 24-118B.
-48742,2024-06-18 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.465,False,Temperature variance narrowed after coolant nozzle cleaning.
-48743,2024-06-18 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.85,False,Machine throughput increase drove sustained pressure uplift.
-48744,2024-06-18 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.205,False,Sensor signal clipping observed during startup surge.
-48745,2024-06-18 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.16,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48746,2024-06-18 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.596,False,Quality team requested trace review for lot 24-118B.
-48747,2024-06-18 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.761,False,Vibration baseline recovered after tool holder replacement.
-48748,2024-06-18 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.853,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48749,2024-06-18 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.069,False,Transient outlier matched forklift impact near cabinet wall.
-48750,2024-06-18 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.19,False,SCADA backfill inserted two delayed telemetry points.
-48751,2024-06-18 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.276,False,Calibration check overdue by 11 days for press-line transducer.
-48752,2024-06-18 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.131,False,Temperature remained elevated during unscheduled overtime run.
-48753,2024-06-18 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.325,False,Unbalanced load introduced cyclical pressure ripple.
-48754,2024-06-18 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.173,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48755,2024-06-18 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.731,False,Anomaly review flagged possible bearing wear progression.
-48756,2024-06-18 06:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.924,False,Coolant loop adjustment reduced chamber temperature spread.
-48757,2024-06-18 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.042,False,Sensor battery health remains nominal after firmware update.
-48758,2024-06-18 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.144,False,Edge collector replayed buffered events after network recovery.
-48759,2024-06-18 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.392,False,Pressure line purge completed before restart authorization.
-48760,2024-06-18 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.762,False,Temperature variance narrowed after coolant nozzle cleaning.
-48761,2024-06-18 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Operator reset acknowledged after red-tag inspection.
-48762,2024-06-18 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.191,False,Telemetry quality flag downgraded during sensor self-test window.
-48763,2024-06-18 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.633,False,Vibration burst exceeds envelope during tool change cycle.
-48764,2024-06-18 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.231,False,Reliability engineer tagged sample window for model retraining.
-48765,2024-06-18 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.341,False,Anomaly review flagged possible bearing wear progression.
-48766,2024-06-18 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.19,False,Packaging line stop reduced adjacent vibration background.
-48767,2024-06-18 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.482,False,Quality team requested trace review for lot 24-118B.
-48768,2024-06-18 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.463,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48769,2024-06-18 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.754,False,Humidity excursion near finishing booth during coating run.
-48770,2024-06-18 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.663,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48771,2024-06-18 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.729,False,Maintenance note logged for coupling imbalance inspection.
-48772,2024-06-18 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.482,False,Temperature variance narrowed after coolant nozzle cleaning.
-48773,2024-06-18 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.367,False,SCADA backfill inserted two delayed telemetry points.
-48774,2024-06-18 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.923,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48775,2024-06-18 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.776,False,Bearing temperature rising faster than baseline on spindle cell.
-48776,2024-06-18 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.313,False,Vibration harmonics broadened during extended production run.
-48777,2024-06-18 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.018,False,Humidity readings track seasonal rise across late spring.
-48778,2024-06-18 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.483,False,Calibration check overdue by 11 days for press-line transducer.
-48779,2024-06-18 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.053,False,Anomaly review flagged possible bearing wear progression.
-48780,2024-06-18 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.603,False,Shift handoff note referenced unusual noise near press enclosure.
-48781,2024-06-18 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.96,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48782,2024-06-18 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.463,False,Temperature variance narrowed after coolant nozzle cleaning.
-48783,2024-06-18 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.977,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48784,2024-06-18 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.375,False,Machine idle period extended during planned sanitation window.
-48785,2024-06-18 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.444,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48786,2024-06-18 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.124,False,Maintenance note logged for coupling imbalance inspection.
-48787,2024-06-18 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.755,False,Vibration baseline recovered after tool holder replacement.
-48788,2024-06-18 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.574,False,Temporary gateway failover completed without data loss.
-48789,2024-06-18 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.522,False,Sensor battery health remains nominal after firmware update.
-48790,2024-06-18 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.238,False,Operator reset acknowledged after red-tag inspection.
-48791,2024-06-18 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.568,False,Coolant loop adjustment reduced chamber temperature spread.
-48792,2024-06-18 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.016,False,Vibration harmonics broadened during extended production run.
-48793,2024-06-18 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.619,False,Hydraulic line pressure oscillation detected under load.
-48794,2024-06-18 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.693,False,Supervisory alert generated after three consecutive threshold breaches.
-48795,2024-06-18 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.079,False,Thermal overshoot event coincided with recipe change on furnace.
-48796,2024-06-18 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.471,False,Operator reset acknowledged after red-tag inspection.
-48797,2024-06-18 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.5,False,Maintenance scheduler deferred calibration due to spare shortage.
-48798,2024-06-18 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.659,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48799,2024-06-18 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.622,False,Temperature variance narrowed after coolant nozzle cleaning.
-48800,2024-06-18 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.879,False,Supervisory alert generated after three consecutive threshold breaches.
-48801,2024-06-18 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.697,False,Thermal ramp exceeded expected warmup curve before shift start.
-48802,2024-06-18 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.008,False,Maintenance scheduler deferred calibration due to spare shortage.
-48803,2024-06-18 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.684,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48804,2024-06-18 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.349,False,Sensor enclosure opened for manual calibration verification.
-48805,2024-06-18 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.336,False,Unbalanced load introduced cyclical pressure ripple.
-48806,2024-06-18 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,52.305,False,Machine idle period extended during planned sanitation window.
-48807,2024-06-18 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.901,False,SCADA backfill inserted two delayed telemetry points.
-48808,2024-06-18 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.61,False,Press cycle dwell time lengthened during high-volume batch.
-48809,2024-06-18 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.235,False,Thermal overshoot event coincided with recipe change on furnace.
-48810,2024-06-18 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.262,False,Bearing temperature rising faster than baseline on spindle cell.
-48811,2024-06-18 11:30:00,3,pressure,bar,HYD-07,press-line,day,warning,6.808,False,Unbalanced load introduced cyclical pressure ripple.
-48812,2024-06-18 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.697,False,Dust extraction fan offline for 18 minutes on line finishing.
-48813,2024-06-18 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.861,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48814,2024-06-18 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,59.539,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48815,2024-06-18 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Humidity excursion near finishing booth during coating run.
-48816,2024-06-18 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.757,False,Anomaly review flagged possible bearing wear progression.
-48817,2024-06-18 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.31,False,Sensor battery health remains nominal after firmware update.
-48818,2024-06-18 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.128,False,Sensor heartbeat delayed by one interval after gateway retry.
-48819,2024-06-18 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.688,False,Thermal overshoot event coincided with recipe change on furnace.
-48820,2024-06-18 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.899,False,Night shift startup produced higher than normal vibration floor.
-48821,2024-06-18 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.466,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48822,2024-06-18 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,64.456,False,Packaging line stop reduced adjacent vibration background.
-48823,2024-06-18 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.185,False,Sensor enclosure opened for manual calibration verification.
-48824,2024-06-18 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.873,False,Calibration check overdue by 11 days for press-line transducer.
-48825,2024-06-18 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.786,False,Vibration baseline recovered after tool holder replacement.
-48826,2024-06-18 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.897,False,Night shift startup produced higher than normal vibration floor.
-48827,2024-06-18 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.487,False,Pressure line purge completed before restart authorization.
-48828,2024-06-18 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.994,False,Short-lived packet loss observed at edge gateway gw-02.
-48829,2024-06-18 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.247,False,Transient outlier matched forklift impact near cabinet wall.
-48830,2024-06-18 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.203,False,Machine idle period extended during planned sanitation window.
-48831,2024-06-18 13:10:00,3,pressure,bar,HYD-07,press-line,day,warning,7.565,False,Quality team requested trace review for lot 24-118B.
-48832,2024-06-18 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.468,False,Hydraulic line pressure oscillation detected under load.
-48833,2024-06-18 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.039,False,Shift handoff note referenced unusual noise near press enclosure.
-48834,2024-06-18 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.762,False,Unbalanced load introduced cyclical pressure ripple.
-48835,2024-06-18 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.505,False,Press cycle dwell time lengthened during high-volume batch.
-48836,2024-06-18 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.51,False,Warning threshold updated for pilot predictive-maintenance model.
-48837,2024-06-18 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.934,False,Pressure settled back to nominal after valve reseat.
-48838,2024-06-18 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.06,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48839,2024-06-18 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.907,False,Dust extraction fan offline for 18 minutes on line finishing.
-48840,2024-06-18 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.044,False,Compressed air fluctuation introduced pressure noise for two cycles.
-48841,2024-06-18 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.209,False,Edge collector replayed buffered events after network recovery.
-48842,2024-06-18 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.808,False,Humidity excursion near finishing booth during coating run.
-48843,2024-06-18 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.97,False,Bearing temperature rising faster than baseline on spindle cell.
-48844,2024-06-18 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.116,False,Thermal ramp exceeded expected warmup curve before shift start.
-48845,2024-06-18 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.372,False,Maintenance note logged for coupling imbalance inspection.
-48846,2024-06-18 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.72,False,Machine throughput increase drove sustained pressure uplift.
-48847,2024-06-18 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.307,False,Air handler maintenance reduced humidity variance on finishing line.
-48848,2024-06-18 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.884,False,Humidity baseline improved after seal replacement.
-48849,2024-06-18 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.369,False,Temporary gateway failover completed without data loss.
-48850,2024-06-18 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.972,False,Operator reset acknowledged after red-tag inspection.
-48851,2024-06-18 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.611,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48852,2024-06-18 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.339,False,Vibration baseline recovered after tool holder replacement.
-48853,2024-06-18 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.534,False,Air handler maintenance reduced humidity variance on finishing line.
-48854,2024-06-18 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,65.589,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48855,2024-06-18 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.879,False,Warning threshold updated for pilot predictive-maintenance model.
-48856,2024-06-18 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.121,False,Air handler maintenance reduced humidity variance on finishing line.
-48857,2024-06-18 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.187,False,Bearing temperature rising faster than baseline on spindle cell.
-48858,2024-06-18 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.016,False,Packaging line stop reduced adjacent vibration background.
-48859,2024-06-18 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.422,False,Temperature remained elevated during unscheduled overtime run.
-48860,2024-06-18 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.375,False,Maintenance note logged for coupling imbalance inspection.
-48861,2024-06-18 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.377,False,Humidity climbed during dock-door open period in afternoon shift.
-48862,2024-06-18 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.959,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48863,2024-06-18 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.873,False,Humidity baseline improved after seal replacement.
-48864,2024-06-18 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.412,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48865,2024-06-18 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.886,False,Coolant loop adjustment reduced chamber temperature spread.
-48866,2024-06-18 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.785,False,Vibration baseline recovered after tool holder replacement.
-48867,2024-06-18 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.756,False,Pressure line purge completed before restart authorization.
-48868,2024-06-18 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.471,False,Machine throughput increase drove sustained pressure uplift.
-48869,2024-06-18 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.74,False,Thermal ramp exceeded expected warmup curve before shift start.
-48870,2024-06-18 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.505,False,Warning threshold updated for pilot predictive-maintenance model.
-48871,2024-06-18 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.466,False,Calibration check overdue by 11 days for press-line transducer.
-48872,2024-06-18 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.322,False,Operator reported intermittent chatter on machine CNC-04.
-48873,2024-06-18 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.059,False,Reliability engineer tagged sample window for model retraining.
-48874,2024-06-18 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.705,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48875,2024-06-18 16:50:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.928,False,Warning threshold updated for pilot predictive-maintenance model.
-48876,2024-06-18 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.186,False,Pressure line purge completed before restart authorization.
-48877,2024-06-18 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.865,False,Condensation warning cleared after dehumidifier ramp-up.
-48878,2024-06-18 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.47,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48879,2024-06-18 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.186,False,Temporary gateway failover completed without data loss.
-48880,2024-06-18 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.315,False,Humidity excursion near finishing booth during coating run.
-48881,2024-06-18 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.468,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48882,2024-06-18 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.336,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48883,2024-06-18 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,9.116,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48884,2024-06-18 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.311,False,Short-lived packet loss observed at edge gateway gw-02.
-48885,2024-06-18 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.749,False,Supervisory alert generated after three consecutive threshold breaches.
-48886,2024-06-18 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.026,False,Vibration harmonics broadened during extended production run.
-48887,2024-06-18 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.809,False,Bearing temperature rising faster than baseline on spindle cell.
-48888,2024-06-18 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.803,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48889,2024-06-18 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.897,False,Press cycle dwell time lengthened during high-volume batch.
-48890,2024-06-18 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,75.937,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48891,2024-06-18 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.41,False,Pressure line purge completed before restart authorization.
-48892,2024-06-18 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.071,False,Machine throughput increase drove sustained pressure uplift.
-48893,2024-06-18 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.531,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48894,2024-06-18 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,76.673,False,Supervisory alert generated after three consecutive threshold breaches.
-48895,2024-06-18 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.953,False,Temperature variance narrowed after coolant nozzle cleaning.
-48896,2024-06-18 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.283,False,Sensor heartbeat delayed by one interval after gateway retry.
-48897,2024-06-18 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.537,False,Air handler maintenance reduced humidity variance on finishing line.
-48898,2024-06-18 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.634,False,Air handler maintenance reduced humidity variance on finishing line.
-48899,2024-06-18 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.533,False,Machine throughput increase drove sustained pressure uplift.
-48900,2024-06-18 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.357,False,Vibration harmonics broadened during extended production run.
-48901,2024-06-18 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,2.273,False,Sensor battery health remains nominal after firmware update.
-48902,2024-06-18 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.986,False,Operator reported intermittent chatter on machine CNC-04.
-48903,2024-06-18 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.486,False,Telemetry quality flag downgraded during sensor self-test window.
-48904,2024-06-18 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.78,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48905,2024-06-18 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,0.929,False,Anomaly review flagged possible bearing wear progression.
-48906,2024-06-18 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,56.509,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48907,2024-06-18 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.829,False,Shift handoff note referenced unusual noise near press enclosure.
-48908,2024-06-18 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.734,False,Maintenance crew confirmed lubrication interval was missed.
-48909,2024-06-18 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.494,False,Temperature variance narrowed after coolant nozzle cleaning.
-48910,2024-06-18 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.637,False,Sensor heartbeat delayed by one interval after gateway retry.
-48911,2024-06-18 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.859,False,Pressure line purge completed before restart authorization.
-48912,2024-06-18 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.419,False,Sensor battery health remains nominal after firmware update.
-48913,2024-06-18 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.532,False,Reliability engineer tagged sample window for model retraining.
-48914,2024-06-18 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.184,False,Calibration check overdue by 11 days for press-line transducer.
-48915,2024-06-18 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.455,False,Humidity climbed during dock-door open period in afternoon shift.
-48916,2024-06-18 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.887,False,Supervisory alert generated after three consecutive threshold breaches.
-48917,2024-06-18 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.88,False,Sensor signal clipping observed during startup surge.
-48918,2024-06-18 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.369,False,Humidity climbed during dock-door open period in afternoon shift.
-48919,2024-06-18 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.914,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48920,2024-06-18 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.689,False,Quality team requested trace review for lot 24-118B.
-48921,2024-06-18 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.715,False,Thermal overshoot event coincided with recipe change on furnace.
-48922,2024-06-18 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.334,False,Sensor heartbeat delayed by one interval after gateway retry.
-48923,2024-06-18 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.308,False,Air handler maintenance reduced humidity variance on finishing line.
-48924,2024-06-18 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.825,False,Heat-treat furnace door cycling increased localized temperature spikes.
-48925,2024-06-18 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.535,False,Sensor 3 drift suspected after cross-check with manual gauge.
-48926,2024-06-18 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.74,False,Pressure peak corresponds to oversized billet batch processing.
-48927,2024-06-18 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.157,False,Machine throughput increase drove sustained pressure uplift.
-48928,2024-06-18 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.227,False,Thermal overshoot event coincided with recipe change on furnace.
-48929,2024-06-18 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.625,False,Quality team requested trace review for lot 24-118B.
-48930,2024-06-18 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.841,False,Quality hold reduced finishing booth activity for one shift.
-48931,2024-06-18 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.474,False,Humidity readings track seasonal rise across late spring.
-48932,2024-06-18 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.433,False,Sensor enclosure opened for manual calibration verification.
-48933,2024-06-18 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.192,False,Operator reset acknowledged after red-tag inspection.
-48934,2024-06-18 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.052,False,Vibration baseline recovered after tool holder replacement.
-48935,2024-06-18 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.323,False,Reliability engineer tagged sample window for model retraining.
-48936,2024-06-18 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.71,False,Packaging line stop reduced adjacent vibration background.
-48937,2024-06-18 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.46,False,Humidity readings track seasonal rise across late spring.
-48938,2024-06-18 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.68,False,Machine throughput increase drove sustained pressure uplift.
-48939,2024-06-18 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.332,False,Night shift startup produced higher than normal vibration floor.
-48940,2024-06-18 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.521,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-48941,2024-06-18 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.472,False,Operator reported intermittent chatter on machine CNC-04.
-48942,2024-06-18 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.678,False,Maintenance crew confirmed lubrication interval was missed.
-48943,2024-06-18 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.15,False,Pressure line purge completed before restart authorization.
-48944,2024-06-18 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.334,False,Operator reset acknowledged after red-tag inspection.
-48945,2024-06-18 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.778,False,Temperature remained elevated during unscheduled overtime run.
-48946,2024-06-18 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.807,False,Vibration baseline recovered after tool holder replacement.
-48947,2024-06-18 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.392,False,Thermal overshoot event coincided with recipe change on furnace.
-48948,2024-06-18 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.654,False,Machine idle period extended during planned sanitation window.
-48949,2024-06-18 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.798,False,Warning threshold updated for pilot predictive-maintenance model.
-48950,2024-06-18 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.263,False,Short-lived packet loss observed at edge gateway gw-02.
-48951,2024-06-18 23:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.006,False,Vibration harmonics broadened during extended production run.
-48952,2024-06-18 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.889,False,Bearing temperature rising faster than baseline on spindle cell.
-48953,2024-06-18 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.961,False,Night shift startup produced higher than normal vibration floor.
-48954,2024-06-18 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.853,False,Thermal overshoot event coincided with recipe change on furnace.
-48955,2024-06-18 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.552,False,Telemetry quality flag downgraded during sensor self-test window.
-48956,2024-06-18 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.426,False,Machine idle period extended during planned sanitation window.
-48957,2024-06-18 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.862,False,Operator reported intermittent chatter on machine CNC-04.
-48958,2024-06-18 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.963,False,Sensor enclosure opened for manual calibration verification.
-48959,2024-06-18 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.179,False,Dust extraction fan offline for 18 minutes on line finishing.
-48960,2024-06-18 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.287,False,Night shift startup produced higher than normal vibration floor.
-48961,2024-06-19 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.475,False,Machine idle period extended during planned sanitation window.
-48962,2024-06-19 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.303,False,Sensor heartbeat delayed by one interval after gateway retry.
-48963,2024-06-19 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.017,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48964,2024-06-19 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.185,False,Edge collector replayed buffered events after network recovery.
-48965,2024-06-19 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.766,False,Humidity excursion near finishing booth during coating run.
-48966,2024-06-19 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,68.813,False,Thermal ramp exceeded expected warmup curve before shift start.
-48967,2024-06-19 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.74,False,Sensor heartbeat delayed by one interval after gateway retry.
-48968,2024-06-19 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.144,False,Calibration check overdue by 11 days for press-line transducer.
-48969,2024-06-19 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.084,False,Pressure peak corresponds to oversized billet batch processing.
-48970,2024-06-19 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.99,False,Pressure line purge completed before restart authorization.
-48971,2024-06-19 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.437,False,Thermal ramp exceeded expected warmup curve before shift start.
-48972,2024-06-19 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.448,False,Night shift startup produced higher than normal vibration floor.
-48973,2024-06-19 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.696,False,Vibration burst exceeds envelope during tool change cycle.
-48974,2024-06-19 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.516,False,Dust extraction fan offline for 18 minutes on line finishing.
-48975,2024-06-19 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.472,False,Condensation warning cleared after dehumidifier ramp-up.
-48976,2024-06-19 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,34.431,False,Packaging line stop reduced adjacent vibration background.
-48977,2024-06-19 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.554,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-48978,2024-06-19 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.784,False,Humidity readings track seasonal rise across late spring.
-48979,2024-06-19 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.667,False,Temporary gateway failover completed without data loss.
-48980,2024-06-19 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.159,False,Dust extraction fan offline for 18 minutes on line finishing.
-48981,2024-06-19 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.408,False,Operator reported intermittent chatter on machine CNC-04.
-48982,2024-06-19 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.837,False,Operator reported intermittent chatter on machine CNC-04.
-48983,2024-06-19 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.363,False,Humidity baseline improved after seal replacement.
-48984,2024-06-19 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.11,False,Maintenance crew confirmed lubrication interval was missed.
-48985,2024-06-19 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.747,False,Humidity readings track seasonal rise across late spring.
-48986,2024-06-19 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.98,False,Hydraulic line pressure oscillation detected under load.
-48987,2024-06-19 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.943,False,Night shift startup produced higher than normal vibration floor.
-48988,2024-06-19 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,32.938,False,Ambient temperature stabilized after HVAC stage-two engagement.
-48989,2024-06-19 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.044,False,Temperature variance narrowed after coolant nozzle cleaning.
-48990,2024-06-19 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.273,False,Machine idle period extended during planned sanitation window.
-48991,2024-06-19 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.782,False,Air handler maintenance reduced humidity variance on finishing line.
-48992,2024-06-19 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.887,False,Operator reported intermittent chatter on machine CNC-04.
-48993,2024-06-19 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.855,False,Machine idle period extended during planned sanitation window.
-48994,2024-06-19 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.06,False,Temporary gateway failover completed without data loss.
-48995,2024-06-19 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.075,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-48996,2024-06-19 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.273,False,Transient outlier matched forklift impact near cabinet wall.
-48997,2024-06-19 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.721,False,Maintenance note logged for coupling imbalance inspection.
-48998,2024-06-19 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.587,False,Supervisory alert generated after three consecutive threshold breaches.
-48999,2024-06-19 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.675,False,Unbalanced load introduced cyclical pressure ripple.
-49000,2024-06-19 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.701,False,Maintenance scheduler deferred calibration due to spare shortage.
-49001,2024-06-19 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.115,False,Vibration burst exceeds envelope during tool change cycle.
-49002,2024-06-19 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.777,False,Maintenance crew confirmed lubrication interval was missed.
-49003,2024-06-19 03:30:00,3,pressure,bar,HYD-07,press-line,night,critical,7.882,False,Supervisory alert generated after three consecutive threshold breaches.
-49004,2024-06-19 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.565,False,Quality hold reduced finishing booth activity for one shift.
-49005,2024-06-19 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.224,False,Sensor battery health remains nominal after firmware update.
-49006,2024-06-19 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,75.29,False,Sensor battery health remains nominal after firmware update.
-49007,2024-06-19 03:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.542,False,Temporary gateway failover completed without data loss.
-49008,2024-06-19 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.617,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49009,2024-06-19 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.065,False,Coolant loop adjustment reduced chamber temperature spread.
-49010,2024-06-19 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.867,False,Telemetry quality flag downgraded during sensor self-test window.
-49011,2024-06-19 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.408,False,Operator reported intermittent chatter on machine CNC-04.
-49012,2024-06-19 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.846,False,Pressure peak corresponds to oversized billet batch processing.
-49013,2024-06-19 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.328,False,Transient outlier matched forklift impact near cabinet wall.
-49014,2024-06-19 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.688,False,Vibration baseline recovered after tool holder replacement.
-49015,2024-06-19 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.516,False,Bearing temperature rising faster than baseline on spindle cell.
-49016,2024-06-19 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.034,False,Unbalanced load introduced cyclical pressure ripple.
-49017,2024-06-19 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.354,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49018,2024-06-19 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.981,False,Supervisory alert generated after three consecutive threshold breaches.
-49019,2024-06-19 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.185,False,Vibration harmonics broadened during extended production run.
-49020,2024-06-19 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.827,False,Short-lived packet loss observed at edge gateway gw-02.
-49021,2024-06-19 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.816,False,Humidity baseline improved after seal replacement.
-49022,2024-06-19 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.529,False,Coolant loop adjustment reduced chamber temperature spread.
-49023,2024-06-19 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.081,False,Bearing temperature rising faster than baseline on spindle cell.
-49024,2024-06-19 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,53.348,False,Operator reported intermittent chatter on machine CNC-04.
-49025,2024-06-19 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.201,False,Thermal overshoot event coincided with recipe change on furnace.
-49026,2024-06-19 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.68,False,Condensation warning cleared after dehumidifier ramp-up.
-49027,2024-06-19 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.51,False,Machine throughput increase drove sustained pressure uplift.
-49028,2024-06-19 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.979,False,Transient outlier matched forklift impact near cabinet wall.
-49029,2024-06-19 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.712,False,Quality team requested trace review for lot 24-118B.
-49030,2024-06-19 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.503,False,Unbalanced load introduced cyclical pressure ripple.
-49031,2024-06-19 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.657,False,Bearing temperature rising faster than baseline on spindle cell.
-49032,2024-06-19 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.139,False,Sensor battery health remains nominal after firmware update.
-49033,2024-06-19 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.695,False,Condensation warning cleared after dehumidifier ramp-up.
-49034,2024-06-19 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.649,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49035,2024-06-19 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.167,False,Telemetry quality flag downgraded during sensor self-test window.
-49036,2024-06-19 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.791,False,Sensor enclosure opened for manual calibration verification.
-49037,2024-06-19 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,4.512,False,Sensor heartbeat delayed by one interval after gateway retry.
-49038,2024-06-19 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.41,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49039,2024-06-19 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.172,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49040,2024-06-19 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.611,False,Bearing temperature rising faster than baseline on spindle cell.
-49041,2024-06-19 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.542,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49042,2024-06-19 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.102,False,Coolant loop adjustment reduced chamber temperature spread.
-49043,2024-06-19 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.64,False,Thermal ramp exceeded expected warmup curve before shift start.
-49044,2024-06-19 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.973,False,Bearing temperature rising faster than baseline on spindle cell.
-49045,2024-06-19 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.482,False,Humidity baseline improved after seal replacement.
-49046,2024-06-19 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.847,False,Thermal overshoot event coincided with recipe change on furnace.
-49047,2024-06-19 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.752,False,Sensor battery health remains nominal after firmware update.
-49048,2024-06-19 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.945,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49049,2024-06-19 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.439,False,Maintenance crew confirmed lubrication interval was missed.
-49050,2024-06-19 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.596,False,Packaging line stop reduced adjacent vibration background.
-49051,2024-06-19 07:30:00,3,pressure,bar,HYD-07,press-line,night,critical,8.047,False,Temperature remained elevated during unscheduled overtime run.
-49052,2024-06-19 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.537,False,Condensation warning cleared after dehumidifier ramp-up.
-49053,2024-06-19 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.69,False,Operator reported intermittent chatter on machine CNC-04.
-49054,2024-06-19 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.839,False,Operator reported intermittent chatter on machine CNC-04.
-49055,2024-06-19 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.671,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49056,2024-06-19 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.414,False,Humidity excursion near finishing booth during coating run.
-49057,2024-06-19 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.528,False,Transient outlier matched forklift impact near cabinet wall.
-49058,2024-06-19 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.274,False,Anomaly review flagged possible bearing wear progression.
-49059,2024-06-19 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.551,False,Warning threshold updated for pilot predictive-maintenance model.
-49060,2024-06-19 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.249,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49061,2024-06-19 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.851,False,Quality hold reduced finishing booth activity for one shift.
-49062,2024-06-19 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.494,False,Temperature variance narrowed after coolant nozzle cleaning.
-49063,2024-06-19 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.223,False,Machine throughput increase drove sustained pressure uplift.
-49064,2024-06-19 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.464,False,Thermal overshoot event coincided with recipe change on furnace.
-49065,2024-06-19 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.479,False,Telemetry quality flag downgraded during sensor self-test window.
-49066,2024-06-19 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.116,False,Thermal overshoot event coincided with recipe change on furnace.
-49067,2024-06-19 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.857,False,Night shift startup produced higher than normal vibration floor.
-49068,2024-06-19 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.546,False,Pressure settled back to nominal after valve reseat.
-49069,2024-06-19 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.164,False,Vibration burst exceeds envelope during tool change cycle.
-49070,2024-06-19 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.635,False,Sensor enclosure opened for manual calibration verification.
-49071,2024-06-19 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.756,False,Telemetry quality flag downgraded during sensor self-test window.
-49072,2024-06-19 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.445,False,Anomaly review flagged possible bearing wear progression.
-49073,2024-06-19 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.407,False,Dust extraction fan offline for 18 minutes on line finishing.
-49074,2024-06-19 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.111,False,Air handler maintenance reduced humidity variance on finishing line.
-49075,2024-06-19 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.797,False,Reliability engineer tagged sample window for model retraining.
-49076,2024-06-19 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.179,False,Vibration baseline recovered after tool holder replacement.
-49077,2024-06-19 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.946,False,Humidity readings track seasonal rise across late spring.
-49078,2024-06-19 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.712,False,SCADA backfill inserted two delayed telemetry points.
-49079,2024-06-19 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.651,False,Night shift startup produced higher than normal vibration floor.
-49080,2024-06-19 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.427,False,Pressure peak corresponds to oversized billet batch processing.
-49081,2024-06-19 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.477,False,Humidity baseline improved after seal replacement.
-49082,2024-06-19 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.238,False,Sensor enclosure opened for manual calibration verification.
-49083,2024-06-19 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.444,False,Air handler maintenance reduced humidity variance on finishing line.
-49084,2024-06-19 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.234,False,Sensor battery health remains nominal after firmware update.
-49085,2024-06-19 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.319,False,Maintenance crew confirmed lubrication interval was missed.
-49086,2024-06-19 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.992,False,Quality team requested trace review for lot 24-118B.
-49087,2024-06-19 10:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.741,False,Thermal overshoot event coincided with recipe change on furnace.
-49088,2024-06-19 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.601,False,Operator reported intermittent chatter on machine CNC-04.
-49089,2024-06-19 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.683,False,Thermal ramp exceeded expected warmup curve before shift start.
-49090,2024-06-19 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.414,False,Reliability engineer tagged sample window for model retraining.
-49091,2024-06-19 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.269,False,Dust extraction fan offline for 18 minutes on line finishing.
-49092,2024-06-19 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.706,False,Sensor signal clipping observed during startup surge.
-49093,2024-06-19 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.889,False,Dust extraction fan offline for 18 minutes on line finishing.
-49094,2024-06-19 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.975,False,Temperature variance narrowed after coolant nozzle cleaning.
-49095,2024-06-19 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.096,False,SCADA backfill inserted two delayed telemetry points.
-49096,2024-06-19 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.799,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49097,2024-06-19 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.136,False,Humidity excursion near finishing booth during coating run.
-49098,2024-06-19 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,55.488,False,Sensor signal clipping observed during startup surge.
-49099,2024-06-19 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.285,False,Sensor heartbeat delayed by one interval after gateway retry.
-49100,2024-06-19 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.414,False,Transient outlier matched forklift impact near cabinet wall.
-49101,2024-06-19 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.593,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49102,2024-06-19 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.499,False,Reliability engineer tagged sample window for model retraining.
-49103,2024-06-19 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.594,False,Vibration harmonics broadened during extended production run.
-49104,2024-06-19 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.482,False,Temperature variance narrowed after coolant nozzle cleaning.
-49105,2024-06-19 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.783,False,Warning threshold updated for pilot predictive-maintenance model.
-49106,2024-06-19 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.467,False,Vibration baseline recovered after tool holder replacement.
-49107,2024-06-19 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.16,False,Vibration burst exceeds envelope during tool change cycle.
-49108,2024-06-19 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.388,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49109,2024-06-19 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.509,False,Pressure peak corresponds to oversized billet batch processing.
-49110,2024-06-19 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.221,False,Vibration baseline recovered after tool holder replacement.
-49111,2024-06-19 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.462,False,Hydraulic line pressure oscillation detected under load.
-49112,2024-06-19 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.062,False,Operator reported intermittent chatter on machine CNC-04.
-49113,2024-06-19 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.91,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49114,2024-06-19 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,63.656,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49115,2024-06-19 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.937,False,Condensation warning cleared after dehumidifier ramp-up.
-49116,2024-06-19 12:55:00,4,humidity,percent,PAINT-01,finishing,day,critical,41.686,False,Vibration burst exceeds envelope during tool change cycle.
-49117,2024-06-19 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.438,False,Telemetry quality flag downgraded during sensor self-test window.
-49118,2024-06-19 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.549,False,Quality hold reduced finishing booth activity for one shift.
-49119,2024-06-19 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.548,False,Quality team requested trace review for lot 24-118B.
-49120,2024-06-19 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,58.157,False,Quality hold reduced finishing booth activity for one shift.
-49121,2024-06-19 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.753,False,Anomaly review flagged possible bearing wear progression.
-49122,2024-06-19 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.008,False,Unbalanced load introduced cyclical pressure ripple.
-49123,2024-06-19 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.512,False,Thermal ramp exceeded expected warmup curve before shift start.
-49124,2024-06-19 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.421,False,Supervisory alert generated after three consecutive threshold breaches.
-49125,2024-06-19 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.629,False,Sensor battery health remains nominal after firmware update.
-49126,2024-06-19 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.247,False,Quality team requested trace review for lot 24-118B.
-49127,2024-06-19 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.074,False,Thermal overshoot event coincided with recipe change on furnace.
-49128,2024-06-19 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.456,False,Telemetry quality flag downgraded during sensor self-test window.
-49129,2024-06-19 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.199,False,Maintenance crew confirmed lubrication interval was missed.
-49130,2024-06-19 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,68.613,False,Temporary gateway failover completed without data loss.
-49131,2024-06-19 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.832,False,Operator reported intermittent chatter on machine CNC-04.
-49132,2024-06-19 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.326,False,Condensation warning cleared after dehumidifier ramp-up.
-49133,2024-06-19 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.455,False,Humidity excursion near finishing booth during coating run.
-49134,2024-06-19 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.49,False,Machine idle period extended during planned sanitation window.
-49135,2024-06-19 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.492,False,Packaging line stop reduced adjacent vibration background.
-49136,2024-06-19 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.35,False,Calibration check overdue by 11 days for press-line transducer.
-49137,2024-06-19 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.111,False,Machine throughput increase drove sustained pressure uplift.
-49138,2024-06-19 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.775,False,Press cycle dwell time lengthened during high-volume batch.
-49139,2024-06-19 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.771,False,Supervisory alert generated after three consecutive threshold breaches.
-49140,2024-06-19 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.371,False,Humidity readings track seasonal rise across late spring.
-49141,2024-06-19 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.659,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49142,2024-06-19 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.069,False,Coolant loop adjustment reduced chamber temperature spread.
-49143,2024-06-19 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.566,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49144,2024-06-19 15:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,39.995,False,Anomaly review flagged possible bearing wear progression.
-49145,2024-06-19 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.622,False,Maintenance crew confirmed lubrication interval was missed.
-49146,2024-06-19 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.095,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49147,2024-06-19 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.76,False,Humidity climbed during dock-door open period in afternoon shift.
-49148,2024-06-19 15:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,42.436,False,Temporary gateway failover completed without data loss.
-49149,2024-06-19 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.586,False,Vibration harmonics broadened during extended production run.
-49150,2024-06-19 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.505,False,Machine idle period extended during planned sanitation window.
-49151,2024-06-19 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.148,False,Press cycle dwell time lengthened during high-volume batch.
-49152,2024-06-19 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.023,False,Humidity readings track seasonal rise across late spring.
-49153,2024-06-19 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.933,False,Packaging line stop reduced adjacent vibration background.
-49154,2024-06-19 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.251,False,Vibration harmonics broadened during extended production run.
-49155,2024-06-19 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.405,False,Vibration burst exceeds envelope during tool change cycle.
-49156,2024-06-19 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.474,False,Pressure line purge completed before restart authorization.
-49157,2024-06-19 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.496,False,Hydraulic line pressure oscillation detected under load.
-49158,2024-06-19 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.852,False,Vibration burst exceeds envelope during tool change cycle.
-49159,2024-06-19 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.817,False,Vibration burst exceeds envelope during tool change cycle.
-49160,2024-06-19 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.878,False,Reliability engineer tagged sample window for model retraining.
-49161,2024-06-19 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.802,False,Quality hold reduced finishing booth activity for one shift.
-49162,2024-06-19 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.791,False,Pressure line purge completed before restart authorization.
-49163,2024-06-19 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.962,False,Calibration check overdue by 11 days for press-line transducer.
-49164,2024-06-19 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.869,False,Maintenance scheduler deferred calibration due to spare shortage.
-49165,2024-06-19 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.86,False,Dust extraction fan offline for 18 minutes on line finishing.
-49166,2024-06-19 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.411,False,Edge collector replayed buffered events after network recovery.
-49167,2024-06-19 17:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.615,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49168,2024-06-19 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.809,False,Humidity readings track seasonal rise across late spring.
-49169,2024-06-19 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.274,False,Humidity excursion near finishing booth during coating run.
-49170,2024-06-19 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.763,False,Humidity readings track seasonal rise across late spring.
-49171,2024-06-19 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.351,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49172,2024-06-19 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.906,False,SCADA backfill inserted two delayed telemetry points.
-49173,2024-06-19 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.13,False,Reliability engineer tagged sample window for model retraining.
-49174,2024-06-19 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,65.58,False,Humidity readings track seasonal rise across late spring.
-49175,2024-06-19 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.371,False,Anomaly review flagged possible bearing wear progression.
-49176,2024-06-19 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.255,False,Press cycle dwell time lengthened during high-volume batch.
-49177,2024-06-19 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.153,False,Quality team requested trace review for lot 24-118B.
-49178,2024-06-19 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.855,False,Pressure line purge completed before restart authorization.
-49179,2024-06-19 18:10:00,3,pressure,bar,HYD-07,press-line,swing,warning,8.846,False,Machine throughput increase drove sustained pressure uplift.
-49180,2024-06-19 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,warning,34.954,False,Maintenance scheduler deferred calibration due to spare shortage.
-49181,2024-06-19 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.752,False,Quality hold reduced finishing booth activity for one shift.
-49182,2024-06-19 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.03,False,Press cycle dwell time lengthened during high-volume batch.
-49183,2024-06-19 18:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.161,False,Vibration harmonics broadened during extended production run.
-49184,2024-06-19 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.986,False,Temporary gateway failover completed without data loss.
-49185,2024-06-19 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.891,False,Vibration baseline recovered after tool holder replacement.
-49186,2024-06-19 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,67.065,False,Pressure peak corresponds to oversized billet batch processing.
-49187,2024-06-19 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.543,False,Maintenance crew confirmed lubrication interval was missed.
-49188,2024-06-19 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.435,False,Sensor battery health remains nominal after firmware update.
-49189,2024-06-19 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.684,False,Vibration burst exceeds envelope during tool change cycle.
-49190,2024-06-19 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.028,False,Sensor battery health remains nominal after firmware update.
-49191,2024-06-19 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.624,False,Sensor enclosure opened for manual calibration verification.
-49192,2024-06-19 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.546,False,Anomaly review flagged possible bearing wear progression.
-49193,2024-06-19 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.465,False,Unbalanced load introduced cyclical pressure ripple.
-49194,2024-06-19 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.617,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49195,2024-06-19 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.114,False,Thermal ramp exceeded expected warmup curve before shift start.
-49196,2024-06-19 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,34.658,False,Warning threshold updated for pilot predictive-maintenance model.
-49197,2024-06-19 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Sensor battery health remains nominal after firmware update.
-49198,2024-06-19 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.048,False,Dust extraction fan offline for 18 minutes on line finishing.
-49199,2024-06-19 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.374,False,Maintenance scheduler deferred calibration due to spare shortage.
-49200,2024-06-19 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.037,False,Night shift startup produced higher than normal vibration floor.
-49201,2024-06-19 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.887,False,Sensor battery health remains nominal after firmware update.
-49202,2024-06-19 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.472,False,Transient outlier matched forklift impact near cabinet wall.
-49203,2024-06-19 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.661,False,Sensor battery health remains nominal after firmware update.
-49204,2024-06-19 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.262,False,Transient outlier matched forklift impact near cabinet wall.
-49205,2024-06-19 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.901,False,Sensor battery health remains nominal after firmware update.
-49206,2024-06-19 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.569,False,Pressure settled back to nominal after valve reseat.
-49207,2024-06-19 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.33,False,SCADA backfill inserted two delayed telemetry points.
-49208,2024-06-19 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.918,False,Coolant loop adjustment reduced chamber temperature spread.
-49209,2024-06-19 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.922,False,Maintenance crew confirmed lubrication interval was missed.
-49210,2024-06-19 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.629,False,Quality hold reduced finishing booth activity for one shift.
-49211,2024-06-19 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.284,False,Operator reported intermittent chatter on machine CNC-04.
-49212,2024-06-19 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.105,False,Sensor signal clipping observed during startup surge.
-49213,2024-06-19 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.863,False,Anomaly review flagged possible bearing wear progression.
-49214,2024-06-19 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.255,False,Warning threshold updated for pilot predictive-maintenance model.
-49215,2024-06-19 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.568,False,Humidity excursion near finishing booth during coating run.
-49216,2024-06-19 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.417,False,Vibration baseline recovered after tool holder replacement.
-49217,2024-06-19 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.043,False,Thermal ramp exceeded expected warmup curve before shift start.
-49218,2024-06-19 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.385,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49219,2024-06-19 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.159,False,Short-lived packet loss observed at edge gateway gw-02.
-49220,2024-06-19 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.802,False,Humidity readings track seasonal rise across late spring.
-49221,2024-06-19 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.505,False,Machine idle period extended during planned sanitation window.
-49222,2024-06-19 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.644,False,Packaging line stop reduced adjacent vibration background.
-49223,2024-06-19 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.783,False,Supervisory alert generated after three consecutive threshold breaches.
-49224,2024-06-19 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,warning,45.05,False,Maintenance crew confirmed lubrication interval was missed.
-49225,2024-06-19 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.261,False,Temperature variance narrowed after coolant nozzle cleaning.
-49226,2024-06-19 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.312,False,Coolant loop adjustment reduced chamber temperature spread.
-49227,2024-06-19 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.8,False,Warning threshold updated for pilot predictive-maintenance model.
-49228,2024-06-19 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.421,False,Temporary gateway failover completed without data loss.
-49229,2024-06-19 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.782,False,Hydraulic line pressure oscillation detected under load.
-49230,2024-06-19 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,70.587,False,Bearing temperature rising faster than baseline on spindle cell.
-49231,2024-06-19 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.874,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49232,2024-06-19 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.862,False,Maintenance note logged for coupling imbalance inspection.
-49233,2024-06-19 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.667,False,Pressure line purge completed before restart authorization.
-49234,2024-06-19 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.269,False,Hydraulic line pressure oscillation detected under load.
-49235,2024-06-19 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.772,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49236,2024-06-19 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.646,False,Edge collector replayed buffered events after network recovery.
-49237,2024-06-19 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.748,False,Humidity climbed during dock-door open period in afternoon shift.
-49238,2024-06-19 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.854,False,Temporary gateway failover completed without data loss.
-49239,2024-06-19 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.42,False,Unbalanced load introduced cyclical pressure ripple.
-49240,2024-06-19 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.026,False,Telemetry quality flag downgraded during sensor self-test window.
-49241,2024-06-19 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.859,False,Maintenance note logged for coupling imbalance inspection.
-49242,2024-06-19 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.018,False,Vibration baseline recovered after tool holder replacement.
-49243,2024-06-19 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.868,False,Supervisory alert generated after three consecutive threshold breaches.
-49244,2024-06-19 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.619,False,Calibration check overdue by 11 days for press-line transducer.
-49245,2024-06-19 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.879,False,Anomaly review flagged possible bearing wear progression.
-49246,2024-06-19 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.08,False,Humidity readings track seasonal rise across late spring.
-49247,2024-06-19 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.496,False,Thermal overshoot event coincided with recipe change on furnace.
-49248,2024-06-19 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.296,False,Transient outlier matched forklift impact near cabinet wall.
-49249,2024-06-20 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.131,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49250,2024-06-20 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.591,False,Transient outlier matched forklift impact near cabinet wall.
-49251,2024-06-20 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.875,False,Quality hold reduced finishing booth activity for one shift.
-49252,2024-06-20 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.946,False,Shift handoff note referenced unusual noise near press enclosure.
-49253,2024-06-20 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.645,False,Air handler maintenance reduced humidity variance on finishing line.
-49254,2024-06-20 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.453,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49255,2024-06-20 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.928,False,Operator reset acknowledged after red-tag inspection.
-49256,2024-06-20 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.943,False,Pressure line purge completed before restart authorization.
-49257,2024-06-20 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.572,False,Packaging line stop reduced adjacent vibration background.
-49258,2024-06-20 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.262,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49259,2024-06-20 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.419,False,Pressure line purge completed before restart authorization.
-49260,2024-06-20 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.489,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49261,2024-06-20 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.414,False,Quality hold reduced finishing booth activity for one shift.
-49262,2024-06-20 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.983,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49263,2024-06-20 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.656,False,Machine idle period extended during planned sanitation window.
-49264,2024-06-20 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.804,False,Warning threshold updated for pilot predictive-maintenance model.
-49265,2024-06-20 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.534,False,Shift handoff note referenced unusual noise near press enclosure.
-49266,2024-06-20 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,67.262,False,Bearing temperature rising faster than baseline on spindle cell.
-49267,2024-06-20 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.362,False,Temporary gateway failover completed without data loss.
-49268,2024-06-20 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.304,False,Humidity baseline improved after seal replacement.
-49269,2024-06-20 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.834,False,Anomaly review flagged possible bearing wear progression.
-49270,2024-06-20 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.887,False,Pressure settled back to nominal after valve reseat.
-49271,2024-06-20 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.478,False,Maintenance crew confirmed lubrication interval was missed.
-49272,2024-06-20 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.962,False,Humidity climbed during dock-door open period in afternoon shift.
-49273,2024-06-20 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.306,False,Short-lived packet loss observed at edge gateway gw-02.
-49274,2024-06-20 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.047,False,Pressure line purge completed before restart authorization.
-49275,2024-06-20 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.677,False,Operator reported intermittent chatter on machine CNC-04.
-49276,2024-06-20 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.074,False,Thermal overshoot event coincided with recipe change on furnace.
-49277,2024-06-20 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.771,False,Quality hold reduced finishing booth activity for one shift.
-49278,2024-06-20 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.841,False,Anomaly review flagged possible bearing wear progression.
-49279,2024-06-20 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.564,False,Supervisory alert generated after three consecutive threshold breaches.
-49280,2024-06-20 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.64,False,Temporary gateway failover completed without data loss.
-49281,2024-06-20 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Anomaly review flagged possible bearing wear progression.
-49282,2024-06-20 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.645,False,Supervisory alert generated after three consecutive threshold breaches.
-49283,2024-06-20 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.595,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49284,2024-06-20 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.379,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49285,2024-06-20 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.238,False,Vibration baseline recovered after tool holder replacement.
-49286,2024-06-20 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.809,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49287,2024-06-20 03:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.946,False,Coolant loop adjustment reduced chamber temperature spread.
-49288,2024-06-20 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.496,False,Temperature remained elevated during unscheduled overtime run.
-49289,2024-06-20 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.58,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49290,2024-06-20 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.721,False,Operator reported intermittent chatter on machine CNC-04.
-49291,2024-06-20 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.645,False,Vibration burst exceeds envelope during tool change cycle.
-49292,2024-06-20 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,47.618,False,Air handler maintenance reduced humidity variance on finishing line.
-49293,2024-06-20 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.321,False,Vibration harmonics broadened during extended production run.
-49294,2024-06-20 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.016,False,Vibration baseline recovered after tool holder replacement.
-49295,2024-06-20 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.002,False,Quality hold reduced finishing booth activity for one shift.
-49296,2024-06-20 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.627,False,Shift handoff note referenced unusual noise near press enclosure.
-49297,2024-06-20 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.898,False,Dust extraction fan offline for 18 minutes on line finishing.
-49298,2024-06-20 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.096,False,Pressure peak corresponds to oversized billet batch processing.
-49299,2024-06-20 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.321,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49300,2024-06-20 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.442,False,Humidity excursion near finishing booth during coating run.
-49301,2024-06-20 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.456,False,Sensor enclosure opened for manual calibration verification.
-49302,2024-06-20 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.678,False,Dust extraction fan offline for 18 minutes on line finishing.
-49303,2024-06-20 04:30:00,3,pressure,bar,HYD-07,press-line,night,warning,8.83,False,Quality hold reduced finishing booth activity for one shift.
-49304,2024-06-20 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.0,False,Condensation warning cleared after dehumidifier ramp-up.
-49305,2024-06-20 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.761,False,Sensor battery health remains nominal after firmware update.
-49306,2024-06-20 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.367,False,Operator reported intermittent chatter on machine CNC-04.
-49307,2024-06-20 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.015,False,Shift handoff note referenced unusual noise near press enclosure.
-49308,2024-06-20 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.157,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49309,2024-06-20 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.308,False,Unbalanced load introduced cyclical pressure ripple.
-49310,2024-06-20 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.617,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49311,2024-06-20 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.465,False,Bearing temperature rising faster than baseline on spindle cell.
-49312,2024-06-20 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.692,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49313,2024-06-20 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.989,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49314,2024-06-20 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,70.895,False,Pressure settled back to nominal after valve reseat.
-49315,2024-06-20 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.514,False,Quality hold reduced finishing booth activity for one shift.
-49316,2024-06-20 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.607,False,Vibration burst exceeds envelope during tool change cycle.
-49317,2024-06-20 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.707,False,Supervisory alert generated after three consecutive threshold breaches.
-49318,2024-06-20 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.346,False,Temperature variance narrowed after coolant nozzle cleaning.
-49319,2024-06-20 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.515,False,Humidity excursion near finishing booth during coating run.
-49320,2024-06-20 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,46.61,False,Quality hold reduced finishing booth activity for one shift.
-49321,2024-06-20 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.675,False,Pressure peak corresponds to oversized billet batch processing.
-49322,2024-06-20 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.51,False,Press cycle dwell time lengthened during high-volume batch.
-49323,2024-06-20 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.558,False,Shift handoff note referenced unusual noise near press enclosure.
-49324,2024-06-20 06:15:00,4,humidity,percent,PAINT-01,finishing,night,warning,35.777,False,SCADA backfill inserted two delayed telemetry points.
-49325,2024-06-20 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.017,False,Operator reported intermittent chatter on machine CNC-04.
-49326,2024-06-20 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.67,False,Telemetry quality flag downgraded during sensor self-test window.
-49327,2024-06-20 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.127,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49328,2024-06-20 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.058,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49329,2024-06-20 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.597,False,Pressure peak corresponds to oversized billet batch processing.
-49330,2024-06-20 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,60.197,False,Warning threshold updated for pilot predictive-maintenance model.
-49331,2024-06-20 06:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.193,False,Calibration check overdue by 11 days for press-line transducer.
-49332,2024-06-20 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.596,False,Anomaly review flagged possible bearing wear progression.
-49333,2024-06-20 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.659,False,Transient outlier matched forklift impact near cabinet wall.
-49334,2024-06-20 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,71.264,False,Night shift startup produced higher than normal vibration floor.
-49335,2024-06-20 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.632,False,Pressure settled back to nominal after valve reseat.
-49336,2024-06-20 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.26,False,Humidity baseline improved after seal replacement.
-49337,2024-06-20 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.956,False,Sensor enclosure opened for manual calibration verification.
-49338,2024-06-20 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.766,False,Vibration harmonics broadened during extended production run.
-49339,2024-06-20 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.703,False,Vibration burst exceeds envelope during tool change cycle.
-49340,2024-06-20 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.4,False,Dust extraction fan offline for 18 minutes on line finishing.
-49341,2024-06-20 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.215,False,Unbalanced load introduced cyclical pressure ripple.
-49342,2024-06-20 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,76.866,False,Operator reported intermittent chatter on machine CNC-04.
-49343,2024-06-20 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.067,False,Operator reported intermittent chatter on machine CNC-04.
-49344,2024-06-20 07:55:00,4,humidity,percent,PAINT-01,finishing,night,warning,44.142,False,Night shift startup produced higher than normal vibration floor.
-49345,2024-06-20 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.012,False,Operator reported intermittent chatter on machine CNC-04.
-49346,2024-06-20 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.538,False,Transient outlier matched forklift impact near cabinet wall.
-49347,2024-06-20 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Short-lived packet loss observed at edge gateway gw-02.
-49348,2024-06-20 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.58,False,Temperature remained elevated during unscheduled overtime run.
-49349,2024-06-20 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.115,False,Air handler maintenance reduced humidity variance on finishing line.
-49350,2024-06-20 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.975,False,Pressure line purge completed before restart authorization.
-49351,2024-06-20 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.051,False,Telemetry quality flag downgraded during sensor self-test window.
-49352,2024-06-20 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.303,False,Operator reset acknowledged after red-tag inspection.
-49353,2024-06-20 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.988,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49354,2024-06-20 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.459,False,Operator reported intermittent chatter on machine CNC-04.
-49355,2024-06-20 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.402,False,Short-lived packet loss observed at edge gateway gw-02.
-49356,2024-06-20 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,29.9,False,Night shift startup produced higher than normal vibration floor.
-49357,2024-06-20 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.091,False,Calibration check overdue by 11 days for press-line transducer.
-49358,2024-06-20 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.208,False,Air handler maintenance reduced humidity variance on finishing line.
-49359,2024-06-20 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.236,False,Air handler maintenance reduced humidity variance on finishing line.
-49360,2024-06-20 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.028,False,Pressure settled back to nominal after valve reseat.
-49361,2024-06-20 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.463,False,Maintenance crew confirmed lubrication interval was missed.
-49362,2024-06-20 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.385,False,Telemetry quality flag downgraded during sensor self-test window.
-49363,2024-06-20 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.262,False,Quality team requested trace review for lot 24-118B.
-49364,2024-06-20 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.379,False,Packaging line stop reduced adjacent vibration background.
-49365,2024-06-20 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.525,False,Pressure settled back to nominal after valve reseat.
-49366,2024-06-20 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.603,False,Press cycle dwell time lengthened during high-volume batch.
-49367,2024-06-20 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.952,False,Packaging line stop reduced adjacent vibration background.
-49368,2024-06-20 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.649,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49369,2024-06-20 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.625,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49370,2024-06-20 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,57.118,False,Thermal ramp exceeded expected warmup curve before shift start.
-49371,2024-06-20 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.319,False,Machine throughput increase drove sustained pressure uplift.
-49372,2024-06-20 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.241,False,Temperature variance narrowed after coolant nozzle cleaning.
-49373,2024-06-20 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.508,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49374,2024-06-20 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.909,False,Humidity baseline improved after seal replacement.
-49375,2024-06-20 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.537,False,Humidity baseline improved after seal replacement.
-49376,2024-06-20 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.061,False,Coolant loop adjustment reduced chamber temperature spread.
-49377,2024-06-20 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.831,False,Humidity climbed during dock-door open period in afternoon shift.
-49378,2024-06-20 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.954,False,Quality hold reduced finishing booth activity for one shift.
-49379,2024-06-20 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.163,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49380,2024-06-20 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.206,False,Thermal overshoot event coincided with recipe change on furnace.
-49381,2024-06-20 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.616,False,Transient outlier matched forklift impact near cabinet wall.
-49382,2024-06-20 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.747,False,Shift handoff note referenced unusual noise near press enclosure.
-49383,2024-06-20 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.768,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49384,2024-06-20 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.142,False,Condensation warning cleared after dehumidifier ramp-up.
-49385,2024-06-20 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.497,False,Pressure settled back to nominal after valve reseat.
-49386,2024-06-20 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.261,False,Calibration check overdue by 11 days for press-line transducer.
-49387,2024-06-20 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.195,False,Vibration harmonics broadened during extended production run.
-49388,2024-06-20 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,56.59,False,Sensor battery health remains nominal after firmware update.
-49389,2024-06-20 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.152,False,Dust extraction fan offline for 18 minutes on line finishing.
-49390,2024-06-20 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.254,False,Vibration harmonics broadened during extended production run.
-49391,2024-06-20 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.432,False,Night shift startup produced higher than normal vibration floor.
-49392,2024-06-20 11:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,40.759,False,Sensor heartbeat delayed by one interval after gateway retry.
-49393,2024-06-20 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.061,False,Sensor heartbeat delayed by one interval after gateway retry.
-49394,2024-06-20 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.758,False,Pressure line purge completed before restart authorization.
-49395,2024-06-20 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.174,False,Condensation warning cleared after dehumidifier ramp-up.
-49396,2024-06-20 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.671,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49397,2024-06-20 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.673,False,Vibration harmonics broadened during extended production run.
-49398,2024-06-20 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.229,False,Transient outlier matched forklift impact near cabinet wall.
-49399,2024-06-20 12:30:00,3,pressure,bar,HYD-07,press-line,day,warning,8.338,False,Humidity readings track seasonal rise across late spring.
-49400,2024-06-20 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.475,False,Sensor battery health remains nominal after firmware update.
-49401,2024-06-20 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.477,False,Temperature remained elevated during unscheduled overtime run.
-49402,2024-06-20 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.192,False,Sensor battery health remains nominal after firmware update.
-49403,2024-06-20 12:50:00,3,pressure,bar,HYD-07,press-line,day,warning,7.948,False,Quality team requested trace review for lot 24-118B.
-49404,2024-06-20 12:55:00,4,humidity,percent,PAINT-01,finishing,day,warning,38.897,False,Pressure line purge completed before restart authorization.
-49405,2024-06-20 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.208,False,Shift handoff note referenced unusual noise near press enclosure.
-49406,2024-06-20 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.78,False,Machine throughput increase drove sustained pressure uplift.
-49407,2024-06-20 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.957,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49408,2024-06-20 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.732,False,Transient outlier matched forklift impact near cabinet wall.
-49409,2024-06-20 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.258,False,Coolant loop adjustment reduced chamber temperature spread.
-49410,2024-06-20 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.547,False,Pressure peak corresponds to oversized billet batch processing.
-49411,2024-06-20 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.129,False,Telemetry quality flag downgraded during sensor self-test window.
-49412,2024-06-20 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.569,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49413,2024-06-20 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.891,False,Humidity excursion near finishing booth during coating run.
-49414,2024-06-20 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.55,False,Pressure peak corresponds to oversized billet batch processing.
-49415,2024-06-20 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.795,False,Shift handoff note referenced unusual noise near press enclosure.
-49416,2024-06-20 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.442,False,Press cycle dwell time lengthened during high-volume batch.
-49417,2024-06-20 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.596,False,Air handler maintenance reduced humidity variance on finishing line.
-49418,2024-06-20 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.002,False,Thermal overshoot event coincided with recipe change on furnace.
-49419,2024-06-20 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.292,False,Operator reported intermittent chatter on machine CNC-04.
-49420,2024-06-20 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.179,False,Dust extraction fan offline for 18 minutes on line finishing.
-49421,2024-06-20 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.978,False,Humidity readings track seasonal rise across late spring.
-49422,2024-06-20 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.87,False,Unbalanced load introduced cyclical pressure ripple.
-49423,2024-06-20 14:30:00,3,pressure,bar,HYD-07,press-line,day,warning,7.225,False,Short-lived packet loss observed at edge gateway gw-02.
-49424,2024-06-20 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.749,False,Sensor enclosure opened for manual calibration verification.
-49425,2024-06-20 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,1.609,False,Anomaly review flagged possible bearing wear progression.
-49426,2024-06-20 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.333,False,Thermal ramp exceeded expected warmup curve before shift start.
-49427,2024-06-20 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.657,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49428,2024-06-20 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.096,False,Temperature variance narrowed after coolant nozzle cleaning.
-49429,2024-06-20 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.031,False,Humidity readings track seasonal rise across late spring.
-49430,2024-06-20 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.844,False,Dust extraction fan offline for 18 minutes on line finishing.
-49431,2024-06-20 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.661,False,Transient outlier matched forklift impact near cabinet wall.
-49432,2024-06-20 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.765,False,Reliability engineer tagged sample window for model retraining.
-49433,2024-06-20 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.166,False,Condensation warning cleared after dehumidifier ramp-up.
-49434,2024-06-20 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.695,False,Short-lived packet loss observed at edge gateway gw-02.
-49435,2024-06-20 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.302,False,Humidity baseline improved after seal replacement.
-49436,2024-06-20 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.095,False,Vibration harmonics broadened during extended production run.
-49437,2024-06-20 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.978,False,Anomaly review flagged possible bearing wear progression.
-49438,2024-06-20 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,75.127,False,Humidity climbed during dock-door open period in afternoon shift.
-49439,2024-06-20 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.076,False,Sensor heartbeat delayed by one interval after gateway retry.
-49440,2024-06-20 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.223,False,Pressure peak corresponds to oversized billet batch processing.
-49441,2024-06-20 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.664,False,Pressure peak corresponds to oversized billet batch processing.
-49442,2024-06-20 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,64.259,False,Humidity readings track seasonal rise across late spring.
-49443,2024-06-20 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.413,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49444,2024-06-20 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.292,False,Air handler maintenance reduced humidity variance on finishing line.
-49445,2024-06-20 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.472,False,Night shift startup produced higher than normal vibration floor.
-49446,2024-06-20 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,critical,77.412,False,Air handler maintenance reduced humidity variance on finishing line.
-49447,2024-06-20 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.39,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49448,2024-06-20 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.882,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49449,2024-06-20 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.165,False,Pressure peak corresponds to oversized billet batch processing.
-49450,2024-06-20 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.705,False,Humidity readings track seasonal rise across late spring.
-49451,2024-06-20 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.225,False,Maintenance note logged for coupling imbalance inspection.
-49452,2024-06-20 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,45.901,False,Telemetry quality flag downgraded during sensor self-test window.
-49453,2024-06-20 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,1.776,False,Maintenance scheduler deferred calibration due to spare shortage.
-49454,2024-06-20 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.873,False,Edge collector replayed buffered events after network recovery.
-49455,2024-06-20 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.8,False,Air handler maintenance reduced humidity variance on finishing line.
-49456,2024-06-20 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.586,False,Unbalanced load introduced cyclical pressure ripple.
-49457,2024-06-20 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.182,False,Vibration harmonics broadened during extended production run.
-49458,2024-06-20 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.052,False,Edge collector replayed buffered events after network recovery.
-49459,2024-06-20 17:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.811,False,Humidity baseline improved after seal replacement.
-49460,2024-06-20 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,49.402,False,Sensor signal clipping observed during startup surge.
-49461,2024-06-20 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.378,False,Coolant loop adjustment reduced chamber temperature spread.
-49462,2024-06-20 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.67,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49463,2024-06-20 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.159,False,Air handler maintenance reduced humidity variance on finishing line.
-49464,2024-06-20 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.044,False,Pressure line purge completed before restart authorization.
-49465,2024-06-20 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.683,False,Night shift startup produced higher than normal vibration floor.
-49466,2024-06-20 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,60.25,False,Edge collector replayed buffered events after network recovery.
-49467,2024-06-20 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.966,False,Unbalanced load introduced cyclical pressure ripple.
-49468,2024-06-20 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.959,False,Edge collector replayed buffered events after network recovery.
-49469,2024-06-20 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,2.717,False,Thermal overshoot event coincided with recipe change on furnace.
-49470,2024-06-20 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,69.006,False,Vibration baseline recovered after tool holder replacement.
-49471,2024-06-20 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.323,False,Telemetry quality flag downgraded during sensor self-test window.
-49472,2024-06-20 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.616,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49473,2024-06-20 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.158,False,Machine throughput increase drove sustained pressure uplift.
-49474,2024-06-20 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.231,False,Humidity baseline improved after seal replacement.
-49475,2024-06-20 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.12,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49476,2024-06-20 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,critical,47.425,False,Maintenance crew confirmed lubrication interval was missed.
-49477,2024-06-20 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.784,False,Hydraulic line pressure oscillation detected under load.
-49478,2024-06-20 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.699,False,Shift handoff note referenced unusual noise near press enclosure.
-49479,2024-06-20 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.631,False,Vibration baseline recovered after tool holder replacement.
-49480,2024-06-20 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,35.689,False,Anomaly review flagged possible bearing wear progression.
-49481,2024-06-20 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.72,False,Warning threshold updated for pilot predictive-maintenance model.
-49482,2024-06-20 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,68.206,False,Packaging line stop reduced adjacent vibration background.
-49483,2024-06-20 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.855,False,Condensation warning cleared after dehumidifier ramp-up.
-49484,2024-06-20 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.333,False,Telemetry quality flag downgraded during sensor self-test window.
-49485,2024-06-20 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.724,False,Temperature remained elevated during unscheduled overtime run.
-49486,2024-06-20 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.874,False,Coolant loop adjustment reduced chamber temperature spread.
-49487,2024-06-20 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.098,False,Vibration harmonics broadened during extended production run.
-49488,2024-06-20 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,48.295,False,Short-lived packet loss observed at edge gateway gw-02.
-49489,2024-06-20 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.987,False,Pressure settled back to nominal after valve reseat.
-49490,2024-06-20 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.894,False,Quality team requested trace review for lot 24-118B.
-49491,2024-06-20 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.297,False,Telemetry quality flag downgraded during sensor self-test window.
-49492,2024-06-20 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,47.185,False,Maintenance note logged for coupling imbalance inspection.
-49493,2024-06-20 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49494,2024-06-20 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.297,False,Quality hold reduced finishing booth activity for one shift.
-49495,2024-06-20 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.594,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49496,2024-06-20 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.091,False,Operator reset acknowledged after red-tag inspection.
-49497,2024-06-20 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.873,False,Quality hold reduced finishing booth activity for one shift.
-49498,2024-06-20 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,65.145,False,Humidity readings track seasonal rise across late spring.
-49499,2024-06-20 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.804,False,Humidity climbed during dock-door open period in afternoon shift.
-49500,2024-06-20 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.893,False,Temporary gateway failover completed without data loss.
-49501,2024-06-20 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.317,False,Temperature remained elevated during unscheduled overtime run.
-49502,2024-06-20 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,74.796,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49503,2024-06-20 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.322,False,Vibration burst exceeds envelope during tool change cycle.
-49504,2024-06-20 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.709,False,Telemetry quality flag downgraded during sensor self-test window.
-49505,2024-06-20 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.419,False,Thermal ramp exceeded expected warmup curve before shift start.
-49506,2024-06-20 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.569,False,Supervisory alert generated after three consecutive threshold breaches.
-49507,2024-06-20 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.475,False,Humidity climbed during dock-door open period in afternoon shift.
-49508,2024-06-20 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.958,False,Vibration harmonics broadened during extended production run.
-49509,2024-06-20 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.737,False,Humidity climbed during dock-door open period in afternoon shift.
-49510,2024-06-20 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,63.405,False,Air handler maintenance reduced humidity variance on finishing line.
-49511,2024-06-20 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.935,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49512,2024-06-20 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.449,False,Maintenance crew confirmed lubrication interval was missed.
-49513,2024-06-20 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,4.163,False,Vibration baseline recovered after tool holder replacement.
-49514,2024-06-20 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.425,False,Temporary gateway failover completed without data loss.
-49515,2024-06-20 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.821,False,Edge collector replayed buffered events after network recovery.
-49516,2024-06-20 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.024,False,Temperature remained elevated during unscheduled overtime run.
-49517,2024-06-20 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.081,False,Quality hold reduced finishing booth activity for one shift.
-49518,2024-06-20 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.725,False,Telemetry quality flag downgraded during sensor self-test window.
-49519,2024-06-20 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.298,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49520,2024-06-20 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,warning,50.514,False,Maintenance scheduler deferred calibration due to spare shortage.
-49521,2024-06-20 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.12,False,Pressure peak corresponds to oversized billet batch processing.
-49522,2024-06-20 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,70.278,False,Coolant loop adjustment reduced chamber temperature spread.
-49523,2024-06-20 22:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.229,False,Machine throughput increase drove sustained pressure uplift.
-49524,2024-06-20 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.905,False,Bearing temperature rising faster than baseline on spindle cell.
-49525,2024-06-20 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.341,False,Reliability engineer tagged sample window for model retraining.
-49526,2024-06-20 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.076,False,Supervisory alert generated after three consecutive threshold breaches.
-49527,2024-06-20 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.355,False,Humidity excursion near finishing booth during coating run.
-49528,2024-06-20 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.98,False,Sensor heartbeat delayed by one interval after gateway retry.
-49529,2024-06-20 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.773,False,Edge collector replayed buffered events after network recovery.
-49530,2024-06-20 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.351,False,Sensor signal clipping observed during startup surge.
-49531,2024-06-20 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.749,False,Edge collector replayed buffered events after network recovery.
-49532,2024-06-20 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.971,False,Sensor heartbeat delayed by one interval after gateway retry.
-49533,2024-06-20 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.789,False,Condensation warning cleared after dehumidifier ramp-up.
-49534,2024-06-20 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.678,False,Sensor signal clipping observed during startup surge.
-49535,2024-06-20 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.753,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49536,2024-06-20 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.461,False,Reliability engineer tagged sample window for model retraining.
-49537,2024-06-21 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.589,False,Sensor enclosure opened for manual calibration verification.
-49538,2024-06-21 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.857,False,Short-lived packet loss observed at edge gateway gw-02.
-49539,2024-06-21 00:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.903,False,Machine throughput increase drove sustained pressure uplift.
-49540,2024-06-21 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.104,False,Dust extraction fan offline for 18 minutes on line finishing.
-49541,2024-06-21 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.955,False,Condensation warning cleared after dehumidifier ramp-up.
-49542,2024-06-21 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,59.727,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49543,2024-06-21 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.725,False,Pressure peak corresponds to oversized billet batch processing.
-49544,2024-06-21 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.992,False,Temporary gateway failover completed without data loss.
-49545,2024-06-21 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.462,False,Sensor heartbeat delayed by one interval after gateway retry.
-49546,2024-06-21 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.277,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49547,2024-06-21 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.652,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49548,2024-06-21 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,28.713,False,Pressure settled back to nominal after valve reseat.
-49549,2024-06-21 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.686,False,Sensor heartbeat delayed by one interval after gateway retry.
-49550,2024-06-21 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.256,False,Pressure line purge completed before restart authorization.
-49551,2024-06-21 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.297,False,Transient outlier matched forklift impact near cabinet wall.
-49552,2024-06-21 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.047,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49553,2024-06-21 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.642,False,Sensor battery health remains nominal after firmware update.
-49554,2024-06-21 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.245,False,Thermal ramp exceeded expected warmup curve before shift start.
-49555,2024-06-21 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.953,False,Maintenance note logged for coupling imbalance inspection.
-49556,2024-06-21 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.146,False,Humidity excursion near finishing booth during coating run.
-49557,2024-06-21 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.211,False,Temperature remained elevated during unscheduled overtime run.
-49558,2024-06-21 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.769,False,Anomaly review flagged possible bearing wear progression.
-49559,2024-06-21 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.262,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49560,2024-06-21 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.691,False,Temporary gateway failover completed without data loss.
-49561,2024-06-21 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.365,False,Quality team requested trace review for lot 24-118B.
-49562,2024-06-21 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.249,False,Temperature remained elevated during unscheduled overtime run.
-49563,2024-06-21 02:10:00,3,pressure,bar,HYD-07,press-line,night,critical,7.718,False,Pressure peak corresponds to oversized billet batch processing.
-49564,2024-06-21 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.253,False,Sensor battery health remains nominal after firmware update.
-49565,2024-06-21 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,1.978,False,Quality team requested trace review for lot 24-118B.
-49566,2024-06-21 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,65.486,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49567,2024-06-21 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.501,False,Hydraulic line pressure oscillation detected under load.
-49568,2024-06-21 02:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,40.614,False,Sensor enclosure opened for manual calibration verification.
-49569,2024-06-21 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.776,False,Sensor signal clipping observed during startup surge.
-49570,2024-06-21 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.751,False,Pressure line purge completed before restart authorization.
-49571,2024-06-21 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.935,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49572,2024-06-21 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.937,False,Pressure line purge completed before restart authorization.
-49573,2024-06-21 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.793,False,Thermal ramp exceeded expected warmup curve before shift start.
-49574,2024-06-21 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.158,False,Press cycle dwell time lengthened during high-volume batch.
-49575,2024-06-21 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.557,False,Sensor enclosure opened for manual calibration verification.
-49576,2024-06-21 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.765,False,Condensation warning cleared after dehumidifier ramp-up.
-49577,2024-06-21 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.208,False,Humidity baseline improved after seal replacement.
-49578,2024-06-21 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,64.884,False,Edge collector replayed buffered events after network recovery.
-49579,2024-06-21 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.133,False,Operator reported intermittent chatter on machine CNC-04.
-49580,2024-06-21 03:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.308,False,Short-lived packet loss observed at edge gateway gw-02.
-49581,2024-06-21 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.68,False,Telemetry quality flag downgraded during sensor self-test window.
-49582,2024-06-21 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,56.661,False,Sensor heartbeat delayed by one interval after gateway retry.
-49583,2024-06-21 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.322,False,Shift handoff note referenced unusual noise near press enclosure.
-49584,2024-06-21 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.896,False,Machine idle period extended during planned sanitation window.
-49585,2024-06-21 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.332,False,Thermal ramp exceeded expected warmup curve before shift start.
-49586,2024-06-21 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.54,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49587,2024-06-21 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.979,False,Press cycle dwell time lengthened during high-volume batch.
-49588,2024-06-21 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.738,False,Maintenance scheduler deferred calibration due to spare shortage.
-49589,2024-06-21 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.509,False,Reliability engineer tagged sample window for model retraining.
-49590,2024-06-21 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.642,False,Maintenance scheduler deferred calibration due to spare shortage.
-49591,2024-06-21 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.024,False,Condensation warning cleared after dehumidifier ramp-up.
-49592,2024-06-21 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.283,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49593,2024-06-21 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.519,False,Air handler maintenance reduced humidity variance on finishing line.
-49594,2024-06-21 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.374,False,Warning threshold updated for pilot predictive-maintenance model.
-49595,2024-06-21 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.22,False,Thermal ramp exceeded expected warmup curve before shift start.
-49596,2024-06-21 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.994,False,Unbalanced load introduced cyclical pressure ripple.
-49597,2024-06-21 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.764,False,Supervisory alert generated after three consecutive threshold breaches.
-49598,2024-06-21 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.933,False,Vibration baseline recovered after tool holder replacement.
-49599,2024-06-21 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.798,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49600,2024-06-21 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.096,False,Thermal overshoot event coincided with recipe change on furnace.
-49601,2024-06-21 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.274,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49602,2024-06-21 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,61.667,False,Machine idle period extended during planned sanitation window.
-49603,2024-06-21 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.839,False,Quality team requested trace review for lot 24-118B.
-49604,2024-06-21 05:35:00,4,humidity,percent,PAINT-01,finishing,night,warning,45.149,False,Vibration baseline recovered after tool holder replacement.
-49605,2024-06-21 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.974,False,Shift handoff note referenced unusual noise near press enclosure.
-49606,2024-06-21 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.07,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49607,2024-06-21 05:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.657,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49608,2024-06-21 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,49.264,False,Maintenance scheduler deferred calibration due to spare shortage.
-49609,2024-06-21 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.098,False,Short-lived packet loss observed at edge gateway gw-02.
-49610,2024-06-21 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.102,False,Sensor enclosure opened for manual calibration verification.
-49611,2024-06-21 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.953,False,Pressure line purge completed before restart authorization.
-49612,2024-06-21 06:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.179,False,Hydraulic line pressure oscillation detected under load.
-49613,2024-06-21 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.682,False,Coolant loop adjustment reduced chamber temperature spread.
-49614,2024-06-21 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.266,False,Humidity climbed during dock-door open period in afternoon shift.
-49615,2024-06-21 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.298,False,Pressure settled back to nominal after valve reseat.
-49616,2024-06-21 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.624,False,Condensation warning cleared after dehumidifier ramp-up.
-49617,2024-06-21 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.548,False,Unbalanced load introduced cyclical pressure ripple.
-49618,2024-06-21 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,63.058,False,Sensor battery health remains nominal after firmware update.
-49619,2024-06-21 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,8.69,False,Humidity excursion near finishing booth during coating run.
-49620,2024-06-21 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,38.243,False,Operator reset acknowledged after red-tag inspection.
-49621,2024-06-21 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.559,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49622,2024-06-21 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.706,False,Coolant loop adjustment reduced chamber temperature spread.
-49623,2024-06-21 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.034,False,Press cycle dwell time lengthened during high-volume batch.
-49624,2024-06-21 07:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.221,False,Quality team requested trace review for lot 24-118B.
-49625,2024-06-21 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.767,False,Thermal ramp exceeded expected warmup curve before shift start.
-49626,2024-06-21 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.727,False,Operator reported intermittent chatter on machine CNC-04.
-49627,2024-06-21 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.64,False,Thermal ramp exceeded expected warmup curve before shift start.
-49628,2024-06-21 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.943,False,Sensor battery health remains nominal after firmware update.
-49629,2024-06-21 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.068,False,Coolant loop adjustment reduced chamber temperature spread.
-49630,2024-06-21 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.453,False,Sensor signal clipping observed during startup surge.
-49631,2024-06-21 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.912,False,Maintenance note logged for coupling imbalance inspection.
-49632,2024-06-21 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.283,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49633,2024-06-21 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.466,False,Quality hold reduced finishing booth activity for one shift.
-49634,2024-06-21 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.428,False,Unbalanced load introduced cyclical pressure ripple.
-49635,2024-06-21 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.241,False,Night shift startup produced higher than normal vibration floor.
-49636,2024-06-21 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.298,False,Humidity baseline improved after seal replacement.
-49637,2024-06-21 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.326,False,Pressure line purge completed before restart authorization.
-49638,2024-06-21 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.316,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49639,2024-06-21 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.875,False,Temporary gateway failover completed without data loss.
-49640,2024-06-21 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,39.48,False,Sensor battery health remains nominal after firmware update.
-49641,2024-06-21 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.159,False,SCADA backfill inserted two delayed telemetry points.
-49642,2024-06-21 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.659,False,Maintenance scheduler deferred calibration due to spare shortage.
-49643,2024-06-21 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.222,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49644,2024-06-21 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.164,False,Dust extraction fan offline for 18 minutes on line finishing.
-49645,2024-06-21 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.475,False,Humidity excursion near finishing booth during coating run.
-49646,2024-06-21 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.672,False,Temperature remained elevated during unscheduled overtime run.
-49647,2024-06-21 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.111,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49648,2024-06-21 09:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.706,False,Sensor battery health remains nominal after firmware update.
-49649,2024-06-21 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.396,False,Unbalanced load introduced cyclical pressure ripple.
-49650,2024-06-21 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.157,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49651,2024-06-21 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.024,False,Maintenance note logged for coupling imbalance inspection.
-49652,2024-06-21 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.89,False,Warning threshold updated for pilot predictive-maintenance model.
-49653,2024-06-21 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.72,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49654,2024-06-21 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.671,False,Short-lived packet loss observed at edge gateway gw-02.
-49655,2024-06-21 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.097,False,Humidity climbed during dock-door open period in afternoon shift.
-49656,2024-06-21 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.319,False,Temperature variance narrowed after coolant nozzle cleaning.
-49657,2024-06-21 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.813,False,Night shift startup produced higher than normal vibration floor.
-49658,2024-06-21 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.401,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49659,2024-06-21 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.567,False,Machine idle period extended during planned sanitation window.
-49660,2024-06-21 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.307,False,Transient outlier matched forklift impact near cabinet wall.
-49661,2024-06-21 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.406,False,Short-lived packet loss observed at edge gateway gw-02.
-49662,2024-06-21 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,61.694,False,Maintenance note logged for coupling imbalance inspection.
-49663,2024-06-21 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.495,False,Pressure peak corresponds to oversized billet batch processing.
-49664,2024-06-21 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.682,False,SCADA backfill inserted two delayed telemetry points.
-49665,2024-06-21 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.42,False,Air handler maintenance reduced humidity variance on finishing line.
-49666,2024-06-21 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.089,False,Humidity climbed during dock-door open period in afternoon shift.
-49667,2024-06-21 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.299,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49668,2024-06-21 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.351,False,Vibration burst exceeds envelope during tool change cycle.
-49669,2024-06-21 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.092,False,Transient outlier matched forklift impact near cabinet wall.
-49670,2024-06-21 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.834,False,Pressure settled back to nominal after valve reseat.
-49671,2024-06-21 11:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.334,False,Coolant loop adjustment reduced chamber temperature spread.
-49672,2024-06-21 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.148,False,Sensor enclosure opened for manual calibration verification.
-49673,2024-06-21 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.932,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49674,2024-06-21 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.487,False,Pressure settled back to nominal after valve reseat.
-49675,2024-06-21 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.599,False,Dust extraction fan offline for 18 minutes on line finishing.
-49676,2024-06-21 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.334,False,Calibration check overdue by 11 days for press-line transducer.
-49677,2024-06-21 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.746,False,Packaging line stop reduced adjacent vibration background.
-49678,2024-06-21 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,70.276,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49679,2024-06-21 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.773,False,Machine throughput increase drove sustained pressure uplift.
-49680,2024-06-21 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,49.362,False,Anomaly review flagged possible bearing wear progression.
-49681,2024-06-21 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.113,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49682,2024-06-21 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.015,False,Machine throughput increase drove sustained pressure uplift.
-49683,2024-06-21 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.1,False,Sensor enclosure opened for manual calibration verification.
-49684,2024-06-21 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,50.523,False,Temperature remained elevated during unscheduled overtime run.
-49685,2024-06-21 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.957,False,Reliability engineer tagged sample window for model retraining.
-49686,2024-06-21 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.023,False,Condensation warning cleared after dehumidifier ramp-up.
-49687,2024-06-21 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.602,False,Pressure settled back to nominal after valve reseat.
-49688,2024-06-21 12:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,40.408,False,Reliability engineer tagged sample window for model retraining.
-49689,2024-06-21 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.339,False,Reliability engineer tagged sample window for model retraining.
-49690,2024-06-21 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.572,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49691,2024-06-21 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.389,False,Reliability engineer tagged sample window for model retraining.
-49692,2024-06-21 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.025,False,Machine throughput increase drove sustained pressure uplift.
-49693,2024-06-21 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.122,False,Coolant loop adjustment reduced chamber temperature spread.
-49694,2024-06-21 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.606,False,Thermal overshoot event coincided with recipe change on furnace.
-49695,2024-06-21 13:10:00,3,pressure,bar,HYD-07,press-line,day,critical,8.166,False,Coolant loop adjustment reduced chamber temperature spread.
-49696,2024-06-21 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,34.44,False,Operator reported intermittent chatter on machine CNC-04.
-49697,2024-06-21 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.747,False,Temperature remained elevated during unscheduled overtime run.
-49698,2024-06-21 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.332,False,Press cycle dwell time lengthened during high-volume batch.
-49699,2024-06-21 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.071,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49700,2024-06-21 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.428,False,Humidity baseline improved after seal replacement.
-49701,2024-06-21 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.554,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49702,2024-06-21 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.6,False,Quality hold reduced finishing booth activity for one shift.
-49703,2024-06-21 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.146,False,Machine throughput increase drove sustained pressure uplift.
-49704,2024-06-21 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,52.053,False,Bearing temperature rising faster than baseline on spindle cell.
-49705,2024-06-21 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.566,False,Night shift startup produced higher than normal vibration floor.
-49706,2024-06-21 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,69.685,False,Vibration baseline recovered after tool holder replacement.
-49707,2024-06-21 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.393,False,Unbalanced load introduced cyclical pressure ripple.
-49708,2024-06-21 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.755,False,Anomaly review flagged possible bearing wear progression.
-49709,2024-06-21 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.87,False,Machine throughput increase drove sustained pressure uplift.
-49710,2024-06-21 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.775,False,Maintenance crew confirmed lubrication interval was missed.
-49711,2024-06-21 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.627,False,Vibration burst exceeds envelope during tool change cycle.
-49712,2024-06-21 14:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.644,False,Supervisory alert generated after three consecutive threshold breaches.
-49713,2024-06-21 14:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.294,False,Humidity climbed during dock-door open period in afternoon shift.
-49714,2024-06-21 14:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,62.492,False,Vibration harmonics broadened during extended production run.
-49715,2024-06-21 14:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.285,False,Shift handoff note referenced unusual noise near press enclosure.
-49716,2024-06-21 14:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.093,False,Operator reported intermittent chatter on machine CNC-04.
-49717,2024-06-21 15:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.907,False,Thermal overshoot event coincided with recipe change on furnace.
-49718,2024-06-21 15:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,60.434,False,Warning threshold updated for pilot predictive-maintenance model.
-49719,2024-06-21 15:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.047,False,Unbalanced load introduced cyclical pressure ripple.
-49720,2024-06-21 15:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.599,False,Transient outlier matched forklift impact near cabinet wall.
-49721,2024-06-21 15:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.455,False,Vibration harmonics broadened during extended production run.
-49722,2024-06-21 15:25:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.229,False,Humidity baseline improved after seal replacement.
-49723,2024-06-21 15:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.428,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49724,2024-06-21 15:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.945,False,Shift handoff note referenced unusual noise near press enclosure.
-49725,2024-06-21 15:40:00,1,vibration,mm_s,CNC-04,machining-a,day,critical,2.335,False,Transient outlier matched forklift impact near cabinet wall.
-49726,2024-06-21 15:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.537,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49727,2024-06-21 15:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.339,False,Pressure line purge completed before restart authorization.
-49728,2024-06-21 15:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.612,False,Bearing temperature rising faster than baseline on spindle cell.
-49729,2024-06-21 16:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,critical,3.228,False,Calibration check overdue by 11 days for press-line transducer.
-49730,2024-06-21 16:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.75,False,Sensor heartbeat delayed by one interval after gateway retry.
-49731,2024-06-21 16:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.392,False,Air handler maintenance reduced humidity variance on finishing line.
-49732,2024-06-21 16:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,32.663,False,Reliability engineer tagged sample window for model retraining.
-49733,2024-06-21 16:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.979,False,Warning threshold updated for pilot predictive-maintenance model.
-49734,2024-06-21 16:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,72.432,False,Sensor battery health remains nominal after firmware update.
-49735,2024-06-21 16:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.249,False,Sensor heartbeat delayed by one interval after gateway retry.
-49736,2024-06-21 16:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,37.613,False,Quality team requested trace review for lot 24-118B.
-49737,2024-06-21 16:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.305,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49738,2024-06-21 16:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.337,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49739,2024-06-21 16:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.674,False,Humidity baseline improved after seal replacement.
-49740,2024-06-21 16:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,42.072,False,Sensor enclosure opened for manual calibration verification.
-49741,2024-06-21 17:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.195,False,Sensor heartbeat delayed by one interval after gateway retry.
-49742,2024-06-21 17:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,71.95,False,Calibration check overdue by 11 days for press-line transducer.
-49743,2024-06-21 17:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.322,False,Maintenance note logged for coupling imbalance inspection.
-49744,2024-06-21 17:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,39.986,False,Humidity climbed during dock-door open period in afternoon shift.
-49745,2024-06-21 17:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,warning,3.146,False,Humidity readings track seasonal rise across late spring.
-49746,2024-06-21 17:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.511,False,Humidity climbed during dock-door open period in afternoon shift.
-49747,2024-06-21 17:30:00,3,pressure,bar,HYD-07,press-line,swing,warning,7.389,False,Humidity baseline improved after seal replacement.
-49748,2024-06-21 17:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.669,False,Short-lived packet loss observed at edge gateway gw-02.
-49749,2024-06-21 17:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.129,False,Bearing temperature rising faster than baseline on spindle cell.
-49750,2024-06-21 17:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,66.004,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49751,2024-06-21 17:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.347,False,SCADA backfill inserted two delayed telemetry points.
-49752,2024-06-21 17:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,44.906,False,Coolant loop adjustment reduced chamber temperature spread.
-49753,2024-06-21 18:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.91,False,Humidity climbed during dock-door open period in afternoon shift.
-49754,2024-06-21 18:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,57.575,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49755,2024-06-21 18:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.751,False,Maintenance scheduler deferred calibration due to spare shortage.
-49756,2024-06-21 18:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.633,False,Press cycle dwell time lengthened during high-volume batch.
-49757,2024-06-21 18:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.973,False,Anomaly review flagged possible bearing wear progression.
-49758,2024-06-21 18:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.511,False,Temperature variance narrowed after coolant nozzle cleaning.
-49759,2024-06-21 18:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.163,False,Temporary gateway failover completed without data loss.
-49760,2024-06-21 18:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.311,False,Bearing temperature rising faster than baseline on spindle cell.
-49761,2024-06-21 18:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.964,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49762,2024-06-21 18:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.685,False,Condensation warning cleared after dehumidifier ramp-up.
-49763,2024-06-21 18:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.14,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49764,2024-06-21 18:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.62,False,Reliability engineer tagged sample window for model retraining.
-49765,2024-06-21 19:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.08,False,Unbalanced load introduced cyclical pressure ripple.
-49766,2024-06-21 19:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.531,False,Pressure peak corresponds to oversized billet batch processing.
-49767,2024-06-21 19:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.196,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49768,2024-06-21 19:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.47,False,Hydraulic line pressure oscillation detected under load.
-49769,2024-06-21 19:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.929,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49770,2024-06-21 19:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.567,False,Operator reset acknowledged after red-tag inspection.
-49771,2024-06-21 19:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.056,False,Vibration baseline recovered after tool holder replacement.
-49772,2024-06-21 19:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.236,False,Edge collector replayed buffered events after network recovery.
-49773,2024-06-21 19:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.409,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49774,2024-06-21 19:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,58.963,False,Calibration check overdue by 11 days for press-line transducer.
-49775,2024-06-21 19:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.506,False,Quality hold reduced finishing booth activity for one shift.
-49776,2024-06-21 19:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,41.848,False,Machine idle period extended during planned sanitation window.
-49777,2024-06-21 20:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.686,False,Hydraulic line pressure oscillation detected under load.
-49778,2024-06-21 20:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.813,False,Shift handoff note referenced unusual noise near press enclosure.
-49779,2024-06-21 20:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.769,False,Maintenance scheduler deferred calibration due to spare shortage.
-49780,2024-06-21 20:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,36.503,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49781,2024-06-21 20:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.717,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49782,2024-06-21 20:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,67.586,False,Dust extraction fan offline for 18 minutes on line finishing.
-49783,2024-06-21 20:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.418,False,Temperature remained elevated during unscheduled overtime run.
-49784,2024-06-21 20:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,49.514,False,Humidity readings track seasonal rise across late spring.
-49785,2024-06-21 20:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.423,False,Operator reset acknowledged after red-tag inspection.
-49786,2024-06-21 20:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.71,False,Thermal overshoot event coincided with recipe change on furnace.
-49787,2024-06-21 20:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.62,False,Telemetry quality flag downgraded during sensor self-test window.
-49788,2024-06-21 20:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.988,False,Dust extraction fan offline for 18 minutes on line finishing.
-49789,2024-06-21 21:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.292,False,Hydraulic line pressure oscillation detected under load.
-49790,2024-06-21 21:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.4,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49791,2024-06-21 21:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.819,False,Air handler maintenance reduced humidity variance on finishing line.
-49792,2024-06-21 21:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,40.3,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49793,2024-06-21 21:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.657,False,Packaging line stop reduced adjacent vibration background.
-49794,2024-06-21 21:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,62.364,False,Maintenance note logged for coupling imbalance inspection.
-49795,2024-06-21 21:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.528,False,Telemetry quality flag downgraded during sensor self-test window.
-49796,2024-06-21 21:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,33.412,False,SCADA backfill inserted two delayed telemetry points.
-49797,2024-06-21 21:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.601,False,Pressure settled back to nominal after valve reseat.
-49798,2024-06-21 21:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,73.825,False,Quality hold reduced finishing booth activity for one shift.
-49799,2024-06-21 21:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.245,False,Pressure line purge completed before restart authorization.
-49800,2024-06-21 21:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.597,False,Calibration check overdue by 11 days for press-line transducer.
-49801,2024-06-21 22:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.505,False,Pressure line purge completed before restart authorization.
-49802,2024-06-21 22:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.077,False,Operator reset acknowledged after red-tag inspection.
-49803,2024-06-21 22:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.698,False,Packaging line stop reduced adjacent vibration background.
-49804,2024-06-21 22:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,43.019,False,Pressure line purge completed before restart authorization.
-49805,2024-06-21 22:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.639,False,Pressure peak corresponds to oversized billet batch processing.
-49806,2024-06-21 22:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,59.891,False,Reliability engineer tagged sample window for model retraining.
-49807,2024-06-21 22:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.607,False,Thermal overshoot event coincided with recipe change on furnace.
-49808,2024-06-21 22:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,45.399,False,Vibration baseline recovered after tool holder replacement.
-49809,2024-06-21 22:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,2.282,False,Bearing temperature rising faster than baseline on spindle cell.
-49810,2024-06-21 22:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,64.798,False,Anomaly review flagged possible bearing wear progression.
-49811,2024-06-21 22:50:00,3,pressure,bar,HYD-07,press-line,swing,critical,7.827,False,Maintenance crew confirmed lubrication interval was missed.
-49812,2024-06-21 22:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,38.903,False,Sensor signal clipping observed during startup surge.
-49813,2024-06-21 23:00:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.922,False,Quality hold reduced finishing booth activity for one shift.
-49814,2024-06-21 23:05:00,2,temperature,celsius,FURN-02,heat-treat,swing,warning,75.08,False,Operator reset acknowledged after red-tag inspection.
-49815,2024-06-21 23:10:00,3,pressure,bar,HYD-07,press-line,swing,nominal,8.035,False,Hydraulic line pressure oscillation detected under load.
-49816,2024-06-21 23:15:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,46.193,False,Vibration harmonics broadened during extended production run.
-49817,2024-06-21 23:20:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,3.199,False,Vibration burst exceeds envelope during tool change cycle.
-49818,2024-06-21 23:25:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,69.316,False,Anomaly review flagged possible bearing wear progression.
-49819,2024-06-21 23:30:00,3,pressure,bar,HYD-07,press-line,swing,nominal,6.62,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49820,2024-06-21 23:35:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,50.024,False,Dust extraction fan offline for 18 minutes on line finishing.
-49821,2024-06-21 23:40:00,1,vibration,mm_s,CNC-04,machining-a,swing,nominal,1.845,False,Calibration check overdue by 11 days for press-line transducer.
-49822,2024-06-21 23:45:00,2,temperature,celsius,FURN-02,heat-treat,swing,nominal,61.673,False,Humidity baseline improved after seal replacement.
-49823,2024-06-21 23:50:00,3,pressure,bar,HYD-07,press-line,swing,nominal,7.07,False,Thermal ramp exceeded expected warmup curve before shift start.
-49824,2024-06-21 23:55:00,4,humidity,percent,PAINT-01,finishing,swing,nominal,31.502,False,Warning threshold updated for pilot predictive-maintenance model.
-49825,2024-06-22 00:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.873,False,Humidity excursion near finishing booth during coating run.
-49826,2024-06-22 00:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.137,False,Coolant loop adjustment reduced chamber temperature spread.
-49827,2024-06-22 00:10:00,3,pressure,bar,HYD-07,press-line,night,warning,7.598,False,Humidity readings track seasonal rise across late spring.
-49828,2024-06-22 00:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.27,False,Anomaly review flagged possible bearing wear progression.
-49829,2024-06-22 00:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.876,False,Pressure peak corresponds to oversized billet batch processing.
-49830,2024-06-22 00:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.569,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49831,2024-06-22 00:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.211,False,SCADA backfill inserted two delayed telemetry points.
-49832,2024-06-22 00:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,35.732,False,Coolant loop adjustment reduced chamber temperature spread.
-49833,2024-06-22 00:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.086,False,Reliability engineer tagged sample window for model retraining.
-49834,2024-06-22 00:45:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.335,False,Operator reported intermittent chatter on machine CNC-04.
-49835,2024-06-22 00:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.553,False,Temperature variance narrowed after coolant nozzle cleaning.
-49836,2024-06-22 00:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,45.307,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49837,2024-06-22 01:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.524,False,Humidity climbed during dock-door open period in afternoon shift.
-49838,2024-06-22 01:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.62,False,Pressure settled back to nominal after valve reseat.
-49839,2024-06-22 01:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.494,False,Compressed air fluctuation introduced pressure noise for two cycles.
-49840,2024-06-22 01:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.407,False,Condensation warning cleared after dehumidifier ramp-up.
-49841,2024-06-22 01:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.356,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49842,2024-06-22 01:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,74.262,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49843,2024-06-22 01:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.115,False,Humidity excursion near finishing booth during coating run.
-49844,2024-06-22 01:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.879,False,Temperature variance narrowed after coolant nozzle cleaning.
-49845,2024-06-22 01:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.789,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49846,2024-06-22 01:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.247,False,Maintenance crew confirmed lubrication interval was missed.
-49847,2024-06-22 01:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.201,False,Hydraulic line pressure oscillation detected under load.
-49848,2024-06-22 01:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,39.001,False,Unbalanced load introduced cyclical pressure ripple.
-49849,2024-06-22 02:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.9,False,Humidity baseline improved after seal replacement.
-49850,2024-06-22 02:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,57.754,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49851,2024-06-22 02:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.099,False,Supervisory alert generated after three consecutive threshold breaches.
-49852,2024-06-22 02:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.736,False,Maintenance note logged for coupling imbalance inspection.
-49853,2024-06-22 02:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.021,False,Reliability engineer tagged sample window for model retraining.
-49854,2024-06-22 02:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,70.474,False,Anomaly review flagged possible bearing wear progression.
-49855,2024-06-22 02:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.377,False,Heat-treat furnace door cycling increased localized temperature spikes.
-49856,2024-06-22 02:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,42.979,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49857,2024-06-22 02:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.584,False,Air handler maintenance reduced humidity variance on finishing line.
-49858,2024-06-22 02:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,67.247,False,Pressure settled back to nominal after valve reseat.
-49859,2024-06-22 02:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.638,False,Night shift startup produced higher than normal vibration floor.
-49860,2024-06-22 02:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,36.219,False,Humidity readings track seasonal rise across late spring.
-49861,2024-06-22 03:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,1.97,False,Vibration harmonics broadened during extended production run.
-49862,2024-06-22 03:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.794,False,Pressure line purge completed before restart authorization.
-49863,2024-06-22 03:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.859,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49864,2024-06-22 03:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,40.218,False,Vibration harmonics broadened during extended production run.
-49865,2024-06-22 03:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.751,False,Telemetry quality flag downgraded during sensor self-test window.
-49866,2024-06-22 03:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.844,False,Short-lived packet loss observed at edge gateway gw-02.
-49867,2024-06-22 03:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.836,False,Machine throughput increase drove sustained pressure uplift.
-49868,2024-06-22 03:35:00,4,humidity,percent,PAINT-01,finishing,night,critical,39.203,False,Reliability engineer tagged sample window for model retraining.
-49869,2024-06-22 03:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,1.659,False,Sensor battery health remains nominal after firmware update.
-49870,2024-06-22 03:45:00,2,temperature,celsius,FURN-02,heat-treat,night,critical,66.951,False,Vibration burst exceeds envelope during tool change cycle.
-49871,2024-06-22 03:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.775,False,SCADA backfill inserted two delayed telemetry points.
-49872,2024-06-22 03:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.919,False,Sensor enclosure opened for manual calibration verification.
-49873,2024-06-22 04:00:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.473,False,Unbalanced load introduced cyclical pressure ripple.
-49874,2024-06-22 04:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.977,False,Humidity excursion near finishing booth during coating run.
-49875,2024-06-22 04:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.428,False,Humidity excursion near finishing booth during coating run.
-49876,2024-06-22 04:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,51.835,False,Thermal overshoot event coincided with recipe change on furnace.
-49877,2024-06-22 04:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.462,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49878,2024-06-22 04:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.717,False,Pressure peak corresponds to oversized billet batch processing.
-49879,2024-06-22 04:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.54,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49880,2024-06-22 04:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,43.85,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49881,2024-06-22 04:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.436,False,Sensor enclosure opened for manual calibration verification.
-49882,2024-06-22 04:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.54,False,Coolant loop adjustment reduced chamber temperature spread.
-49883,2024-06-22 04:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.136,False,Vibration harmonics broadened during extended production run.
-49884,2024-06-22 04:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.69,False,Calibration check overdue by 11 days for press-line transducer.
-49885,2024-06-22 05:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.169,False,Quality team requested trace review for lot 24-118B.
-49886,2024-06-22 05:05:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.057,False,Short-lived packet loss observed at edge gateway gw-02.
-49887,2024-06-22 05:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.828,False,Vibration burst exceeds envelope during tool change cycle.
-49888,2024-06-22 05:15:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.425,False,Machine throughput increase drove sustained pressure uplift.
-49889,2024-06-22 05:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.666,False,Operator reset acknowledged after red-tag inspection.
-49890,2024-06-22 05:25:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,68.589,False,Temperature variance narrowed after coolant nozzle cleaning.
-49891,2024-06-22 05:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.676,False,Transient outlier matched forklift impact near cabinet wall.
-49892,2024-06-22 05:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.78,False,Warning threshold updated for pilot predictive-maintenance model.
-49893,2024-06-22 05:40:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,2.5,False,Pressure peak corresponds to oversized billet batch processing.
-49894,2024-06-22 05:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.919,False,Dust extraction fan offline for 18 minutes on line finishing.
-49895,2024-06-22 05:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,9.078,False,Edge collector replayed buffered events after network recovery.
-49896,2024-06-22 05:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,50.26,False,Air handler maintenance reduced humidity variance on finishing line.
-49897,2024-06-22 06:00:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.241,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49898,2024-06-22 06:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,65.477,False,Bearing temperature rising faster than baseline on spindle cell.
-49899,2024-06-22 06:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,6.812,False,Temporary gateway failover completed without data loss.
-49900,2024-06-22 06:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,40.84,False,Coolant loop adjustment reduced chamber temperature spread.
-49901,2024-06-22 06:20:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.036,False,Vibration baseline recovered after tool holder replacement.
-49902,2024-06-22 06:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,72.866,False,Press cycle dwell time lengthened during high-volume batch.
-49903,2024-06-22 06:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.464,False,Bearing temperature rising faster than baseline on spindle cell.
-49904,2024-06-22 06:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,41.555,False,Anomaly review flagged possible bearing wear progression.
-49905,2024-06-22 06:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,2.099,False,Machine throughput increase drove sustained pressure uplift.
-49906,2024-06-22 06:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,69.005,False,Vibration harmonics broadened during extended production run.
-49907,2024-06-22 06:50:00,3,pressure,bar,HYD-07,press-line,night,warning,7.881,False,Warning threshold updated for pilot predictive-maintenance model.
-49908,2024-06-22 06:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,48.633,False,Temperature remained elevated during unscheduled overtime run.
-49909,2024-06-22 07:00:00,1,vibration,mm_s,CNC-04,machining-a,night,critical,2.959,False,Temporary gateway failover completed without data loss.
-49910,2024-06-22 07:05:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.559,False,Vibration baseline recovered after tool holder replacement.
-49911,2024-06-22 07:10:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.716,False,Transient outlier matched forklift impact near cabinet wall.
-49912,2024-06-22 07:15:00,4,humidity,percent,PAINT-01,finishing,night,critical,38.835,False,Sensor battery health remains nominal after firmware update.
-49913,2024-06-22 07:20:00,1,vibration,mm_s,CNC-04,machining-a,night,warning,3.475,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49914,2024-06-22 07:25:00,2,temperature,celsius,FURN-02,heat-treat,night,warning,73.78,False,Maintenance crew confirmed lubrication interval was missed.
-49915,2024-06-22 07:30:00,3,pressure,bar,HYD-07,press-line,night,nominal,8.144,False,Press cycle dwell time lengthened during high-volume batch.
-49916,2024-06-22 07:35:00,4,humidity,percent,PAINT-01,finishing,night,nominal,37.116,False,Warning threshold updated for pilot predictive-maintenance model.
-49917,2024-06-22 07:40:00,1,vibration,mm_s,CNC-04,machining-a,night,nominal,3.477,False,Thermal ramp exceeded expected warmup curve before shift start.
-49918,2024-06-22 07:45:00,2,temperature,celsius,FURN-02,heat-treat,night,nominal,66.559,False,Bearing temperature rising faster than baseline on spindle cell.
-49919,2024-06-22 07:50:00,3,pressure,bar,HYD-07,press-line,night,nominal,7.857,False,Humidity baseline improved after seal replacement.
-49920,2024-06-22 07:55:00,4,humidity,percent,PAINT-01,finishing,night,nominal,44.433,False,Transient outlier matched forklift impact near cabinet wall.
-49921,2024-06-22 08:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.787,False,Thermal ramp exceeded expected warmup curve before shift start.
-49922,2024-06-22 08:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.645,False,Maintenance note logged for coupling imbalance inspection.
-49923,2024-06-22 08:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.093,False,Temporary gateway failover completed without data loss.
-49924,2024-06-22 08:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.674,False,Maintenance crew confirmed lubrication interval was missed.
-49925,2024-06-22 08:20:00,1,vibration,mm_s,CNC-04,machining-a,day,warning,2.463,False,Dust extraction fan offline for 18 minutes on line finishing.
-49926,2024-06-22 08:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,62.422,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49927,2024-06-22 08:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.136,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49928,2024-06-22 08:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,36.183,False,Transient outlier matched forklift impact near cabinet wall.
-49929,2024-06-22 08:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.41,False,Coolant loop adjustment reduced chamber temperature spread.
-49930,2024-06-22 08:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,65.019,False,Transient outlier matched forklift impact near cabinet wall.
-49931,2024-06-22 08:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.572,False,Temperature remained elevated during unscheduled overtime run.
-49932,2024-06-22 08:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,32.88,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49933,2024-06-22 09:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.051,False,Shift handoff note referenced unusual noise near press enclosure.
-49934,2024-06-22 09:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,71.33,False,Dust extraction fan offline for 18 minutes on line finishing.
-49935,2024-06-22 09:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.775,False,Telemetry quality flag downgraded during sensor self-test window.
-49936,2024-06-22 09:15:00,4,humidity,percent,PAINT-01,finishing,day,warning,44.436,False,Temperature variance narrowed after coolant nozzle cleaning.
-49937,2024-06-22 09:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.514,False,SCADA backfill inserted two delayed telemetry points.
-49938,2024-06-22 09:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.609,False,Operator reset acknowledged after red-tag inspection.
-49939,2024-06-22 09:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.126,False,Transient outlier matched forklift impact near cabinet wall.
-49940,2024-06-22 09:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.406,False,Transient outlier matched forklift impact near cabinet wall.
-49941,2024-06-22 09:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.947,False,Sensor heartbeat delayed by one interval after gateway retry.
-49942,2024-06-22 09:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,68.252,False,Pressure peak corresponds to oversized billet batch processing.
-49943,2024-06-22 09:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.415,False,Edge collector replayed buffered events after network recovery.
-49944,2024-06-22 09:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,45.539,False,Sensor signal clipping observed during startup surge.
-49945,2024-06-22 10:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.322,False,Sensor signal clipping observed during startup surge.
-49946,2024-06-22 10:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.433,False,Hydraulic line pressure oscillation detected under load.
-49947,2024-06-22 10:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.944,False,Humidity climbed during dock-door open period in afternoon shift.
-49948,2024-06-22 10:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,47.872,False,Sensor heartbeat delayed by one interval after gateway retry.
-49949,2024-06-22 10:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.743,False,Air handler maintenance reduced humidity variance on finishing line.
-49950,2024-06-22 10:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,67.619,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49951,2024-06-22 10:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.792,False,Sensor signal clipping observed during startup surge.
-49952,2024-06-22 10:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.335,False,Telemetry quality flag downgraded during sensor self-test window.
-49953,2024-06-22 10:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.6,False,Humidity baseline improved after seal replacement.
-49954,2024-06-22 10:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.408,False,Press cycle dwell time lengthened during high-volume batch.
-49955,2024-06-22 10:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.455,False,Sensor 1 spike sequence matches historical bearing fault pattern.
-49956,2024-06-22 10:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,42.064,False,Warning threshold updated for pilot predictive-maintenance model.
-49957,2024-06-22 11:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.312,False,SCADA backfill inserted two delayed telemetry points.
-49958,2024-06-22 11:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,65.722,False,Maintenance scheduler deferred calibration due to spare shortage.
-49959,2024-06-22 11:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,9.213,False,Vibration baseline recovered after tool holder replacement.
-49960,2024-06-22 11:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,46.426,False,Machine throughput increase drove sustained pressure uplift.
-49961,2024-06-22 11:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.56,False,Quality hold reduced finishing booth activity for one shift.
-49962,2024-06-22 11:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.518,False,Thermal overshoot event coincided with recipe change on furnace.
-49963,2024-06-22 11:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.626,False,Sensor signal clipping observed during startup surge.
-49964,2024-06-22 11:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,43.35,False,Supervisory alert generated after three consecutive threshold breaches.
-49965,2024-06-22 11:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.307,False,Operator reported intermittent chatter on machine CNC-04.
-49966,2024-06-22 11:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,66.537,False,Thermal ramp exceeded expected warmup curve before shift start.
-49967,2024-06-22 11:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.633,False,Sensor battery health remains nominal after firmware update.
-49968,2024-06-22 11:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,35.36,False,Short-lived packet loss observed at edge gateway gw-02.
-49969,2024-06-22 12:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.975,False,Hydraulic line pressure oscillation detected under load.
-49970,2024-06-22 12:05:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.924,False,Vibration harmonics broadened during extended production run.
-49971,2024-06-22 12:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.016,False,Hydraulic accumulator recharge lag increased under repeated cycles.
-49972,2024-06-22 12:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,44.009,False,Sensor 3 drift suspected after cross-check with manual gauge.
-49973,2024-06-22 12:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.78,False,Packaging line stop reduced adjacent vibration background.
-49974,2024-06-22 12:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,69.775,False,Telemetry quality flag downgraded during sensor self-test window.
-49975,2024-06-22 12:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.686,False,Humidity readings track seasonal rise across late spring.
-49976,2024-06-22 12:35:00,4,humidity,percent,PAINT-01,finishing,day,critical,46.1,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49977,2024-06-22 12:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.915,False,Sensor signal clipping observed during startup surge.
-49978,2024-06-22 12:45:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,73.775,False,Condensation warning cleared after dehumidifier ramp-up.
-49979,2024-06-22 12:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.999,False,Operator reported intermittent chatter on machine CNC-04.
-49980,2024-06-22 12:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,38.291,False,Sensor signal clipping observed during startup surge.
-49981,2024-06-22 13:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.312,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49982,2024-06-22 13:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,70.963,False,Air handler maintenance reduced humidity variance on finishing line.
-49983,2024-06-22 13:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.642,False,Vibration baseline recovered after tool holder replacement.
-49984,2024-06-22 13:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,51.405,False,Machine idle period extended during planned sanitation window.
-49985,2024-06-22 13:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.94,False,Shift handoff note referenced unusual noise near press enclosure.
-49986,2024-06-22 13:25:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,63.86,False,Maintenance crew confirmed lubrication interval was missed.
-49987,2024-06-22 13:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,6.768,False,Temperature variance narrowed after coolant nozzle cleaning.
-49988,2024-06-22 13:35:00,4,humidity,percent,PAINT-01,finishing,day,nominal,41.263,False,Edge collector replayed buffered events after network recovery.
-49989,2024-06-22 13:40:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,1.713,False,Anomaly review flagged possible bearing wear progression.
-49990,2024-06-22 13:45:00,2,temperature,celsius,FURN-02,heat-treat,day,nominal,64.833,False,Hydraulic line pressure oscillation detected under load.
-49991,2024-06-22 13:50:00,3,pressure,bar,HYD-07,press-line,day,nominal,8.753,False,Maintenance note logged for coupling imbalance inspection.
-49992,2024-06-22 13:55:00,4,humidity,percent,PAINT-01,finishing,day,nominal,48.216,False,Unexpected resonance band appeared near 42 Hz on spindle motor.
-49993,2024-06-22 14:00:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,2.609,False,Operator reported intermittent chatter on machine CNC-04.
-49994,2024-06-22 14:05:00,2,temperature,celsius,FURN-02,heat-treat,day,warning,72.036,False,Ambient temperature stabilized after HVAC stage-two engagement.
-49995,2024-06-22 14:10:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.846,False,Machine idle period extended during planned sanitation window.
-49996,2024-06-22 14:15:00,4,humidity,percent,PAINT-01,finishing,day,nominal,37.935,False,Press cycle dwell time lengthened during high-volume batch.
-49997,2024-06-22 14:20:00,1,vibration,mm_s,CNC-04,machining-a,day,nominal,3.248,False,Maintenance crew confirmed lubrication interval was missed.
-49998,2024-06-22 14:25:00,2,temperature,celsius,FURN-02,heat-treat,day,critical,70.82,False,Humidity readings track seasonal rise across late spring.
-49999,2024-06-22 14:30:00,3,pressure,bar,HYD-07,press-line,day,nominal,7.279,False,Bearing temperature rising faster than baseline on spindle cell.
-50000,2024-06-22 14:35:00,4,humidity,percent,PAINT-01,finishing,day,warning,46.982,False,Coolant loop adjustment reduced chamber temperature spread.